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Headline Methodology Results Cold vs warm By prompt Timeline Raw

4 MAY 2026 · Predator · gaming laptop · GTX 1060 6 GB · 28 GB RAM · qwen3 · param-sweep

predator-a3b-ctx-sweep-1 — qwen3 on predator

TL;DR

36 request records across 3 cell(s); ~5.0 tok/s mean; p50 83.9s These results describe the recorded configuration. Speed does not establish answer correctness; check settings and sample sizes before comparing.

Methodology

Request counts were checked against the retained JSONL on 21 October 2026, excluding telemetry and skipped records. Timing aggregates remain those published in the source. Count audit and original summary counts.

See Public methodology and measurement limits for the full procedure. Recorded source revision (where available): —.

Results

Cell tok/s mean tok/s p50 tok/s p95 duration p50 calls
qwen3:30b-a3b-iq2m-think500-ngl36-ctx32k4.74.74.91m9s12
qwen3:30b-a3b-iq2m-think500-ngl6-ctx64k5.55.45.71m23s12
qwen3:30b-a3b-iq2m-think500-ngl6-ctx128k4.84.85.01m37s12

tokens per second — mean · p50 · p95

2 3 5 6 tok/s mean: 4.69 tok/s p50: 4.74 tok/s p95: 4.92 tok/s qwen3:30b-a3b-i… mean: 5.46 tok/s p50: 5.41 tok/s p95: 5.73 tok/s qwen3:30b-a3b-i… mean: 4.79 tok/s p50: 4.77 tok/s p95: 5.00 tok/s qwen3:30b-a3b-i… mean p50 p95

Cold start vs warm

Cold and warm are the source harness labels for first and subsequent calls in a sequence. The published labels alone do not prove a fresh process, disk reload or cache reset.

Cellcold ncold tok/scold p50warm nwarm tok/swarm p50warm/cold
predator:llamacpp:qwen3:30b-a3b-i…34.41m9s94.81m8s1.09×
predator:llamacpp:qwen3:30b-a3b-i…35.31m29s95.51m17s1.04×
predator:llamacpp:qwen3:30b-a3b-i…34.61m37s94.81m38s1.04×

By prompt difficulty

Tokens per second by prompt class. hello is a trivial one-line prompt; P-MEDIUM and P-HARDGeneration rates and durations by prompt class. These show the observed differences; they do not by themselves isolate prompt-processing versus generation bottlenecks.

CellhelloP-MEDIUMP-HARD
predator:llamacpp:qwen3:30b-a3b-i…4.6 tok/s
24.8s · n=4
4.8 tok/s
1m9s · n=4
4.7 tok/s
2m47s · n=4
predator:llamacpp:qwen3:30b-a3b-i…5.6 tok/s
24.4s · n=4
5.5 tok/s
1m25s · n=4
5.3 tok/s
2m22s · n=4
predator:llamacpp:qwen3:30b-a3b-i…4.7 tok/s
22.0s · n=4
4.8 tok/s
1m40s · n=4
4.9 tok/s
2m29s · n=4

Reasoning vs answer

Thinking models split their output into a hidden reasoning trace and a visible answer. The ratio shows how much of the budget the model spent thinking vs answering.

Cellreasoning charsanswer charsreasoning / answer
predator:llamacpp:qwen3:30b-a3b-i…11166301.77×
predator:llamacpp:qwen3:30b-a3b-i…10568431.25×
predator:llamacpp:qwen3:30b-a3b-i…13026122.13×

Per-call timeline

Every call placed during this run, in order, colored by phase. Width is proportional to the call’s share of the cell’s wall-time. Hover any segment for the prompt id and tok/s.

predator:llamacpp:qwen3:3… hello · cold · 33.9s · 3.8 tok/s hello · warm · 21.3s · 4.8 tok/s hello · warm · 28.2s · 4.9 tok/s hello · warm · 18.2s · 5.0 tok/s P-MEDIUM · cold · 70.0s · 4.7 tok/s P-MEDIUM · warm · 75.3s · 4.7 tok/s P-MEDIUM · warm · 68.6s · 4.9 tok/s P-MEDIUM · warm · 66.7s · 4.7 tok/s P-HARD · cold · 168.5s · 4.7 tok/s P-HARD · warm · 173.3s · 4.6 tok/s P-HARD · warm · 98.9s · 4.8 tok/s P-HARD · warm · 165.6s · 4.7 tok/s predator:llamacpp:qwen3:3… hello · cold · 19.6s · 5.3 tok/s hello · warm · 29.3s · 5.6 tok/s hello · warm · 37.9s · 5.7 tok/s hello · warm · 17.8s · 5.8 tok/s P-MEDIUM · cold · 95.3s · 5.4 tok/s P-MEDIUM · warm · 93.9s · 5.5 tok/s P-MEDIUM · warm · 78.0s · 5.6 tok/s P-MEDIUM · warm · 53.2s · 5.6 tok/s P-HARD · cold · 89.8s · 5.2 tok/s P-HARD · warm · 145.9s · 5.3 tok/s P-HARD · warm · 148.3s · 5.2 tok/s P-HARD · warm · 139.3s · 5.3 tok/s predator:llamacpp:qwen3:3… hello · cold · 22.6s · 4.5 tok/s hello · warm · 42.9s · 4.9 tok/s hello · warm · 21.4s · 4.8 tok/s hello · warm · 13.4s · 4.7 tok/s P-MEDIUM · cold · 97.1s · 4.7 tok/s P-MEDIUM · warm · 107.8s · 4.7 tok/s P-MEDIUM · warm · 95.5s · 4.7 tok/s P-MEDIUM · warm · 104.4s · 4.9 tok/s P-HARD · cold · 164.6s · 4.8 tok/s P-HARD · warm · 161.6s · 4.7 tok/s P-HARD · warm · 98.1s · 5.1 tok/s P-HARD · warm · 138.3s · 4.9 tok/s cold warm

Raw data

Every run gets its JSONL, log, summary, and metadata published. Clone the archive; re-run it; tell us where we got it wrong.

Cite

Margetic, S. et al. (2026). benchmarks.weeyuga.com/benchmarks/ad28cb95.html
Public benchmarks of the Weeyuga cluster. Run id: ad28cb95-5134-40b5-8514-c8a381f83d87. SHA —.

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