Model Comparison

MAI-Thinking-1 vs Kimi K3Which is better in 2026?

Kimi K3 significantly outperforms across most benchmarks.

Verdict: MAI-Thinking-1 vs Kimi K3 — which is better?

MAI-Thinking-1 (by Microsoft) and Kimi K3 (by Moonshot AI) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.

MAI-Thinking-1 outperforms in 0 benchmarks, while Kimi K3 is better at 1 benchmark (GPQA). Kimi K3 significantly outperforms across most benchmarks.

Choose MAI-Thinking-1 if…

  • you are already invested in the Microsoft ecosystem

Choose Kimi K3 if…

  • you want the strongest raw capability — it leads on 1 of 1 shared benchmarks
  • you want the most recent training data — it shipped Jul 2026

Performance Benchmarks

Comparative analysis across standard metrics

1 benchmarks

MAI-Thinking-1 outperforms in 0 benchmarks, while Kimi K3 is better at 1 benchmark (GPQA).

Kimi K3 significantly outperforms across most benchmarks.

Fri Jul 17 2026 • llm-stats.com

Arena Performance

Human preference votes

Model Size

Parameter count comparison

1800.0B diff

Kimi K3 has 1800.0B more parameters than MAI-Thinking-1, making it 180.0% larger.

Microsoft
MAI-Thinking-1
1.0Tparameters
Moonshot AI
Kimi K3
2.8Tparameters
1000.0B
MAI-Thinking-1
2800.0B
Kimi K3

Context Window

Maximum input and output token capacity

Only Kimi K3 specifies input context (1,048,576 tokens). Only Kimi K3 specifies output context (1,048,576 tokens).

Microsoft
MAI-Thinking-1
Input- tokens
Output- tokens
Moonshot AI
Kimi K3
Input1,048,576 tokens
Output1,048,576 tokens
Fri Jul 17 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Kimi K3 supports multimodal inputs, whereas MAI-Thinking-1 does not.

Kimi K3 can handle both text and other forms of data like images, making it suitable for multimodal applications.

MAI-Thinking-1

Text
Images
Audio
Video

Kimi K3

Text
Images
Audio
Video

Release Timeline

When each model was launched

MAI-Thinking-1 was released on 2026-06-02, while Kimi K3 was released on 2026-07-16.

Kimi K3 is 1 month newer than MAI-Thinking-1.

MAI-Thinking-1

Jun 2, 2026

1 months ago

Kimi K3

Jul 16, 2026

1 days ago

1mo newer

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

Key Takeaways

No standout differentiators in the data we have for this pair.

Larger context window (1,048,576 tokens)
Supports multimodal inputs
Has open weights
Higher GPQA score (93.5% vs 84.2%)

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against MAI-Thinking-1 and Kimi K3 side-by-side, then vote on the output you prefer.

MAI-Thinking-1
✓ Preferred
Kimi K3
Open in Playground
AI Model Comparison Table
Feature
Microsoft
MAI-Thinking-1
Moonshot AI
Kimi K3

FAQ

Common questions about MAI-Thinking-1 vs Kimi K3.

Which is better, MAI-Thinking-1 or Kimi K3?

Kimi K3 significantly outperforms across most benchmarks. MAI-Thinking-1 is made by Microsoft and Kimi K3 is made by Moonshot AI. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does MAI-Thinking-1 compare to Kimi K3 in benchmarks?

MAI-Thinking-1 scores LongFact: 98.0%, AIME 2025: 97.0%, AIME 2026: 94.5%, GraphWalks: 90.0%, AIR-Bench: 88.0%. Kimi K3 scores MathVision: 97.8%, DeepSearchQA: 95.0%, GPQA: 93.5%, CharXiv-R: 91.3%, BrowseComp: 91.2%.

What are the context window sizes for MAI-Thinking-1 and Kimi K3?

MAI-Thinking-1 supports an unknown number of tokens and Kimi K3 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 MAI-Thinking-1 and Kimi K3?

Key differences include multimodal support (no vs yes), licensing (Proprietary vs Unknown). See the full comparison above for benchmark-by-benchmark results.

Who makes MAI-Thinking-1 and Kimi K3?

MAI-Thinking-1 is developed by Microsoft and Kimi K3 is developed by Moonshot AI.