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Gemini 1.0 Pro vs Muse Spark Open

Muse Spark Open leads the LLM Stats Score 44.9 to -5.7. Gemini 1.0 Pro is 2.7x cheaper per token.

Google · Meta · Updated for 2026

Which is better?

Muse Spark Open leads the overall LLM Stats Score 44.9 to -5.7, ranking #43 overall.

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

On price, Gemini 1.0 Pro is roughly 2.7x 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 Gemini 1.0 Pro

  • cost matters — it's about 2.7x cheaper per token

Choose Muse Spark Open

  • overall performance matters — it scores 44.9 and ranks #43 on LLM Stats
  • your work emphasizes reasoning — 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 1,048,576 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

At a glance

The differences that matter most.

Gemini 1.0 Pro
Google
Muse Spark Open
Meta
Core performance indexes
LLM Stats Score
-5.7
#381
44.9
#43
Reasoning
-8.3
#380
45.2
#39
Cost, coverage & limits
Benchmark wins
0 of 1
1 of 1
Input price
$0.50 / M
$1.25 / M
Output price
$1.50 / M
$4.25 / M
Context window
32,760
1,048,576

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
Gemini 1.0 Pro
Muse Spark Open
Math
-1.7#317
31.6#69
Vision
-8.7#225
31.2#34
Multimodal
-6.3#185
33.1#20
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

9 reported for Gemini 1.0 Pro · 17 for Muse Spark Open

1 shared

Gemini 1.0 Pro outperforms in 0 benchmarks, while Muse Spark Open is better at 1 benchmark (GPQA).

Muse Spark Open 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

Gemini 1.0 Pro costs less

For input processing, Gemini 1.0 Pro ($0.50/1M tokens) is 2.5x cheaper than Muse Spark Open ($1.25/1M tokens).

For output processing, Gemini 1.0 Pro ($1.50/1M tokens) is 2.8x cheaper than Muse Spark Open ($4.25/1M tokens).

In conclusion, Muse Spark Open is more expensive than Gemini 1.0 Pro.*

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

Lowest available price from all providers
Mon Oct 19 2026 • llm-stats.com
Google
Gemini 1.0 Pro
Input tokens$0.50
Output tokens$1.50
Best providerGoogle
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

Muse Spark Open accepts 1,048,576 input tokens compared to Gemini 1.0 Pro's 32,760 tokens. Muse Spark Open can generate longer responses up to 1,048,576 tokens, while Gemini 1.0 Pro is limited to 8,192 tokens.

Google
Gemini 1.0 Pro
Input32,760 tokens
Output8,192 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

Muse Spark Open supports multimodal inputs, whereas Gemini 1.0 Pro does not.

Muse Spark Open can handle both text and other forms of data like images, making it suitable for multimodal applications.

Gemini 1.0 Pro

Text
Images
Audio
Video

Muse Spark Open

Text
Images
Audio
Video

License

Usage and distribution terms

Gemini 1.0 Pro 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.

Gemini 1.0 Pro

Proprietary

Closed source

Muse Spark Open

Muse Model License

Open weights

Release Timeline

When each model was launched

Gemini 1.0 Pro was released on 2024-02-15, while Muse Spark Open was released on 2026-10-15.

Muse Spark Open is 32 months newer than Gemini 1.0 Pro.

Gemini 1.0 Pro

Feb 15, 2024

2.7 years ago

Muse Spark Open

Oct 15, 2026

4 days ago

2.7yr newer

Knowledge Cutoff

When training data ends

Gemini 1.0 Pro has a documented knowledge cutoff of 2024-02-01, while Muse Spark Open's cutoff date is not specified.

We can confirm Gemini 1.0 Pro's training data extends to 2024-02-01, but cannot make a direct comparison without Muse Spark Open's cutoff date.

Gemini 1.0 Pro

Feb 2024

Muse Spark Open

—

Provider Availability

Gemini 1.0 Pro is available from Google. Muse Spark Open is available from Together.

Gemini 1.0 Pro

google logo
Google
Input Price:Input: $0.50/1MOutput Price:Output: $1.50/1M

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 Gemini 1.0 Pro and Muse Spark Open side-by-side, then vote on the output you prefer.

Gemini 1.0 Pro
✓ Preferred
Muse Spark Open
Open in Playground

FAQ

Common questions about Gemini 1.0 Pro vs Muse Spark Open.

Which is better, Gemini 1.0 Pro or Muse Spark Open?

Muse Spark Open leads the LLM Stats Score 44.9 to -5.7. Gemini 1.0 Pro is made by Google 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 Gemini 1.0 Pro compare to Muse Spark Open in benchmarks?

Gemini 1.0 Pro scores FLEURS: 93.6%, BIG-Bench: 75.0%, MMLU: 71.8%, WMT23: 71.7%, EgoSchema: 55.7%. 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 Gemini 1.0 Pro cheaper than Muse Spark Open?

Gemini 1.0 Pro is 2.5x cheaper for input tokens. Gemini 1.0 Pro costs $0.50/M input and $1.50/M output via google. Muse Spark Open costs $1.25/M input and $4.25/M output via together.

What are the context window sizes for Gemini 1.0 Pro and Muse Spark Open?

Gemini 1.0 Pro supports 33K 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 Gemini 1.0 Pro and Muse Spark Open?

Key differences include LLM Stats Score (-5.7 vs 44.9), context window (33K vs 1.0M), input pricing ($0.50 vs $1.25/M), multimodal support (no vs yes), licensing (Proprietary vs Muse Model License). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 1.0 Pro and Muse Spark Open?

Gemini 1.0 Pro is developed by Google and Muse Spark Open is developed by Meta.

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