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Gemini 4 Argon Ranks Top 3 in 6 of 11 Scale AI SEAL Benchmark Categories

·2026.11.01 01:48

Key point

The model achieves 6 confirmed strengths across 11 categories, including a #1 rank in Humanity's Sixth Sense and #2 in SWE-Bench Pro V2.

Details

  • Gemini 4 Argon is identified as a multimodal reasoning and software engineering powerhouse, ranking in the top three for 6 out of 11 Scale AI SEAL benchmark categories.
  • The model ranks #1 in Humanity's Sixth Sense (55.40 ± 4.20) and #2 in SWE-Bench Pro V2 (99.22 ± 0.45) and MultiChallenge (78.70 ± 5.30), indicating strong performance in visual analysis and complex software development.
  • It places #3 in Humanity's Last Exam (Diamond) (53.20 ± 3.07), DrugDiscoveryBench (65.40 ± 2.90), and AudioMultiChallenge (58.41 ± 4.53), supporting use cases in advanced academic research, biomedical discovery, and spoken conversation understanding.
  • The model does not rank in the top three for specialized professional judgment tasks, including Finance (#11), Legal (#12), and DistressBench (#34), limiting its suitability for legal, financial, or crisis support agents.
  • A calibration error of 53.30 in academic benchmarks suggests that the model's confidence levels require independent verification rather than being taken at face value.
software-engineeringswe-benchmultimodal-aiscale-aibenchmarksgemini-4-argon
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