Published task benchmark

SDK-Maker

Generates boilerplate API wrappers given a JSON schema or OpenAPI spec.

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

SDK-Maker

Generates boilerplate API wrappers given a JSON schema or OpenAPI spec.

Developer ToolsPer spec
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
596 in · 1,083 out · 17.23s p50
$12.68 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
41%
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
589 in · 890 out · 9.59s p50
$189 /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
52%
GPT-5.4
Hosted · Off-the-shelf
581 in · 888 out · 4.70s p50
$1477 /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
93%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small4%100/100$45.51
Qwen3 235B A22Bmid52%100/100$189
DeepSeek V3mid47%100/100$106
Mistral Large 2407mid31%100/100$162
Arcee Trinity Large Thinkingmid15%100/100$156
GPT-5.4frontier93%100/100$1477
Claude Opus 4.7frontier11%100/100$5375
Gemini 3.1 Pro Previewfrontier14%100/100$2455
Gemma 4 E4B ITsmall41%100/100$12.68
Granite 4.1 8Bsmall24%100/100$11.94
Ministral 8B Instruct 2410small5%100/100$19.66
Qwen3 4B Instruct 2507small1%100/100$70.34

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T09:13:02.528Z.

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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