Moduck

Xiaomi: MiMo-V2.5-Pro

Stronger MiMo Pro tier for multimodal reasoning and coding-agent execution

Model lab
Xiaomi
Model family
mimo

Model resources

Modalitiestext → text
Context window1,048,576
Maximum output131,072
Input · Base context tier (boundary 256000 tokens)USD 0.16 / 1M tokens
Output · Base context tier (boundary 256000 tokens)USD 0.48 / 1M tokens

Quickstart

Use your Moduck API Key, set the API base URL to https://api.moduck.ai/v1, and set the model parameter to moduck/xiaomi/mimo-v2-5-pro.

import os
import requests

base_url = "https://api.moduck.ai/v1"
api_key = os.environ["MODUCK_API_KEY"]
model_id = "moduck/xiaomi/mimo-v2-5-pro"

response = requests.post(
    f"{base_url}/chat/completions",
    headers={
        "Authorization": f"Bearer {api_key}",
        "Content-Type": "application/json",
    },
    json={
        "model": model_id,
        "messages": [{"role": "user", "content": "Hello!"}],
        "stream": False,
    },
    timeout=60,
)
response.raise_for_status()
print(response.json())

Use the familiar OpenAI-style chat request format to make model integration easier.

MiMo-V2.5-Pro API Pricing

TypePrice information
Input · Base context tier (boundary 256000 tokens)USD 0.16 / 1M tokens
Output · Base context tier (boundary 256000 tokens)USD 0.48 / 1M tokens
Cached input · Base context tier (boundary 256000 tokens)USD 0.032 / 1M tokens

Benchmarks

Non-reasoning

Intelligence Index · v4.318.3
Coding Index—
Agentic Index—

Reasoning

Intelligence Index · v4.326
Coding Index60.2
Agentic Index21.3
BenchmarkScoreMeasurementSource
SWE-Bench Verified78.9resolved
SWE-Bench Pro57.2resolve rate · Date: 2026-04-22
GPQA Diamond86.6accuracy · Date: 2026-04-22
DeepSWE19score · Variant: MiMo-V2.5 Pro comparison column · Version: 1.1
ProgramBench12.5score · Variant: MiMo-V2.5 Pro comparison column
MiMo Code Bench40.4score · Variant: MiMo-V2.5 Pro comparison column
AutomationBench16score · Variant: MiMo-V2.5 Pro comparison column · Version: 1.0.6
Toolathlon-Verified49.1score · Variant: MiMo-V2.5 Pro comparison column
GDPval-AA1,107Elo · Variant: MiMo-V2.5 Pro comparison column · Version: 2.1
Agents' Last Exam13.2score · Variant: MiMo-V2.5 Pro comparison column
Terminal-Bench1.5score · Variant: MiMo-V2.5 Pro comparison column · Version: 4.0
Terminal-Bench65.2score · Variant: MiMo-V2.5 Pro comparison column · Version: 2.1
JobBench25score · Variant: MiMo-V2.5 Pro comparison column
CyberGym40score · Variant: MiMo-V2.5 Pro comparison column
MiMo Cyber Bench0score · Variant: MiMo-V2.5 Pro comparison column
ExploitGym0.2score · Variant: MiMo-V2.5 Pro comparison column
ExploitBench16.6score · Variant: MiMo-V2.5 Pro comparison column
SEC-Bench Pro17.7score · Variant: MiMo-V2.5 Pro comparison column

Performance

Measured on the Moduck gateway across live traffic, hour by hour over the last 24 hours. Time to first token is how long before anything appears; throughput is how fast the answer is written after that; end-to-end latency is the whole round trip. Figures are medians unless the card says otherwise.

Artificial Analysis measurement · Non-reasoning

Output speed32.43 tokens/s
Time to first token2.17 s
Time to first answer token—
End-to-end response time—
Measurement variantOutput speedTime to first tokenTime to first answer tokenEnd-to-end response time
Non-reasoning32.43 tokens/s2.17 s——
Reasoning30.65 tokens/s2.26 s——

Performance trends

Throughput32.43 tok/sCurrent
Time to first token2.17 sCurrent
End-to-end latency7.0 sCurrent
Throughput
Current32.43 tok/s
Window average32.6 tok/s
Time to first token
Current2.17 s
Window average2.2 s
End-to-end latency
Current7.0 s
Window average7.5 s
Tail latency (P99)
Current13.7 s
Window average16.8 s
Prompt cache hit rate
Current26.1%
Window average24.1%
Error rate
Current0.0%
Window average0.2%

Availability

Uptime is the share of time at least one provider serving this model responded. Availability is stricter: the share of requests actually served. A provider that answers but fails part of the traffic lowers availability without lowering uptime. Both cover the last three days.

Uptime100%At least one provider responded
Availability100%Requests actually served
Error rate0%Share of failed requests
Served requests, hour by hour
24 hours agoNow

MiMo-V2.5-Pro Compare models

ModelInput priceOutput priceContext windowCapabilities
MiMo-V2.5-ProThis pageUSD 0.16 / 1M tokens · Base context tier (boundary 256000 tokens)USD 0.48 / 1M tokens · Base context tier (boundary 256000 tokens)1,048,576Text output · Reasoning · Tool calling
MiMo-V2-ProUSD 0.8 / 1M tokensUSD 2.4 / 1M tokens1,048,576Text output · Reasoning · Tool calling
MiMo-V2-FlashUSD 0.08 / 1M tokensUSD 0.24 / 1M tokens262,144Text output · Reasoning · Tool calling
MiMo-V2.5-Pro-UltraSpeedPrice under reviewPrice under review1,048,576Text output · Reasoning · Tool calling
MiMo-V2.6-FlashUSD 0.08 / 1M tokensUSD 0.2 / 1M tokens1,048,576Text output · Reasoning · Tool calling

Model specifications

Input
text
Output
text
Context window
1,048,576
Maximum output
131,072
Release date
2026-04-22
Attachments
No
Reasoning
Yes
Tool calling
Yes
Temperature setting
Yes
Open weights
Yes

Frequently asked questions

What is MiMo-V2.5-Pro for?

Stronger MiMo Pro tier for multimodal reasoning and coding-agent execution

What inputs and outputs does MiMo-V2.5-Pro support?

Recorded inputs: text; outputs: text.

How is MiMo-V2.5-Pro priced?

The pricing table shows the current recorded Moduck price. For example: Input · Base context tier (boundary 256000 tokens) USD 0.16 / 1M tokens; Output · Base context tier (boundary 256000 tokens) USD 0.48 / 1M tokens. See the pricing table for all units, variants, and conditions.

What specifications are recorded for MiMo-V2.5-Pro?

Current model records list Context window 1,048,576 tokens; Maximum output 131,072 tokens.

What model parameter does the Quickstart use?

The example uses moduck/xiaomi/mimo-v2-5-pro. This is a cataloged Moduck public or reserved ID; check your account’s available models before calling it.

Can I call this model through the Moduck API now?

This page has no verified Moduck API call for this model. A Quickstart example or reserved ID does not establish access; check the models available to your account.