Published task benchmark

Behavioral Interview Question Generation

Given a role competency matrix, generate behavioral questions and anchored scoring criteria that test each required competency without protected-class content.

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

HR & Internal OpsGenerationEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Generation

Behavioral Interview Question Generation

Given a role competency matrix, generate behavioral questions and anchored scoring criteria that test each required competency without protected-class content.

HR & Internal OpsPer competency
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Granite 4.1 8B
8B · Off-the-shelf
383 in · 907 out · 11.37s p50
$10.98 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/4/2026
OpenRouter · $0.0500 input · $0.1000 output /1M
TrustedRouter · $0.0527 input · $0.1055 output /1M
91%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
385 in · 1,130 out · 16.79s p50
$119 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.3376 input · $0.9390 output /1M
OpenRouter · $0.2900 input · $1.14 output /1M
91%
GPT-5.4
Hosted · Off-the-shelf
378 in · 1,557 out · 14.47s p50
$2430 /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
92%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small54%100/100$39.15
Qwen3 235B A22Bmid69%100/100$236
DeepSeek V3mid91%100/100$119
Mistral Large 2407mid75%100/100$172
Arcee Trinity Large Thinkingmid75%100/100$125
GPT-5.4frontier92%100/100$2430
Claude Opus 4.7frontier36%100/100$5312
Gemini 3.1 Pro Previewfrontier4%100/100$2468
Gemma 4 E4B ITsmall85%100/100$11.74
Granite 4.1 8Bsmall91%100/100$10.98
Ministral 8B Instruct 2410small27%100/100$17.09
Qwen3 4B Instruct 2507small59%100/100$72.88

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T08:54:02.458Z.

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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