Analysis
Good-Better-Best Product Comparison
Given structured product attributes and pricing, generate a comparison matrix that accurately distinguishes tier benefits without unsupported superiority claims.
E-commerce & LogisticsPer product comparison
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
668 in · 1,113 out · 17.17s p50
$13.15 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
69%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
628 in · 937 out · 10.58s p50
$109 /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
59%
GPT-5.4
Hosted · Off-the-shelf
592 in · 1,730 out · 15.93s p50
$2743 /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
88%
Best accuracy
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 23% | 100/100 | $47.09 |
| Qwen3 235B A22B | mid | 17% | 100/100 | $274 |
| DeepSeek V3 | mid | 59% | 100/100 | $109 |
| Mistral Large 2407 | mid | 50% | 100/100 | $239 |
| Arcee Trinity Large Thinking | mid | 27% | 100/100 | $143 |
| GPT-5.4 | frontier | 88% | 100/100 | $2743 |
| Claude Opus 4.7 | frontier | 58% | 100/100 | $5161 |
| Gemini 3.1 Pro Preview | frontier | 6% | 100/100 | $2523 |
| Gemma 4 E4B IT | small | 69% | 100/100 | $13.15 |
| Granite 4.1 8B | small | 29% | 100/100 | $15.08 |
| Ministral 8B Instruct 2410 | small | 13% | 100/100 | $29.54 |
| Qwen3 4B Instruct 2507 | small | 3% | 100/100 | $119 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T08:45:02.550Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock