Published task benchmark

Prospect Trigger Summary

Given supplied company announcements and public posts, summarize recent buying signals, source each signal, and exclude unsupported personalization.

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

Sales & MarketingSummarizationEvaluated 9/9/2026100 evaluation examplesFallback pricing checked September 11, 2026
Summarization

Prospect Trigger Summary

Given supplied company announcements and public posts, summarize recent buying signals, source each signal, and exclude unsupported personalization.

Sales & MarketingPer prospect
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
535 in · 262 out · 4.12s p50
$3.89 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
89%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
498 in · 281 out · 3.09s p50
$43.20 /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
98%
GPT-5.4
Hosted · Off-the-shelf
485 in · 497 out · 3.93s p50
$867 /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
100%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small56%100/100$25.59
Qwen3 235B A22Bmid80%100/100$126
DeepSeek V3mid98%100/100$43.20
Mistral Large 2407mid86%100/100$126
Arcee Trinity Large Thinkingmid91%100/100$64.13
GPT-5.4frontier100%100/100$867
Claude Opus 4.7frontier96%100/100$2662
Gemini 3.1 Pro Previewfrontier99%100/100$1798
Gemma 4 E4B ITsmall89%100/100$3.89
Granite 4.1 8Bsmall71%100/100$7.18
Ministral 8B Instruct 2410small84%100/100$13.80
Qwen3 4B Instruct 2507small86%100/100$29.91

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T03:30:02.599Z.

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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