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MiniMax M3.1 Flash vs Nova 2 Pro

MiniMax M3.1 Flash leads the LLM Stats Score 48.5 to 30.6.

MiniMax · Amazon · Updated for 2026

Which is better?

MiniMax M3.1 Flash leads the overall LLM Stats Score 48.5 to 30.6, ranking #29 overall.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

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 want the most recent training data — it shipped Oct 2026

Choose Nova 2 Pro

  • you are already invested in the Amazon ecosystem

At a glance

The differences that matter most.

MiniMax M3.1 Flash
MiniMax
Nova 2 Pro
Amazon
Core performance indexes
LLM Stats Score
48.5
#29
30.6
#138
Reasoning
45.8
#34
30.5
#136
Coding
37.8
#23
19.1
#126
Agents
35.6
#23
12.0
#127
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.15 / M
— / M
Output price
$0.60 / M
— / M
Context window
1,000,000
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
MiniMax M3.1 Flash
Nova 2 Pro
Vision
28.8#42
12.2#121
Tool use
26.8#30
15.1#108
Multimodal
30.2#38
9.5#136
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

14 reported for MiniMax M3.1 Flash · 18 for Nova 2 Pro

No common benchmarks found

MiniMax M3.1 Flash and Nova 2 Prodon'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

Context Window

Maximum input and output token capacity

Only MiniMax M3.1 Flash specifies input context (1,000,000 tokens). Only MiniMax M3.1 Flash specifies output context (524,288 tokens).

MiniMax
MiniMax M3.1 Flash
Input1,000,000 tokens
Output524,288 tokens
Amazon
Nova 2 Pro
Input- tokens
Output- tokens
Mon Oct 19 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both MiniMax M3.1 Flash and Nova 2 Pro support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

MiniMax M3.1 Flash

Text
Images
Audio
Video

Nova 2 Pro

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.

MiniMax M3.1 Flash

Proprietary

Closed source

Nova 2 Pro

Proprietary

Closed source

Release Timeline

When each model was launched

MiniMax M3.1 Flash was released on 2026-10-19, while Nova 2 Pro was released on 2025-12-02.

MiniMax M3.1 Flash is 11 months newer than Nova 2 Pro.

MiniMax M3.1 Flash

Oct 19, 2026

0 days ago

10mo newer
Nova 2 Pro

Dec 2, 2025

10 months ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against MiniMax M3.1 Flash and Nova 2 Pro side-by-side, then vote on the output you prefer.

MiniMax M3.1 Flash
✓ Preferred
Nova 2 Pro
Open in Playground

FAQ

Common questions about MiniMax M3.1 Flash vs Nova 2 Pro.

Which is better, MiniMax M3.1 Flash or Nova 2 Pro?

MiniMax M3.1 Flash leads the LLM Stats Score 48.5 to 30.6. MiniMax M3.1 Flash is made by MiniMax and Nova 2 Pro is made by Amazon. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does MiniMax M3.1 Flash compare to Nova 2 Pro in benchmarks?

MiniMax M3.1 Flash scores BabyVision: 91.0%, CharXiv-R: 82.5%, CyberGym: 82.2%, BankerToolBench: 76.2%, DeepSWE 1.1: 73.7%. Nova 2 Pro scores Tau2 Telecom: 92.7%, AIME 2025: 92.3%, ScreenSpot: 88.1%, LongCodeBench: 84.0%, MMLU-Pro: 81.6%.

What are the context window sizes for MiniMax M3.1 Flash and Nova 2 Pro?

MiniMax M3.1 Flash supports 1.0M tokens and Nova 2 Pro supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between MiniMax M3.1 Flash and Nova 2 Pro?

Key differences include LLM Stats Score (48.5 vs 30.6). See the full comparison above for benchmark-by-benchmark results.

Who makes MiniMax M3.1 Flash and Nova 2 Pro?

MiniMax M3.1 Flash is developed by MiniMax and Nova 2 Pro is developed by Amazon.

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