#54

Kosmos-2 by Microsoft

Grounded multimodal model linking text to image regions.

Vision & Multimodal Usefulness score 68.8 October 2026 edition

Score breakdown

Capability
75
Reliability
64
Efficiency
69
Accessibility
69
Ecosystem
72

Illustrative sub-scores from our methodology; replace with your review data.

Sponsored model

“Multimodal AI for real-world impact.” — Sponsorship changes tile size only; it has no effect on this model's rank or score. Editorial policy.

Why Kosmos-2 ranks #54

Kosmos-2 sits at #54 in the October 2026 Top 100 AI Models ranking, placing it among the vision & multimodal we consider most useful to practitioners this month. Our editors weigh real-world capability, reliability across repeated tasks, cost and latency efficiency, how easy the model is to access, and the strength of its tooling ecosystem.

Best suited for

Teams evaluating vision & multimodal should shortlist Kosmos-2 when they need grounded multimodal model linking text to image regions. As always, run your own evaluation on your data before committing.

How to move up

Rank changes come from measurable improvements — new releases, better documentation, broader availability, or stronger independent benchmark results. Vendors can submit updates through our How to Rank page. Sponsorship cannot move a model's position.

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