Analysis
Spreadsheet Formula Repair Agent
Find broken or inconsistent formulas and restore the intended pattern.
Office and knowledge-work automationPer spreadsheet
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
600 in · 757 out · 11.34s p50
$9.25 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
91%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
648 in · 762 out · 20.35s p50
$155 /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
92%
GPT-5.4
Hosted · Off-the-shelf
526 in · 494 out · 4.82s p50
$873 /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 | 51% | 100/100 | $34.85 |
| Qwen3 235B A22B | mid | 84% | 100/100 | $240 |
| DeepSeek V3 | mid | 85% | 100/100 | $78.85 |
| Mistral Large 2407 | mid | 92% | 100/100 | $155 |
| Arcee Trinity Large Thinking | mid | 52% | 100/100 | $137 |
| GPT-5.4 | frontier | 99% | 100/100 | $873 |
| Claude Opus 4.7 | frontier | 94% | 100/100 | $3178 |
| Gemini 3.1 Pro Preview | frontier | 94% | 100/100 | $1330 |
| Gemma 4 E4B IT | small | 91% | 100/100 | $9.25 |
| Granite 4.1 8B | small | 70% | 100/100 | $11.61 |
| Ministral 8B Instruct 2410 | small | 67% | 100/100 | $18.95 |
| Qwen3 4B Instruct 2507 | small | 63% | 100/100 | $109 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T12:33:02.334Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock