Corsair AI Workstation 300 · public benchmark evidence
MINIV · 120K CONTEXT RETRIEVAL LADDER
Corrected, token-accounted long-context retrieval validation across 21 registered local-model aliases. Published as a retrieval envelope—not a generic quality score.
Production decision
Architect-35B Q6 remains the default production lane.
It recovered the exact deterministic marker at every tested request class through 120K, with 117,814 observed prompt tokens. The test strengthens the existing TurboQuant + MTP profile; it does not justify a global Q8 promotion.
86request rows
21registered aliases
82visible exact PASS
117,818max observed input
What was measured
Each row hides a deterministic marker in the middle of a long synthetic document. PASS requires the exact marker in the visible response. PARTIAL means it appeared only in hidden reasoning. Prompt-token counts come from the server response usage object rather than a client-side estimate. Request classes are capped by the alias’ declared context configuration.
Per-model retrieval envelope
| Alias | Declared ctx | Rows | PASS | PARTIAL | Non-pass | Max class | Max visible PASS input |
|---|---|---|---|---|---|---|---|
agentworld-35b-q6 | 131,072 | 5 | 5 | 0 | 0 | 120,000 | 117,813 |
agentworld-35b-q8 | 131,072 | 5 | 5 | 0 | 0 | 120,000 | 117,813 |
architect-35b-q6 | 131,072 | 5 | 5 | 0 | 0 | 120,000 | 117,814 |
coding-coder-27b-q6 | 131,072 | 5 | 5 | 0 | 0 | 120,000 | 117,813 |
coding-coder-27b-q8 | 131,072 | 5 | 5 | 0 | 0 | 120,000 | 117,813 |
fast-code-9b-q6 | 131,072 | 5 | 4 | 1 | 0 | 120,000 | 117,814 |
gemma4-12b-q6 | 131,072 | 5 | 4 | 0 | 1 | 120,000 | 110,630 |
gemma4-12b-q8 | 131,072 | 5 | 4 | 0 | 1 | 120,000 | 92,021 |
gemma4-26b-q6 | 65,536 | 3 | 3 | 0 | 0 | 60,000 | 55,153 |
gemma4-26b-q8 | 65,536 | 3 | 3 | 0 | 0 | 60,000 | 55,153 |
nex-n2-mini-q6 | 65,536 | 3 | 3 | 0 | 0 | 60,000 | 58,739 |
ornith-35b-q6 | 65,536 | 3 | 3 | 0 | 0 | 60,000 | 58,741 |
ornith-35b-q6-100k | 131,072 | 5 | 5 | 0 | 0 | 120,000 | 117,816 |
ornith-35b-q8 | 65,536 | 3 | 3 | 0 | 0 | 60,000 | 58,741 |
ornith-9b-q8 | 131,072 | 5 | 5 | 0 | 0 | 120,000 | 117,816 |
q8-architect-35b | 65,536 | 3 | 3 | 0 | 0 | 60,000 | 58,739 |
q8-reasoning-27b | 65,536 | 3 | 3 | 0 | 0 | 60,000 | 58,739 |
qwen3-coder-next-q4 | 32,768 | 2 | 1 | 0 | 1 | 30,000 | 17,102 |
qwen36-35b-q6 | 131,072 | 5 | 5 | 0 | 0 | 120,000 | 117,818 |
qwen36-35b-q8 | 65,536 | 3 | 3 | 0 | 0 | 60,000 | 58,743 |
reasoning-27b-q6 | 131,072 | 5 | 5 | 0 | 0 | 120,000 | 117,814 |
All public rows
| Alias | Class | Observed input | Status | Prefill tok/s | Decode tok/s | Elapsed s | Outcome |
|---|---|---|---|---|---|---|---|
agentworld-35b-q6 | 16,000 | 15,663 | PASS | 514.9 | 42.9 | 41.0 | Exact marker recovered in visible answer. |
agentworld-35b-q6 | 30,000 | 29,332 | PASS | 397.7 | 39.1 | 87.1 | Exact marker recovered in visible answer. |
agentworld-35b-q6 | 60,000 | 58,738 | PASS | 267.2 | 32.6 | 236.4 | Exact marker recovered in visible answer. |
agentworld-35b-q6 | 100,000 | 98,012 | PASS | 184.0 | 26.3 | 555.9 | Exact marker recovered in visible answer. |
agentworld-35b-q6 | 120,000 | 117,813 | PASS | 159.1 | 24.2 | 765.3 | Exact marker recovered in visible answer. |
agentworld-35b-q8 | 16,000 | 15,663 | PASS | 513.7 | 37.8 | 43.0 | Exact marker recovered in visible answer. |
agentworld-35b-q8 | 30,000 | 29,332 | PASS | 397.6 | 34.8 | 88.7 | Exact marker recovered in visible answer. |
agentworld-35b-q8 | 60,000 | 58,738 | PASS | 267.4 | 29.7 | 240.5 | Exact marker recovered in visible answer. |
agentworld-35b-q8 | 100,000 | 98,012 | PASS | 184.3 | 24.4 | 557.2 | Exact marker recovered in visible answer. |
agentworld-35b-q8 | 120,000 | 117,813 | PASS | 159.0 | 22.4 | 791.0 | Exact marker recovered in visible answer. |
architect-35b-q6 | 16,000 | 15,664 | PASS | 475.1 | 60.5 | 36.9 | Exact marker recovered in visible answer. |
architect-35b-q6 | 30,000 | 29,333 | PASS | 372.9 | 53.2 | 83.3 | Exact marker recovered in visible answer. |
architect-35b-q6 | 60,000 | 58,739 | PASS | 251.5 | 40.4 | 239.0 | Exact marker recovered in visible answer. |
architect-35b-q6 | 100,000 | 98,013 | PASS | 173.3 | 30.0 | 575.7 | Exact marker recovered in visible answer. |
architect-35b-q6 | 120,000 | 117,814 | PASS | 149.5 | 26.6 | 795.3 | Exact marker recovered in visible answer. |
coding-coder-27b-q6 | 16,000 | 15,663 | PASS | 126.7 | 17.0 | 137.9 | Exact marker recovered in visible answer. |
coding-coder-27b-q6 | 30,000 | 29,332 | PASS | 111.1 | 15.1 | 280.1 | Exact marker recovered in visible answer. |
coding-coder-27b-q6 | 60,000 | 58,738 | PASS | 85.3 | 12.0 | 707.6 | Exact marker recovered in visible answer. |
coding-coder-27b-q6 | 100,000 | 98,012 | PASS | 64.9 | 9.6 | 1,535.8 | Exact marker recovered in visible answer. |
coding-coder-27b-q6 | 120,000 | 117,813 | PASS | 57.9 | 8.6 | 2,064.8 | Exact marker recovered in visible answer. |
coding-coder-27b-q8 | 16,000 | 15,663 | PASS | 146.1 | 13.3 | 131.9 | Exact marker recovered in visible answer. |
coding-coder-27b-q8 | 30,000 | 29,332 | PASS | 124.8 | 11.9 | 255.4 | Exact marker recovered in visible answer. |
coding-coder-27b-q8 | 60,000 | 58,738 | PASS | 93.4 | 10.1 | 645.5 | Exact marker recovered in visible answer. |
coding-coder-27b-q8 | 100,000 | 98,012 | PASS | 69.3 | 8.4 | 1,442.9 | Exact marker recovered in visible answer. |
coding-coder-27b-q8 | 120,000 | 117,813 | PASS | 61.9 | 7.1 | 1,935.0 | Exact marker recovered in visible answer. |
fast-code-9b-q6 | 16,000 | 15,664 | PASS | 438.8 | 38.8 | 78.7 | Exact marker recovered in visible answer. |
fast-code-9b-q6 | 30,000 | 29,333 | PASS | 373.0 | 35.1 | 100.4 | Exact marker recovered in visible answer. |
fast-code-9b-q6 | 60,000 | 58,739 | PASS | 277.8 | 25.1 | 240.1 | Exact marker recovered in visible answer. |
fast-code-9b-q6 | 100,000 | 98,013 | PARTIAL | 205.2 | 18.6 | 561.0 | Marker recovered only in internal reasoning, not visible answer. |
fast-code-9b-q6 | 120,000 | 117,814 | PASS | 181.1 | 16.4 | 698.9 | Exact marker recovered in visible answer. |
gemma4-12b-q6 | 16,000 | 14,717 | PASS | 252.9 | 14.4 | 59.9 | Exact marker recovered in visible answer. |
gemma4-12b-q6 | 30,000 | 27,547 | PASS | 202.2 | 13.8 | 138.1 | Exact marker recovered in visible answer. |
