Teams

Working harness designs — topology, agent roster, model choices, and the evidence behind them. 3 teams on record.

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3 teams match. The registry is young — not every combination is covered yet.

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Agentless

UIUC / OpenAutoCoder

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

Non-agentic 3-stage pipeline — 40.7% Lite / 50.8% Verified with Claude 3.5 Sonnet.

Pipeline3 agentsAgentless

LocalizationRepair· Claude 3.5 SonnetPatch Validation

software-delivery

Outcome[unknown]

Economics[unknown] · deliberate

Claude SWE-Bench Team

Anthropic

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

Single-agent software engineer achieving 49% on SWE-bench Verified.

Solo + Tools1 agentClaude API

Software Engineer· Claude 3.5 Sonnet

software-delivery

Economics[unknown] · deliberate

h2oGPTe Agent

H2O.ai

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

Enterprise agent + majority voting — claimed #1 on GAIA, Dec 2024.

Solo + Tools1 agenth2oGPTe

Solo Agent· Claude 3.5 Sonnet

Outcome[unknown]

Economics[unknown] · deliberate