Published task benchmark

Strategic Account Plan Synthesis

Given account history, stakeholders, product usage, opportunities, and risks, produce a one-year plan with evidence-backed goals and next actions.

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

Sales & MarketingGenerationEvaluated 9/9/2026100 evaluation examplesFallback pricing checked September 11, 2026
Generation

Strategic Account Plan Synthesis

Given account history, stakeholders, product usage, opportunities, and risks, produce a one-year plan with evidence-backed goals and next actions.

Sales & MarketingPer account
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
634 in · 1,218 out · 19.38s p50
$14.19 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
36%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
717 in · 1,124 out · 29.93s p50
$216 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.5275 input · $1.58 output /1M
OpenRouter · $2.00 input · $6.00 output /1M
11%
GPT-5.4
Hosted · Off-the-shelf
605 in · 1,954 out · 20.63s p50
$3082 /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
42%
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small0%100/100$46.78
Qwen3 235B A22Bmid0%100/100$292
DeepSeek V3mid1%100/100$122
Mistral Large 2407mid11%100/100$216
Arcee Trinity Large Thinkingmid0%100/100$149
GPT-5.4frontier42%100/100$3082
Claude Opus 4.7frontier20%100/100$5477
Gemini 3.1 Pro Previewfrontier2%100/100$2533
Gemma 4 E4B ITsmall36%100/100$14.19
Granite 4.1 8Bsmall5%100/100$14.85
Ministral 8B Instruct 2410small7%100/100$25.29
Qwen3 4B Instruct 2507small0%100/100$115

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T06:57:02.800Z.

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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