# FACTS-v1 · every value a chart prints, with its file, field, rule and gates

*Written by `charts/build_specs.py` (TZ=UTC), 227 rows. Every path here is a public kit path, as the page prints it. Rounding: `Decimal` ROUND_HALF_UP on the file's own literal, once.*

| chart | row | value | raw | file | field | rule | gates |
|---|---|---:|---:|---|---|---|---|
| writing | qwen3.5:9b · EPYC 7532, 128 GB | 13.59 | 13.594 | `/two-hours-on-battery/data/runs/cpu-server-m1.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | qwen3.5:9b · 290HX Plus, 64 GB | 7.45 | 7.45 | `/two-hours-on-battery/data/runs/cpu-laptop-m1.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | qwen3.5:9b · i5-12600H, 32 GB | 9.11 | 9.105 | `/two-hours-on-battery/data/runs/cpu-mini-m1.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | qwen3.5:9b · 3700X, 32 GB DDR4 | 6.20 | 6.199 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f1-qwen3.5-9b-tdef"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 4096; prompt_tokens 537; no_card PROVEN |
| writing | gemma4:12b · EPYC 7532, 128 GB | 10.99 | 10.985 | `/two-hours-on-battery/data/runs/cpu-server-m2.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | gemma4:12b · 290HX Plus, 64 GB | 4.95 | 4.951 | `/two-hours-on-battery/data/runs/cpu-laptop-m2.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | gemma4:12b · i5-12600H, 32 GB | 5.95 | 5.945 | `/two-hours-on-battery/data/runs/cpu-mini-m2.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | gemma4:12b · 3700X, 32 GB DDR4 | 4.47 | 4.474 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f1-gemma4-12b-tdef"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 4096; prompt_tokens 536; no_card PROVEN |
| writing | phi4:14b · EPYC 7532, 128 GB | 11.09 | 11.089 | `/two-hours-on-battery/data/runs/cpu-server-m3.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | phi4:14b · 290HX Plus, 64 GB | 4.41 | 4.414 | `/two-hours-on-battery/data/runs/cpu-laptop-m3.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | phi4:14b · i5-12600H, 32 GB | 5.20 | 5.197 | `/two-hours-on-battery/data/runs/cpu-mini-m3.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | phi4:14b · 3700X, 32 GB DDR4 | 4.06 | 4.064 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f1-phi4-14b-tdef"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 4096; prompt_tokens 505; no_card PROVEN |
| writing | mistral-small3.2 · EPYC 7532, 128 GB | 7.09 | 7.091 | `/two-hours-on-battery/data/runs/cpu-server-m4.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | mistral-small3.2 · 290HX Plus, 64 GB | 2.70 | 2.702 | `/two-hours-on-battery/data/runs/cpu-laptop-m4.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | mistral-small3.2 · i5-12600H, 32 GB | 3.31 | 3.313 | `/two-hours-on-battery/data/runs/cpu-mini-m4.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | mistral-small3.2 · 3700X, 32 GB DDR4 | 2.57 | 2.569 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[1].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| writing | gemma4:26b · EPYC 7532, 128 GB | 24.68 | 24.675 | `/two-hours-on-battery/data/runs/cpu-server-m5.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | gemma4:26b · 290HX Plus, 64 GB | 13.26 | 13.258 | `/two-hours-on-battery/data/runs/cpu-laptop-m5.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | gemma4:26b · i5-12600H, 32 GB | 12.66 | 12.657 | `/two-hours-on-battery/data/runs/cpu-mini-m5.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | gemma4:26b · 3700X, 32 GB DDR4 | 13.64 | 13.642 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[0].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| writing | Nemotron 30B-A3B · EPYC 7532, 128 GB | 31.47 | 31.469 | `/two-hours-on-battery/data/runs/cpu-server-m6.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | Nemotron 30B-A3B · 290HX Plus, 64 GB | 15.35 | 15.35 | `/two-hours-on-battery/data/runs/cpu-laptop-m6.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | Nemotron 30B-A3B · i5-12600H, 32 GB | 14.61 | 14.605 | `/two-hours-on-battery/data/runs/cpu-mini-m6.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| writing | llama3.3:70b · EPYC 7532, 128 GB | 2.70 | 2.702 | `/two-hours-on-battery/data/runs/cpu-server-x2.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 3 warm |
| threads-and-writing-speed | qwen3.5:9b at 20 threads · 290HX Plus, 64 GB | 13.05 | 13.052 | `/two-hours-on-battery/data/supplement-runs/tuned-cpu-laptop-m1.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm; num_thread 20 |
| threads-and-writing-speed | gemma4:12b at 20 threads · 290HX Plus, 64 GB | 9.46 | 9.464 | `/two-hours-on-battery/data/supplement-runs/tuned-cpu-laptop-m2.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm; num_thread 20 |
| threads-and-writing-speed | phi4:14b at 20 threads · 290HX Plus, 64 GB | 8.21 | 8.213 | `/two-hours-on-battery/data/supplement-runs/tuned-cpu-laptop-m3.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm; num_thread 20 |
| threads-and-writing-speed | mistral-small3.2 at 20 threads · 290HX Plus, 64 GB | 5.14 | 5.14 | `/two-hours-on-battery/data/supplement-runs/tuned-cpu-laptop-m4.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm; num_thread 20 |
| threads-and-writing-speed | gemma4:26b at 20 threads · 290HX Plus, 64 GB | 8.44 | 8.438 | `/two-hours-on-battery/data/supplement-runs/tuned-cpu-laptop-m5.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm; num_thread 20 |
| threads-and-writing-speed | Nemotron 30B-A3B at 20 threads · 290HX Plus, 64 GB | 8.53 | 8.529 | `/two-hours-on-battery/data/supplement-runs/tuned-cpu-laptop-m6.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm; num_thread 20 |
| threads-and-writing-speed | qwen3.5:9b at 12 threads · i5-12600H, 32 GB | 10.12 | 10.12 | `/two-hours-on-battery/data/supplement-runs/tuned-cpu-mini-m1.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm; num_thread 12 |
| threads-and-writing-speed | gemma4:12b at 12 threads · i5-12600H, 32 GB | 7.10 | 7.102 | `/two-hours-on-battery/data/supplement-runs/tuned-cpu-mini-m2.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm; num_thread 12 |
| threads-and-writing-speed | phi4:14b at 12 threads · i5-12600H, 32 GB | 6.36 | 6.357 | `/two-hours-on-battery/data/supplement-runs/tuned-cpu-mini-m3.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm; num_thread 12 |