gemma4-12b-q6 | 60,000 | 55,153 | PASS | 141.9 | 12.3 | 390.6 | Exact marker recovered in visible answer. |
gemma4-12b-q6 | 100,000 | 92,021 | FAIL | 101.4 | 11.6 | 908.6 | Returned placeholder instead of the exact marker. |
gemma4-12b-q6 | 120,000 | 110,630 | PASS | 88.7 | 10.5 | 1,249.5 | Exact marker recovered in visible answer. |
gemma4-12b-q8 | 16,000 | 14,717 | PASS | 267.4 | 12.0 | 57.1 | Exact marker recovered in visible answer. |
gemma4-12b-q8 | 30,000 | 27,547 | PASS | 211.5 | 11.6 | 132.4 | Exact marker recovered in visible answer. |
gemma4-12b-q8 | 60,000 | 55,153 | PASS | 146.7 | 10.6 | 378.3 | Exact marker recovered in visible answer. |
gemma4-12b-q8 | 100,000 | 92,021 | PASS | 103.8 | 9.6 | 889.2 | Exact marker recovered in visible answer. |
gemma4-12b-q8 | 120,000 | 110,630 | FAIL | 90.6 | 9.2 | 1,223.3 | Returned placeholder instead of the exact marker. |
gemma4-26b-q6 | 16,000 | 14,717 | PASS | 516.9 | 31.0 | 29.3 | Exact marker recovered in visible answer. |
gemma4-26b-q6 | 30,000 | 27,547 | PASS | 407.5 | 28.5 | 68.5 | Exact marker recovered in visible answer. |
gemma4-26b-q6 | 60,000 | 55,153 | PASS | 283.4 | 23.7 | 195.7 | Exact marker recovered in visible answer. |
gemma4-26b-q8 | 16,000 | 14,717 | PASS | 526.0 | 29.3 | 28.8 | Exact marker recovered in visible answer. |
gemma4-26b-q8 | 30,000 | 27,547 | PASS | 412.9 | 26.9 | 67.7 | Exact marker recovered in visible answer. |
gemma4-26b-q8 | 60,000 | 55,153 | PASS | 286.5 | 23.1 | 193.7 | Exact marker recovered in visible answer. |
nex-n2-mini-q6 | 16,000 | 15,664 | PASS | 500.8 | 45.4 | 33.6 | Exact marker recovered in visible answer. |
nex-n2-mini-q6 | 30,000 | 29,333 | PASS | 391.0 | 40.9 | 82.3 | Exact marker recovered in visible answer. |
nex-n2-mini-q6 | 60,000 | 58,739 | PASS | 265.7 | 34.0 | 225.1 | Exact marker recovered in visible answer. |
ornith-35b-q6 | 16,000 | 15,666 | PASS | 494.9 | 48.1 | 37.8 | Exact marker recovered in visible answer. |
ornith-35b-q6 | 30,000 | 29,335 | PASS | 388.5 | 43.4 | 80.9 | Exact marker recovered in visible answer. |
ornith-35b-q6 | 60,000 | 58,741 | PASS | 264.2 | 35.5 | 235.5 | Exact marker recovered in visible answer. |
ornith-35b-q6-100k | 16,000 | 15,666 | PASS | 495.0 | 48.0 | 37.8 | Exact marker recovered in visible answer. |
ornith-35b-q6-100k | 30,000 | 29,335 | PASS | 389.2 | 43.2 | 80.8 | Exact marker recovered in visible answer. |
ornith-35b-q6-100k | 60,000 | 58,741 | PASS | 265.0 | 35.7 | 234.8 | Exact marker recovered in visible answer. |
ornith-35b-q6-100k | 100,000 | 98,015 | PASS | 182.9 | 28.7 | 551.9 | Exact marker recovered in visible answer. |
ornith-35b-q6-100k | 120,000 | 117,816 | PASS | 157.9 | 25.5 | 758.6 | Exact marker recovered in visible answer. |
ornith-35b-q8 | 16,000 | 15,666 | PASS | 531.9 | 41.9 | 46.1 | Exact marker recovered in visible answer. |
ornith-35b-q8 | 30,000 | 29,335 | PASS | 411.0 | 38.4 | 76.1 | Exact marker recovered in visible answer. |
ornith-35b-q8 | 60,000 | 58,741 | PASS | 275.5 | 31.8 | 238.7 | Exact marker recovered in visible answer. |
