Published task benchmark

ASC 606 Revenue Recognition Review

Given a customer contract, performance obligations, delivery events, and invoices, determine the proposed recognition schedule and flag contract-data conflicts.

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

Finance & AccountingAnalysisEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

ASC 606 Revenue Recognition Review

Given a customer contract, performance obligations, delivery events, and invoices, determine the proposed recognition schedule and flag contract-data conflicts.

Finance & AccountingPer contract
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
1,024 in · 1,936 out · 32.44s p50
$22.59 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
5%
DeepSeek V3
Hosted · Off-the-shelf
905 in · 1,657 out · 14.13s p50
$186 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.3376 input · $0.9390 output /1M
OpenRouter · $0.2900 input · $1.14 output /1M
30%
GPT-5.4
Hosted · Off-the-shelf
872 in · 1,997 out · 18.11s p50
$3214 /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
28%
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small0%100/100$52.19
Qwen3 235B A22Bmid4%100/100$409
DeepSeek V3mid30%100/100$186
Mistral Large 2407mid9%100/100$312
Arcee Trinity Large Thinkingmid1%100/100$181
GPT-5.4frontier28%100/100$3214
Claude Opus 4.7frontier19%100/100$5691
Gemini 3.1 Pro Previewfrontier0%100/100$2597
Gemma 4 E4B ITsmall5%100/100$22.59
Granite 4.1 8Bsmall1%100/100$19.66
Ministral 8B Instruct 2410small2%100/100$35.12
Qwen3 4B Instruct 2507small0%100/100$139

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T08:59:32.875Z.

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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