| threads-and-writing-speed | mistral-small3.2 at 12 threads · i5-12600H, 32 GB | 3.99 | 3.987 | `/two-hours-on-battery/data/supplement-runs/tuned-cpu-mini-m4.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm; num_thread 12 |
| threads-and-writing-speed | gemma4:26b at 12 threads · i5-12600H, 32 GB | 7.42 | 7.415 | `/two-hours-on-battery/data/supplement-runs/tuned-cpu-mini-m5.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm; num_thread 12 |
| threads-and-writing-speed | Nemotron 30B-A3B at 12 threads · i5-12600H, 32 GB | 7.32 | 7.315 | `/two-hours-on-battery/data/supplement-runs/tuned-cpu-mini-m6.json` | `derived.decode_tok_s.median` | writing: median, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm; num_thread 12 |
| threads-and-writing-speed | gemma4:26b at 4 threads · 3700X, 32 GB DDR4 | 11.92 | 11.919 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[2].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| threads-and-writing-speed | mistral-small3.2 at 4 threads · 3700X, 32 GB DDR4 | 2.67 | 2.669 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[3].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| first word | qwen3.5:9b · EPYC 7532, 128 GB | 4.92 | 4.9195 | `/two-hours-on-battery/data/runs/cpu-server-m1.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | qwen3.5:9b · 290HX Plus, 64 GB | 14.06 | 14.0612 | `/two-hours-on-battery/data/runs/cpu-laptop-m1.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | qwen3.5:9b · i5-12600H, 32 GB | 16.03 | 16.0311 | `/two-hours-on-battery/data/runs/cpu-mini-m1.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | qwen3.5:9b · 3700X, 32 GB DDR4 | 11.26 | 11263.7 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f1-qwen3.5-9b-tdef"].first_word_median_ms 11263.7 ÷` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 4096; prompt_tokens 537; no_card PROVEN |
| first word | gemma4:12b · EPYC 7532, 128 GB | 6.89 | 6.8868 | `/two-hours-on-battery/data/runs/cpu-server-m2.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | gemma4:12b · 290HX Plus, 64 GB | 22.18 | 22.1800 | `/two-hours-on-battery/data/runs/cpu-laptop-m2.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | gemma4:12b · i5-12600H, 32 GB | 25.61 | 25.6059 | `/two-hours-on-battery/data/runs/cpu-mini-m2.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | gemma4:12b · 3700X, 32 GB DDR4 | 17.14 | 17143.5 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f1-gemma4-12b-tdef"].first_word_median_ms 17143.5 ÷` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 4096; prompt_tokens 536; no_card PROVEN |
| first word | phi4:14b · EPYC 7532, 128 GB | 8.11 | 8.1150 | `/two-hours-on-battery/data/runs/cpu-server-m3.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | phi4:14b · 290HX Plus, 64 GB | 26.42 | 26.4160 | `/two-hours-on-battery/data/runs/cpu-laptop-m3.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | phi4:14b · i5-12600H, 32 GB | 35.39 | 35.3861 | `/two-hours-on-battery/data/runs/cpu-mini-m3.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | phi4:14b · 3700X, 32 GB DDR4 | 21.10 | 21103.4 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f1-phi4-14b-tdef"].first_word_median_ms 21103.4 ÷` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 4096; prompt_tokens 505; no_card PROVEN |
| first word | mistral-small3.2 · EPYC 7532, 128 GB | 24.63 | 24.6330 | `/two-hours-on-battery/data/runs/cpu-server-m4.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | mistral-small3.2 · 290HX Plus, 64 GB | 82.36 | 82.3586 | `/two-hours-on-battery/data/runs/cpu-laptop-m4.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | mistral-small3.2 · i5-12600H, 32 GB | 97.67 | 97.6731 | `/two-hours-on-battery/data/runs/cpu-mini-m4.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | mistral-small3.2 · 3700X, 32 GB DDR4 | 62.45 | 62446.1 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[1].first_word_median_ms 62446.1 ÷` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| first word | gemma4:26b · EPYC 7532, 128 GB | 3.74 | 3.7424 | `/two-hours-on-battery/data/runs/cpu-server-m5.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | gemma4:26b · 290HX Plus, 64 GB | 8.51 | 8.5129 | `/two-hours-on-battery/data/runs/cpu-laptop-m5.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | gemma4:26b · i5-12600H, 32 GB | 11.43 | 11.4255 | `/two-hours-on-battery/data/runs/cpu-mini-m5.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | gemma4:26b · 3700X, 32 GB DDR4 | 8.26 | 8255.4 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[0].first_word_median_ms 8255.4 ÷` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| first word | Nemotron 30B-A3B · EPYC 7532, 128 GB | 4.03 | 4.0308 | `/two-hours-on-battery/data/runs/cpu-server-m6.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | Nemotron 30B-A3B · 290HX Plus, 64 GB | 9.86 | 9.8561 | `/two-hours-on-battery/data/runs/cpu-laptop-m6.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | Nemotron 30B-A3B · i5-12600H, 32 GB | 14.08 | 14.0751 | `/two-hours-on-battery/data/runs/cpu-mini-m6.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 2 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| first word | llama3.3:70b · EPYC 7532, 128 GB | 37.58 | 37.5759 | `/two-hours-on-battery/data/runs/cpu-server-x2.json` | `cold_load[] (ttft_ms − load_duration_ns ÷ 1e6) ÷ 1,000, median of 1 (rule 3 item 2)` | first word: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 1 |
| reading | qwen3.5:9b · EPYC 7532, 128 GB | 109.4 | 109.4125 | `/two-hours-on-battery/data/runs/cpu-server-m1.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | qwen3.5:9b · 290HX Plus, 64 GB | 38.2 | 38.2017 | `/two-hours-on-battery/data/runs/cpu-laptop-m1.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | qwen3.5:9b · i5-12600H, 32 GB | 33.5 | 33.5084 | `/two-hours-on-battery/data/runs/cpu-mini-m1.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | qwen3.5:9b · 3700X, 32 GB DDR4 | 47.7 | 47.7000 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f1-qwen3.5-9b-tdef"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 4096; prompt_tokens 537; no_card PROVEN |
