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I benchmarked 12 frontier VLMs against locally served open models. The local ones held.

This story is from 2026-08-23. It is preserved in the archive; the latest stories are on the live feed.

I run an independent benchmark of vision-language models on multi-view driving scenes: safety-critical multiple-choice questions where the model reasons about the consequences of actions. Over the campaign I evaluated 12+ models head-to-head - paid frontier APIs and open-weight models served locall…

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  1. 2026-08-23 23:33 · DEV Community — AI
    I benchmarked 12 frontier VLMs against locally served open models. The local ones held.

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