Worth a try for long-horizon agentic coding.

Artificial Analysis Intelligence Index
46
#1 of 7 models we serve
DeepSWE
71.9%* reported by the publisher
#2 of 6 models we serve
Terminal-Bench 2.1
89.9%* reported by the publisher
#2 of 7 models we serve
Context window
1M
128K max output

How it ranks

Against every model we serve, best first. Starred scores are reported by the publisher on its model card; the rest are independent measurements. About the scores

Artificial Analysis Intelligence Indexby Artificial Analysis
  1. MiMo V2.6 Pro (Labs)46
  2. GLM 5.345
  3. Kimi K344
  4. GLM 5.3 Flash42
  5. DeepSeek V4.1 Flash39
  6. DeepSeek V4 Flash34
  7. Umans Flash18
DeepSWEby Datacurve
  1. DeepSeek V4.1 Flash74.2%* reported by the publisher
  2. MiMo V2.6 Pro (Labs)71.9%* reported by the publisher
  3. GLM 5.369%
  4. Kimi K368.5%
  5. GLM 5.3 Flash63.4%
  6. DeepSeek V4 Flash54.4%* reported by the publisher

Not published: Umans Flash.

Terminal-Bench 2.1by tbench.ai
  1. DeepSeek V4.1 Flash90.6%* reported by the publisher
  2. MiMo V2.6 Pro (Labs)89.9%* reported by the publisher
  3. Kimi K385%
  4. GLM 5.3 Flash84.3%
  5. GLM 5.383.9%
  6. DeepSeek V4 Flash78.7%
  7. Umans Flash44.9%
  • Artificial Analysis Intelligence Index for MiMo V2.6 Pro: independent measurement. Source
  • DeepSWE for MiMo V2.6 Pro: reported by the publisher on its model card. Source
  • Terminal-Bench 2.1 for MiMo V2.6 Pro: reported by the publisher on its model card. Source

Pricing

Free with a Labs seat while the experiment runs. Seats are limited and rotate, and an experiment is not meant for production work.

Specs

Context window
1M tokens
Max output
128K tokens
Vision
Yes
Tool calling
Yes
Reasoning
Adjustable (none, low, medium, high)
Default effort
high
Stage
Labs experiment

Quickstart

Pick your tool; the command already carries this model's id. Calls need a Labs seat on your account while the experiment runs. More tools (Pi, Copilot, Zed, omp) in the setup guides.

OpenCode
Built in
Launch OpenCode on this model with the umans CLI. Umans AI is also built into OpenCode: run /connect and pick it.
Terminal
curl -fsSL https://api.code.umans.ai/cli/install.sh | bash   # once
umans opencode --model umans-mimo-v2.6-pro-lab

Or consider

MiMo V2.6 Pro: price, context and benchmarks · Umans AI