vlm.fyi by Ambient Get the data
Providers

Baseten (fp4) via OpenRouter

1 model measured.

How Baseten (fp4) via OpenRouter compares with other providers

Each dot is one or more of the model's other providers on that limit; the highlighted dot is Baseten (fp4) via OpenRouter. The overall score ranks a model's providers: each limit as a percentage of the best provider's, averaged over the limits measured. 100 means it matches the best provider on every limit.

Muse Spark (open)against its 5 other providers

Overall score?436th of 6 scored · 6 limitsbest 100 · Together AI
Images8best ≥ 1,024 · Together AI
768×432 frames8best 128 · Together AI
Inline body≥ 32 MBbest, tied
Images by URL80 MB (10 MB/image)best ≥ 128 MB · Nebius (fp4) via OpenRouter
Video file192 MBbest 256 MB · Nebius (fp4) via OpenRouter
Video tok/min1,824best 15,601 · Together AI

Muse Spark (open)

meta/muse-spark-open
Images
8 “Too many images: 9 (max 8)”
768×432 frames
8 “Too many images: 9 (max 8)”
Tokens / frame
427
Inline body
≥ 32 MB
Images by URL
80 MB (10 MB/image) “Media could not be processed (413): Image too large: 10.1 MB (limit 10 MB)”
Video file
192 MB “Media could not be processed (413): Video too large: 200.1 MB (limit 200 MB)”
Video tok/min
1,824
Frames/min
24 ⁎
Video input
Yes
Tool messages
Lenient
Extra fields
Rejects response_format

Measured 2026-11-04