Published task benchmark

Deal-Sieve

Compares target company profiles against a firm’s investment thesis.

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

InvestmentAnalysisEvaluated 9/10/202697 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Deal-Sieve

Compares target company profiles against a firm’s investment thesis.

InvestmentPer target
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
918 in · 1,320 out · 21.55s p50
$15.86 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
63%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
882 in · 1,228 out · 27.29s p50
$145 /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
69%
GPT-5.4
Hosted · Off-the-shelf
826 in · 1,944 out · 19.07s p50
$3123 /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
45%
All 12 model results and methodology

Generated 97/100 examples — partial set accepted at the success threshold

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small28%97/97$48.79
Qwen3 235B A22Bmid64%97/97$356
DeepSeek V3mid69%97/97$145
Mistral Large 2407mid37%97/97$252
Arcee Trinity Large Thinkingmid42%97/97$167
GPT-5.4frontier45%97/97$3123
Claude Opus 4.7frontier45%97/97$5633
Gemini 3.1 Pro Previewfrontier0%97/97$2576
Gemma 4 E4B ITsmall63%97/97$15.86
Granite 4.1 8Bsmall33%97/97$18.29
Ministral 8B Instruct 2410small5%97/97$29.85
Qwen3 4B Instruct 2507small12%97/97$131

LLM-judge pass rate on 97 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T12:29:02.247Z.

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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