Analysis
Performance Review Bias Detection
Given performance feedback, flag vague personality judgments, recency bias, unsupported generalizations, and missing outcome evidence.
HR & Internal OpsPer feedback
Not benchmarked
No result on this tier
Token profile pending
— /100K
Run this tier to add it
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Gemma 4 E4B IT
E4B · Off-the-shelf
345 in · 781 out · 12.10s p50
$8.97 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
97%
DeepSeek V3
Hosted · Off-the-shelf
327 in · 708 out · 8.58s p50
$77.52 /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%
Best accuracy
GPT-5.4
Hosted · Off-the-shelf
318 in · 1,322 out · 12.04s p50
$2063 /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
99%
Best accuracy
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 87% | 100/100 | $35.58 |
| Qwen3 235B A22B | mid | 96% | 100/100 | $216 |
| DeepSeek V3 | mid | 99% | 100/100 | $77.52 |
| Mistral Large 2407 | mid | 89% | 100/100 | $125 |
| Arcee Trinity Large Thinking | mid | 97% | 100/100 | $92.61 |
| GPT-5.4 | frontier | 99% | 100/100 | $2063 |
| Claude Opus 4.7 | frontier | 93% | 100/100 | $4796 |
| Gemini 3.1 Pro Preview | frontier | 83% | 100/100 | $2257 |
| Gemma 4 E4B IT | small | 97% | 100/100 | $8.97 |
| Granite 4.1 8B | small | 95% | 100/100 | $8.28 |
| Ministral 8B Instruct 2410 | small | 86% | 100/100 | $12.64 |
| Qwen3 4B Instruct 2507 | small | 85% | 100/100 | $85.50 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T05:24:02.999Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock