#92

Snowflake Arctic by Snowflake

Enterprise-focused open model and embedding family.

Language Models Usefulness score 47.9 October 2026 edition

Score breakdown

Capability
48
Reliability
49
Efficiency
48
Accessibility
49
Ecosystem
50

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

Why Snowflake Arctic ranks #92

Snowflake Arctic sits at #92 in the October 2026 Top 100 AI Models ranking, placing it among the language models 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 language models should shortlist Snowflake Arctic when they need enterprise-focused open model and embedding family. 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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