Pure-play commercialCatalog available · 4

Andon Labs

Long-horizon autonomy benchmarks like Vending-Bench

Andon Labs (YC, formerly Vectorview) builds benchmarks and evaluations for AI agents' long-horizon coherence and safety, including Vending-Bench, Butter-Bench, and Blueprint-Bench, and deploys agents into real-world businesses. It partnered with Anthropic on Project Vend, letting Claude run a real office vending machine.

Anthropic's Project Vend collaboration; Vending-Bench

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Website	andonlabs.com
Domains	Long Horizon, Alignment
Location	San Francisco
Team size	1-10
Funding	Seed (Y Combinator)
Founders	Lukas Petersson, Axel Backlund

Capability coverage

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Focus areas

Long Horizon Alignment

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Catalog-evidenced technical capabilities

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Capability catalog

Products and services supported by official company materials. Reviewed 2026-08-16.

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Benchmarkcompany reported

Vending-Bench 2

Long-horizon benchmark built around running a simulated vending-machine business.

Public / Open

Vending-Bench 2

Benchmarkcompany reported

Blueprint-Bench 2

Benchmark listed in Andon Labs' public evaluation catalog.

Public / Open

Blueprint-Bench 2

Benchmarkcompany reported

Drone-Bench

Benchmark listed in Andon Labs' public evaluation catalog.

Public / Open

Drone-Bench

Benchmarkcompany reported

Butter-Bench

Benchmark listed in Andon Labs' public evaluation catalog.

Public / Open

Butter-Bench

Environments & datasets

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