Summarization
Vulnerability Disclosure Intake Summary
Given a security-researcher report, extract affected asset, prerequisites, reproduction steps, impact claim, evidence, and missing details for engineering triage.
E-commerce & LogisticsPer vulnerability report
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
429 in · 270 out · 4.25s p50
$3.75 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
78%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
390 in · 329 out · 3.89s p50
$44.06 /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
94%
GPT-5.4
Hosted · Off-the-shelf
390 in · 403 out · 4.23s p50
$702 /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 | 70% | 100/100 | $21.61 |
| Qwen3 235B A22B | mid | 89% | 100/100 | $88.18 |
| DeepSeek V3 | mid | 94% | 100/100 | $44.06 |
| Mistral Large 2407 | mid | 89% | 100/100 | $75.43 |
| Arcee Trinity Large Thinking | mid | 85% | 100/100 | $71.12 |
| GPT-5.4 | frontier | 100% | 100/100 | $702 |
| Claude Opus 4.7 | frontier | 80% | 100/100 | $2494 |
| Gemini 3.1 Pro Preview | frontier | 91% | 100/100 | $1616 |
| Gemma 4 E4B IT | small | 78% | 100/100 | $3.75 |
| Granite 4.1 8B | small | 46% | 100/100 | $6.64 |
| Ministral 8B Instruct 2410 | small | 70% | 100/100 | $10.19 |
| Qwen3 4B Instruct 2507 | small | 78% | 100/100 | $28.89 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T11:28:02.539Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock