MiMo-V2.6-Pro

MiMo-V2.6-Pro

xiaomi/mimo-v2.6-pro

starter@v1HostedOpenRouterserved by GMICloudBF161.1M context2026-10-09 11:08 UTC
Overall score
48

75 of 153 test cases fully passed

Throughput
82.0tok/s
Mean per test case, 55 tok/s over the run
Output per test
5.9Ktokens
Answer plus reasoning
Reasoning per test
5.2Ktokens
89% of the output
Total tokens
3.2M
2.3M in, 900.9K out
Run time
5h 38m
2m 13s per caseRequest time, summed
Cost
$1.80
$0.012 per caseAt the provider's list price

Every test case

153 test cases in 8 tasks

One square per test case. Select a square to read the answer.

PassedPartial creditFailed
47Agents8 of 21 passed
60Structured Extraction13 of 21 passed
24Coding4 of 21 passed
62Grounded Answers13 of 21 passed
59Instruction Following11 of 21 passed
57Business Logic12 of 21 passed
71Security & permissions14 of 21 passed
0Diagnosis & investigation0 of 6 passed

Speed and output per test case

One bar per test case. Hover to inspect a case, select it to read the answer.

ThroughputPeak 322 tok/s
Output tokensReasoningAnswer

Test by test

Every answer with its reasoning and the checks it had to pass.

Reproduce this run

The prompts stay private so models can't train on them. The hashes pin the exact suite and config this run used.

Serve the modelOpenRouterHosted
curl https://openrouter.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $OPENROUTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"xiaomi/mimo-v2.6-pro","provider":{"order":["gmicloud/bf16"],"allow_fallbacks":false},"service_tier":"default","messages":[{"role":"user","content":"Hello"}]}'

The request the benchmark sent, pinned to the provider that served it.

Record id
Suite hash, starter@v1
Config hash

Configuration

Where the suite ran, and the token budget each task got.

Deployment
Hosted
API
OpenRouter
Serving provider
GMICloud
Precision
BF16
Context window
1.1M
Temperature
0
Bench version
v1.0.0
Ran at
2026-10-09 11:08 UTC
Provider parameters
{
  "provider": {
    "order": [
      "gmicloud/bf16"
    ],
    "allow_fallbacks": false
  },
  "service_tier": "default"
}
Token budget per task
TaskReasoningMax output per call
Agents4.1Khigh12.3K
Structured Extraction4.1Khigh12.3K
Coding4.1Khigh12.3K
Grounded Answers4.1Khigh12.3K
Instruction Following4.1Khigh12.3K
Business Logic4.1Khigh12.3K
Security & permissions4.1Khigh12.3K
Diagnosis & investigation4.1Khigh12.3K