Published task benchmark

Sign-Flow

Identifies who needs to sign a document based on its type and value.

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

OperationsClassificationEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Classification

Sign-Flow

Identifies who needs to sign a document based on its type and value.

OperationsPer document
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Gemma 4 E4B IT
E4B · Off-the-shelf
134 in · 18 out · 0.31s p50
$0.4726 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
20%
Cheapest
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
129 in · 41 out · 0.69s p50
$13.33 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $0.4550 input · $1.82 output /1M
TrustedRouter · $0.6330 input · $2.11 output /1M
26%
Claude Opus 4.7
Hosted · Off-the-shelf
181 in · 66 out · 2.07s p50
$256 /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
48%
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small3%100/100$15.83
Qwen3 235B A22Bmid26%100/100$13.33
DeepSeek V3mid15%100/100$5.59
Mistral Large 2407mid26%100/100$12.55
Arcee Trinity Large Thinkingmid8%100/100$130
GPT-5.4frontier30%100/100$90.50
Claude Opus 4.7frontier48%100/100$256
Gemini 3.1 Pro Previewfrontier18%100/100$714
Gemma 4 E4B ITsmall20%100/100$0.4726
Granite 4.1 8Bsmall5%100/100$1.08
Ministral 8B Instruct 2410small3%100/100$2.52
Qwen3 4B Instruct 2507small16%100/100$4.84

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T12:37:02.156Z.

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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