| reading | gemma4:12b · EPYC 7532, 128 GB | 78.0 | 77.9816 | `/two-hours-on-battery/data/runs/cpu-server-m2.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | gemma4:12b · 290HX Plus, 64 GB | 24.2 | 24.1720 | `/two-hours-on-battery/data/runs/cpu-laptop-m2.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | gemma4:12b · i5-12600H, 32 GB | 20.9 | 20.9379 | `/two-hours-on-battery/data/runs/cpu-mini-m2.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | gemma4:12b · 3700X, 32 GB DDR4 | 31.3 | 31.2780 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f1-gemma4-12b-tdef"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 4096; prompt_tokens 536; no_card PROVEN |
| reading | phi4:14b · EPYC 7532, 128 GB | 62.3 | 62.2995 | `/two-hours-on-battery/data/runs/cpu-server-m3.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | phi4:14b · 290HX Plus, 64 GB | 19.1 | 19.1204 | `/two-hours-on-battery/data/runs/cpu-laptop-m3.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | phi4:14b · i5-12600H, 32 GB | 14.3 | 14.3250 | `/two-hours-on-battery/data/runs/cpu-mini-m3.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | phi4:14b · 3700X, 32 GB DDR4 | 23.9 | 23.9360 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f1-phi4-14b-tdef"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 4096; prompt_tokens 505; no_card PROVEN |
| reading | mistral-small3.2 · EPYC 7532, 128 GB | 41.5 | 41.5492 | `/two-hours-on-battery/data/runs/cpu-server-m4.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | mistral-small3.2 · 290HX Plus, 64 GB | 12.4 | 12.4220 | `/two-hours-on-battery/data/runs/cpu-laptop-m4.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | mistral-small3.2 · i5-12600H, 32 GB | 10.5 | 10.4744 | `/two-hours-on-battery/data/runs/cpu-mini-m4.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | mistral-small3.2 · 3700X, 32 GB DDR4 | 16.4 | 16.3830 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[1].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| reading | gemma4:26b · EPYC 7532, 128 GB | 143.7 | 143.7255 | `/two-hours-on-battery/data/runs/cpu-server-m5.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | gemma4:26b · 290HX Plus, 64 GB | 63.0 | 63.0048 | `/two-hours-on-battery/data/runs/cpu-laptop-m5.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | gemma4:26b · i5-12600H, 32 GB | 46.9 | 46.9384 | `/two-hours-on-battery/data/runs/cpu-mini-m5.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | gemma4:26b · 3700X, 32 GB DDR4 | 65.0 | 64.9700 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[0].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| reading | Nemotron 30B-A3B · EPYC 7532, 128 GB | 132.2 | 132.1768 | `/two-hours-on-battery/data/runs/cpu-server-m6.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | Nemotron 30B-A3B · 290HX Plus, 64 GB | 54.0 | 53.9973 | `/two-hours-on-battery/data/runs/cpu-laptop-m6.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | Nemotron 30B-A3B · i5-12600H, 32 GB | 37.9 | 37.9157 | `/two-hours-on-battery/data/runs/cpu-mini-m6.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 2 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 2 |
| reading | llama3.3:70b · EPYC 7532, 128 GB | 13.4 | 13.4416 | `/two-hours-on-battery/data/runs/cpu-server-x2.json` | `cold_load[] prompt_eval_count ÷ prompt_eval_duration_ns, median of 1 (rule 2)` | prompt reading: one decimal | not CONTAMINATED; ps_confirmed_empty_before true; cold n = 1 |
| the-cached-prompt-trap | qwen3.5:9b cached · i5-12600H, 32 GB | 0.21 | 210.78 | `/two-hours-on-battery/data/runs/cpu-mini-m1.json` | `derived.ttft_ms.median (ms ÷ 1,000)` | cached first token: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| the-cached-prompt-trap | gemma4:12b cached · i5-12600H, 32 GB | 0.60 | 597.6 | `/two-hours-on-battery/data/runs/cpu-mini-m2.json` | `derived.ttft_ms.median (ms ÷ 1,000)` | cached first token: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| the-cached-prompt-trap | phi4:14b cached · i5-12600H, 32 GB | 0.20 | 196.62 | `/two-hours-on-battery/data/runs/cpu-mini-m3.json` | `derived.ttft_ms.median (ms ÷ 1,000)` | cached first token: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| the-cached-prompt-trap | mistral-small3.2 cached · i5-12600H, 32 GB | 0.31 | 314.85 | `/two-hours-on-battery/data/runs/cpu-mini-m4.json` | `derived.ttft_ms.median (ms ÷ 1,000)` | cached first token: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| the-cached-prompt-trap | gemma4:26b cached · i5-12600H, 32 GB | 0.33 | 326.21 | `/two-hours-on-battery/data/runs/cpu-mini-m5.json` | `derived.ttft_ms.median (ms ÷ 1,000)` | cached first token: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| the-cached-prompt-trap | Nemotron 30B-A3B cached · i5-12600H, 32 GB | 0.18 | 183.42 | `/two-hours-on-battery/data/runs/cpu-mini-m6.json` | `derived.ttft_ms.median (ms ÷ 1,000)` | cached first token: seconds, two decimals | not CONTAMINATED; ps_confirmed_empty_before true on every cold run; n = 5 warm |
| threads-and-the-wait | gemma4:26b · laptop · prompt reading | 61.8 | 61.789 | `/speeds-from-ram-alone/data/laptop/summary.json` | `arms[0].prefill_median` | prompt reading | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 3; no_card PROVEN |
| threads-and-the-wait | gemma4:26b · laptop · prompt reading | 152.1 | 152.057 | `/speeds-from-ram-alone/data/laptop/summary.json` | `arms[2].prefill_median` | prompt reading | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 1; no_card PROVEN |
| threads-and-the-wait | mistral-small3.2 · laptop · prompt reading | 12.3 | 12.281 | `/speeds-from-ram-alone/data/laptop/summary.json` | `arms[1].prefill_median` | prompt reading | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 3; no_card PROVEN |
| threads-and-the-wait | mistral-small3.2 · laptop · prompt reading | 36.7 | 36.693 | `/speeds-from-ram-alone/data/laptop/summary.json` | `arms[3].prefill_median` | prompt reading | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 3; no_card PROVEN |
| threads-and-the-wait | gemma4:26b · laptop · first word | 8.68 | 8679.7 | `/speeds-from-ram-alone/data/laptop/summary.json` | `arms[0].first_word_median_ms` | first word | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 3; no_card PROVEN |
| threads-and-the-wait | gemma4:26b · laptop · first word | 3.54 | 3536.1 | `/speeds-from-ram-alone/data/laptop/summary.json` | `arms[2].first_word_median_ms` | first word | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 1; no_card PROVEN |
| threads-and-the-wait | mistral-small3.2 · laptop · first word | 83.30 | 83301.0 | `/speeds-from-ram-alone/data/laptop/summary.json` | `arms[1].first_word_median_ms` | first word | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 3; no_card PROVEN |
