Tidelines — LLM usage and market share

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Ling 3.0 Flash

inclusionai/ling-3.0-flash-sante:free

Ling 3.0 Flash Sante is a health and medicine-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for...

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Data source

Only tracked on Vercel AI Gateway.

Ling 3.0 Flash usage over time

Vercel AI Gateway share of tokens, by day.

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Tidelines — LLM usage and market share

Ling 3.0 Flash holds 5.12% today, up from 0.70% at the start of the visible window.

Data: Vercel AI Gateway as of 2026-09-05 · Source: tidelines.ai/models/inclusionai-ling-3-0-flash-sante-free

Rank history

Tidelines — LLM usage and market share
Data: Vercel AI Gateway as of 2026-09-05 · Source: tidelines.ai/models/inclusionai-ling-3-0-flash-sante-free

Adoption curve vs the pantheon

Ling 3.0 Flash's share plotted against days since first tracked, overlaid on other current leaders on the same axis. The question every new-model page asks: is this one going to make it?

Tidelines — LLM usage and market share
Data: Vercel AI Gateway as of 2026-09-05 · Source: tidelines.ai/models/inclusionai-ling-3-0-flash-sante-free

Citable stat

As of 2026-09-05, Ling 3.0 Flash holds 0.0% of Vercel AI Gateway token share, down 5.12pp over 30 days. Source: Tidelines (Vercel AI Gateway).