Summarization
Parent-Teacher Conference Summary
Given assignments, rubric results, attendance, and teacher notes, summarize progress, evidence-backed strengths, concerns, and next actions.
Education & EdTechPer student progress
Not benchmarked
No result on this tier
Token profile pending
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Gemma 4 E4B IT
E4B · Off-the-shelf
682 in · 366 out · 5.84s p50
$5.30 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
95%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
636 in · 399 out · 3.56s p50
$58.94 /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
95%
GPT-5.4
Hosted · Off-the-shelf
635 in · 555 out · 5.24s p50
$991 /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 | 32% | 100/100 | $28.37 |
| Qwen3 235B A22B | mid | 21% | 100/100 | $145 |
| DeepSeek V3 | mid | 95% | 100/100 | $58.94 |
| Mistral Large 2407 | mid | 91% | 100/100 | $125 |
| Arcee Trinity Large Thinking | mid | 40% | 100/100 | $81.64 |
| GPT-5.4 | frontier | 100% | 100/100 | $991 |
| Claude Opus 4.7 | frontier | 98% | 100/100 | $2967 |
| Gemini 3.1 Pro Preview | frontier | 99% | 100/100 | $2095 |
| Gemma 4 E4B IT | small | 95% | 100/100 | $5.30 |
| Granite 4.1 8B | small | 59% | 100/100 | $9.21 |
| Ministral 8B Instruct 2410 | small | 78% | 100/100 | $16.35 |
| Qwen3 4B Instruct 2507 | small | 64% | 100/100 | $39.88 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T09:44:02.650Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock