The AI arena is free today

Open Superagent

Atria Dawn Preview vs MiniMax M3

Atria Dawn Preview leads the LLM Stats Score 52.3 to 41.4.

Shanghai AI Laboratory · MiniMax · Updated for 2026

Which is better?

Atria Dawn Preview leads the overall LLM Stats Score 52.3 to 41.4, ranking #10 overall.

In the 3 individual benchmarks reported for both models, Atria Dawn Preview wins 3; this is a narrower head-to-head signal than the composite indexes.

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

Choose Atria Dawn Preview

  • overall performance matters — it scores 52.3 and ranks #10 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 3 of 3 exact shared results
  • you want the most recent training data — it shipped Sep 2026

Choose MiniMax M3

  • you want predictable pricing at $0.28/M input and $1.10/M output

At a glance

The differences that matter most.

Core performance indexes
52.3
#10
41.4
#52
50.5
#12
41.4
#49
36.2
#22
32.0
#40
38.8
#10
26.3
#49
Cost, coverage & limits
Benchmark wins
3 of 3
0 of 3
Input price
— / M
$0.28 / M
Output price
— / M
$1.10 / M
Context window
524,288

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
Atria Dawn Preview
MiniMax M3
31.1#12
21.4#52
36.1#1
21.7#21
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

12 reported for Atria Dawn Preview · 35 for MiniMax M3

3 shared

Atria Dawn Preview outperforms in 3 benchmarks (BrowseComp, SWE-Bench Pro, Terminal-Bench 2.1), while MiniMax M3 is better at 0 benchmarks.

Atria Dawn Preview significantly outperforms across most benchmarks.

Sun Sep 20 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Model Size

Parameter count comparison

316.0B diff

Atria Dawn Preview has 316.0B more parameters than MiniMax M3, making it 73.8% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
MiniMax
MiniMax M3
428.0Bparameters
744.0B
Atria Dawn Preview
428.0B
MiniMax M3

Context Window

Maximum input and output token capacity

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

Shanghai AI Laboratory
Atria Dawn Preview
Input- tokens
Output- tokens
MiniMax
MiniMax M3
Input524,288 tokens
Output524,288 tokens
Sun Sep 20 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

MiniMax M3 supports multimodal inputs, whereas Atria Dawn Preview does not.

MiniMax M3 can handle both text and other forms of data like images, making it suitable for multimodal applications.

Atria Dawn Preview

Text
Images
Audio
Video

MiniMax M3

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under MIT.

Both models share the same licensing terms, providing consistent usage rights.

Atria Dawn Preview

MIT

Open weights

MiniMax M3

MIT

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while MiniMax M3 was released on 2026-06-01.

Atria Dawn Preview is 3 months newer than MiniMax M3.

Atria Dawn Preview

Sep 11, 2026

1 weeks ago

3mo newer
MiniMax M3

Jun 1, 2026

3 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?Start an Issue discussion

Judge for yourself.

Run your own prompts against Atria Dawn Preview and MiniMax M3 side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
MiniMax M3
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs MiniMax M3.

Which is better, Atria Dawn Preview or MiniMax M3?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 41.4. Atria Dawn Preview is made by Shanghai AI Laboratory and MiniMax M3 is made by MiniMax. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Atria Dawn Preview compare to MiniMax M3 in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. MiniMax M3 scores OmniDocBench 1.5: 91.6%, SpreadSheetBench-v1: 89.3%, USAMO 2026: 85.7%, Video-MME: 85.4%, VideoMMMU: 84.6%.

What are the context window sizes for Atria Dawn Preview and MiniMax M3?

Atria Dawn Preview supports an unknown number of tokens and MiniMax M3 supports 524K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Atria Dawn Preview and MiniMax M3?

Key differences include LLM Stats Score (52.3 vs 41.4), multimodal support (no vs yes). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and MiniMax M3?

Atria Dawn Preview is developed by Shanghai AI Laboratory and MiniMax M3 is developed by MiniMax.