Ant Ling launches Ling-3.0-flash, a 124B-parameter MoE model for production agents

The new hybrid‑reasoning model runs with 5.1B active parameters per token and is free on OpenRouter through Aug 3rd, 2026.

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Why it matters

Ling-3.0-flash shows that agent‑scale reasoning can be delivered with far fewer active parameters, lowering inference costs for developers building AI‑driven workflows.

The intricate, dense internal mechanisms and active processes of a vast AI model. (Charcoal and white-chalk sketch on toned paper, featuring expressive smudged shading and urgent gesture lines.)

On July 23rd, 2026, Ant Ling (@AntLingAGI) announced the release of Ling-3.0-flash, a hybrid‑reasoning mixture‑of‑experts (MoE) model built for production‑scale autonomous agents.

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