Published task benchmark

OpenAPI Breaking-Change Detection

Given two OpenAPI specifications, identify removed operations, required-field changes, narrowed enums, response changes, and other client-breaking differences.

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

Engineering & ProductAnalysisEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

OpenAPI Breaking-Change Detection

Given two OpenAPI specifications, identify removed operations, required-field changes, narrowed enums, response changes, and other client-breaking differences.

Engineering & ProductPer 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
1,002 in · 1,198 out · 19.34s p50
$14.75 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
61%
Cheapest
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
908 in · 1,403 out · 19.90s p50
$297 /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
80%
GPT-5.4
Hosted · Off-the-shelf
899 in · 1,609 out · 13.06s p50
$2638 /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
88%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small25%100/100$45.25
Qwen3 235B A22Bmid80%100/100$297
DeepSeek V3mid72%100/100$124
Mistral Large 2407mid71%100/100$204
Arcee Trinity Large Thinkingmid20%100/100$166
GPT-5.4frontier88%100/100$2638
Claude Opus 4.7frontier65%100/100$5530
Gemini 3.1 Pro Previewfrontier15%100/100$2524
Gemma 4 E4B ITsmall61%100/100$14.75
Granite 4.1 8Bsmall31%100/100$14.88
Ministral 8B Instruct 2410small9%100/100$25.18
Qwen3 4B Instruct 2507small20%100/100$114

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T08:57:02.487Z.

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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