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MiniMax M3.1 Flash vs Seed 2.0 Lite

MiniMax M3.1 Flash leads the LLM Stats Score 48.7 to 31.5.

MiniMax · ByteDance · Updated for 2026

Which is better?

MiniMax M3.1 Flash leads the overall LLM Stats Score 48.7 to 31.5, 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 48.7 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 Seed 2.0 Lite

  • you are already invested in the ByteDance ecosystem

At a glance

The differences that matter most.

MiniMax M3.1 Flash
MiniMax
Seed 2.0 Lite
ByteDance
Core performance indexes
LLM Stats Score
48.7
#29
31.5
#132
Reasoning
45.9
#32
31.1
#131
Coding
37.9
#23
17.9
#134
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.15 / M
— / M
Output price
$0.60 / M
— / M
Context window
1,000,000
—

Individual benchmarks

15 reported for MiniMax M3.1 Flash · 5 for Seed 2.0 Lite

No common benchmarks found

MiniMax M3.1 Flash and Seed 2.0 Litedon'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
ByteDance
Seed 2.0 Lite
Input- tokens
Output- tokens
Sat Oct 24 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both MiniMax M3.1 Flash and Seed 2.0 Lite 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

Seed 2.0 Lite

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

Seed 2.0 Lite

Proprietary

Closed source

Release Timeline

When each model was launched

MiniMax M3.1 Flash was released on 2026-10-19, while Seed 2.0 Lite was released on 2026-02-14.

MiniMax M3.1 Flash is 8 months newer than Seed 2.0 Lite.

MiniMax M3.1 Flash

Oct 19, 2026

1 days ago

8mo newer
Seed 2.0 Lite

Feb 14, 2026

8 months ago

Knowledge Cutoff

When training data ends

Seed 2.0 Lite has a documented knowledge cutoff of 2024-01-01, while MiniMax M3.1 Flash's cutoff date is not specified.

We can confirm Seed 2.0 Lite's training data extends to 2024-01-01, but cannot make a direct comparison without MiniMax M3.1 Flash's cutoff date.

MiniMax M3.1 Flash

—

Seed 2.0 Lite

Jan 2024

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against MiniMax M3.1 Flash and Seed 2.0 Lite side-by-side, then vote on the output you prefer.

MiniMax M3.1 Flash
✓ Preferred
Seed 2.0 Lite
Open in Playground

FAQ

Common questions about MiniMax M3.1 Flash vs Seed 2.0 Lite.

Which is better, MiniMax M3.1 Flash or Seed 2.0 Lite?

MiniMax M3.1 Flash leads the LLM Stats Score 48.7 to 31.5. MiniMax M3.1 Flash is made by MiniMax and Seed 2.0 Lite is made by ByteDance. 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 Seed 2.0 Lite 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%. Seed 2.0 Lite scores AIME 2025: 93.0%, AIME 2026: 88.3%, GPQA: 85.1%, LiveCodeBench v6: 81.7%, SWE-Bench Verified: 73.5%.

What are the context window sizes for MiniMax M3.1 Flash and Seed 2.0 Lite?

MiniMax M3.1 Flash supports 1.0M tokens and Seed 2.0 Lite 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 Seed 2.0 Lite?

Key differences include LLM Stats Score (48.7 vs 31.5). See the full comparison above for benchmark-by-benchmark results.

Who makes MiniMax M3.1 Flash and Seed 2.0 Lite?

MiniMax M3.1 Flash is developed by MiniMax and Seed 2.0 Lite is developed by ByteDance.

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