FrontierML Benchmark Shows Open-Source Gap, Suspicious 'Future' Models Appear

inductionlabs' new FrontierML benchmark finds Kimi K3.1 Pro is the strongest open-weight model for end-to-end ML work, though still far behind closed models like Opus 5.5. The leaderboard also mysteriously listed unreleased 'future' models such as Gemini 4 Argon and GPT-6.1 Sol, raising suspicions about the rankings.

2026-10-27 ~ 2026-10-27 · 4 related posts

• Kimi K3.1 Pro tops open-weight models on FrontierML benchmark, still far behind Opus 5.5 — teortaxesTex · 2026-10-27
• Speculative leaderboard shows "Gemini 4 Argon" vs "GPT-6.1 Sol"; observer calls MiniMax parity suspicious — teortaxesTex · 2026-10-27
• FrontierML benchmark shows open models still far behind closed ones on end-to-end ML work — scaling01 · 2026-10-27
• 6.1 Sol closing in on Argon; blogger skeptical of MiniMax parity — teortaxesTex · 2026-10-27