| threads-and-the-wait | mistral-small3.2 · laptop · first word | 27.89 | 27885.7 | `/speeds-from-ram-alone/data/laptop/summary.json` | `arms[3].first_word_median_ms` | first word | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 3; no_card PROVEN |
| threads-and-the-wait | gemma4:26b · two-channel-desktop · prompt reading | 65.0 | 64.97 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[0].prefill_median` | prompt reading | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| threads-and-the-wait | gemma4:26b · two-channel-desktop · prompt reading | 34.9 | 34.89 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[2].prefill_median` | prompt reading | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| threads-and-the-wait | mistral-small3.2 · two-channel-desktop · prompt reading | 16.4 | 16.383 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[1].prefill_median` | prompt reading | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| threads-and-the-wait | mistral-small3.2 · two-channel-desktop · prompt reading | 8.5 | 8.544 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[3].prefill_median` | prompt reading | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| threads-and-the-wait | gemma4:26b · two-channel-desktop · first word | 8.26 | 8255.4 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[0].first_word_median_ms` | first word | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| threads-and-the-wait | gemma4:26b · two-channel-desktop · first word | 15.37 | 15368.6 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[2].first_word_median_ms` | first word | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| threads-and-the-wait | mistral-small3.2 · two-channel-desktop · first word | 62.45 | 62446.1 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[1].first_word_median_ms` | first word | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| threads-and-the-wait | mistral-small3.2 · two-channel-desktop · first word | 119.75 | 119747.6 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `arms[3].first_word_median_ms` | first word | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; no_card PROVEN |
| the-wait-for-a-long-question | gemma4:26b 0.5K · laptop | 7.72 | 7715.7 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p0500"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 496; no_card PROVEN |
| the-wait-for-a-long-question | gemma4:26b 0.5K · desktop | 7.61 | 7611.6 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-gemma4-26b-p0500"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 496; no_card PROVEN |
| the-wait-for-a-long-question | gemma4:26b 2K · laptop | 32.16 | 32157.6 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p2000"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 1959; no_card PROVEN |
| the-wait-for-a-long-question | gemma4:26b 2K · desktop | 31.56 | 31557.7 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-gemma4-26b-p2000"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 1959; no_card PROVEN |
| the-wait-for-a-long-question | gemma4:26b 4K · laptop | 68.67 | 68668.3 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p4000"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 3994; no_card PROVEN |
| the-wait-for-a-long-question | gemma4:26b 4K · desktop | 66.13 | 66126.3 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-gemma4-26b-p4000"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 3994; no_card PROVEN |
| the-wait-for-a-long-question | gemma4:26b 8K · laptop | 146.22 | 146218.0 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p8000"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 7965; no_card PROVEN |
| the-wait-for-a-long-question | gemma4:26b 8K · desktop | 138.23 | 138234.8 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-gemma4-26b-p8000"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 7965; no_card PROVEN |
| the-wait-for-a-long-question | qwen3.5:9b 0.5K · laptop | 12.73 | 12732.9 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p0500"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 1; ctx_seen 16384; prompt_tokens 488; no_card PROVEN |
| the-wait-for-a-long-question | qwen3.5:9b 0.5K · desktop | 10.17 | 10174.0 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p0500"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 488; no_card PROVEN |
| the-wait-for-a-long-question | qwen3.5:9b 2K · laptop | 51.27 | 51273.7 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p2000"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 2; ctx_seen 16384; prompt_tokens 1932; no_card PROVEN |
| the-wait-for-a-long-question | qwen3.5:9b 2K · desktop | 40.96 | 40960.1 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p2000"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 1932; no_card PROVEN |
| the-wait-for-a-long-question | qwen3.5:9b 4K · laptop | 105.48 | 105476.8 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p4000"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 3928; no_card PROVEN |
| the-wait-for-a-long-question | qwen3.5:9b 4K · desktop | 84.37 | 84369.0 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p4000"].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 3928; no_card PROVEN |
| writing-speed-by-question-length | gemma4:26b 0.5K · laptop | 14.94 | 14.943 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p0500"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 496; no_card PROVEN |
| writing-speed-by-question-length | gemma4:26b 0.5K · desktop | 13.93 | 13.929 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-gemma4-26b-p0500"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 496; no_card PROVEN |
| writing-speed-by-question-length | gemma4:26b 2K · laptop | 12.32 | 12.32 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p2000"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 1959; no_card PROVEN |
| writing-speed-by-question-length | gemma4:26b 2K · desktop | 12.03 | 12.032 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-gemma4-26b-p2000"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 1959; no_card PROVEN |
| writing-speed-by-question-length | gemma4:26b 4K · laptop | 12.12 | 12.124 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p4000"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 3994; no_card PROVEN |
