{"slug":"andon-labs","name":"Andon Labs","website":"https://andonlabs.com","tagline":"Long-horizon autonomy benchmarks like Vending-Bench","description":"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.","domains":["long-horizon","alignment"],"locations":["San Francisco"],"founders":[{"name":"Lukas Petersson","xHandle":null},{"name":"Axel Backlund","xHandle":null}],"teamSize":"1-10","funding":"Seed (Y Combinator)","raising":null,"founded":null,"notable":"Anthropic's Project Vend collaboration; Vending-Bench","entityType":"Pure-play commercial","canonicalUrl":"https://envindex.com/startup/andon-labs","research":null,"sources":[],"capabilityCatalog":{"startupSlug":"andon-labs","reviewedAt":"2026-08-16","status":"cataloged","items":[{"name":"Vending-Bench 2","kind":"Benchmark","summary":"Long-horizon benchmark built around running a simulated vending-machine business.","access":["Public / Open"],"sourceUrl":"https://andonlabs.com/evals/vending-bench-2","sourceLabel":"Vending-Bench 2","verificationStatus":"company-reported","lastVerified":"2026-08-16"},{"name":"Blueprint-Bench 2","kind":"Benchmark","summary":"Benchmark listed in Andon Labs' public evaluation catalog.","access":["Public / Open"],"sourceUrl":"https://andonlabs.com/evals/blueprint-bench-2","sourceLabel":"Blueprint-Bench 2","verificationStatus":"company-reported","lastVerified":"2026-08-16"},{"name":"Drone-Bench","kind":"Benchmark","summary":"Benchmark listed in Andon Labs' public evaluation catalog.","access":["Public / Open"],"sourceUrl":"https://andonlabs.com/evals/drone-bench","sourceLabel":"Drone-Bench","verificationStatus":"company-reported","lastVerified":"2026-08-16"},{"name":"Butter-Bench","kind":"Benchmark","summary":"Benchmark listed in Andon Labs' public evaluation catalog.","access":["Public / Open"],"sourceUrl":"https://andonlabs.com/evals/butter-bench","sourceLabel":"Butter-Bench","verificationStatus":"company-reported","lastVerified":"2026-08-16"}]},"artifacts":[],"caveat":"Legacy profile awaiting claim-level source migration"}