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Muse Spark Open vs Qwen3.8 Flash

Muse Spark Open and Qwen3.8 Flash are closely matched at 44.9 and 48.0 on the LLM Stats Score. Qwen3.8 Flash is 8.7x cheaper per token.

Meta · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Muse Spark Open and Qwen3.8 Flash are closely matched on the overall LLM Stats Score at 44.9 and 48.0.

In the 3 individual benchmarks reported for both models, Muse Spark Open wins 2; this is a narrower head-to-head signal than the composite indexes.

On price, Qwen3.8 Flash is roughly 8.7x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Muse Spark Open also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

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

Choose Muse Spark Open

  • you value its reported benchmark strengths — it wins 2 of 3 exact shared results
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Oct 2026
  • you need open weights you can self-host or fine-tune

Choose Qwen3.8 Flash

  • cost matters — it's about 8.7x cheaper per token

At a glance

The differences that matter most.

Core performance indexes
44.9
#43
48.0
#32
45.2
#39
48.4
#21
33.0
#42
33.1
#41
30.6
#43
32.8
#36
Cost, coverage & limits
Benchmark wins
2 of 3
1 of 3
Input price
$1.25 / M
$0.15 / M
Output price
$4.25 / M
$0.47 / M
Context window
1,048,576
1,000,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

4 shared
Index
Muse Spark Open
Qwen3.8 Flash
31.6#69
32.8#61
31.2#34
34.0#19
23.3#44
29.7#12
33.1#20
35.3#13
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

17 reported for Muse Spark Open · 22 for Qwen3.8 Flash

3 shared

Muse Spark Open outperforms in 2 benchmarks (DeepSWE 1.1, Job Bench), while Qwen3.8 Flash is better at 1 benchmark (GPQA).

Muse Spark Open 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

Qwen3.8 Flash costs less

For input processing, Muse Spark Open ($1.25/1M tokens) is 8.3x more expensive than Qwen3.8 Flash ($0.15/1M tokens).

For output processing, Muse Spark Open ($4.25/1M tokens) is 9.0x more expensive than Qwen3.8 Flash ($0.47/1M tokens).

In conclusion, Muse Spark Open is more expensive than Qwen3.8 Flash.*

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

Lowest available price from all providers
Mon Oct 19 2026 • llm-stats.com
Meta
Muse Spark Open
Input tokens$1.25
Output tokens$4.25
Best providerTogether
Alibaba Cloud / Qwen Team
Qwen3.8 Flash
Input tokens$0.15
Output tokens$0.47
Best providerNovita
Notice missing or incorrect data?

Model Size

Parameter count comparison

691.0B diff

Muse Spark Open has 691.0B more parameters than Qwen3.8 Flash, making it 552.8% larger.

Meta
Muse Spark Open
816.0Bparameters
Alibaba Cloud / Qwen Team
Qwen3.8 Flash
125.0Bparameters
816.0B
Muse Spark Open
125.0B
Qwen3.8 Flash

Context Window

Maximum input and output token capacity

Muse Spark Open accepts 1,048,576 input tokens compared to Qwen3.8 Flash's 1,000,000 tokens. Muse Spark Open can generate longer responses up to 1,048,576 tokens, while Qwen3.8 Flash is limited to 131,072 tokens.

Meta
Muse Spark Open
Input1,048,576 tokens
Output1,048,576 tokens
Alibaba Cloud / Qwen Team
Qwen3.8 Flash
Input1,000,000 tokens
Output131,072 tokens
Mon Oct 19 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Muse Spark Open and Qwen3.8 Flash support multimodal inputs.

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

Muse Spark Open

Text
Images
Audio
Video

Qwen3.8 Flash

Text
Images
Audio
Video

License

Usage and distribution terms

Muse Spark Open is licensed under Muse Model License, while Qwen3.8 Flash uses a proprietary license.

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

Muse Spark Open

Muse Model License

Open weights

Qwen3.8 Flash

Proprietary

Closed source

Release Timeline

When each model was launched

Muse Spark Open was released on 2026-10-15, while Qwen3.8 Flash was released on 2026-08-26.

Muse Spark Open is 2 months newer than Qwen3.8 Flash.

Muse Spark Open

Oct 15, 2026

4 days ago

1mo newer
Qwen3.8 Flash

Aug 26, 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

Provider Availability

Muse Spark Open is available from Together. Qwen3.8 Flash is available from Novita.

Muse Spark Open

together logo
Together
Input Price:Input: $1.25/1MOutput Price:Output: $4.25/1M

Qwen3.8 Flash

novita logo
Novita
Input Price:Input: $0.15/1MOutput Price:Output: $0.47/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Muse Spark Open and Qwen3.8 Flash side-by-side, then vote on the output you prefer.

Muse Spark Open
✓ Preferred
Qwen3.8 Flash
Open in Playground

FAQ

Common questions about Muse Spark Open vs Qwen3.8 Flash.

Which is better, Muse Spark Open or Qwen3.8 Flash?

Muse Spark Open and Qwen3.8 Flash are closely matched on the LLM Stats Score at 44.9 and 48.0. Muse Spark Open is made by Meta and Qwen3.8 Flash is made by Alibaba Cloud / Qwen Team. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Muse Spark Open compare to Qwen3.8 Flash in benchmarks?

Muse Spark Open scores MCP Atlas: 89.2%, GPQA: 89.0%, OSWorld-Verified: 80.4%, BabyVision: 80.2%, Terminal-Bench 2.1: 76.4%. Qwen3.8 Flash scores MathVision: 95.7%, LiveCodeBench v6: 91.9%, GPQA: 91.7%, CharXiv-R: 90.6%, RealWorldQA: 88.5%.

Is Muse Spark Open cheaper than Qwen3.8 Flash?

Qwen3.8 Flash is 8.3x cheaper for input tokens. Muse Spark Open costs $1.25/M input and $4.25/M output via together. Qwen3.8 Flash costs $0.15/M input and $0.47/M output via novita.

What are the context window sizes for Muse Spark Open and Qwen3.8 Flash?

Muse Spark Open supports 1.0M tokens and Qwen3.8 Flash 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 Muse Spark Open and Qwen3.8 Flash?

Key differences include LLM Stats Score (44.9 vs 48.0), context window (1.0M vs 1.0M), input pricing ($1.25 vs $0.15/M), licensing (Muse Model License vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Muse Spark Open and Qwen3.8 Flash?

Muse Spark Open is developed by Meta and Qwen3.8 Flash is developed by Alibaba Cloud / Qwen Team.