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DeepSeek V3.2-Speciale Achieves Gold-Medal Results

Date: December 1, 2025
Company: DeepSeek
Category: Models & Research

Narrative

V3.2-Speciale variant delivers gold-medal performance across elite competitions: IMO 2025 (35/42 points), CMO, ICPC World Finals (10/12 problems solved, 2nd place), IOI 2025 (492/600 points). High scores on AIME 2025 (96.0%), HMMT (99.2%). Rivals or exceeds GPT-5-High and Gemini-3.0-Pro on math/coding olympiads.

DeepSeek Tech Report

Reality

Announced with V3.2 launch December 1, 2025. Results independently verifiable via competition archives. Speciale requires more tokens but excels on complex, long-horizon tasks. Temporary API access spurred researcher evaluation; positioned as proof-of-concept for open reasoning at closed-source levels.

Implication

Showcased open-weights models competing at highest academic competition levels. Challenged assumptions on proprietary training data/compute for olympiad mastery. Intensified global debate on AI progress transparency and accessibility. Set benchmark for future agent/math-focused releases.

Tags

  • deepseek
  • reasoning
  • open-source
  • chinese-ai
  • research