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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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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 comparison: GPT 5.6 Sol vs. Fable 5 in a game POV edition 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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Model eval round: GPT 5.6 Sol vs. Fable 5. Rendered 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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Fable 5 vs GPT 5.6 SOL Comparison in cartoon animation created with Arcads
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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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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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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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Fable 5 vs GPT 5.6 SOL Created with Arcads
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gpt 5.6 + seedance 2.0 is a cheat code I gave GPT-5.6 Sol a simple idea, and it created a detailed prompt for this fight scene. The motion came out incredibly smooth, and I’m really happy with the result. Prompt below ↓
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gpt 5.6 + seedance 2.0 is a cheat code I gave GPT-5.6 Sol a simple idea, and it created a detailed prompt for this fight scene. The motion came out incredibly smooth, and I’m really happy with the result. Prompt below ↓

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Made with Seedance 2.0 + GPT image 2
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I tested Kimi K3 vs Claude Opus 4.8 Same prompt, an armory bay with lighting, props, and detail. Top is Kimi K3, bottom is Opus 4.8. It's not even close. Kimi K3 built a full scene with textures, proper lighting, ammo crates, weapon racks, working detail everywhere. Opus 4.8 gave me a near empty room with a couple of floating tables. No doubt it beats Opus 4.8. Kimi K3 is Fable 5 level, and it's clearly better than GPT-5.6 Sol at 3D and games. An open weight model just matched the best closed models on the market. Let that sink in.
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I tested Kimi K3 vs Claude Opus 4.8 Same prompt, an armory bay with lighting, props, and detail. Top is Kimi K3, bottom is Opus 4.8. It's not even close. Kimi K3 built a full scene with textures, proper lighting, ammo crates, weapon racks, working detail everywhere. Opus 4.8 gave me a near empty room with a couple of floating tables. No doubt it beats Opus 4.8. Kimi K3 is Fable 5 level, and it's clearly better than GPT-5.6 Sol at 3D and games. An open weight model just matched the best closed models on the market. Let that sink in.

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Fable 5 vs GPT 5.6 SOL Created with Arcads MCP

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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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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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