Do the "*Claude-4.6-Opus-Reasoning-Distilled" really bring something new to the original models?

Reddit r/LocalLLaMA / 4/28/2026

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A Reddit user questions whether the fine-tuned model “*Claude-4.6-Opus-Reasoning-Distilled” offers any genuinely new capability beyond the original models.
The commenter argues that the base models may already have been trained on large amounts of high-quality data, making additional fine-tuning seem unnecessary.
They speculate the main differences could be limited to stylistic mimicry of Claude’s language rather than a true change in reasoning behavior.
The post also raises uncertainty about whether the fine-tuning meaningfully alters the model’s underlying chain-of-thought or reasoning process.

No offense to the fine-tune model providers, just curious. IMO the original models were already trained on massive amount of high quality data, so why bother with this fine-tune? Just to make the model's language style sounds like Claude? Or it really reshape the chain of thought ?

submitted by /u/Historical-Crazy1831
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