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GPT-6.1 Sol vs Muse Spark Open

GPT-6.1 Sol leads the LLM Stats Score 53.5 to 44.9. Muse Spark Open is 2.0x cheaper per token.

OpenAI · Meta · Updated for 2026

Which is better?

GPT-6.1 Sol leads the overall LLM Stats Score 53.5 to 44.9, ranking #7 overall.

In the 1 individual benchmarks reported for both models, GPT-6.1 Sol wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, Muse Spark Open is roughly 2.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-6.1 Sol also accepts a larger context window (1,050,000 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 GPT-6.1 Sol

  • overall performance matters — it scores 53.5 and ranks #7 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you process long inputs — it offers a 1,050,000 token context window

Choose Muse Spark Open

  • cost matters — it's about 2.0x cheaper per token
  • you want the most recent training data — it shipped Oct 2026
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
53.5
#7
44.9
#43
51.5
#8
45.2
#39
38.4
#19
33.0
#42
37.9
#13
30.6
#43
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$2.00 / M
$1.25 / M
Output price
$10.00 / M
$4.25 / M
Context window
1,050,000
1,048,576

Capability indexes

Additional strengths measured across groups of related public benchmarks

4 shared
Index
GPT-6.1 Sol
Muse Spark Open
34.9#47
31.6#69
35.8#11
31.2#34
22.6#53
23.3#44
35.5#11
33.1#20
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

17 reported for GPT-6.1 Sol · 17 for Muse Spark Open

1 shared

GPT-6.1 Sol outperforms in 1 benchmarks (DeepSWE 1.1), while Muse Spark Open is better at 0 benchmarks.

GPT-6.1 Sol significantly outperforms across most 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, GPT-6.1 Sol ($2.00/1M tokens) is 1.6x more expensive than Muse Spark Open ($1.25/1M tokens).

For output processing, GPT-6.1 Sol ($10.00/1M tokens) is 2.4x more expensive than Muse Spark Open ($4.25/1M tokens).

In conclusion, GPT-6.1 Sol 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
OpenAI
GPT-6.1 Sol
Input tokens$2.00
Output tokens$10.00
Best providerOpenAI
Meta
Muse Spark Open
Input tokens$1.25
Output tokens$4.25
Best providerTogether
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

GPT-6.1 Sol accepts 1,050,000 input tokens compared to Muse Spark Open's 1,048,576 tokens. Muse Spark Open can generate longer responses up to 1,048,576 tokens, while GPT-6.1 Sol is limited to 128,000 tokens.

OpenAI
GPT-6.1 Sol
Input1,050,000 tokens
Output128,000 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 GPT-6.1 Sol and Muse Spark Open support multimodal inputs.

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

GPT-6.1 Sol

Text
Images
Audio
Video

Muse Spark Open

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-6.1 Sol is licensed under a proprietary 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.

GPT-6.1 Sol

Proprietary

Closed source

Muse Spark Open

Muse Model License

Open weights

Release Timeline

When each model was launched

GPT-6.1 Sol was released on 2026-09-29, while Muse Spark Open was released on 2026-10-15.

Muse Spark Open is 1 month newer than GPT-6.1 Sol.

GPT-6.1 Sol

Sep 29, 2026

2 weeks ago

Muse Spark Open

Oct 15, 2026

2 days ago

2w newer

Knowledge Cutoff

When training data ends

GPT-6.1 Sol has a documented knowledge cutoff of 2026-04-30, while Muse Spark Open's cutoff date is not specified.

We can confirm GPT-6.1 Sol's training data extends to 2026-04-30, but cannot make a direct comparison without Muse Spark Open's cutoff date.

GPT-6.1 Sol

Apr 2026

Muse Spark Open

—

Provider Availability

GPT-6.1 Sol is available from OpenAI. Muse Spark Open is available from Together.

GPT-6.1 Sol

openai logo
OpenAI
Input Price:Input: $2.00/1MOutput Price:Output: $10.00/1M

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 GPT-6.1 Sol and Muse Spark Open side-by-side, then vote on the output you prefer.

GPT-6.1 Sol
✓ Preferred
Muse Spark Open
Open in Playground

FAQ

Common questions about GPT-6.1 Sol vs Muse Spark Open.

Which is better, GPT-6.1 Sol or Muse Spark Open?

GPT-6.1 Sol leads the LLM Stats Score 53.5 to 44.9. GPT-6.1 Sol is made by OpenAI 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 GPT-6.1 Sol compare to Muse Spark Open in benchmarks?

GPT-6.1 Sol scores FrontierMath Tier 4 (v2): 100.0%, HealthBench Consensus: 96.0%, MMMU-Pro: 86.0%, DeepSWE 1.1: 75.2%, SimpleQA Verified: 73.9%. 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 GPT-6.1 Sol cheaper than Muse Spark Open?

Muse Spark Open is 1.6x cheaper for input tokens. GPT-6.1 Sol costs $2.00/M input and $10.00/M output via openai. Muse Spark Open costs $1.25/M input and $4.25/M output via together.

What are the context window sizes for GPT-6.1 Sol and Muse Spark Open?

GPT-6.1 Sol supports 1.1M 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 GPT-6.1 Sol and Muse Spark Open?

Key differences include LLM Stats Score (53.5 vs 44.9), context window (1.1M vs 1.0M), input pricing ($2.00 vs $1.25/M), licensing (Proprietary vs Muse Model License). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-6.1 Sol and Muse Spark Open?

GPT-6.1 Sol is developed by OpenAI and Muse Spark Open is developed by Meta.