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Kimi K3 vs. GPT 5.6 Sol comparison against the same ice colossus. Made with Seedance 2.0.

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Higgsfield AI 🧩

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More action scenes from the Kimi K3 vs. GPT 5.6 Sol eval set. Both generated with Seedance 2.0.
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GPT-5.6 Sol vs. Kimi K3, which one do you think is better? Share your opinion in the comments!
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Kimi K3 beats GPT 5.6 Sol on both speed and in cost in backend bug fixing ! Planted 4 defects in the same Python order service: a wrong-total calculation, a broken access-control check (IDOR), a crash on invalid input, and an inventory oversell. Both models got identical code and the same prompt, with an automated test suite verifying every fix over the live API. Both went 4/4, but by the time Kimi K3 finished all 4, GPT 5.6 had only fixed 2. Kimi wrapped in under half the time, at half the cost. Kimi K3: 1min 34s · $0.1 · 4/4 GPT 5.6 Sol: 4min 6s · $0.2 · 4/4
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