Type
Spec
Rate
Input
per 1M prompt tokens
$0.435
Output
per 1M generated tokens
$0.87
Web search
per call when invoked
$0.015
MiMo V2.6 Pro and Qwen3.8 Omni Flash side by side: specs, capabilities, parameters, and live pricing from the EmpirioLabs catalog.
Xiaomi 
Alibaba Cloud Text GenerationMiMo V2.6 Pro from Xiaomi and Qwen3.8 Omni Flash from Alibaba Cloud are both in the Text Generation category, available through the EmpirioLabs API.
| Spec | MiMo V2.6 Pro | Qwen3.8 Omni Flash |
|---|---|---|
| Model ID | mimo-v2-6-pro | qwen3-8-omni-flash |
| Author | Xiaomi | Alibaba Cloud |
| Released | Sep 22, 2026 | Sep 17, 2026 |
| Context window | 1M tokens | 1.01M tokens |
| Max output | 131,072 tokens | 131,072 tokens |
| Input | Text Image Video Audio | Text Image Audio Video |
| Output | Text | Text |
| Structured output | JSON Schema | JSON Schema |
| Region | Singapore | Singapore |
| Endpoints | POST /v1/chat/completions POST /v1/responses POST /v1/messages POST /v1beta/models/mimo-v2-6-pro:generateContent | POST /v1/chat/completions POST /v1/responses POST /v1/messages POST /v1beta/models/qwen3-8-omni-flash:generateContent |
| Capabilities |
Live rates from the EmpirioLabs catalog for both models. Each rate card always matches what the API charges.
Request parameters each model lists on EmpirioLabs, with the allowed values or range where one applies. A dash marks a parameter the model does not list.
| Parameter | MiMo V2.6 Pro | Qwen3.8 Omni Flash |
|---|---|---|
| enable_thinking | boolean Default: true | boolean Default: true |
| video_fps | 0.1 to 10 | 0.1 to 10 Default: 2 |
| media_resolution | default, max Default: default | - |
| tool_web_search | boolean Default: false | boolean Default: false |
| web_search_force | boolean Default: false | - |
| web_search_max_keyword | 1 to 5 Default: 3 | - |
| web_search_limit | 1 to 10 Default: 5 | - |
| temperature | 0 to 1.5 Default: 1 | 0 to 1.99 Default: 0.7 |
| top_p | 0.01 to 1 Default: 0.95 | 0 to 1 Default: 0.9 |
| max_tokens | 1 to 131072 Default: 8192 | 1 to 131072 |
| stop | string | string |
| response_format | enum | enum |
| disable_formatting | boolean Default: false | boolean Default: false |
| reasoning_effort | - | none, low, medium, high, max |
| thinking_budget | - | 1 to 262144 |
| preserve_thinking | - | boolean Default: false |
Web search ($0.015/call) is charged only when invoked. Accepts text, image, video, and audio input and returns text. Thinking is on by default and can be turned off. Sustains complex autonomous workflows with 1000+ tool calls on a 1M context.
Text, image, audio, and video input are supported, and the model replies in text. Thinking is on by default; use enable_thinking to turn it off and thinking_budget to cap it at up to 262144 tokens. Thinking tokens are billed as output tokens. Web search is an optional built-in tool exposed through tool_web_search and adds $0.02 for each invoked call; a single request can invoke it more than once, and each invoked call is billed. For audio input, pass the file as a URL or a base64 data URI. A video's soundtrack is billed as audio tokens alongside its video tokens.
MiMo V2.6 Pro serves the OpenAI-compatible Chat Completions API. Point any OpenAI SDK at https://api.empiriolabs.ai/v1 with your EmpirioLabs API key and use the model id mimo-v2-6-pro. Both models are called through the same endpoint. Set model to mimo-v2-6-pro or qwen3-8-omni-flash. Get an API key from the EmpirioLabs dashboard.
curl https://api.empiriolabs.ai/v1/chat/completions \
-H "Authorization: Bearer $EMPIRIOLABS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "mimo-v2-6-pro",
"messages": [
{"role": "user", "content": "Write a haiku about the ocean."}
]
}'MiMo V2.6 Pro is the newer release (Sep 22, 2026); Qwen3.8 Omni Flash was released on Sep 17, 2026. MiMo V2.6 Pro has the larger context window: 1M tokens, against 1.01M for Qwen3.8 Omni Flash. Capabilities listed only for MiMo V2.6 Pro: agentic. The specs, rate cards, and parameters on this page come from the live EmpirioLabs catalog.
MiMo V2.6 Pro is the newer release (Sep 22, 2026); Qwen3.8 Omni Flash was released on Sep 17, 2026.
MiMo V2.6 Pro lists the lower rate for Output (per 1M generated tokens). Qwen3.8 Omni Flash lists the lower rate for Input (per 1M prompt tokens). Both live rate cards are on this page and always match what the API charges.
Yes. Both models use POST /v1/chat/completions with the same EmpirioLabs API key, so most integrations switch by changing the model value. Check the parameters table on this page first if you rely on a model-specific parameter.
Yes. Open each model in the EmpirioLabs playground and run the same prompt on both, with the parameters the API exposes.
Check out our pricing or reach out if you want your own model deployed on our stack.