SaaS Marathon Bench · Task 6
Find buyers and launch outreach
Task pass rate0% ±3%
Given a target buyer profile, the agent finds matching people in Clay, saves them to a new table and finds their work emails, keeping only those with an email Clay reports as valid. It exports the table as a CSV, imports it into a new lemlist campaign, writes an email sequence personalised for each lead, connects a Gmail inbox as the sender and launches the campaign.
Results
ModelPass rate
Claude Haiku 5.5GUI0%
Claude Haiku 5.5CLI0%
Claude Opus 5.5GUI0%
Claude Opus 5.5CLI0%
Claude Sonnet 5.5GUI0%
Claude Sonnet 5.5CLI0%
DeepSeek V4 FlashCLI0%
Gemini 3.8 FlashGUI0%
Gemini 3.8 FlashCLI0%
Gemini 4 ArgonGUI0%
Gemini 4 ArgonCLI0%
GLM 5CLI0%
GPT-6 AstraGUI0%
GPT-6 AstraCLI0%
GPT-6.1 SolGUI0%
GPT-6.1 SolCLI0%
Grok 4.7GUI0%
Grok 4.7CLI0%
Qwen3.8 MaxGUI0%
Qwen3.8 MaxCLI0%