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Kimi K3 vs Muse Spark Open

Kimi K3 leads the LLM Stats Score 51.8 to 44.9. Muse Spark Open is 2.9x cheaper per token.

Moonshot AI · Meta · Updated for 2026

Which is better?

Kimi K3 leads the overall LLM Stats Score 51.8 to 44.9, ranking #14 overall.

In the 8 individual benchmarks reported for both models, Kimi K3 wins 5; this is a narrower head-to-head signal than the composite indexes.

On price, Muse Spark Open is roughly 2.9x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

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

Choose Kimi K3

  • overall performance matters — it scores 51.8 and ranks #14 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 5 of 8 exact shared results

Choose Muse Spark Open

  • cost matters — it's about 2.9x cheaper per token
  • you want the most recent training data — it shipped Oct 2026

At a glance

The differences that matter most.

Core performance indexes
51.8
#14
44.9
#43
51.1
#9
45.2
#39
39.9
#11
33.0
#42
37.3
#16
30.6
#43
Cost, coverage & limits
Benchmark wins
5 of 8
3 of 8
Input price
$2.85 / M
$1.25 / M
Output price
$14.25 / M
$4.25 / M
Context window
1,048,576
1,048,576

Capability indexes

Additional strengths measured across groups of related public benchmarks

4 shared
Index
Kimi K3
Muse Spark Open
41.3#11
31.6#69
36.0#10
31.2#34
30.9#6
23.3#44
37.2#6
33.1#20
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

31 reported for Kimi K3 · 17 for Muse Spark Open

8 shared

Kimi K3 outperforms in 5 benchmarks (BabyVision, DeepSWE 1.1, GPQA, Terminal-Bench 2.1, WorldVQA), while Muse Spark Open is better at 3 benchmarks (Job Bench, MCP Atlas, ZEROBench).

Kimi K3 shows notably better performance in the majority of benchmarks.

Mon Oct 19 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Muse Spark Open costs less

For input processing, Kimi K3 ($2.85/1M tokens) is 2.3x more expensive than Muse Spark Open ($1.25/1M tokens).

For output processing, Kimi K3 ($14.25/1M tokens) is 3.4x more expensive than Muse Spark Open ($4.25/1M tokens).

In conclusion, Kimi K3 is more expensive than Muse Spark Open.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Mon Oct 19 2026 • llm-stats.com
Moonshot AI
Kimi K3
Input tokens$2.85
Output tokens$14.25
Best providerDeepinfra
Meta
Muse Spark Open
Input tokens$1.25
Output tokens$4.25
Best providerTogether
Notice missing or incorrect data?

Model Size

Parameter count comparison

1984.0B diff

Kimi K3 has 1984.0B more parameters than Muse Spark Open, making it 243.1% larger.

Moonshot AI
Kimi K3
2.8Tparameters
Meta
Muse Spark Open
816.0Bparameters
2800.0B
Kimi K3
816.0B
Muse Spark Open

Context Window

Maximum input and output token capacity

Both models have the same input context window of 1,048,576 tokens. Both models can generate responses up to 1,048,576 tokens.

Moonshot AI
Kimi K3
Input1,048,576 tokens
Output1,048,576 tokens
Meta
Muse Spark Open
Input1,048,576 tokens
Output1,048,576 tokens
Mon Oct 19 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Kimi K3 and Muse Spark Open support multimodal inputs.

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

Kimi K3

Text
Images
Audio
Video

Muse Spark Open

Text
Images
Audio
Video

License

Usage and distribution terms

Kimi K3 is licensed under Kimi K3 License, while Muse Spark Open uses Muse Model License.

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

Kimi K3

Kimi K3 License

Open weights

Muse Spark Open

Muse Model License

Open weights

Release Timeline

When each model was launched

Kimi K3 was released on 2026-07-16, while Muse Spark Open was released on 2026-10-15.

Muse Spark Open is 3 months newer than Kimi K3.

Kimi K3

Jul 16, 2026

3 months ago

Muse Spark Open

Oct 15, 2026

2 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

Provider Availability

Kimi K3 is available from DeepInfra, Fireworks, Moonshot AI, Novita, Together. Muse Spark Open is available from Together.

Kimi K3

deepinfra logo
Deepinfra
Input Price:Input: $2.85/1MOutput Price:Output: $14.25/1M
fireworks logo
Fireworks
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
moonshot logo
Unknown Organization
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
novita logo
Novita
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
together logo
Together
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M

Muse Spark Open

together logo
Together
Input Price:Input: $1.25/1MOutput Price:Output: $4.25/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Kimi K3 and Muse Spark Open side-by-side, then vote on the output you prefer.

Kimi K3
✓ Preferred
Muse Spark Open
Open in Playground

FAQ

Common questions about Kimi K3 vs Muse Spark Open.

Which is better, Kimi K3 or Muse Spark Open?

Kimi K3 leads the LLM Stats Score 51.8 to 44.9. Kimi K3 is made by Moonshot AI and Muse Spark Open is made by Meta. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Kimi K3 compare to Muse Spark Open in benchmarks?

Kimi K3 scores MathVision: 97.8%, DeepSearchQA: 95.0%, GPQA: 93.5%, CharXiv-R: 91.3%, BrowseComp: 91.2%. Muse Spark Open scores MCP Atlas: 89.2%, GPQA: 89.0%, OSWorld-Verified: 80.4%, BabyVision: 80.2%, Terminal-Bench 2.1: 76.4%.

Is Kimi K3 cheaper than Muse Spark Open?

Muse Spark Open is 2.3x cheaper for input tokens. Kimi K3 costs $2.85/M input and $14.25/M output via deepinfra. Muse Spark Open costs $1.25/M input and $4.25/M output via together.

What are the context window sizes for Kimi K3 and Muse Spark Open?

Kimi K3 supports 1.0M tokens and Muse Spark Open 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 Kimi K3 and Muse Spark Open?

Key differences include LLM Stats Score (51.8 vs 44.9), input pricing ($2.85 vs $1.25/M), licensing (Kimi K3 License vs Muse Model License). See the full comparison above for benchmark-by-benchmark results.

Who makes Kimi K3 and Muse Spark Open?

Kimi K3 is developed by Moonshot AI and Muse Spark Open is developed by Meta.