Published task benchmark

Thirteen-Week Cash-Flow Forecast

Given opening cash, accounts-receivable aging, accounts-payable schedules, payroll, and recurring commitments, generate weekly inflows, outflows, and ending balances.

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

Finance & AccountingGenerationEvaluated 9/8/2026100 evaluation examplesFallback pricing checked September 11, 2026
Generation

Thirteen-Week Cash-Flow Forecast

Given opening cash, accounts-receivable aging, accounts-payable schedules, payroll, and recurring commitments, generate weekly inflows, outflows, and ending balances.

Finance & AccountingPer forecast
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
698 in · 1,567 out · 22.43s p50
$19.16 /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
1%
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
774 in · 1,894 out · 24.47s p50
$380 /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
10%
Claude Opus 4.7
Hosted · Off-the-shelf
1,106 in · 1,920 out · 16.22s p50
$5353 /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
46%
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small0%100/100$50.78
Qwen3 235B A22Bmid10%100/100$380
DeepSeek V3mid1%100/100$159
Mistral Large 2407mid4%100/100$288
Arcee Trinity Large Thinkingmid2%100/100$163
GPT-5.4frontier42%100/100$2093
Claude Opus 4.7frontier46%100/100$5353
Gemini 3.1 Pro Previewfrontier0%100/100$2552
Gemma 4 E4B ITsmall0%100/100$18.90
Granite 4.1 8Bsmall1%100/100$19.16
Ministral 8B Instruct 2410small0%100/100$39.20
Qwen3 4B Instruct 2507small0%100/100$130

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-08T22:49:02.630Z.

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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