Analysis
Inventory Stock-Out Explanation
Given inventory events, purchase orders, sales velocity, and fulfillment data, identify the primary stock-out cause and generate a customer-safe explanation.
E-commerce & LogisticsPer inventory event
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
885 in · 851 out · 13.86s p50
$10.85 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
79%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
933 in · 915 out · 24.36s p50
$194 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.5275 input · $1.58 output /1M
OpenRouter · $2.00 input · $6.00 output /1M
88%
GPT-5.4
Hosted · Off-the-shelf
716 in · 881 out · 9.55s p50
$1501 /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
99%
Best accuracy
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 37% | 100/100 | $45.42 |
| Qwen3 235B A22B | mid | 78% | 100/100 | $262 |
| DeepSeek V3 | mid | 79% | 100/100 | $80.38 |
| Mistral Large 2407 | mid | 88% | 100/100 | $194 |
| Arcee Trinity Large Thinking | mid | 58% | 100/100 | $142 |
| GPT-5.4 | frontier | 99% | 100/100 | $1501 |
| Claude Opus 4.7 | frontier | 97% | 100/100 | $4506 |
| Gemini 3.1 Pro Preview | frontier | 33% | 100/100 | $2531 |
| Gemma 4 E4B IT | small | 79% | 100/100 | $10.85 |
| Granite 4.1 8B | small | 49% | 100/100 | $15.32 |
| Ministral 8B Instruct 2410 | small | 47% | 100/100 | $26.77 |
| Qwen3 4B Instruct 2507 | small | 36% | 100/100 | $98.26 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T10:37:02.496Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock