a CPU-only server: 128 GB of ECC memory, a server-class processor, and a GPU present in the box and deliberately parked
This shelf has never named the card inside it. That is a fact about what was published, not a gap in this table.
Narrow by model
The rail is CSS and nothing else — no script runs on this page. Two things it therefore cannot do, said rather than discovered: a chosen filter is not part of the address, so a narrowed view cannot be linked or bookmarked; and it cannot tell you when nothing matches, which is why the count rides on every control and why a band whose rows are all filtered out keeps its heading and empties.
Language — decode, prefill and first token
Sorted by model, then by power cap ascending — alphabetical and numeric, never by value. Every condition the page states is printed; a condition it does not state reads not stated, which is a third thing and not an uncapped card. The columns a narrow screen cannot hold are printed under the row rather than scrolled to.
| value | what was measured | model | power cap | runtime | measurement window |
|---|---|---|---|---|---|
| 11.0 tok/s | decode, median of five scored runs | gemma4:12b | not stated | Ollama · 0.32.15 | 2026-08-25 (UTC) |
| gemma4:12bnot statedOllama · 0.32.152026-08-25 (UTC) | |||||
| Q4_K_Ma 4,096-token contextits 32 physical coresnot statedtwo-hours-on-battery · the-one-table-to-remember · carried by hand, proved against that page’s own row · identity from the same page | |||||
| 6.9 s | time to first token, median of five cold-prefix runs | gemma4:12b | not stated | Ollama · 0.32.15 | 2026-08-25 (UTC) |
| gemma4:12bnot statedOllama · 0.32.152026-08-25 (UTC) | |||||
| Q4_K_Ma 4,096-token context536 prompt tokens, its 32 physical coresnot statedtwo-hours-on-battery · the-wait-prefill-is-the-real-cpu-tax · carried by hand, proved against that page’s own row · identity from the same page | |||||
| 24.7 tok/s | decode, median of five scored runs | gemma4:26b | not stated | Ollama · 0.32.15 | 2026-08-25 (UTC) |
| gemma4:26bnot statedOllama · 0.32.152026-08-25 (UTC) | |||||
| Q4_K_Ma 4,096-token contextits 32 physical coresnot statedtwo-hours-on-battery · the-one-table-to-remember · carried by hand, proved against that page’s own row · identity from the same page | |||||
| 3.7 s | time to first token, median of five cold-prefix runs | gemma4:26b (MoE) | not stated | Ollama · 0.32.15 | 2026-08-25 (UTC) |
| gemma4:26b (MoE)not statedOllama · 0.32.152026-08-25 (UTC) | |||||
| Q4_K_Ma 4,096-token context536 prompt tokens, its 32 physical coresnot statedtwo-hours-on-battery · the-wait-prefill-is-the-real-cpu-tax · carried by hand, proved against that page’s own row · identity from the same page | |||||
| 7.1 tok/s | decode, median of five scored runs | mistral-small3.2:24b | not stated | Ollama · 0.32.15 | 2026-08-25 (UTC) |
| mistral-small3.2:24bnot statedOllama · 0.32.152026-08-25 (UTC) | |||||
| Q4_K_Ma 4,096-token contextits 32 physical coresnot statedtwo-hours-on-battery · the-one-table-to-remember · carried by hand, proved against that page’s own row · identity from the same page | |||||
| 24.6 s | time to first token, median of five cold-prefix runs | mistral-small3.2:24b | not stated | Ollama · 0.32.15 | 2026-08-25 (UTC) |
| mistral-small3.2:24bnot statedOllama · 0.32.152026-08-25 (UTC) | |||||
| Q4_K_Ma 4,096-token context1,023 prompt tokens, its 32 physical coresnot statedtwo-hours-on-battery · the-wait-prefill-is-the-real-cpu-tax · carried by hand, proved against that page’s own row · identity from the same page | |||||
| 31.5 tok/s | decode, median of five scored runs | nemotron-3.5-lightning:30b-a3b | not stated | Ollama · 0.32.15 | 2026-08-25 (UTC) |
| nemotron-3.5-lightning:30b-a3bnot statedOllama · 0.32.152026-08-25 (UTC) | |||||
| Q4_K_Ma 4,096-token contextits 32 physical coresnot statedtwo-hours-on-battery · the-one-table-to-remember · carried by hand, proved against that page’s own row · identity from the same page | |||||
| 4.0 s | time to first token, median of five cold-prefix runs | nemotron-3.5-lightning:30b-a3b (MoE) | not stated | Ollama · 0.32.15 | 2026-08-25 (UTC) |
| nemotron-3.5-lightning:30b-a3b (MoE)not statedOllama · 0.32.152026-08-25 (UTC) | |||||
| Q4_K_Ma 4,096-token context532 prompt tokens, its 32 physical coresnot statedtwo-hours-on-battery · the-wait-prefill-is-the-real-cpu-tax · carried by hand, proved against that page’s own row · identity from the same page | |||||
| 11.1 tok/s | decode, median of five scored runs | phi4:14b | not stated | Ollama · 0.32.15 | 2026-08-25 (UTC) |
| phi4:14bnot statedOllama · 0.32.152026-08-25 (UTC) | |||||
| Q4_K_Ma 4,096-token contextits 32 physical coresnot statedtwo-hours-on-battery · the-one-table-to-remember · carried by hand, proved against that page’s own row · identity from the same page | |||||
| 8.1 s | time to first token, median of five cold-prefix runs | phi4:14b | not stated | Ollama · 0.32.15 | 2026-08-25 (UTC) |
| phi4:14bnot statedOllama · 0.32.152026-08-25 (UTC) | |||||
| Q4_K_Ma 4,096-token context505 prompt tokens, its 32 physical coresnot statedtwo-hours-on-battery · the-wait-prefill-is-the-real-cpu-tax · carried by hand, proved against that page’s own row · identity from the same page | |||||
| 13.6 tok/s | decode, median of five scored runs | qwen3.5:9b | not stated | Ollama · 0.32.15 | 2026-08-25 (UTC) |
| qwen3.5:9bnot statedOllama · 0.32.152026-08-25 (UTC) | |||||
| Q4_K_Ma 4,096-token contextits 32 physical coresnot statedtwo-hours-on-battery · the-one-table-to-remember · carried by hand, proved against that page’s own row · identity from the same page | |||||
| 4.9 s | time to first token, median of five cold-prefix runs | qwen3.5:9b | not stated | Ollama · 0.32.15 | 2026-08-25 (UTC) |
| qwen3.5:9bnot statedOllama · 0.32.152026-08-25 (UTC) | |||||
| Q4_K_Ma 4,096-token context537 prompt tokens, its 32 physical coresnot statedtwo-hours-on-battery · the-wait-prefill-is-the-real-cpu-tax · carried by hand, proved against that page’s own row · identity from the same page | |||||
Power, temperature, and what it costs
1 row — same rule as above.
| value | what was measured | model | power cap | runtime | measurement window |
|---|---|---|---|---|---|
| 100.7 GB/s | memory bandwidth, best triad | not stated | not stated | a STREAM triad, gcc -O3 -march=native -fopenmp · version not stated | 2026-08-25 (UTC), 17:57–19:46Z |
| not statednot stateda STREAM triad, gcc -O3 -march=native -fopenmp · version not stated2026-08-25 (UTC), 17:57–19:46Z | |||||
| not statednot stateda 2,289 MiB working set, best of 9 timed repsnot statedtwo-hours-on-battery · read-this-before-the-table-cpu-speed-is-a-memory-bandwidth · carried by hand, proved against that page’s own row · identity from the row itself | |||||
Where it appears
Every released exhibit that names this identity, in the shelf’s own order. A count beside an exhibit is how many of its figures are carried above — and it links them, because a number with no way back to what it counts is the thing this shelf exists against.
- Two Hours at 12 tok/s — 13 figures on this page
How this one is named here
The canonical name above is the full product name. Everything below is a spelling a published page or kit has actually used for it, kept so a reader who searches an older page’s words lands on this row. The set is closed and historical: no page cut after 2026-09-17 writes a memory class where it can write a card.
- the server — 128G of ECC RAM, a server-class processor.
- a server with 128G of ECC RAM and a server-class processor: 64 logical CPUs, 32 physical, not a hybrid part; a GPU present in the box and parked
- cpu-server
- the server (128G ECC)