Gemini 3.7 Flash vs Muse Spark 1.2
Gemini 3.7 Flash and Muse Spark 1.2 are closely matched at 48.7 and 39.8 on the LLM Stats Score. Gemini 3.7 Flash is 1.3x cheaper per token.
Google · Meta · Updated for 2026
Which is better?
Gemini 3.7 Flash and Muse Spark 1.2 are closely matched on the overall LLM Stats Score at 48.7 and 39.8.
In the 2 individual benchmarks reported for both models, Gemini 3.7 Flash wins 2; this is a narrower head-to-head signal than the composite indexes.
On price, Gemini 3.7 Flash is roughly 1.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
Muse Spark 1.2 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 3.7 Flash
- you value its reported benchmark strengths — it wins 2 of 2 exact shared results
- cost matters — it's about 1.3x cheaper per token
- you want the most recent training data — it shipped Aug 2026
Choose Muse Spark 1.2
- you process long inputs — it offers a 1,048,576 token context window
At a glance
The differences that matter most.
Individual benchmarks
18 reported for Gemini 3.7 Flash · 3 for Muse Spark 1.2
Gemini 3.7 Flash outperforms in 2 benchmarks (DeepSWE 1.1, Terminal-Bench 2.1), while Muse Spark 1.2 is better at 0 benchmarks.
Gemini 3.7 Flash significantly outperforms across most benchmarks.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, Gemini 3.7 Flash ($0.75/1M tokens) is 1.7x cheaper than Muse Spark 1.2 ($1.25/1M tokens).
For output processing, Gemini 3.7 Flash ($3.75/1M tokens) is 1.1x cheaper than Muse Spark 1.2 ($4.25/1M tokens).
In conclusion, Muse Spark 1.2 is more expensive than Gemini 3.7 Flash.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Muse Spark 1.2 accepts 1,048,576 input tokens compared to Gemini 3.7 Flash's 1,000,000 tokens. Gemini 3.7 Flash can generate longer responses up to 1,000,000 tokens, while Muse Spark 1.2 is limited to 131,072 tokens.
Input capabilities
Documented input modalities across available providers
Both Gemini 3.7 Flash and Muse Spark 1.2 support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
Gemini 3.7 Flash
Muse Spark 1.2
License
Usage and distribution terms
Both models are licensed under proprietary licenses.
Both models have usage restrictions defined by their respective organizations.
Proprietary
Closed source
Proprietary
Closed source
Release Timeline
When each model was launched
Gemini 3.7 Flash was released on 2026-08-13, while Muse Spark 1.2 was released on 2026-08-05.
Gemini 3.7 Flash is 0 month newer than Muse Spark 1.2.
Aug 13, 2026
1 months ago
1w newerAug 5, 2026
1 months ago
Knowledge Cutoff
When training data ends
Gemini 3.7 Flash has a documented knowledge cutoff of 2026-03-31, while Muse Spark 1.2's cutoff date is not specified.
We can confirm Gemini 3.7 Flash's training data extends to 2026-03-31, but cannot make a direct comparison without Muse Spark 1.2's cutoff date.
Mar 2026
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Provider Availability
Gemini 3.7 Flash is available from DeepInfra, Google. Muse Spark 1.2 is available from Meta Model API.
Gemini 3.7 Flash
Muse Spark 1.2
Outputs Comparison
Judge for yourself.
Run your own prompts against Gemini 3.7 Flash and Muse Spark 1.2 side-by-side, then vote on the output you prefer.
FAQ
Common questions about Gemini 3.7 Flash vs Muse Spark 1.2.