Model Comparison

Claude Sonnet 4.6 vs MAI-Thinking-1

Claude Sonnet 4.6 significantly outperforms across most benchmarks.

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Performance Benchmarks

Comparative analysis across standard metrics

3 benchmarks

Claude Sonnet 4.6 outperforms in 3 benchmarks (GPQA, SWE-Bench Verified, Terminal-Bench 2.0), while MAI-Thinking-1 is better at 0 benchmarks.

Claude Sonnet 4.6 significantly outperforms across most benchmarks.

Sat Jun 06 2026 • llm-stats.com

Arena Performance

Human preference votes

Context Window

Maximum input and output token capacity

Only Claude Sonnet 4.6 specifies input context (200,000 tokens). Only Claude Sonnet 4.6 specifies output context (64,000 tokens).

Anthropic
Claude Sonnet 4.6
Input200,000 tokens
Output64,000 tokens
Microsoft
MAI-Thinking-1
Input- tokens
Output- tokens
Sat Jun 06 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Claude Sonnet 4.6 supports multimodal inputs, whereas MAI-Thinking-1 does not.

Claude Sonnet 4.6 can handle both text and other forms of data like images, making it suitable for multimodal applications.

Claude Sonnet 4.6

Text
Images
Audio
Video

MAI-Thinking-1

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.

Claude Sonnet 4.6

Proprietary

Closed source

MAI-Thinking-1

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Sonnet 4.6 was released on 2026-02-17, while MAI-Thinking-1 was released on 2026-06-02.

MAI-Thinking-1 is 4 months newer than Claude Sonnet 4.6.

Claude Sonnet 4.6

Feb 17, 2026

3 months ago

MAI-Thinking-1

Jun 2, 2026

4 days ago

3mo 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

Anthropic
Larger context window (200,000 tokens)
Supports multimodal inputs
Higher GPQA score (89.9% vs 84.2%)
Higher SWE-Bench Verified score (79.6% vs 73.5%)
Higher Terminal-Bench 2.0 score (59.1% vs 46.0%)
Microsoft

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

Detailed Comparison

AI Model Comparison Table
Feature
Anthropic
Claude Sonnet 4.6
Microsoft
MAI-Thinking-1

FAQ

Common questions about Claude Sonnet 4.6 vs MAI-Thinking-1.

Which is better, Claude Sonnet 4.6 or MAI-Thinking-1?

Claude Sonnet 4.6 significantly outperforms across most benchmarks. Claude Sonnet 4.6 is made by Anthropic and MAI-Thinking-1 is made by Microsoft. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does Claude Sonnet 4.6 compare to MAI-Thinking-1 in benchmarks?

Claude Sonnet 4.6 scores Tau2 Telecom: 97.9%, Tau2 Retail: 91.7%, GPQA: 89.9%, MMMLU: 89.3%, SWE-Bench Verified: 79.6%. MAI-Thinking-1 scores LongFact: 98.0%, AIME 2025: 97.0%, AIME 2026: 94.5%, GraphWalks: 90.0%, AIR-Bench: 88.0%.

What are the context window sizes for Claude Sonnet 4.6 and MAI-Thinking-1?

Claude Sonnet 4.6 supports 200K tokens and MAI-Thinking-1 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 Claude Sonnet 4.6 and MAI-Thinking-1?

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

Who makes Claude Sonnet 4.6 and MAI-Thinking-1?

Claude Sonnet 4.6 is developed by Anthropic and MAI-Thinking-1 is developed by Microsoft.