vlm.fyi by Ambient Get the data
Providers

Modal (mxfp4) via OpenRouter

2 models measured.

How Modal (mxfp4) 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 Modal (mxfp4) 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.

Kimi K3against its 11 other providers

Overall score?623rd of 12 scored · 6 limitsbest 67 · Modal
Images724best ≥ 1,024 · Modal
768×432 frames≥ 384best, tied
Inline body≥ 32 MBbest, tied
Images by URL≥ 128 MBbest, tied
Video fileNo videobest ≥ 512 MB · Decart (mxfp4) via OpenRouter
Video tok/minNobest 7,886 · Moonshot AI

Kimi K3.1 Proagainst its 10 other providers

Overall score?623rd of 11 scored · 6 limitsbest 67 · Fireworks
Images724best 999 · Together AI
768×432 frames≥ 384best, tied
Inline body≥ 32 MBbest, tied
Images by URL≥ 128 MBbest, tied
Video fileNo videobest ≥ 512 MB · Together AI
Video tok/minNobest 324,240 · Fireworks

Kimi K3

moonshotai/kimi-k3
Images
724 “This endpoint's maximum context length is 1048576 tokens. However, you requested about 1049347 tokens (1706 of text input, 1047625 of image input, 16 in the output). Please reduce the length of either one, or use the context-compression plugin to compress your prompt automatically.”
768×432 frames
≥ 384
Tokens / frame
457
Inline body
≥ 32 MB
Images by URL
≥ 128 MB
Video file
No video “OpenRouter had no endpoint to route this to (removed by its Input Video Support filter).”
Video tok/min
No “OpenRouter had no endpoint to route this to (removed by its Input Video Support filter).”
Frames/min
—
Video input
No
Tool messages
Lenient
Extra fields
All accepted

Measured 2026-11-04

Kimi K3.1 Pro

moonshotai/kimi-k3.1-pro
Images
724 “This endpoint's maximum context length is 1048576 tokens. However, you requested about 1049347 tokens (1706 of text input, 1047625 of image input, 16 in the output). Please reduce the length of either one, or use the context-compression plugin to compress your prompt automatically.”
768×432 frames
≥ 384
Tokens / frame
457
Inline body
≥ 32 MB
Images by URL
≥ 128 MB
Video file
No video “OpenRouter had no endpoint to route this to (removed by its Input Video Support filter).”
Video tok/min
No “OpenRouter had no endpoint to route this to (removed by its Input Video Support filter).”
Frames/min
—
Video input
No
Tool messages
Lenient
Extra fields
All accepted

Measured 2026-11-08