Published task benchmark

Bash-Medic

Debugs and optimizes shell scripts for Linux environment automation.

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

Developer ToolsGenerationEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Generation

Bash-Medic

Debugs and optimizes shell scripts for Linux environment automation.

Developer ToolsPer script
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
281 in · 339 out · 4.84s p50
$4.17 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
35%
Cheapest
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
268 in · 502 out · 5.06s p50
$104 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $0.4550 input · $1.82 output /1M
TrustedRouter · $0.6330 input · $2.11 output /1M
38%
GPT-5.4
Hosted · Off-the-shelf
263 in · 225 out · 2.04s p50
$403 /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
86%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small6%100/100$42.25
Qwen3 235B A22Bmid38%100/100$104
DeepSeek V3mid30%100/100$39.62
Mistral Large 2407mid22%100/100$88.94
Arcee Trinity Large Thinkingmid2%100/100$165
GPT-5.4frontier86%100/100$403
Claude Opus 4.7frontier81%100/100$2556
Gemini 3.1 Pro Previewfrontier33%100/100$2294
Gemma 4 E4B ITsmall35%100/100$4.17
Granite 4.1 8Bsmall12%100/100$6.30
Ministral 8B Instruct 2410small3%100/100$9.48
Qwen3 4B Instruct 2507small9%100/100$41.04

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T09:10:02.486Z.

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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