| writing-speed-by-question-length | gemma4:26b 4K · desktop | 11.66 | 11.659 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-gemma4-26b-p4000"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 3994; no_card PROVEN |
| writing-speed-by-question-length | gemma4:26b 8K · laptop | 8.16 | 8.16 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p8000"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 7965; no_card PROVEN |
| writing-speed-by-question-length | gemma4:26b 8K · desktop | 8.10 | 8.103 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-gemma4-26b-p8000"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 7965; no_card PROVEN |
| writing-speed-by-question-length | qwen3.5:9b 0.5K · laptop | 7.36 | 7.358 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p0500"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 1; ctx_seen 16384; prompt_tokens 488; no_card PROVEN |
| writing-speed-by-question-length | qwen3.5:9b 0.5K · desktop | 6.19 | 6.194 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p0500"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 488; no_card PROVEN |
| writing-speed-by-question-length | qwen3.5:9b 2K · laptop | 7.21 | 7.211 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p2000"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 2; ctx_seen 16384; prompt_tokens 1932; no_card PROVEN |
| writing-speed-by-question-length | qwen3.5:9b 2K · desktop | 6.15 | 6.148 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p2000"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 1932; no_card PROVEN |
| writing-speed-by-question-length | qwen3.5:9b 4K · laptop | 6.90 | 6.899 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p4000"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 3928; no_card PROVEN |
| writing-speed-by-question-length | qwen3.5:9b 4K · desktop | 6.06 | 6.055 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p4000"].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 3928; no_card PROVEN |
| prompt-reading-by-question-length | gemma4:26b 0.5K · laptop | 64.3 | 64.322 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p0500"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 496; no_card PROVEN |
| prompt-reading-by-question-length | gemma4:26b 0.5K · desktop | 65.2 | 65.213 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-gemma4-26b-p0500"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 496; no_card PROVEN |
| prompt-reading-by-question-length | gemma4:26b 2K · laptop | 60.9 | 60.934 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p2000"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 1959; no_card PROVEN |
| prompt-reading-by-question-length | gemma4:26b 2K · desktop | 62.1 | 62.109 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-gemma4-26b-p2000"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 1959; no_card PROVEN |
| prompt-reading-by-question-length | gemma4:26b 4K · laptop | 58.2 | 58.177 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p4000"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 3994; no_card PROVEN |
| prompt-reading-by-question-length | gemma4:26b 4K · desktop | 60.4 | 60.432 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-gemma4-26b-p4000"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 3994; no_card PROVEN |
| prompt-reading-by-question-length | gemma4:26b 8K · laptop | 54.5 | 54.488 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p8000"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 7965; no_card PROVEN |
| prompt-reading-by-question-length | gemma4:26b 8K · desktop | 57.7 | 57.663 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-gemma4-26b-p8000"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 7965; no_card PROVEN |
| prompt-reading-by-question-length | qwen3.5:9b 0.5K · laptop | 38.3 | 38.337 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p0500"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 1; ctx_seen 16384; prompt_tokens 488; no_card PROVEN |
| prompt-reading-by-question-length | qwen3.5:9b 0.5K · desktop | 48.0 | 47.99 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p0500"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 488; no_card PROVEN |
| prompt-reading-by-question-length | qwen3.5:9b 2K · laptop | 37.7 | 37.685 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p2000"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 2; ctx_seen 16384; prompt_tokens 1932; no_card PROVEN |
| prompt-reading-by-question-length | qwen3.5:9b 2K · desktop | 47.2 | 47.183 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p2000"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 1932; no_card PROVEN |
| prompt-reading-by-question-length | qwen3.5:9b 4K · laptop | 37.2 | 37.244 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p4000"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 3928; no_card PROVEN |
| prompt-reading-by-question-length | qwen3.5:9b 4K · desktop | 46.6 | 46.572 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p4000"].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 0; throttle_unread_runs 0; ctx_seen 16384; prompt_tokens 3928; no_card PROVEN |
| where-more-threads-stop-helping | i5-12600H mini PC · Nemotron 30B-A3B · 4 threads | 14.44 | 14.436 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-mini-m6-moe.json` | `rows[num_thread=4].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | i5-12600H mini PC · Nemotron 30B-A3B · 6 threads | 13.60 | 13.604 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-mini-m6-moe.json` | `rows[num_thread=6].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | i5-12600H mini PC · Nemotron 30B-A3B · 8 threads | 12.52 | 12.524 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-mini-m6-moe.json` | `rows[num_thread=8].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | i5-12600H mini PC · Nemotron 30B-A3B · 12 threads | 7.28 | 7.28 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-mini-m6-moe.json` | `rows[num_thread=12].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | i5-12600H mini PC · Nemotron 30B-A3B · 16 threads | 1.27 | 1.273 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-mini-m6-moe.json` | `rows[num_thread=16].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | 290HX Plus laptop · qwen3.5:9b · 4 threads | 7.41 | 7.409 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-laptop-m1.json` | `rows[num_thread=4].