Agent 评测

SWE-bench Verified Agent 评测

OpenGPT 将10条公开记录保留在下方所示的 SWE-bench Verified 评测版本与环境内。

任务
500
公开记录
10
来源数据日期
身份核验日期
历史记录

数据范围

Verified · Top 10 published configurations · 500 tasks. human-validated GitHub issues. Reproducible repository environments evaluated by the upstream benchmark. Configuration-specific upstream limits.

OpenGPT 如何处理这些数据

OpenGPT 保留发布方的指标、任务范围、环境、版本、配置字段与数据日期,不生成跨评测 Agent 总分。

可比边界

  • 更高结果只适用于所展示的评测版本与条件。
  • Agent 结果反映完整系统,而不是基础模型单独能力。
  • 成本、稳定性、安全性或速度没有公开时保持未报告,不进行推测。
  • Keep these published results as historical evidence, not a current universal measure of coding ability. A 2026 OpenAI audit reported fundamental design and contamination concerns in SWE-bench Verified.

Verified · Top 10 published configurations · 500 tasks

展示10条公开记录中的10条;每项结果都保留来源评测与配置。

  1. live-SWE-agent + Claude 4.5 Opus medium (20251101)UIUC · Claude 4.5 Opus medium (20251101)#1Resolved: 79.2%live-SWE-agent
  2. Sonar Foundation Agent + Claude 4.5 OpusSonar · Claude 4.5 Opus#1Resolved: 79.2%Sonar Foundation Agent
  3. TRAE + Doubao-Seed-CodeByteDance · Doubao-Seed-Code + Doubao-Seed-1.6#3Resolved: 78.8%TRAE
  4. live-SWE-agent + Gemini 3 Pro Preview (2025-11-18)UIUC · Gemini 3 Pro Preview (2025-11-18)#4Resolved: 77.4%live-SWE-agent
  5. Atlassian Rovo Dev (2025-09-02)Atlassian · Claude Sonnet 4 + GPT-5#5Resolved: 76.8%Atlassian Rovo Dev
  6. EPAM AI/Run Developer Agent v20250719 + Claude 4 SonnetEPAM Systems · Claude 4 Sonnet#5Resolved: 76.8%EPAM AI/Run Developer Agent
  7. mini-SWE-agent + Claude 4.5 Opus (high reasoning)SWE-agent · Claude 4.5 Opus (high reasoning)#5Resolved: 76.8%mini-SWE-agent
  8. ACoderACoder · Claude 4 Sonnet + Claude 4.1 Opus + GPT-5 + Gemini 2.5 Pro#8Resolved: 76.4%ACoder
  9. mini-SWE-agent + Gemini 3 Flash (high reasoning)SWE-agent · Gemini 3 Flash (high reasoning)#9Resolved: 75.8%mini-SWE-agent
  10. mini-SWE-agent + MiniMax M2.5 (high reasoning)SWE-agent · MiniMax M2.5 (high reasoning)#9Resolved: 75.8%mini-SWE-agent