Published task benchmark

Review-Recruit

Identifies power users likely to leave a 5-star review or join a case study.

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

Customer SuccessAnalysisEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Review-Recruit

Identifies power users likely to leave a 5-star review or join a case study.

Customer SuccessPer user
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
268 in · 597 out · 9.66s p50
$6.86 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
67%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
231 in · 525 out · 4.96s p50
$57.09 /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
84%
GPT-5.4
Hosted · Off-the-shelf
230 in · 741 out · 10.18s p50
$1169 /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
100%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small23%100/100$31.88
Qwen3 235B A22Bmid64%100/100$151
DeepSeek V3mid84%100/100$57.09
Mistral Large 2407mid74%100/100$125
Arcee Trinity Large Thinkingmid79%100/100$82.78
GPT-5.4frontier100%100/100$1169
Claude Opus 4.7frontier99%100/100$3101
Gemini 3.1 Pro Previewfrontier99%100/100$1861
Gemma 4 E4B ITsmall67%100/100$6.86
Granite 4.1 8Bsmall35%100/100$10.10
Ministral 8B Instruct 2410small49%100/100$11.69
Qwen3 4B Instruct 2507small19%100/100$68.49

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T14:52:26.965Z.

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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