Published task benchmark

Shoutout-Gen

Drafts public "shoutouts" for wins that align with company values.

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

Shoutout-Gen

Drafts public "shoutouts" for wins that align with company values.

People ManagementPer win
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
250 in · 178 out · 2.75s p50
$2.41 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
71%
Cheapest
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
248 in · 214 out · 2.57s p50
$50.23 /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
73%
GPT-5.4
Hosted · Off-the-shelf
240 in · 164 out · 2.52s p50
$306 /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 v2small16%100/100$16.97
Qwen3 235B A22Bmid73%100/100$50.23
DeepSeek V3mid59%100/100$28.61
Mistral Large 2407mid14%100/100$57.66
Arcee Trinity Large Thinkingmid64%100/100$47.15
GPT-5.4frontier100%100/100$306
Claude Opus 4.7frontier68%100/100$1168
Gemini 3.1 Pro Previewfrontier92%100/100$1593
Gemma 4 E4B ITsmall71%100/100$2.41
Granite 4.1 8Bsmall51%100/100$3.89
Ministral 8B Instruct 2410small12%100/100$7.33
Qwen3 4B Instruct 2507small33%100/100$17.67

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-04T20:27:02.132Z.

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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