Published task benchmark

PTO Request Agent

Calculate eligibility/balance, check staffing and policy, and approve, deny, or request information.

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

People and HR operationsAnalysisEvaluated 9/11/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

PTO Request Agent

Calculate eligibility/balance, check staffing and policy, and approve, deny, or request information.

People and HR operationsPer request
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
522 in · 760 out · 11.92s p50
$9.12 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
31%
Cheapest
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
486 in · 1,055 out · 10.04s p50
$214 /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
44%
Claude Opus 4.7
Hosted · Off-the-shelf
653 in · 1,383 out · 15.79s p50
$3784 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $5.00 input · $25.00 output /1M
TrustedRouter · $5.28 input · $26.38 output /1M
64%
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small24%100/100$32.57
Qwen3 235B A22Bmid44%100/100$214
DeepSeek V3mid35%100/100$67.40
Mistral Large 2407mid35%100/100$185
Arcee Trinity Large Thinkingmid30%100/100$126
GPT-5.4frontier63%100/100$1230
Claude Opus 4.7frontier64%100/100$3784
Gemini 3.1 Pro Previewfrontier42%100/100$2168
Gemma 4 E4B ITsmall31%100/100$9.12
Granite 4.1 8Bsmall15%100/100$9.47
Ministral 8B Instruct 2410small11%100/100$16.23
Qwen3 4B Instruct 2507small8%100/100$82.41

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T04:06:02.718Z.

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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