Lowest-Latency inclusionAI Models

Quick answer · Updated June 2026

Ling-2.6-flash has the lowest latency of any inclusionAI model, responding in about 837ms to first token. Ling-2.6-1T (1.5s) and Ring-2.6-1T (2.1s) round out the top three.

837msLatency

26.2Intelligence

106 t/sSpeed

$0.010Input /M

262KContext

AI models ranked by time-to-first-token (p50). The most responsive large language models for real-time and interactive use cases.

Frequently asked

Which inclusionAI model has the lowest latency?

Ling-2.6-flash has the lowest latency of any inclusionAI model, responding in about 837ms to first token. Ling-2.6-1T (1.5s) and Ring-2.6-1T (2.1s) round out the top three.

What's a good alternative to Ling-2.6-flash?

Ling-2.6-1T (1.5s) is the closest alternative on this metric, followed by Ring-2.6-1T (2.1s). See the full ranking above for the tradeoffs.

How many inclusionAI models are there?

modelgrep tracks 3 inclusionAI models with live benchmarks, speed, latency and per-provider pricing, led on intelligence by Ring-2.6-1T. 3 of them qualify for this ranking.

More inclusionAI rankings

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All rankings

Small & Fast LLMs Smartest LLMs Best LLMs for Coding Best LLMs for Design & Frontend Fastest LLMs Cheapest LLMs Best Free LLMs Best Reasoning LLMs Best Vision LLMs Best LLMs for Agents Best Open-Source LLMs Longest-Context LLMs