Published task benchmark

Timesheet Compliance Agent

Detect missing or invalid time, contact the right owner, and stage corrections before cutoff.

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

Timesheet Compliance Agent

Detect missing or invalid time, contact the right owner, and stage corrections before cutoff.

People and HR operationsPer timesheet
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
718 in · 1,131 out · 18.02s p50
$13.45 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
40%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
622 in · 943 out · 11.62s p50
$110 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.3376 input · $0.9390 output /1M
OpenRouter · $0.2500 input · $1.00 output /1M
55%
Claude Opus 4.7
Hosted · Off-the-shelf
914 in · 1,725 out · 19.74s p50
$4770 /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
80%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small19%100/100$40.14
Qwen3 235B A22Bmid36%100/100$309
DeepSeek V3mid55%100/100$110
Mistral Large 2407mid49%100/100$227
Arcee Trinity Large Thinkingmid21%100/100$149
GPT-5.4frontier72%100/100$2513
Claude Opus 4.7frontier80%100/100$4770
Gemini 3.1 Pro Previewfrontier28%100/100$2496
Gemma 4 E4B ITsmall40%100/100$13.45
Granite 4.1 8Bsmall33%100/100$13.71
Ministral 8B Instruct 2410small14%100/100$27.50
Qwen3 4B Instruct 2507small14%100/100$126

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T09:57:02.880Z.

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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