Published task benchmark

Query-Tune

Refactors slow SQL queries into performant ones for specific databases.

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

Query-Tune

Refactors slow SQL queries into performant ones for specific databases.

Developer ToolsPer query
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
357 in · 124 out · 1.93s p50
$2.06 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
75%
Cheapest
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
318 in · 459 out · 4.28s p50
$98.01 /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
79%
GPT-5.4
Hosted · Off-the-shelf
310 in · 129 out · 1.43s p50
$271 /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
95%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small49%100/100$35.88
Qwen3 235B A22Bmid79%100/100$98.01
DeepSeek V3mid72%100/100$36.70
Mistral Large 2407mid69%100/100$85.77
Arcee Trinity Large Thinkingmid12%100/100$160
GPT-5.4frontier95%100/100$271
Claude Opus 4.7frontier82%100/100$2135
Gemini 3.1 Pro Previewfrontier72%100/100$1742
Gemma 4 E4B ITsmall75%100/100$2.06
Granite 4.1 8Bsmall62%100/100$5.37
Ministral 8B Instruct 2410small33%100/100$9.49
Qwen3 4B Instruct 2507small58%100/100$49.66

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-05T22:20:02.641Z.

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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