- Source
- Model registry API
- Verified
- 19 Sep 2026
- Confidence
- High
01What this is
- Author
- MiniMaxAI
- Family
- MiniMax M2.5
- Task
- vision-language
- Hugging Face
- MiniMaxAI/MiniMax-M2.5
- OpenRouter
- minimax/minimax-m2.5
- Also known as
- MiniMax M2.5, minimax-m2.5, minimax m2
02Registry facts
- LicenceFACT
other
- FreshRetrieved 19 Sep 2026
- ParametersFACT
228.7B
- FreshRetrieved 19 Sep 2026
- Context lengthFACT
not returned by the registry
- Evidence not verified
- Downloads (30 days)FACT
332,890
- FreshRetrieved 19 Sep 2026
- LikesFACT
1,507
- FreshRetrieved 19 Sep 2026
- GatedFACT
no
- FreshRetrieved 19 Sep 2026
Model
- downloadsFACT
332890
- Verification may be outdatedRetrieved 19 Sep 2026
- gatedFACT
false
- Verification may be outdatedRetrieved 19 Sep 2026
- hosted context length · AtlasCloudFACT
196608
- Verification may be outdatedRetrieved 19 Sep 2026
- hosted context length · StreamLakeFACT
200000
- Verification may be outdatedRetrieved 19 Sep 2026
- hosted context length · VeniceFACT
198000
- Verification may be outdatedRetrieved 19 Sep 2026
- likesFACT
1507
- Verification may be outdatedRetrieved 19 Sep 2026
- model licenseFACT
other
- Verification may be outdatedRetrieved 19 Sep 2026
- parameter countFACT
228703644928
- Verification may be outdatedRetrieved 19 Sep 2026
Pricing
- hosted price completion per m · AtlasCloudFACT
1.2000
- AgeingRetrieved 19 Sep 2026
- hosted price completion per m · StreamLakeFACT
1.0800
- AgeingRetrieved 19 Sep 2026
- hosted price completion per m · VeniceFACT
0.9500
- AgeingRetrieved 19 Sep 2026
- hosted price prompt per m · AtlasCloudFACT
0.2950
- AgeingRetrieved 19 Sep 2026
- hosted price prompt per m · StreamLakeFACT
0.2700
- AgeingRetrieved 19 Sep 2026
- hosted price prompt per m · VeniceFACT
0.2700
- AgeingRetrieved 19 Sep 2026
Other
- available on platform · awsFACT
aws
The source document changed after this was recorded; it is queued for re-checking.
- Verification may be outdatedRetrieved 19 Sep 2026
- last modifiedFACT
2026-03-10T13:42:23.000Z
- 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: 228.7B 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. | 457.41 GB | 543.31 GB |
| fp8 | 228.7 GB | 280.3 GB |
| int4 | 114.35 GB | 148.79 GB |
What this estimate assumes
- Weights: 228.7B parameters × 2 bytes per parameter (fp16) = 457.41 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 = 70.87 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
0.27
Source: openrouter
- FreshRetrieved 19 Sep 2026
- Completion (per million tokens, USD)FACT
0.95
- FreshRetrieved 19 Sep 2026
| Provider | Context |
|---|---|
| Venice | 198,000 |
| StreamLake | 200,000 |
| AtlasCloud | 196,608 |
| DigitalOcean | 65,536 |
| Friendli | 196,608 |
| Novita | 204,800 |
06Deployment stacks
No published deployment stack names this model yet.
07Evidence
- 01Tier 2official vendor legal documentationVendor legal and technical documentation
Models at a glance - Amazon Bedrock
https://docs.aws.amazon.com/bedrock/latest/userguide/model-cards.html
AgeingRetrieved 19 Sep 2026sha256:4c3b2b5762261 record
- 02–10Tier 4official repository / model cardOpenRouter
OpenRouter endpoints — minimax/minimax-m2.5
https://openrouter.ai/api/v1/models/minimax/minimax-m2.5/endpoints
AgeingRetrieved 19 Sep 2026sha256:78d575ee181e9 records · · · · · · · ·
- 11–17Tier 4official repository / model cardHugging Face Hub
Hugging Face model card data — MiniMaxAI/MiniMax-M2.5
https://huggingface.co/api/models/MiniMaxAI/MiniMax-M2.5
AgeingRetrieved 19 Sep 2026sha256:2d35cd3862227 records · · · · · ·
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