Thinking Machines' Inkling-2-small tops US open-weight models on weight-space coding

keirp1 · x · 2026-11-07

Alex Krentsel reports that on weight-space programming (one-shot), Thinking Machines' Inkling-2-small took 2nd place overall and ranked first among US open-weight models.

The attached chart of open-weight models writing a Breakout network from scratch (PPO network at 500M steps = 1×) shows Kimi K3.1 Pro leading at 0.82×, Inkling-2 Small at 0.44×, well above DeepSeek V4 Pro (0.22×) and Step 5 Preview (0.33×), while Mistral Large 3 and GLM 5 sit at just 0.02×.

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