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | 290HX Plus laptop · qwen3.5:9b · 8 threads | 10.48 | 10.484 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-laptop-m1.json` | `rows[num_thread=8].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | 290HX Plus laptop · qwen3.5:9b · 12 threads | 12.17 | 12.165 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-laptop-m1.json` | `rows[num_thread=12].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | 290HX Plus laptop · qwen3.5:9b · 16 threads | 12.82 | 12.819 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-laptop-m1.json` | `rows[num_thread=16].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | 290HX Plus laptop · qwen3.5:9b · 20 threads | 13.05 | 13.048 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-laptop-m1.json` | `rows[num_thread=20].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | 290HX Plus laptop · qwen3.5:9b · 24 threads | 11.98 | 11.984 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-laptop-m1.json` | `rows[num_thread=24].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | i5-12600H mini PC · qwen3.5:9b · 4 threads | 8.80 | 8.8 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-mini-m1.json` | `rows[num_thread=4].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | i5-12600H mini PC · qwen3.5:9b · 8 threads | 9.15 | 9.154 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-mini-m1.json` | `rows[num_thread=8].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | i5-12600H mini PC · qwen3.5:9b · 12 threads | 10.09 | 10.086 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-mini-m1.json` | `rows[num_thread=12].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| where-more-threads-stop-helping | i5-12600H mini PC · qwen3.5:9b · 16 threads | 10.07 | 10.074 | `/two-hours-on-battery/data/supplement-runs/sweep-cpu-mini-m1.json` | `rows[num_thread=16].decode_median` | writing: median of five, two decimals | the median-of-five sweep (not the parent best-of-two) |
| what-the-triad-read | EPYC 7532, 128 GB · 2026-08-25 best | 100.69 | 100.69 | `/two-hours-on-battery/data/receipts/triad-cpu-server.txt` | `TRIAD_BEST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | EPYC 7532, 128 GB · 2026-08-25 worst | 100.36 | 100.36 | `/two-hours-on-battery/data/receipts/triad-cpu-server.txt` | `TRIAD_WORST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | EPYC 7532, 128 GB · 2026-11-03 best | 98.16 | 98.16 | `/speeds-from-ram-alone/data/eight-channel-desktop/triad.json` | `receipt.TRIAD_BEST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | EPYC 7532, 128 GB · 2026-11-03 worst | 79.39 | 79.39 | `/speeds-from-ram-alone/data/eight-channel-desktop/triad.json` | `receipt.TRIAD_WORST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | 290HX Plus, 64 GB · 2026-08-25 best | 59.31 | 59.31 | `/two-hours-on-battery/data/receipts/triad-cpu-laptop.txt` | `TRIAD_BEST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | 290HX Plus, 64 GB · 2026-08-25 worst | 49.21 | 49.21 | `/two-hours-on-battery/data/receipts/triad-cpu-laptop.txt` | `TRIAD_WORST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | 290HX Plus, 64 GB · 2026-11-05 best | 59.83 | 59.83 | `/speeds-from-ram-alone/data/laptop/triad.json` | `receipt.TRIAD_BEST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | 290HX Plus, 64 GB · 2026-11-05 worst | 57.77 | 57.77 | `/speeds-from-ram-alone/data/laptop/triad.json` | `receipt.TRIAD_WORST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | 290HX Plus, 64 GB · 2026-11-08 best | 59.92 | 59.92 | `/ram-speeds-compared/data/fill-in/laptop/triad.json` | `receipt.TRIAD_BEST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | 290HX Plus, 64 GB · 2026-11-08 worst | 55.77 | 55.77 | `/ram-speeds-compared/data/fill-in/laptop/triad.json` | `receipt.TRIAD_WORST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | i5-12600H, 32 GB · 2026-08-25 best | 51.12 | 51.12 | `/two-hours-on-battery/data/receipts/triad-cpu-mini.txt` | `TRIAD_BEST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | i5-12600H, 32 GB · 2026-08-25 worst | 50.85 | 50.85 | `/two-hours-on-battery/data/receipts/triad-cpu-mini.txt` | `TRIAD_WORST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | 3700X, 32 GB DDR4 · 2026-11-04 best | 21.43 | 21.43 | `/speeds-from-ram-alone/data/two-channel-desktop/triad.json` | `receipt.TRIAD_BEST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | 3700X, 32 GB DDR4 · 2026-11-04 worst | 21.37 | 21.37 | `/speeds-from-ram-alone/data/two-channel-desktop/triad.json` | `receipt.TRIAD_WORST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | 3700X, 32 GB DDR4 · 2026-11-08 best | 19.50 | 19.5 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/triad.json` | `receipt.TRIAD_BEST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| what-the-triad-read | 3700X, 32 GB DDR4 · 2026-11-08 worst | 18.75 | 18.75 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/triad.json` | `receipt.TRIAD_WORST_GBs` | GB/s as the file prints | nine reps scored, the first of ten discarded |
| writing-speed-and-the-triad | EPYC 7532, 128 GB k 2026-08-25 | 0.2451 | 24.675 ÷ 100.69 | `/two-hours-on-battery/data/runs/cpu-server-m5.json and /two-hours-on-battery/data/receipts/triad-cpu-server.txt` | `derived.decode_tok_s.median ÷ TRIAD_BEST_GBs` | k: four decimals, derived from raw fields | derived; the battery page printed 0.245 |
| writing-speed-and-the-triad | 290HX Plus, 64 GB k 2026-08-25 | 0.2235 | 13.258 ÷ 59.31 | `/two-hours-on-battery/data/runs/cpu-laptop-m5.json and /two-hours-on-battery/data/receipts/triad-cpu-laptop.txt` | `derived.decode_tok_s.median ÷ TRIAD_BEST_GBs` | k: four decimals, derived from raw fields | derived; the battery page printed 0.223 |
| writing-speed-and-the-triad | 290HX Plus, 64 GB 2026-11-05 | 14.63 | 14.627 | `/speeds-from-ram-alone/data/laptop/summary.json` | `arms[0].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 3; no_card PROVEN |
| writing-speed-and-the-triad | 290HX Plus, 64 GB k 2026-11-05 | 0.2445 | 0.2445 | `/speeds-from-ram-alone/data/laptop/summary.json` | `bandwidth_rule.k` | k as the file prints | bandwidth_rule.verdict HOLDS |
