Published task benchmark

Ratio-Analyzer

Calculates and interprets key financial ratios (liquidity, profitability, leverage) from balance sheet data.

Compare measured quality, workload cost, and latency across model tiers. Results are task-specific and directional—not a general model ranking.

Finance & AccountingAnalysisEvaluated 9/6/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Ratio-Analyzer

Calculates and interprets key financial ratios (liquidity, profitability, leverage) from balance sheet data.

Finance & AccountingPer balance sheet
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Qwen3 4B Instruct 2507
4B · Off-the-shelf
197 in · 407 out · 14.19s p50
$28.20 /100K
AWS Bedrock temporary proxy price
View token rates
AWS Bedrock · $0.1545 input · $0.6180 output /1M
97%
Mistral Large 2407
123B · Off-the-shelf
213 in · 329 out · 8.60s p50
$63.30 /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
96%
Gemini 3.1 Pro Preview
Hosted · Off-the-shelf
187 in · 911 out · 8.55s p50
$1131 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $2.00 input · $12.00 output /1M
TrustedRouter · $2.11 input · $12.66 output /1M
100%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small85%100/100$15.61
Qwen3 235B A22Bmid94%100/100$65.02
DeepSeek V3mid89%100/100$25.95
Mistral Large 2407mid96%100/100$63.30
Arcee Trinity Large Thinkingmid89%100/100$55.37
GPT-5.4frontier86%100/100$339
Claude Opus 4.7frontier99%100/100$2219
Gemini 3.1 Pro Previewfrontier100%100/100$1131
Gemma 4 E4B ITsmall70%100/100$3.73
Granite 4.1 8Bsmall88%100/100$4.71
Ministral 8B Instruct 2410small70%100/100$8.31
Qwen3 4B Instruct 2507small97%100/100$28.20

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-06T14:06:03.197Z.

Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.

drydock

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