text model comparison
Gemini 3.7 Flash vs Muse Glimmer
Gemini 3.7 Flash and Muse Glimmer are both current text models, from Google and Meta. On Arena Text, Gemini 3.7 Flash scores 1486 Elo and Muse Glimmer 1425 Elo (Arena, measured October 8, 2026). Gemini 3.7 Flash has the larger context window, 1,048,576 vs 131,072 tokens.
Data verified October 13, 2026 · Dataset 2026-10-13
Side by side
Standard-tier prices in effect today. The better value in each row is highlighted.
| Fact | Gemini 3.7 Flash | Muse Glimmer |
|---|---|---|
| Price per 1M input tokens | $0.75 | Not reported |
| Price per 1M output tokens | $3.75 | Not reported |
| Arena Text | 1486 Elo (#10 of 49) (better) | 1425 Elo (#41 of 49) |
| GPQA Diamond | 94.8% (#5 of 40) | Not measured |
| FrontierMath Tiers 1-3 (v2) | 71.6% (#20 of 40) | Not measured |
| SimpleQA Verified | 69.2% (#9 of 36) | Not measured |
| Provider | Meta | |
| Release date | August 13, 2026 | August 10, 2026 |
| Access | API only | open weights |
| Context window | 1,048,576 tokens | 131,072 tokens |
| Max output | 65,536 tokens | Not reported |
| Input | text, image, audio, video | text, image |
| Output | text | text |
When to choose each
Gemini 3.7 Flash
Best for
- Production coding and agent workflows that need multimodal context
Watch out for
- Google publishes the introductory API price through 2026-12-31; standard input and output prices increase on 2027-01-01.
- Not in the pinned LiveBench snapshot; its independent scores here come from Epoch AI's own GPQA Diamond, FrontierMath and SimpleQA Verified runs
Muse Glimmer
Best for
- Local or on-device coding agents on a single GPU
- Fine-tuning an Apache 2.0 multimodal base
Watch out for
- Self-hosted only: Meta does not serve it over its Model API, so there is no first-party per-token price
- Audio is not supported and video is read as individual frames; the default context is 128K tokens
Gemini 3.7 Flash vs Muse Glimmer FAQ
Which scores higher on independent benchmarks, Gemini 3.7 Flash or Muse Glimmer?
Gemini 3.7 Flash leads on Arena Text, 1486 Elo to 1425 Elo. Scores are independent evaluations, not either vendor's launch figures.
Which has the larger context window, Gemini 3.7 Flash or Muse Glimmer?
Gemini 3.7 Flash has the larger context window, 1,048,576 vs 131,072 tokens.
Can I run Gemini 3.7 Flash or Muse Glimmer myself?
Muse Glimmer is released as open weights you can run yourself; Gemini 3.7 Flash is available through its provider's API only.
Related comparisons
Production evaluation
Choosing between Gemini 3.7 Flash and Muse Glimmer?
Public benchmarks narrow the shortlist. We run both on your own tasks, data and cost limits, then build the routing and review controls to run the winner in production.
- A head-to-head evaluation on your real workload
- Routing between models by cost and difficulty