GLM-5.3-Flash-GGUF vs MiniMax-M2.1

Specs, VRAM requirements and download trends — updated 24 October 2026.

unsloth · A · Open weights
Params
321.3 B
Context
—
30d
857 K
mit · commercial OK
MiniMaxAI · B · Open weights
Params
228.7 B
Context
196,608
30d
12 K

Specification comparison

Differences are highlighted; identical values are muted.

Specification GLM-5.3-Flash-GGUF MiniMax-M2.1
Deployment Open weights Open weights · also via API
Parameters 321.3 B 228.7 B
Architecture — MiniMaxM2ForCausalLM
Context length — 196,608
Licence mit other
Commercial use Allowed Unknown
Languages 2 —
Downloads 30d 857,059 11,542
Downloads all time 1.7 M 505 K
Quantizations on the Hub GGUF SAFETENSORS
Gated No No
First seen on the Hub 2026-08-26 2025-12-20
API input price / 1M tokens not on OpenRouter $0.30
API output price / 1M tokens not on OpenRouter $1.20
Est. cost per 1M input + 1M output tokens not on OpenRouter $1.50
Cached input / 1M tokens not on OpenRouter $0.03
AA Intelligence Index not on OpenRouter 20.9
AA Coding Index not on OpenRouter —
AA Agentic Index not on OpenRouter —
Max output tokens not on OpenRouter 131,072
API providers not on OpenRouter 1
Tool calling not on OpenRouter Yes
Reasoning mode not on OpenRouter Yes

API cost

Estimated cost of 1M input + 1M output tokens via OpenRouter

MiniMax-M2.1 $1.50

Download trend

Daily snapshots, last 44 days (11 Sep – 24 Oct)

1.1 M11 K
GLM-5.3-Flash-GGUF MiniMax-M2.1

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

MiniMax-M2.1 · fp16 @ 192K ctx 1,076.9 GB / 24 GB
❌ Won’t fit

Adjacent comparisons