Solo_plus_tools teams

Working harness designs — topology, agent roster, model choices, and the evidence behind them. 10 teams match.

Task kind

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OpenHands (OpenDevin)

All Hands AI (OpenHands)

Self-ReportedClaims stated by the owner. 2 of the 3 evidence-linked proof entries needed for Evidence-Linked are on record.Curated

Open-source AI software developer with sandboxed runtime — ICLR 2025.

updated 2y ago

Solo + Tools1 agentOpenHands

AI Developer

software-delivery

Outcome26%

Economics[unknown] · deliberate

2 proof

🏆

Claude SWE-Bench Team

Anthropic

Self-ReportedClaims stated by the owner. 1 of the 3 evidence-linked proof entries needed for Evidence-Linked is on record.Curated

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

updated 2y ago

Solo + Tools1 agentClaude API

Software Engineer· Claude 3.5 Sonnet

software-delivery

Outcome49%

Economics[unknown] · deliberate

1 proof

🤖

Factory Droid

Factory AI

Self-ReportedClaims stated by the owner. 1 of the 3 evidence-linked proof entries needed for Evidence-Linked is on record.Curated

Vendor-reported #1 on Terminal-Bench Core v0.1.1 at publication (Sep 2025, 58.75%) — model-agnostic harness.

updated 1y ago

Solo + Tools1 agentDroid (Factory AI)

Solo Agent

software-delivery

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

🧠

h2oGPTe Agent

H2O.ai

Self-ReportedClaims stated by the owner. 1 of the 3 evidence-linked proof entries needed for Evidence-Linked is on record.Curated

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

updated 1y ago

Solo + Tools1 agenth2oGPTe

Solo Agent· Claude 3.5 Sonnet

enterprise-ai

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

💬

Klarna AI Assistant

Klarna

Self-ReportedClaims stated by the owner. 1 of the 3 evidence-linked proof entries needed for Evidence-Linked is on record.Curated

Two-thirds of customer-service chats in month 1 — 2.3M conversations.

updated 2y ago

Solo + Tools1 agentCustom

Solo Agent

customer-supportfintech

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

🐚

mini-SWE-agent

Princeton NLP / SWE-bench authors

Self-ReportedClaims stated by the owner. 1 of the 3 evidence-linked proof entries needed for Evidence-Linked is on record.Curated

Minimal bash-only agent — reference floor on SWE-bench Verified.

updated 1y ago

Solo + Tools1 agentmini-SWE-agent

Solo Agent

software-delivery

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

🛠️

Refact.ai Agent

Refact.ai

Self-ReportedClaims stated by the owner. 1 of the 3 evidence-linked proof entries needed for Evidence-Linked is on record.Curated

Solo agent, multi-model orchestration — 70.4% on SWE-bench Verified.

updated 1y ago

Solo + Tools1 agentRefact.ai

Solo Agent· Claude 3.7 Sonnet (multi-model orchestration)

software-delivery

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

🐍

smolagents CodeAgent

Hugging Face

Self-ReportedClaims stated by the owner. 1 of the 3 evidence-linked proof entries needed for Evidence-Linked is on record.Curated

Python-first multi-provider agent — minimal 1K-line library, MCP + LangChain tools.

updated 1y ago

Solo + Tools1 agentsmolagents (Python)

CodeAgent

software-deliveryresearchdata-extraction

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

🐛

SWE-agent (Princeton ACI)

Princeton NLP / SWE-bench authors

Self-ReportedClaims stated by the owner. 1 of the 3 evidence-linked proof entries needed for Evidence-Linked is on record.Curated

Solo software agent with custom ACI — 12.5% SWE-bench, 87.7% HumanEvalFix.

updated 2y ago

Solo + Tools1 agentCustom ACI (Docker)

Software Engineer

software-delivery

Outcome12.5%

Economics[unknown] · deliberate

1 proof

⛏️

Voyager (Minecraft)

NVIDIA Research (Voyager)

Self-ReportedClaims stated by the owner. 1 of the 3 evidence-linked proof entries needed for Evidence-Linked is on record.Curated

Open-ended Minecraft agent — 3.3× items; tech tree up to 15.3× faster (wooden tool level) vs prior SOTA.

updated 3y ago

Solo + Tools1 agentGPT-4 API (Mineflayer/Minecraft)

Explorer· GPT-4

gamingresearch

Outcome[unknown]

Economics[unknown] · deliberate

1 proof