GPT-5.2 Pro vs MiniMax M3.1 Flash
GPT-5.2 Pro and MiniMax M3.1 Flash are closely matched at 42.8 and 48.5 on the LLM Stats Score. MiniMax M3.1 Flash is 220.0x cheaper per token.
OpenAI · MiniMax · Updated for 2026
Which is better?
GPT-5.2 Pro and MiniMax M3.1 Flash are closely matched on the overall LLM Stats Score at 42.8 and 48.5.
On price, MiniMax M3.1 Flash is roughly 220.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
MiniMax M3.1 Flash also accepts a larger context window (1,000,000 input tokens), making it the stronger choice for long documents and large codebases.
Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.
Choose GPT-5.2 Pro
- you want predictable pricing at $21.00/M input and $168.00/M output
Choose MiniMax M3.1 Flash
- cost matters — it's about 220.0x cheaper per token
- you process long inputs — it offers a 1,000,000 token context window
- you want the most recent training data — it shipped Oct 2026
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
7 reported for GPT-5.2 Pro · 14 for MiniMax M3.1 Flash
GPT-5.2 Pro and MiniMax M3.1 Flashdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, GPT-5.2 Pro ($21.00/1M tokens) is 140.0x more expensive than MiniMax M3.1 Flash ($0.15/1M tokens).
For output processing, GPT-5.2 Pro ($168.00/1M tokens) is 280.0x more expensive than MiniMax M3.1 Flash ($0.60/1M tokens).
In conclusion, GPT-5.2 Pro is more expensive than MiniMax M3.1 Flash.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
MiniMax M3.1 Flash accepts 1,000,000 input tokens compared to GPT-5.2 Pro's 400,000 tokens. MiniMax M3.1 Flash can generate longer responses up to 524,288 tokens, while GPT-5.2 Pro is limited to 128,000 tokens.
Input capabilities
Documented input modalities across available providers
Both GPT-5.2 Pro and MiniMax M3.1 Flash support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
GPT-5.2 Pro
MiniMax M3.1 Flash
License
Usage and distribution terms
Both models are licensed under proprietary licenses.
Both models have usage restrictions defined by their respective organizations.
Proprietary
Closed source
Proprietary
Closed source
Release Timeline
When each model was launched
GPT-5.2 Pro was released on 2025-12-11, while MiniMax M3.1 Flash was released on 2026-10-19.
MiniMax M3.1 Flash is 10 months newer than GPT-5.2 Pro.
Dec 11, 2025
10 months ago
Oct 19, 2026
-2 days ago
10mo newerKnowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Provider Availability
GPT-5.2 Pro is available from OpenAI. MiniMax M3.1 Flash is available from MiniMax.
GPT-5.2 Pro
MiniMax M3.1 Flash
Outputs Comparison
Judge for yourself.
Run your own prompts against GPT-5.2 Pro and MiniMax M3.1 Flash side-by-side, then vote on the output you prefer.
FAQ
Common questions about GPT-5.2 Pro vs MiniMax M3.1 Flash.