Published task benchmark

NewHire-Nav

Acts as a 24/7 assistant for new hires to answer "where do I find" questions.

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

Human ResourcesGenerationEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Generation

NewHire-Nav

Acts as a 24/7 assistant for new hires to answer "where do I find" questions.

Human ResourcesPer question
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
186 in · 50 out · 0.85s p50
$0.9200 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
87%
Cheapest
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
186 in · 88 out · 1.68s p50
$24.48 /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
90%
GPT-5.4
Hosted · Off-the-shelf
179 in · 86 out · 1.56s p50
$174 /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
99%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small66%100/100$9.79
Qwen3 235B A22Bmid90%100/100$24.48
DeepSeek V3mid84%100/100$14.39
Mistral Large 2407mid87%100/100$30.07
Arcee Trinity Large Thinkingmid68%100/100$29.30
GPT-5.4frontier99%100/100$174
Claude Opus 4.7frontier83%100/100$705
Gemini 3.1 Pro Previewfrontier88%100/100$961
Gemma 4 E4B ITsmall87%100/100$0.9200
Granite 4.1 8Bsmall57%100/100$2.58
Ministral 8B Instruct 2410small78%100/100$4.17
Qwen3 4B Instruct 2507small83%100/100$7.63

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T10:19:02.343Z.

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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