| writing-speed-and-the-triad | i5-12600H, 32 GB k 2026-08-25 | 0.2476 | 12.657 ÷ 51.12 | `/two-hours-on-battery/data/runs/cpu-mini-m5.json and /two-hours-on-battery/data/receipts/triad-cpu-mini.txt` | `derived.decode_tok_s.median ÷ TRIAD_BEST_GBs` | k: four decimals, derived from raw fields | derived; the battery page printed 0.247 |
| writing-speed-and-the-triad | 3700X, 32 GB DDR4 k 2026-11-04 | 0.6366 | 0.6366 | `/speeds-from-ram-alone/data/two-channel-desktop/summary.json` | `bandwidth_rule.k` | k as the file prints | bandwidth_rule.verdict ABOVE |
| the-big-model-from-128-gb | 8 threads · Writing speed, tok/s (client clock) | 6.51 | 6.51 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[0].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN; share_of_ceiling 0.342 |
| the-big-model-from-128-gb | 16 threads · Writing speed, tok/s (client clock) | 7.74 | 7.741 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[2].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN; share_of_ceiling 0.407 |
| the-big-model-from-128-gb | 32 threads · Writing speed, tok/s (client clock) | 8.33 | 8.325 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[1].decode_median` | writing: median, two decimals | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN; share_of_ceiling 0.438 |
| the-big-model-from-128-gb | 8 threads · Prompt reading, tok/s (4,038-token prompts) | 19.6 | 19.633 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[0].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN; share_of_ceiling 0.342 |
| the-big-model-from-128-gb | 16 threads · Prompt reading, tok/s (4,038-token prompts) | 33.0 | 33.027 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[2].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN; share_of_ceiling 0.407 |
| the-big-model-from-128-gb | 32 threads · Prompt reading, tok/s (4,038-token prompts) | 41.1 | 41.069 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[1].prefill_median` | prompt reading: one decimal | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN; share_of_ceiling 0.438 |
| the-big-model-from-128-gb | 8 threads · First word, s | 205.70 | 205698.7 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[0].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN; share_of_ceiling 0.342 |
| the-big-model-from-128-gb | 16 threads · First word, s | 122.28 | 122276.4 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[2].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN; share_of_ceiling 0.407 |
| the-big-model-from-128-gb | 32 threads · First word, s | 98.35 | 98346.5 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[1].first_word_median_ms` | first word: seconds, two decimals | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN; share_of_ceiling 0.438 |
| the-big-model-from-128-gb | 8 threads · Energy a request, kJ (NOT WALL, model loaded) | 26.633 | 26.633 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[0].request_kj_median` | kJ as the file prints | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN; share_of_ceiling 0.342 |
| the-big-model-from-128-gb | 16 threads · Energy a request, kJ (NOT WALL, model loaded) | 20.925 | 20.925 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[2].request_kj_median` | kJ as the file prints | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN; share_of_ceiling 0.407 |
| the-big-model-from-128-gb | 32 threads · Energy a request, kJ (NOT WALL, model loaded) | 19.308 | 19.308 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[1].request_kj_median` | kJ as the file prints | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN; share_of_ceiling 0.438 |
| laptop-package-watts-frozen-prompt | gemma4:26b 4 thr | 78.46 | 78.46 | `/speeds-from-ram-alone/data/laptop/summary.json` | `arms[0].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 3; no_card PROVEN |
| laptop-package-watts-frozen-prompt | mistral 24B 4 thr | 65.03 | 65.03 | `/speeds-from-ram-alone/data/laptop/summary.json` | `arms[1].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 3; no_card PROVEN |
| laptop-package-watts-frozen-prompt | gemma4:26b 20 thr | 110.58 | 110.58 | `/speeds-from-ram-alone/data/laptop/summary.json` | `arms[2].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 1; no_card PROVEN |
| laptop-package-watts-frozen-prompt | mistral 24B 20 thr | 125.05 | 125.05 | `/speeds-from-ram-alone/data/laptop/summary.json` | `arms[3].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 3; no_card PROVEN |
| laptop-package-watts-frozen-prompt | Idle | 13.5 | 13.5 | `/speeds-from-ram-alone/data/laptop/summary.json` | `idle_package.mean_w` | watts as the file prints (NOT WALL) | idle_package.seconds 60.02 |
| laptop-package-watts-ladder | gemma4:26b 0.5K | 72.56 | 72.56 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p0500"].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 496; no_card PROVEN |
| laptop-package-watts-ladder | gemma4:26b 2K | 73.54 | 73.54 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p2000"].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 1959; no_card PROVEN |
| laptop-package-watts-ladder | gemma4:26b 4K | 75.36 | 75.36 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p4000"].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 3994; no_card PROVEN |
| laptop-package-watts-ladder | gemma4:26b 8K | 71.18 | 71.18 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-gemma4-26b-p8000"].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 7965; no_card PROVEN |
| laptop-package-watts-ladder | qwen3.5:9b 0.5K | 60.51 | 60.51 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p0500"].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 1; ctx_seen 16384; prompt_tokens 488; no_card PROVEN |
| laptop-package-watts-ladder | qwen3.5:9b 2K | 61.31 | 61.31 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p2000"].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 2; ctx_seen 16384; prompt_tokens 1932; no_card PROVEN |
| laptop-package-watts-ladder | qwen3.5:9b 4K | 62.15 | 62.15 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `arms[arm = "f2-qwen3.5-9b-p4000"].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; first_word_n 3; labels none; throttled_runs 3; ctx_seen 16384; prompt_tokens 3928; no_card PROVEN |
| laptop-package-watts-ladder | Idle | 14.96 | 14.96 | `/ram-speeds-compared/data/fill-in/laptop/summary.json` | `idle_package.mean_w` | watts as the file prints (NOT WALL) | idle_package.seconds 60.02 |
