Gemini 3.8 Flash vs Muse Wonder
Gemini 3.8 Flash and Muse Wonder are closely matched at 49.2 and 47.9 on the LLM Stats Score. Gemini 3.8 Flash is 5.3x cheaper per token.
Google · Meta · Updated for 2026
Which is better?
Gemini 3.8 Flash and Muse Wonder are closely matched on the overall LLM Stats Score at 49.2 and 47.9.
In the 3 individual benchmarks reported for both models, Gemini 3.8 Flash wins 2; this is a narrower head-to-head signal than the composite indexes.
On price, Gemini 3.8 Flash is roughly 5.3x 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 3.8 Flash
- you value its reported benchmark strengths — it wins 2 of 3 exact shared results
- cost matters — it's about 5.3x cheaper per token
Choose Muse Wonder
- you want the most recent training data — it shipped Oct 2026
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
13 reported for Gemini 3.8 Flash · 16 for Muse Wonder
Gemini 3.8 Flash outperforms in 2 benchmarks (GDP.pdf, Vals Finance Agent v2), while Muse Wonder is better at 1 benchmark (DeepSWE 1.1).
Gemini 3.8 Flash shows notably better performance in the majority of benchmarks.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, Gemini 3.8 Flash ($0.75/1M tokens) is 5.3x cheaper than Muse Wonder ($4.00/1M tokens).
For output processing, Gemini 3.8 Flash ($3.75/1M tokens) is 5.3x cheaper than Muse Wonder ($20.00/1M tokens).
In conclusion, Muse Wonder is more expensive than Gemini 3.8 Flash.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Both models have the same input context window of 1,048,576 tokens. Only Gemini 3.8 Flash specifies output context (65,536 tokens).
Input capabilities
Documented input modalities across available providers
Both Gemini 3.8 Flash and Muse Wonder support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
Gemini 3.8 Flash
Muse Wonder
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 3.8 Flash was released on 2026-09-02, while Muse Wonder was released on 2026-10-12.
Muse Wonder is 1 month newer than Gemini 3.8 Flash.
Sep 2, 2026
1 months ago
Oct 12, 2026
2 days ago
1mo newerKnowledge Cutoff
When training data ends
Gemini 3.8 Flash has a documented knowledge cutoff of 2026-03-31, while Muse Wonder's cutoff date is not specified.
We can confirm Gemini 3.8 Flash's training data extends to 2026-03-31, but cannot make a direct comparison without Muse Wonder's cutoff date.
Mar 2026
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Provider Availability
Gemini 3.8 Flash is available from Google. Muse Wonder is available from Meta Model API.
Gemini 3.8 Flash
Muse Wonder
Outputs Comparison
Judge for yourself.
Run your own prompts against Gemini 3.8 Flash and Muse Wonder side-by-side, then vote on the output you prefer.
FAQ
Common questions about Gemini 3.8 Flash vs Muse Wonder.