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MiniMax M3

MiniMax
open weights / Overall score: 4.4(strong)

MiniMax-M3 is MiniMax's flagship model, launched on June 1, 2026, with MiniMax Sparse Attention, a one-million-token context and native multimodality. It was API-first at launch, with weights subsequently published on Hugging Face alongside vLLM and SGLang deployment guides.

Openness

3 high confidence
3.0
weights
open(on HF
data
closed
code
partial(inference only
license
minimax-community(custom, see HF LICENSE)

MiniMax distributes MiniMax-M3's weights under a custom minimax-community license over a closed training corpus, with inference-only code and no training pipeline released. That combination of open weights with closed data and code makes MiniMax an open-weights release rather than a fully open model.

Adoption

3 high confidence
3.0

Adoption is measured as Hugging Face downloads for the single declared checkpoint, MiniMax-M3, the release the product records as currently governing. MiniMax is also served through OpenRouter and offered free inside coding tools such as Kilo Code, channels a download count does not capture.

Capability

5 medium confidence
5.0

MiniMax-M3 reports 80.5% on SWE-bench Verified and 59.0% on SWE-bench Pro, alongside multimodal and agentic results, which puts it among the leading open-weight agentic models. The figures are self-reported, run on MiniMax's own infrastructure, and not independently audited.

Verified 2026-09-27, except some scores, still awaiting re-confirmation