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GPT-5.2 vs MiniMax M3.1 Flash

MiniMax M3.1 Flash leads the LLM Stats Score 48.5 to 41.1. MiniMax M3.1 Flash is 18.3x cheaper per token.

OpenAI · MiniMax · Updated for 2026

Which is better?

MiniMax M3.1 Flash leads the overall LLM Stats Score 48.5 to 41.1, ranking #29 overall.

In the 1 individual benchmarks reported for both models, MiniMax M3.1 Flash wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, MiniMax M3.1 Flash is roughly 18.3x 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

  • you want predictable pricing at $1.75/M input and $14.00/M output

Choose MiniMax M3.1 Flash

  • overall performance matters — it scores 48.5 and ranks #29 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • cost matters — it's about 18.3x 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.

Core performance indexes
41.1
#69
48.5
#29
40.5
#65
45.8
#34
23.5
#92
37.8
#23
14.6
#111
35.6
#23
Cost, coverage & limits
Benchmark wins
0 of 1
1 of 1
Input price
$1.75 / M
$0.15 / M
Output price
$14.00 / M
$0.60 / M
Context window
400,000
1,000,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
GPT-5.2
MiniMax M3.1 Flash
27.9#45
28.8#42
18.1#83
26.8#30
31.0#35
30.2#38
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

24 reported for GPT-5.2 · 14 for MiniMax M3.1 Flash

1 shared

GPT-5.2 outperforms in 0 benchmarks, while MiniMax M3.1 Flash is better at 1 benchmark (CharXiv-R).

MiniMax M3.1 Flash significantly outperforms across most benchmarks.

Mon Oct 19 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

MiniMax M3.1 Flash costs less

For input processing, GPT-5.2 ($1.75/1M tokens) is 11.7x more expensive than MiniMax M3.1 Flash ($0.15/1M tokens).

For output processing, GPT-5.2 ($14.00/1M tokens) is 23.3x more expensive than MiniMax M3.1 Flash ($0.60/1M tokens).

In conclusion, GPT-5.2 is more expensive than MiniMax M3.1 Flash.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Mon Oct 19 2026 • llm-stats.com
OpenAI
GPT-5.2
Input tokens$1.75
Output tokens$14.00
Best providerOpenAI
MiniMax
MiniMax M3.1 Flash
Input tokens$0.15
Output tokens$0.60
Best providerMiniMax
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

MiniMax M3.1 Flash accepts 1,000,000 input tokens compared to GPT-5.2's 400,000 tokens. MiniMax M3.1 Flash can generate longer responses up to 524,288 tokens, while GPT-5.2 is limited to 128,000 tokens.

OpenAI
GPT-5.2
Input400,000 tokens
Output128,000 tokens
MiniMax
MiniMax M3.1 Flash
Input1,000,000 tokens
Output524,288 tokens
Mon Oct 19 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-5.2 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

Text
Images
Audio
Video

MiniMax M3.1 Flash

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

GPT-5.2

Proprietary

Closed source

MiniMax M3.1 Flash

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-5.2 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.

GPT-5.2

Dec 11, 2025

10 months ago

MiniMax M3.1 Flash

Oct 19, 2026

-2 days ago

10mo newer

Knowledge Cutoff

When training data ends

GPT-5.2 has a documented knowledge cutoff of 2025-08-25, while MiniMax M3.1 Flash's cutoff date is not specified.

We can confirm GPT-5.2's training data extends to 2025-08-25, but cannot make a direct comparison without MiniMax M3.1 Flash's cutoff date.

GPT-5.2

Aug 2025

MiniMax M3.1 Flash

—

Provider Availability

GPT-5.2 is available from OpenAI. MiniMax M3.1 Flash is available from MiniMax.

GPT-5.2

openai logo
OpenAI
Input Price:Input: $1.75/1MOutput Price:Output: $14.00/1M

MiniMax M3.1 Flash

minimax logo
MiniMax
Input Price:Input: $0.15/1MOutput Price:Output: $0.60/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against GPT-5.2 and MiniMax M3.1 Flash side-by-side, then vote on the output you prefer.

GPT-5.2
✓ Preferred
MiniMax M3.1 Flash
Open in Playground

FAQ

Common questions about GPT-5.2 vs MiniMax M3.1 Flash.

Which is better, GPT-5.2 or MiniMax M3.1 Flash?

MiniMax M3.1 Flash leads the LLM Stats Score 48.5 to 41.1. GPT-5.2 is made by OpenAI and MiniMax M3.1 Flash is made by MiniMax. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-5.2 compare to MiniMax M3.1 Flash in benchmarks?

GPT-5.2 scores AIME 2025: 100.0%, HMMT 2025: 99.4%, Tau2 Telecom: 98.7%, Graphwalks BFS <128k: 94.0%, GPQA: 92.4%. MiniMax M3.1 Flash scores BabyVision: 91.0%, CharXiv-R: 82.5%, CyberGym: 82.2%, BankerToolBench: 76.2%, DeepSWE 1.1: 73.7%.

Is GPT-5.2 cheaper than MiniMax M3.1 Flash?

MiniMax M3.1 Flash is 11.7x cheaper for input tokens. GPT-5.2 costs $1.75/M input and $14.00/M output via openai. MiniMax M3.1 Flash costs $0.15/M input and $0.60/M output via minimax.

What are the context window sizes for GPT-5.2 and MiniMax M3.1 Flash?

GPT-5.2 supports 400K tokens and MiniMax M3.1 Flash supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-5.2 and MiniMax M3.1 Flash?

Key differences include LLM Stats Score (41.1 vs 48.5), context window (400K vs 1.0M), input pricing ($1.75 vs $0.15/M). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5.2 and MiniMax M3.1 Flash?

GPT-5.2 is developed by OpenAI and MiniMax M3.1 Flash is developed by MiniMax.