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Kimi K3 vs. GPT 5.6 Sol in AAA gameplay generation. Both outputs rendered with Seedance 2.0.

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Higgsfield AI 🧩

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37,541 görüntüleme • 2 ay önce •via X (Twitter)

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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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More action scenes from the Kimi K3 vs. GPT 5.6 Sol eval set. Both generated with Seedance 2.0.

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Model eval round: GPT 5.6 Sol vs. Fable 5. Rendered with Seedance 2.0.
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Model eval round: GPT 5.6 Sol vs. Fable 5. Rendered with Seedance 2.0.

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How GPT 5.6 Sol and Fable 5 handle monster battle brief. Both outputs made with Seedance 2.0.
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How GPT 5.6 Sol and Fable 5 handle monster battle brief. Both outputs made with Seedance 2.0.

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Action scene comparison round. GPT 5.6 Sol vs. Fable 5, 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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GPT-5.6 Sol vs. Kimi K3, which one do you think is better? Share your opinion in the comments!

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Another comparison round. GPT-5.6 Sol vs. Fable 5 directing the same animation with Seedance 2.0 on Vidfield.
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Another comparison round. GPT-5.6 Sol vs. Fable 5 directing the same animation with Seedance 2.0 on Vidfield.

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Another comparison round. GPT-5.6 Sol vs. Fable 5 directing the same dinosaur animation with Seedance 2.0 on Vidfield.
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Another comparison round. GPT-5.6 Sol vs. Fable 5 directing the same dinosaur animation with Seedance 2.0 on Vidfield.

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Action scene comparison of GPT 5.6 Sol and Fable 5, generated with Seedance 2.0.
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Action scene comparison of GPT 5.6 Sol and Fable 5, generated with Seedance 2.0.

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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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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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A quick cost per task comparison of Kimi K3 Kimi.ai and GPT-5.6 Sol by OpenAI. At 3.2x cheaper, Kimi K3's model outputs web apps not just on par for design quality, but better across certain domains. Kimi K3 establishes a new design SOTA and Pareto frontier for cost for design tasks.
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A quick cost per task comparison of Kimi K3 Kimi.ai and GPT-5.6 Sol by OpenAI. At 3.2x cheaper, Kimi K3's model outputs web apps not just on par for design quality, but better across certain domains. Kimi K3 establishes a new design SOTA and Pareto frontier for cost for design tasks.

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Same concept. Two AI assistants writing the prompt Fable 5 vs GPT 5.6 Sol animated by Seedance 2.0, powered by BytePlus Both prompts below so you can test them yourself
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Same concept. Two AI assistants writing the prompt Fable 5 vs GPT 5.6 Sol animated by Seedance 2.0, powered by BytePlus Both prompts below so you can test them yourself

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Seedream 5.0 Pro vs GPT Images 2.0, both fed into Seedance 2.0.

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Seedream 5.0 Pro vs. GPT Image 2.0. Both animated in Seedance 2.0. Prompt in the thread 🧵
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Seedream 5.0 Pro vs. GPT Image 2.0. Both animated in Seedance 2.0. Prompt in the thread 🧵

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Seedream 5.0 Pro vs. GPT Image 2.0. Both were animated with Seedance 2.0. Check replies to find the prompt 🧵
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Fable 5 vs GPT 5.6 SOL Comparison in cartoon animation created with Arcads
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AI Agents play Age of Empires II. Claude fable vs GPT 5.6 Sol vs Gemini 3.1 Pro vs Kimi K3. I had each model in open code script custom bots for the game using the built-in bot scripting language. Then I had them fight :D

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