Analysis
B2B Catalog Schema Mapping
Given a supplier spreadsheet sample and a target product schema, map source columns, propose type conversions, and identify unmapped required fields.
E-commerce & LogisticsPer catalog
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
829 in · 1,690 out · 27.79s p50
$19.58 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
32%
DeepSeek V3
Hosted · Off-the-shelf
773 in · 1,470 out · 17.15s p50
$164 /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
56%
Claude Opus 4.7
Hosted · Off-the-shelf
1,225 in · 1,970 out · 20.51s p50
$5538 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $5.00 input · $25.00 output /1M
TrustedRouter · $5.28 input · $26.38 output /1M
53%
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 2% | 100/100 | $50.90 |
| Qwen3 235B A22B | mid | 33% | 100/100 | $357 |
| DeepSeek V3 | mid | 56% | 100/100 | $164 |
| Mistral Large 2407 | mid | 33% | 100/100 | $268 |
| Arcee Trinity Large Thinking | mid | 11% | 100/100 | $176 |
| GPT-5.4 | frontier | 29% | 100/100 | $3181 |
| Claude Opus 4.7 | frontier | 53% | 100/100 | $5538 |
| Gemini 3.1 Pro Preview | frontier | 0% | 100/100 | $2560 |
| Gemma 4 E4B IT | small | 32% | 100/100 | $19.58 |
| Granite 4.1 8B | small | 16% | 100/100 | $14.74 |
| Ministral 8B Instruct 2410 | small | 2% | 100/100 | $30.38 |
| Qwen3 4B Instruct 2507 | small | 4% | 100/100 | $136 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T11:38:02.484Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock