Generation
Constructive Student Feedback Rewrite
Given a rubric score and teacher evidence, produce specific growth-oriented feedback that accurately reflects strengths and next steps.
Education & EdTechPer student 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
221 in · 106 out · 1.64s p50
$1.58 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
99%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
208 in · 128 out · 1.69s p50
$19.04 /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
96%
GPT-5.4
Hosted · Off-the-shelf
211 in · 121 out · 2.20s p50
$234 /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
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 86% | 100/100 | $15.62 |
| Qwen3 235B A22B | mid | 89% | 100/100 | $41.36 |
| DeepSeek V3 | mid | 96% | 100/100 | $19.04 |
| Mistral Large 2407 | mid | 95% | 100/100 | $52.49 |
| Arcee Trinity Large Thinking | mid | 74% | 100/100 | $49.33 |
| GPT-5.4 | frontier | 100% | 100/100 | $234 |
| Claude Opus 4.7 | frontier | 93% | 100/100 | $1592 |
| Gemini 3.1 Pro Preview | frontier | 100% | 100/100 | $1362 |
| Gemma 4 E4B IT | small | 99% | 100/100 | $1.58 |
| Granite 4.1 8B | small | 79% | 100/100 | $4.75 |
| Ministral 8B Instruct 2410 | small | 75% | 100/100 | $7.41 |
| Qwen3 4B Instruct 2507 | small | 85% | 100/100 | $14.04 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T09:10:03.114Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock