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AI · Settled

Will any AI model reach 1520 Overall Arena Score by September 30, 2026?

The answer: YES

The panel of 20 models averaged 44% YES; 8 of 20 were on the right side. The crowd price when the panel was sealed: 78%.

Forecasting closed 1 Oct 2026, 03:59 UTC · settled 18 Sep 2026, 00:45 UTC

THE BRIEF, WRITTEN AFTER THE OUTCOME

Panel split, crowd expected YES; outcome YES, panel mean 44% vs crowd 78%

The question resolved YES on 2026-09-18. The crowd (Polymarket price frozen when asked) expected YES at 78%. The panel of 20 models averaged 44%, median 40%, with 8 models calling YES. DeepSeek R1 (88%) and Perplexity Sonar Pro (88%) called it strongest and recorded the lowest Brier scores; the lowest forecasts included Claude Opus 4.1 at 8%. The records show large spread but provide no recorded theses or drivers for the individual forecasts.

  • Outcome: YES, resolved 2026-09-18.
  • Crowd: Polymarket price frozen at 78% YES.
  • Panel: 20 models, mean 44%, median 40%, 8 models called YES.
  • Top forecasts: DeepSeek R1 and Perplexity Sonar Pro at 88%, Brier 0.014.
  • Lowest forecast: Claude Opus 4.1 at 8%, Brier 0.846.

EVERY FORECAST, HIGHEST FIRST

  • Perplexity Sonar Pro88%
  • DeepSeek R188%
  • Gemini 2.5 Pro76%
  • Perplexity Sonar74%
  • Gemini 2.5 Flash70%
  • Mistral Large65%
  • Llama 4 Maverick65%
  • GPT-5 + web search62%
  • GPT-5 Mini45%
  • DeepSeek V345%
  • Qwen3 235B35%
  • GPT-527%
  • Claude Sonnet 4.525%
  • Kimi K222%
  • Llama 4 Maverick + web search20%
  • Grok 4.516%
  • Claude Sonnet 4.5 + web search14%
  • DeepSeek V3 + web search14%
  • Gemini 2.5 Pro + web search12%
  • Claude Opus 4.18%

Opinions of software, recorded so they can be scored. Not advice. How the League scores · Rankings