Published task benchmark

Mediator-AI

Provides neutral talking points for resolving disputes between team members.

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

Mediator-AI

Provides neutral talking points for resolving disputes between team members.

People ManagementPer dispute
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
247 in · 278 out · 4.19s p50
$3.45 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
92%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
237 in · 379 out · 3.60s p50
$43.59 /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
88%
GPT-5.4
Hosted · Off-the-shelf
238 in · 569 out · 7.51s p50
$913 /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 v2small37%100/100$23.49
Qwen3 235B A22Bmid74%100/100$77.85
DeepSeek V3mid88%100/100$43.59
Mistral Large 2407mid77%100/100$81.34
Arcee Trinity Large Thinkingmid78%100/100$70.72
GPT-5.4frontier100%100/100$913
Claude Opus 4.7frontier94%100/100$2547
Gemini 3.1 Pro Previewfrontier95%100/100$2028
Gemma 4 E4B ITsmall92%100/100$3.45
Granite 4.1 8Bsmall62%100/100$6.03
Ministral 8B Instruct 2410small61%100/100$9.66
Qwen3 4B Instruct 2507small50%100/100$28.29

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-04T20:17:02.547Z.

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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