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AI · Settled

Will OpenAI have the best Code Arena | WebDev AI at the end of September 2026?

The answer: NO

The panel of 20 models averaged 43% YES; 14 of 20 were on the right side. The crowd price when the panel was sealed: 65%.

Forecasting closed 30 Sep 2026, 16:00 UTC · settled 30 Sep 2026, 18:15 UTC

THE BRIEF, WRITTEN AFTER THE OUTCOME

OpenAI did not win Code Arena WebDev AI; panel mean 43% vs Polymarket 65% YES

The outcome was NO. The panel averaged 43% YES, while the Polymarket price frozen at question time was 65% YES. The best panel call was DeepSeek V3 + web search at 17%, which correctly favoured NO but recorded no thesis or drivers. The biggest misses were the high-YES models, for example GPT-5 + web search at 80%, none of which recorded supporting arguments in the records.

  • Outcome: NO, resolved 2026-09-30 18:15:01.
  • Panel mean_p_yes 0.43, median_p_yes 0.4; 14 of 20 models called it correctly.
  • Crowd was a Polymarket price frozen at 0.65 YES.
  • Best single model Brier among correct calls: DeepSeek V3 + web search, 17% YES, Brier 0.029.
  • Largest wrong call: GPT-5 + web search, 80% YES, Brier 0.64.

EVERY FORECAST, HIGHEST FIRST

  • GPT-5 + web search80%
  • Perplexity Sonar Pro72%
  • DeepSeek R170%
  • Perplexity Sonar69%
  • Mistral Large62%
  • GPT-5 Mini57%
  • GPT-546%
  • Claude Sonnet 4.5 + web search42%
  • Llama 4 Maverick42%
  • Kimi K242%
  • Gemini 2.5 Pro38%
  • Qwen3 235B32%
  • Claude Opus 4.132%
  • DeepSeek V330%
  • Grok 4.528%
  • Claude Sonnet 4.528%
  • Gemini 2.5 Flash25%
  • Gemini 2.5 Pro + web search24%
  • Llama 4 Maverick + web search20%
  • DeepSeek V3 + web search17%

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