Published task benchmark

Chart-Mapper

Maps raw bank feeds to the company’s specific Chart of Accounts.

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

Finance & AccountingClassificationEvaluated 9/4/2026100 evaluation examplesFallback pricing checked September 11, 2026
Classification

Chart-Mapper

Maps raw bank feeds to the company’s specific Chart of Accounts.

Finance & AccountingPer transaction
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Granite 4.1 8B
8B · Off-the-shelf
161 in · 41 out · 0.58s p50
$1.22 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/4/2026
OpenRouter · $0.0500 input · $0.1000 output /1M
TrustedRouter · $0.0527 input · $0.1055 output /1M
92%
Arcee Trinity Large Thinking
400B · Off-the-shelf
162 in · 787 out · 2.42s p50
$67.01 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $0.2500 input · $0.8000 output /1M
TrustedRouter · $0.2638 input · $0.8440 output /1M
89%
Claude Opus 4.7
Hosted · Off-the-shelf
256 in · 65 out · 1.82s p50
$291 /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
93%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small73%100/100$9.11
Qwen3 235B A22Bmid75%100/100$14.65
DeepSeek V3mid86%100/100$6.86
Mistral Large 2407mid87%100/100$15.35
Arcee Trinity Large Thinkingmid89%100/100$67.01
GPT-5.4frontier85%100/100$97.25
Claude Opus 4.7frontier93%100/100$291
Gemini 3.1 Pro Previewfrontier85%100/100$483
Gemma 4 E4B ITsmall79%100/100$0.5085
Granite 4.1 8Bsmall92%100/100$1.22
Ministral 8B Instruct 2410small68%100/100$3.19
Qwen3 4B Instruct 2507small77%100/100$5.10

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-04T20:37:02.472Z.

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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