ornith-9b-q8 | 16,000 | 15,666 | PASS | 438.2 | 21.4 | 51.9 | Exact marker recovered in visible answer. |
ornith-9b-q8 | 30,000 | 29,335 | PASS | 374.9 | 19.9 | 109.5 | Exact marker recovered in visible answer. |
ornith-9b-q8 | 60,000 | 58,741 | PASS | 290.3 | 17.5 | 244.8 | Exact marker recovered in visible answer. |
ornith-9b-q8 | 100,000 | 98,015 | PASS | 222.9 | 14.7 | 522.1 | Exact marker recovered in visible answer. |
ornith-9b-q8 | 120,000 | 117,816 | PASS | 198.6 | 13.5 | 630.3 | Exact marker recovered in visible answer. |
q8-architect-35b | 16,000 | 15,664 | PASS | 522.8 | 55.4 | 35.4 | Exact marker recovered in visible answer. |
q8-architect-35b | 30,000 | 29,333 | PASS | 402.0 | 48.3 | 81.0 | Exact marker recovered in visible answer. |
q8-architect-35b | 60,000 | 58,739 | PASS | 267.9 | 37.4 | 227.3 | Exact marker recovered in visible answer. |
q8-reasoning-27b | 16,000 | 15,664 | PASS | 135.4 | 7.2 | 150.7 | Exact marker recovered in visible answer. |
q8-reasoning-27b | 30,000 | 29,333 | PASS | 118.2 | 6.9 | 276.4 | Exact marker recovered in visible answer. |
q8-reasoning-27b | 60,000 | 58,739 | PASS | 92.3 | 6.3 | 682.6 | Exact marker recovered in visible answer. |
qwen3-coder-next-q4 | 16,000 | 17,102 | PASS | 374.4 | 44.1 | 46.3 | Exact marker recovered in visible answer. |
qwen3-coder-next-q4 | 30,000 | — | HTTP_ERROR | — | — | 8.0 | Server/proxy read failure at this request class. |
qwen36-35b-q6 | 16,000 | 15,668 | PASS | 498.7 | 52.9 | 42.1 | Exact marker recovered in visible answer. |
qwen36-35b-q6 | 30,000 | 29,337 | PASS | 389.1 | 47.1 | 90.0 | Exact marker recovered in visible answer. |
qwen36-35b-q6 | 60,000 | 58,743 | PASS | 261.8 | 36.7 | 249.4 | Exact marker recovered in visible answer. |
qwen36-35b-q6 | 100,000 | 98,017 | PASS | 179.6 | 27.2 | 561.1 | Exact marker recovered in visible answer. |
qwen36-35b-q6 | 120,000 | 117,818 | PASS | 154.6 | 23.4 | 788.4 | Exact marker recovered in visible answer. |
qwen36-35b-q8 | 16,000 | 15,668 | PASS | 497.6 | 51.0 | 43.8 | Exact marker recovered in visible answer. |
qwen36-35b-q8 | 30,000 | 29,337 | PASS | 389.1 | 44.4 | 80.0 | Exact marker recovered in visible answer. |
qwen36-35b-q8 | 60,000 | 58,743 | PASS | 262.7 | 34.1 | 243.8 | Exact marker recovered in visible answer. |
reasoning-27b-q6 | 16,000 | 15,664 | PASS | 131.2 | 17.2 | 134.1 | Exact marker recovered in visible answer. |
reasoning-27b-q6 | 30,000 | 29,333 | PASS | 114.8 | 15.1 | 272.4 | Exact marker recovered in visible answer. |
reasoning-27b-q6 | 60,000 | 58,739 | PASS | 88.7 | 11.6 | 686.7 | Exact marker recovered in visible answer. |
reasoning-27b-q6 | 100,000 | 98,013 | PASS | 67.9 | 9.1 | 1,472.4 | Exact marker recovered in visible answer. |
reasoning-27b-q6 | 120,000 | 117,814 | PASS | 60.6 | 8.2 | 1,978.6 | Exact marker recovered in visible answer. |
Interpretation guardrails
Prefill and decode are displayed separately. This page does not combine them into a misleading single throughput metric. A pass proves deterministic retrieval for this prompt shape only; it does not replace task-quality, browser/runtime, security, or production reliability gates.