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Claude Fable 5 vs Kimi K2.5

Verdict

Claude Fable 5 leads 7–0 across 7 shared benchmarks.

Claude Fable 5 7 · Kimi K2.5 0 · higher isn't always better — see caveats.

Per-benchmark head-to-head

Reported scores — protocols may differ. How we compare

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Claude Fable 5Kimi K2.5

Capabilities

Reasoning

Reasoning: Claude Fable 5 leads 2–0 across 2 shared reasoning benchmarks (largest gap: SimpleBench, 78.28 vs 36.16 — single evaluator).

2 reproduced2 unverified

What the labs claim

Vendor claims — compare against the measured scores above. A claim is what a developer says about its own model, not an independent measurement.

Claude Fable 5

Agentic / Tool Use

  • The longer and more complex the task, the larger Fable 5's lead over our other models

Coding

  • It is state-of-the-art on nearly all tested benchmarks of AI capability, showing exceptional performance in software engineering, knowledge work, vision, scientific research, and many other areas

General

  • Fable 5's capabilities exceed those of any model we've ever made generally available

Multimodal

  • It can extract precise numbers from detailed scientific figures and can perform complex vision-based tasks like rebuilding a web app's source code from screenshots alone

Kimi K2.5

Agentic / Tool Use

  • It seamlessly integrates vision and language understanding with advanced agentic capabilities, instant and thinking modes, as well as conversational and agentic paradigms.
  • K2.5 transitions from single-agent scaling to a self-directed, coordinated swarm-like execution scheme.

Coding

  • K2.5 generates code from visual specifications (UI designs, video workflows) and autonomously orchestrates tools for visual data processing.

Multimodal

  • Kimi K2.5 is an open-source, native multimodal agentic model built through continual pretraining on approximately 15 trillion mixed visual and text tokens atop Kimi-K2-Base.
A higher number is not always a better model. Each score is task performance under a disclosed harness. Of the 14 measurements across 7 shared benchmarks, 14 single-evaluator or undisclosed-protocol reports; 43% are independently reproduced. Kimi K2.5 pricing is cross-check disputed — weigh cost claims with the same caution as benchmark wins. Follow any benchmark to its integrity grade before reading a win as decisive.

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