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Gemini 3.5 Transcribe Live vs Muse Spark Open

Comparing Gemini 3.5 Transcribe Live and Muse Spark Open across benchmarks, pricing, and capabilities.

Google · Meta · Updated for 2026

Which is better?

Gemini 3.5 Transcribe Live and Muse Spark Open trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

On price, Muse Spark Open is roughly 3.9x 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 Gemini 3.5 Transcribe Live

  • you want predictable pricing at $3.50/M input and $21.00/M output

Choose Muse Spark Open

  • cost matters — it's about 3.9x 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.

Gemini 3.5 Transcribe Live
Google
Muse Spark Open
Meta
Benchmark wins
—
—
Input price
$3.50 / M
$1.25 / M
Output price
$21.00 / M
$4.25 / M
Context window
—
1,048,576

Individual benchmarks

1 reported for Gemini 3.5 Transcribe Live · 17 for Muse Spark Open

No common benchmarks found

Gemini 3.5 Transcribe Live and Muse Spark Opendon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

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, Gemini 3.5 Transcribe Live ($3.50/1M tokens) is 2.8x more expensive than Muse Spark Open ($1.25/1M tokens).

For output processing, Gemini 3.5 Transcribe Live ($21.00/1M tokens) is 4.9x more expensive than Muse Spark Open ($4.25/1M tokens).

In conclusion, Gemini 3.5 Transcribe Live is more expensive than Muse Spark Open.*

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

Lowest available price from all providers
Fri Oct 23 2026 • llm-stats.com
Google
Gemini 3.5 Transcribe Live
Input tokens$3.50
Output tokens$21.00
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

Only Muse Spark Open specifies input context (1,048,576 tokens). Only Muse Spark Open specifies output context (1,048,576 tokens).

Google
Gemini 3.5 Transcribe Live
Input- tokens
Output- tokens
Meta
Muse Spark Open
Input1,048,576 tokens
Output1,048,576 tokens
Fri Oct 23 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Gemini 3.5 Transcribe Live and Muse Spark Open support multimodal inputs.

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

Gemini 3.5 Transcribe Live

Text
Images
Audio
Video

Muse Spark Open

Text
Images
Audio
Video

License

Usage and distribution terms

Gemini 3.5 Transcribe Live 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 3.5 Transcribe Live

Proprietary

Closed source

Muse Spark Open

Muse Model License

Open weights

Release Timeline

When each model was launched

Gemini 3.5 Transcribe Live was released on 2026-08-26, while Muse Spark Open was released on 2026-10-15.

Muse Spark Open is 2 months newer than Gemini 3.5 Transcribe Live.

Gemini 3.5 Transcribe Live

Aug 26, 2026

1 months ago

Muse Spark Open

Oct 15, 2026

4 days ago

1mo 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

Gemini 3.5 Transcribe Live is available from Google. Muse Spark Open is available from Together.

Gemini 3.5 Transcribe Live

google logo
Google
Input Price:Input: $3.50/1MOutput Price:Output: $21.00/1M

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 Gemini 3.5 Transcribe Live and Muse Spark Open side-by-side, then vote on the output you prefer.

Gemini 3.5 Transcribe Live
✓ Preferred
Muse Spark Open
Open in Playground

FAQ

Common questions about Gemini 3.5 Transcribe Live vs Muse Spark Open.

Which is better, Gemini 3.5 Transcribe Live or Muse Spark Open?

Gemini 3.5 Transcribe Live (Google) and Muse Spark Open (Meta) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does Gemini 3.5 Transcribe Live compare to Muse Spark Open in benchmarks?

Gemini 3.5 Transcribe Live scores FLEURS: 94.5%. 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 3.5 Transcribe Live cheaper than Muse Spark Open?

Muse Spark Open is 2.8x cheaper for input tokens. Gemini 3.5 Transcribe Live costs $3.50/M input and $21.00/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 3.5 Transcribe Live and Muse Spark Open?

Gemini 3.5 Transcribe Live supports an unknown number of 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 3.5 Transcribe Live and Muse Spark Open?

Key differences include input pricing ($3.50 vs $1.25/M), licensing (Proprietary vs Muse Model License). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 3.5 Transcribe Live and Muse Spark Open?

Gemini 3.5 Transcribe Live is developed by Google and Muse Spark Open is developed by Meta.

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