| epyc-package-watts-big-model | 8 threads | 115.89 | 115.89 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[0].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN |
| epyc-package-watts-big-model | 16 threads | 131.04 | 131.04 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[2].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN |
| epyc-package-watts-big-model | 32 threads | 147.49 | 147.49 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `arms[1].decode_package_w_median` | watts as the file prints (NOT WALL) | voids []; flags []; n_scored 3; prefill_n 3; labels none; throttled_runs 0; no_card PROVEN |
| epyc-package-watts-big-model | Idle | 54.24 | 54.24 | `/speeds-from-ram-alone/data/eight-channel-desktop/summary.json` | `idle_package.mean_w` | watts as the file prints (NOT WALL) | idle_package.seconds 60.02 |
| an-older-desktop | qwen3.5:9b Q4_K_M | 6.96 | 6.96 | `/ram-speeds-compared/data/older-desktop/gpu-3080-m1-cpu-box.json` | `derived.decode_tok_s.median` | writing: median of three warm runs, two decimals | ollama_version 0.32.13; ps_after_load[0].digest 6488c96fa5fa…; quantization Q4_K_M; qwen35 9.7B |
| an-older-desktop | qwen3.5:9b Q8_0 | 4.39 | 4.394 | `/ram-speeds-compared/data/older-desktop/gpu-3080-x2-cpu-box.json` | `derived.decode_tok_s.median` | writing: median of three warm runs, two decimals | ollama_version 0.32.13; ps_after_load[0].digest 441ec31e4d2a…; quantization Q8_0; qwen35 9.7B |
| an-older-desktop | gemma4:12b Q4_K_M | 4.85 | 4.847 | `/ram-speeds-compared/data/older-desktop/gpu-3080-m2-cpu-box.json` | `derived.decode_tok_s.median` | writing: median of three warm runs, two decimals | ollama_version 0.32.13; ps_after_load[0].digest 4eb23ef187e2…; quantization Q4_K_M; gemma4 11.9B |
| an-older-desktop | gemma4:12b Q8_0 | 3.03 | 3.032 | `/ram-speeds-compared/data/older-desktop/gpu-3080-x1-cpu-box.json` | `derived.decode_tok_s.median` | writing: median of three warm runs, two decimals | ollama_version 0.32.13; ps_after_load[0].digest 41c402fdddc2…; quantization Q8_0; gemma4 11.9B |
| an-older-desktop | phi4:14b Q4_K_M | 4.29 | 4.289 | `/ram-speeds-compared/data/older-desktop/gpu-3080-m3-cpu-box.json` | `derived.decode_tok_s.median` | writing: median of three warm runs, two decimals | ollama_version 0.32.13; ps_after_load[0].digest ac896e5b8b34…; quantization Q4_K_M; phi3 14.7B |
| an-older-desktop | mistral-small3.2 Q4_K_M | 2.71 | 2.71 | `/ram-speeds-compared/data/older-desktop/gpu-3080-m4-cpu-box.json` | `derived.decode_tok_s.median` | writing: median of three warm runs, two decimals | ollama_version 0.32.13; ps_after_load[0].digest 5a408ab55df5…; quantization Q4_K_M; mistral3 24.0B |
| an-older-desktop | gemma4:26b Q4_K_M | 12.80 | 12.802 | `/ram-speeds-compared/data/older-desktop/gpu-3080-m5-cpu-box.json` | `derived.decode_tok_s.median` | writing: median of three warm runs, two decimals | ollama_version 0.32.13; ps_after_load[0].digest 5571076f3d70…; quantization Q4_K_M; gemma4 25.8B |
| an-older-desktop | Nemotron 30B-A3B Q4_K_M | 13.06 | 13.057 | `/ram-speeds-compared/data/older-desktop/gpu-3080-m6-cpu-box.json` | `derived.decode_tok_s.median` | writing: median of three warm runs, two decimals | ollama_version 0.32.13; ps_after_load[0].digest e7a64ff15fb1…; quantization Q4_K_M; nemotron_h_moe 32.9B |
| embeddings-on-the-processor | EPYC 7532, 128 GB | 26.50 | 26.496 | `/two-hours-on-battery/data/runs/cpu-server-x1.json` | `embeddings_per_s` | embeddings a second, two decimals | n_texts 100; distinct_texts 100 |
| embeddings-on-the-processor | 290HX Plus, 64 GB | 15.87 | 15.868 | `/two-hours-on-battery/data/runs/cpu-laptop-x1.json` | `embeddings_per_s` | embeddings a second, two decimals | n_texts 100; distinct_texts 100 |
| embeddings-on-the-processor | i5-12600H, 32 GB | 12.12 | 12.115 | `/two-hours-on-battery/data/runs/cpu-mini-x1.json` | `embeddings_per_s` | embeddings a second, two decimals | n_texts 100; distinct_texts 100 |

## Ties resolved by ROUND_HALF_UP (a lone dropped 5)

- 10.985 → 10.99 (cpu-server-m2 decode)
- 12.115 → 12.12 (cpu-mini-x1)
- 12.165 → 12.17 (sweep-cpu-laptop-m1 nt 12)
- 14.605 → 14.61 (cpu-mini-m6 decode)
- 24.675 → 24.68 (cpu-server-m5 decode)
- 5.945 → 5.95 (cpu-mini-m2 decode)
- 6.055 → 6.06 (f2-qwen3.5-9b-p4000 desktop decode_median)
- 7.315 → 7.32 (tuned-cpu-mini-m6 decode)
- 7.415 → 7.42 (tuned-cpu-mini-m5 decode)
- 8.325 → 8.33 (R1 arms[1].decode_median)
- 9.105 → 9.11 (cpu-mini-m1 decode)

## Loaded sizes the tables print (T1 and T6c; not chart values)

*The engine's reported size of a loaded model, ÷ 1e9, two decimals: `ps_after_load[0].size` in the battery kit, `size_total` in the fill-in's `rows.jsonl` (the first row of each model and window). The 16,384-window rows show how much of a loaded size is context cache and working buffers rather than weights (the page's pre-publication check), 12 rows.*

| printed, GB | raw bytes | file | field | window (tokens) |
|---:|---:|---|---|---:|
| 6.07 | 6071601067 | `/two-hours-on-battery/data/runs/cpu-mini-m1.json` | `ps_after_load[0].size` | 4,096 |
| 8.90 | 8897649703 | `/two-hours-on-battery/data/runs/cpu-mini-m2.json` | `ps_after_load[0].size` | 4,096 |
| 10.03 | 10034589201 | `/two-hours-on-battery/data/runs/cpu-mini-m3.json` | `ps_after_load[0].size` | 4,096 |
| 15.31 | 15305979984 | `/two-hours-on-battery/data/runs/cpu-mini-m4.json` | `ps_after_load[0].size` | 4,096 |
| 9.54 | 9535058083 | `/two-hours-on-battery/data/runs/cpu-mini-m5.json` | `ps_after_load[0].size` | 4,096 |
| 25.61 | 25609340188 | `/two-hours-on-battery/data/runs/cpu-mini-m6.json` | `ps_after_load[0].size` | 4,096 |
| 44.10 | 44102697614 | `/two-hours-on-battery/data/runs/cpu-server-x2.json` | `ps_after_load[0].size` | 4,096 |
| 6.07 | 6071601067 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/rows.jsonl` | `size_total (model "qwen3.5:9b", num_ctx 4096)` | 4,096 |
| 8.90 | 8897649703 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/rows.jsonl` | `size_total (model "gemma4:12b", num_ctx 4096)` | 4,096 |
| 10.03 | 10034589201 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/rows.jsonl` | `size_total (model "phi4:14b", num_ctx 4096)` | 4,096 |
| 9.73 | 9728006552 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/rows.jsonl` | `size_total (model "gemma4:26b", num_ctx 16384)` | 16,384 |
| 6.60 | 6604298647 | `/ram-speeds-compared/data/fill-in/two-channel-desktop/rows.jsonl` | `size_total (model "qwen3.5:9b", num_ctx 16384)` | 16,384 |