Stubbi
Rankings
Benchmark

Agent Startup Bench

Can an agent finish the work that customers already delegate to an AI startup?

Checked Nov 5, 2026Seed2.1 model card (PDF)

Explore the original evidence

Explore the original evaluation, its methods, and reported findings.

Open eval

Coverage

Seed surveyed startups with evidence of customer demand, then interviewed them to identify workflows. The report gives examples in education, finance, law and operations.

Methodology

Experts assess the quality of the finished work. Seed designed the evaluation and reports its own models’ results; public access to a complete task set or scoring rubric is unconfirmed.

People & organizations

1

Sources

Seed release announcement