MiMo-V2.5 vs Morph V3 Fast (Comparative Analysis)
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Comparative Analysis: MiMo-V2.5 vs. Morph V3 Fast
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Overview
Morph V3 Fast was released 9 months before MiMo-V2.5.
 MiMo-V2.5 |  Morph V3 Fast | |
|---|---|---|
Model Provider The organization behind this AI's development | Xiaomi | Morph |
Input Context Window Maximum input tokens this model can process at once | 1.1M tokens | 81.9K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 131.1K tokens | 38K tokens |
Release Date When this model first became publicly available | April 22, 2026 3 months ago April 22nd, 2026 | July 7, 2025 1 year ago July 7th, 2025 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
MiMo-V2.5 | Morph V3 Fast | |
|---|---|---|
Input Types Supported input formats | 📝Text🎵Audio🖼️Image🎬Video | 📝Text |
Reasoning Controls Defaults and configurable reasoning effort | Optional | Not reported |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Other | Other |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation | Function CallingStructured OutputReasoning ModeContent Moderation |
Open Source Model availability | Available on HuggingFace → | Proprietary |
Pricing
MiMo-V2.5 is roughly 0.2x less expensive compared to Morph V3 Fast for input tokens and roughly 0.2x less expensive for output tokens.
| MiMo-V2.5 | Morph V3 Fast | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.14 per million tokens | $0.80 per million tokens |
Output Token Cost Cost per million output tokens | $0.28 per million tokens | $1.20 per million tokens |
Cache Read Cost Cost to reuse cached input tokens | $0.0028 per million tokens | Not specified |
Benchmarks
Compare relevant benchmarks between MiMo-V2.5 and Morph V3 Fast.
| MiMo-V2.5 | Morph V3 Fast | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | 37.2 (Artificial Analysis index; higher is better) | Benchmark not available. |
Coding Index Programming performance across independent evaluations | 56.8 (Artificial Analysis index; higher is better) | Benchmark not available. |
Agentic Index Ability to complete multi-step agentic tasks | 23.7 (Artificial Analysis index; higher is better) | Benchmark not available. |
Best Design Arena Score Highest human-preference Elo score across design arenas | 1,301 Elo (#16 in Game Dev (56.5% win rate)) | Benchmark not available. |
At a Glance
Quick overview of what makes MiMo-V2.5 and Morph V3 Fast unique.
MiMo-V2.5 by Xiaomi understands both text and images, handles audio, analyzes video, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 1.1M token context window. Very affordable at $0.14/M input and $0.28/M output tokens. Released April 22nd, 2026.Morph V3 Fast by Morph is a text-based AI model. It can handle standard conversations with its 81.9K token context window. Reasonably priced at $0.80/M input and $1.20/M output tokens. Released July 7th, 2025.Explore More Comparisons
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Compare Morph V3 Fast with:
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Best models for coding and development
🎨Creative & Roleplay
Models optimized for creative writing
📢Marketing
Content creation and marketing tasks
💻Technology
Technical analysis and explanations
🔬Science
Scientific research and analysis
🌐Translation
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