2026-10-16 · America/Los_Angeles · 社区动态 · #14

The actual state of open-weight models vs. frontier models

It's clear that today’s SOTA (state-of-the-art) models remain ahead of open-source models. However, if we filter the benchmarks correctly, a different picture emerges compared to what we saw just a few months ago. Today, open-source models are outperforming Sonnet 5, a significant shift, considering it took many months to surpass the performance levels of Sonnet 4.6 or 3.7. (Dario is nervous) Honestly, I had expected "Spark Open" to be on par with version 1.2; nonetheless, when the benchmarks are viewed in the proper context, this is excellent news for the open-source ecosystem. Now it is up…

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