- Source
- Model registry API
- Verified
- 19 Sep 2026
- Confidence
- High
01What this is
- Author
- XiaomiMiMo
- Family
- MiMo V2.5
- Task
- text-generation
- Hugging Face
- XiaomiMiMo/MiMo-V2.5-Pro
- OpenRouter
- xiaomi/mimo-v2.5-pro
- Also known as
- MiMo V2.5 Pro, mimo-v2.5-pro, xiaomi mimo
02Registry facts
- LicenceFACT
mit
- FreshRetrieved 19 Sep 2026
- ParametersFACT
1023.2B
- FreshRetrieved 19 Sep 2026
- Context lengthFACT
not returned by the registry
- Evidence not verified
- Downloads (30 days)FACT
19,849
- FreshRetrieved 19 Sep 2026
- LikesFACT
753
- FreshRetrieved 19 Sep 2026
- GatedFACT
no
- FreshRetrieved 19 Sep 2026
Model
- downloadsFACT
19849
- Verification may be outdatedRetrieved 19 Sep 2026
- gatedFACT
false
- Verification may be outdatedRetrieved 19 Sep 2026
- hosted context length · AtlasCloudFACT
1024000
- Verification may be outdatedRetrieved 19 Sep 2026
- hosted context length · DeepInfraFACT
1048576
- Verification may be outdatedRetrieved 19 Sep 2026
- hosted context length · GMICloudFACT
1050000
- Verification may be outdatedRetrieved 19 Sep 2026
- likesFACT
753
- Verification may be outdatedRetrieved 19 Sep 2026
- model licenseFACT
mit
- Verification may be outdatedRetrieved 19 Sep 2026
- parameter countFACT
1023244718976
- Verification may be outdatedRetrieved 19 Sep 2026
Pricing
- hosted price completion per m · AtlasCloudFACT
0.8700
- AgeingRetrieved 19 Sep 2026
- hosted price completion per m · DeepInfraFACT
1.1700
- AgeingRetrieved 19 Sep 2026
- hosted price completion per m · GMICloudFACT
0.6090
- AgeingRetrieved 19 Sep 2026
- hosted price prompt per m · AtlasCloudFACT
0.4350
- AgeingRetrieved 19 Sep 2026
- hosted price prompt per m · DeepInfraFACT
0.3900
- AgeingRetrieved 19 Sep 2026
- hosted price prompt per m · GMICloudFACT
0.3045
- AgeingRetrieved 19 Sep 2026
Other
- last modifiedFACT
2026-07-09T04:20:08.000Z
- Verification may be outdatedRetrieved 19 Sep 2026
- libraryFACT
transformers
- AgeingRetrieved 19 Sep 2026
03VRAM by quantisation
Peak VRAM for serving this model, computed by lib/deployment/hardware.ts from weights + KV cache + 15% runtime overhead. Inputs: 1023.2B parameters, 8,192 tokens of context (assumed — none fetched yet), 4 concurrent requests (assumed).
| Quantisation | Weights | Total |
|---|---|---|
| bf16bf16 is two bytes per weight, the same arithmetic as fp16. | 2046.49 GB | 2370.75 GB |
| int8 | 1023.24 GB | 1194.02 GB |
| int4 | 511.62 GB | 605.65 GB |
What this estimate assumes
- Weights: 1023.2B parameters × 2 bytes per parameter (fp16) = 2046.49 GB.
- No model configuration was supplied, so the KV cache uses the size heuristic for this band: 0.459 MB per token, from extrapolated above 90B — no configuration was fetched for this band.
- KV cache: 0.459 MB per token × 8,192 tokens of context × 4 concurrent requests = 15.03 GB, sized for every user holding a full context at once.
- Overhead: 15% of weights plus KV cache for the runtime, activations and memory fragmentation = 309.23 GB.
- GB means 10⁹ bytes, matching how GPU memory is advertised.
- KV cache held at fp16 (2 bytes per element); quantising weights does not by itself quantise the cache.
- Peak figure, not average: prefix caching and paged attention usually keep real usage lower, while speculative decoding, CUDA graphs and a second resident model push it higher.
- "Concurrent" counts requests generated at the same instant, not people: 4 simultaneous requests is the worst case this estimate is built on — measure yours before buying.
04Hardware profiles
No hardware profile was sized for this answer.
05Hosted providers
- Prompt (per million tokens, USD)FACT
0.3045
Source: openrouter
- FreshRetrieved 19 Sep 2026
- Completion (per million tokens, USD)FACT
0.609
- FreshRetrieved 19 Sep 2026
| Provider | Context |
|---|---|
| GMICloud | 1,050,000 |
| DeepInfra | 1,048,576 |
| AtlasCloud | 1,024,000 |
| Xiaomi | 1,048,576 |
| DigitalOcean | 262,144 |
| Novita | 1,048,576 |
06Deployment stacks
No published deployment stack names this model yet.
07Evidence
- 01–09Tier 4official repository / model cardOpenRouter
OpenRouter endpoints — xiaomi/mimo-v2.5-pro
https://openrouter.ai/api/v1/models/xiaomi/mimo-v2.5-pro/endpoints
Verification may be outdatedRetrieved 19 Sep 2026sha256:3118f1a8f85b9 records · · · · · · · ·
- 10–16Tier 4official repository / model cardHugging Face Hub
Hugging Face model card data — XiaomiMiMo/MiMo-V2.5-Pro
https://huggingface.co/api/models/XiaomiMiMo/MiMo-V2.5-Pro
Verification may be outdatedRetrieved 19 Sep 2026sha256:6eaffed072b87 records · · · · · ·
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