umans/status/umans-mimo-v2.6-pro-lab
Live · refreshes every 30s
← all models
Umans MiMo V2.6 Pro (lab) Experimental
umans-mimo-v2.6-pro-lab · MiMo-V2.6-Pro-RL · Xiaomi
In testing
…
throughput · p50 · no requests
…
TTFT · p50 · no requests
…
uptime · 24h

MiMo V2.6 Pro as a Labs experiment, open for a short test window: temporary, not a permanent id. Xiaomi's flagship open model, served from the official MiMo-V2.6-Pro-RL open weights: a 1.02T mixture-of-experts (42B active per token) built for agentic coding and long-horizon tool use, with native image, video and audio understanding and a 1M-token context. Thinking is on by default; the low, medium and high reasoning dials all enable the same full thinking today (fine-grained effort is not differentiated yet), and none turns thinking off. Access is seat-gated through the Labs page while an experiment is live. It is offered at limited capacity and low availability, so expect it to be flaky and to go down under load: crash it, give it a moment, and try again.

90 days agotoday
Context
1049K
Max output
131K
Recommended
131K
Vision
Yes
Tools
Yes
Reasoning
Toggle · none/low/medium/high
Weights
Trends

Speed over the last 90 days

daily medians · dashed line = target
throughput p50 · output tokens per second, higher is better
90 days agotoday
TTFT p50 · time to first token, lower is better
90 days agotoday
Changelog

Events for Umans MiMo V2.6 Pro (lab)

incl. gateway-wide announcements
Sep 222026
New Labs experiment: Umans MiMo V2.6 Pro Testing
A new lab opened on umans-mimo-v2.6-pro-lab: MiMo-V2.6-Pro-RL served from Xiaomi's official open weights, the flagship checkpoint of the MiMo-V2.6 series: a 1.02T mixture-of-experts (42B active per token) built for agentic coding and long-horizon tool use, with native image, video and audio understanding and a 1M context window. Thinking is on by default; the low, medium and high reasoning dials all enable the same full thinking today, and none turns thinking off. Free and seat-gated while the experiment runs, served at limited capacity and low availability: it is a lab, so expect it to be flaky and to go down under load. Crash it, give it a moment, and try again. The window closes September 24, 2026.