Model Detail Needs review License review needed

MiniMax M3 MXFP8

MiniMax's MiniMax M3 MXFP8. Auto-imported from Hugging Face seed; review memory and benchmark details before using for final ranking.

MiniMaxMINIMAXother2026-06-15
Parameters
456B
46B active
Context window
262K
Long context
Architecture
mixture of experts transformer
moe
Quality score
96
Planner signal

Task Fit

Code AgentSupported

Tool use, repo work, terminal workflows, and coding benchmarks.

CodeSupported

Code generation, debugging, refactoring, and benchmark signal.

ChatSupported

General writing, Q&A, and assistant use.

RAGSupported

Document QA benefits from long context and instruction following.

VisionSupported

Image or visual understanding, not necessarily image generation.

Image GenerationNot a fit

Not marked for image generation in the current library.

Video GenerationNot a fit

Not marked for video generation in the current library.

VoiceNot a fit

Not marked for voice in the current library.

Source Confidence

Overalllow · 40/100
ParametersAuto-estimated
Task fitAuto-inferred
MemoryEstimated from artifact
LicenseNeeds review
BenchmarksMissing
Hardware fitCalculated
Review flags
task capabilities auto-inferredmemory estimatedmissing benchmarks

Variants and Quant Artifacts

Choose the artifact first; hardware fit follows from RAM, VRAM, format, and runtime.

3 artifacts
QuantFormatQualityMin RAMReco RAMRuntimeAction
MXFP8safetensorsbalanced80GB128GBtransformers, vllm Plan with this
FP8safetensorsbalanced80GB128GBtransformers, vllm Plan with this
FP16safetensorshigh1TB2TBtransformers, vllm Plan with this

Recommended Hardware

Cheapest That Works
AMD Radeon Pro W7900 48GB
Compatible

Lowest estimated 5-year cost that can run this model.

48GB VRAM$5,640 / 5y
Best Value
NVIDIA H200 141GB
Compatible

Enough effective VRAM with a balanced 5-year cost.

141GB VRAM$37,162 / 5y

Benchmarks

No benchmark data is available for this model yet.

Source and Review

Hugging FaceMiniMaxAI/MiniMax-M3-MXFP8
OllamaNot mapped
VerificationNeeds review
Artifact sourceauto-estimated-from-hf-seed
Default variantMiniMax M3 MXFP8 Coder
Tool callingSupported

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