Published task benchmark

Doc-Master

Automatically writes documentation (JSDoc, Sphinx) for undocumented code.

Compare measured quality, workload cost, and latency across model tiers. Results are task-specific and directional—not a general model ranking.

Developer ToolsGenerationEvaluated 9/5/2026100 evaluation examplesFallback pricing checked September 11, 2026
Generation

Doc-Master

Automatically writes documentation (JSDoc, Sphinx) for undocumented code.

Developer ToolsPer function
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Gemma 4 E4B IT
E4B · Off-the-shelf
276 in · 354 out · 5.38s p50
$4.32 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
64%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
283 in · 403 out · 10.07s p50
$78.70 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.5275 input · $1.58 output /1M
OpenRouter · $2.00 input · $6.00 output /1M
80%
GPT-5.4
Hosted · Off-the-shelf
242 in · 345 out · 2.79s p50
$578 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $2.50 input · $15.00 output /1M
TrustedRouter · $2.64 input · $15.82 output /1M
97%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small13%100/100$27.04
Qwen3 235B A22Bmid44%100/100$80.03
DeepSeek V3mid49%100/100$47.89
Mistral Large 2407mid80%100/100$78.70
Arcee Trinity Large Thinkingmid42%100/100$78.34
GPT-5.4frontier97%100/100$578
Claude Opus 4.7frontier92%100/100$1890
Gemini 3.1 Pro Previewfrontier92%100/100$1653
Gemma 4 E4B ITsmall64%100/100$4.32
Granite 4.1 8Bsmall43%100/100$4.98
Ministral 8B Instruct 2410small53%100/100$8.67
Qwen3 4B Instruct 2507small18%100/100$29.59

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-05T22:14:02.594Z.

Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.

drydock

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