Published task benchmark

Manager-Coach

Suggests 5 personalized questions for a 1-on-1 based on the employee's goals.

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

People ManagementGenerationEvaluated 9/4/2026100 evaluation examplesFallback pricing checked September 11, 2026
Generation

Manager-Coach

Suggests 5 personalized questions for a 1-on-1 based on the employee's goals.

People ManagementPer 1-on-1
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
230 in · 202 out · 3.15s p50
$2.62 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
100%
Best accuracyCheapest
DeepSeek V3
Hosted · Off-the-shelf
217 in · 235 out · 2.65s p50
$29.39 /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
99%
GPT-5.4
Hosted · Off-the-shelf
219 in · 186 out · 2.93s p50
$334 /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 v2small96%100/100$22.49
Qwen3 235B A22Bmid98%100/100$45.86
DeepSeek V3mid99%100/100$29.39
Mistral Large 2407mid97%100/100$55.44
Arcee Trinity Large Thinkingmid99%100/100$54.35
GPT-5.4frontier100%100/100$334
Claude Opus 4.7frontier98%100/100$2232
Gemini 3.1 Pro Previewfrontier100%100/100$1626
Gemma 4 E4B ITsmall100%100/100$2.62
Granite 4.1 8Bsmall97%100/100$4.53
Ministral 8B Instruct 2410small81%100/100$7.23
Qwen3 4B Instruct 2507small98%100/100$15.02

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-04T19:53:02.430Z.

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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