aiaimodel.cards
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SWE-bench Verified (single attempt)

Fixing real issues in real open-source repositories; a patch counts only if the project's own tests pass. Variants differ in task set and languages.

Your workloadRAG over docs · 12K in · 600 out · 50K requests/mo · 30% cached
  1. 1Gemini 2.5 Pro · Googlebest value
    59.6%
  2. 2Gemini 2.5 Flash-Lite · Googlebest value
    31.6%

“Best value”: no other model here reports a higher score at a lower cost for your workload. Scores are self-reported by each maker with different settings, so treat close calls as ties.

How each maker reported it

  • Gemini 2.5 Pro p.5–6

    Results as of June 2025, as published in Google's model card. Single-attempt pass@1. Competitor figures are providers' own numbers as listed by Google; Claude 4 Opus is 32K thinking. Aider Polyglot uses diff-fenced for 2.5 Pro and diff for the others. MRCR v2 for Claude 4 Opus is with no thinking.

  • Gemini 2.5 Flash-Lite p.5

    Results for the 06-17 release (the stable model) as of June 2025, as published in Google's model card. Results for the shut-down 09-2025 preview are left out.

Only each model's own maker's number is shown; scores a maker reports for rival models are left out.