aiaimodel.cards
← All benchmarks

LiveCodeBench (1/1/2025–5/1/2025)

Recent competitive-programming problems, refreshed over time to limit training-data contamination.

Your workloadRAG over docs · 12K in · 600 out · 50K requests/mo · 30% cached
  1. 1Gemini 3.1 Flash-Lite · Googlebest value
    72.0%
  2. 2Gemini 2.5 Pro · Google
    69.0%

“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 3.1 Flash-Lite p.4 (table also on the model card web page)

    Results as of March 2026, as published in Google's model card. Settings as labelled by Google: 3.1 Flash-Lite High, 2.5 Flash and 2.5 Flash-Lite Dynamic, GPT-5 mini High, Claude 4.5 Haiku Extended Thinking, Grok 4.1 Fast Reasoning. GPT-5 mini CharXiv value is with python.

  • 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.

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