Model Comparison

Muse Spark 1.1 vs Kimi K2.7 CodeWhich is better in 2026?

Muse Spark 1.1 significantly outperforms across most benchmarks.

Verdict: Muse Spark 1.1 vs Kimi K2.7 Code — which is better?

Muse Spark 1.1 (by Meta) and Kimi K2.7 Code (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.

Muse Spark 1.1 outperforms in 1 benchmarks (MCP Atlas), while Kimi K2.7 Code is better at 0 benchmarks. Muse Spark 1.1 significantly outperforms across most benchmarks.

Choose Muse Spark 1.1 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

Choose Kimi K2.7 Code if…

  • you need open weights you can self-host or fine-tune

Performance Benchmarks

Comparative analysis across standard metrics

1 benchmarks

Muse Spark 1.1 outperforms in 1 benchmarks (MCP Atlas), while Kimi K2.7 Code is better at 0 benchmarks.

Muse Spark 1.1 significantly outperforms across most benchmarks.

Fri Jul 17 2026 • llm-stats.com

Arena Performance

Human preference votes

Context Window

Maximum input and output token capacity

Only Kimi K2.7 Code specifies input context (262,144 tokens). Only Kimi K2.7 Code specifies output context (131,072 tokens).

Meta
Muse Spark 1.1
Input- tokens
Output- tokens
Moonshot AI
Kimi K2.7 Code
Input262,144 tokens
Output131,072 tokens
Fri Jul 17 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both Muse Spark 1.1 and Kimi K2.7 Code support multimodal inputs.

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

Muse Spark 1.1

Text
Images
Audio
Video

Kimi K2.7 Code

Text
Images
Audio
Video

License

Usage and distribution terms

Muse Spark 1.1 is licensed under a proprietary license, while Kimi K2.7 Code uses Modified MIT License.

License differences may affect how you can use these models in commercial or open-source projects.

Muse Spark 1.1

Proprietary

Closed source

Kimi K2.7 Code

Modified MIT License

Open weights

Release Timeline

When each model was launched

Muse Spark 1.1 was released on 2026-07-09, while Kimi K2.7 Code was released on 2026-06-12.

Muse Spark 1.1 is 1 month newer than Kimi K2.7 Code.

Muse Spark 1.1

Jul 9, 2026

1 weeks ago

3w newer
Kimi K2.7 Code

Jun 12, 2026

1 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→

Key Takeaways

Meta
Higher MCP Atlas score (88.1% vs 76.0%)
Moonshot AI
Larger context window (262,144 tokens)
Has open weights

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against Muse Spark 1.1 and Kimi K2.7 Code side-by-side, then vote on the output you prefer.

Muse Spark 1.1
✓ Preferred
Kimi K2.7 Code
Open in Playground
AI Model Comparison Table
Feature
Meta
Muse Spark 1.1
Moonshot AI
Kimi K2.7 Code

FAQ

Common questions about Muse Spark 1.1 vs Kimi K2.7 Code.

Which is better, Muse Spark 1.1 or Kimi K2.7 Code?

Muse Spark 1.1 significantly outperforms across most benchmarks. Muse Spark 1.1 is made by Meta and Kimi K2.7 Code is made by Moonshot AI. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does Muse Spark 1.1 compare to Kimi K2.7 Code in benchmarks?

Muse Spark 1.1 scores CharXiv-R: 88.4%, MCP Atlas: 88.1%, OSWorld-Verified: 80.8%, Terminal-Bench 2.1: 80.0%, BabyVision: 76.3%. Kimi K2.7 Code scores MCP-Mark: 81.1%, MCP Atlas: 76.0%, LiveBench: 71.9%, Kimi Code Bench v2: 62.0%, Program Bench: 53.6%.

What are the context window sizes for Muse Spark 1.1 and Kimi K2.7 Code?

Muse Spark 1.1 supports an unknown number of tokens and Kimi K2.7 Code supports 262K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Muse Spark 1.1 and Kimi K2.7 Code?

Key differences include licensing (Proprietary vs Modified MIT License). See the full comparison above for benchmark-by-benchmark results.

Who makes Muse Spark 1.1 and Kimi K2.7 Code?

Muse Spark 1.1 is developed by Meta and Kimi K2.7 Code is developed by Moonshot AI.

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