moholoVolumetric codec
Patent-pending codec family

The world's best volumetric video codec.

One quality setting, like JPEG. Pick a quality and Moholo's codec delivers it, from a stream a phone can pull over a weak network to as many bits as you want to spend. There is no upper limit. Drag the slider: this 10-second performance starts at Quality 100%, 42× smaller than the uncompressed source.

Quality 10%462× smaller than the source
File, 10 s
0.81 MB
Bitrate
0.65 Mbit/s
Gaussians
50,000
vs source
25.5 dB
Quality 25%234× smaller than the source
File, 10 s
1.60 MB
Bitrate
1.28 Mbit/s
Gaussians
100,000
vs source
27.9 dB
Quality 40%158× smaller than the source
File, 10 s
2.37 MB
Bitrate
1.90 Mbit/s
Gaussians
150,000
vs source
29.2 dB
Quality 55%119× smaller than the source
File, 10 s
3.15 MB
Bitrate
2.52 Mbit/s
Gaussians
200,000
vs source
30.1 dB
Quality 70%82× smaller than the source
File, 10 s
4.54 MB
Bitrate
3.63 Mbit/s
Gaussians
300,000
vs source
31.1 dB
Quality 85%62× smaller than the source
File, 10 s
6.08 MB
Bitrate
4.86 Mbit/s
Gaussians
400,000
vs source
31.6 dB
Quality 100%42× smaller than the source
File, 10 s
8.81 MB
Bitrate
7.05 Mbit/s
Gaussians
581,315
vs source
31.9 dB
Sourceuncompressed
File, 10 s
374 MB
Bitrate
300 Mbit/s
Gaussians
581,315
vs source
reference
Smaller fileHigher quality

Drag the slider, tap a level, or use the arrow keys. Every level is the same capture encoded with one setting changed. dB is PSNR against the uncompressed source on the performer only (background excluded), over 375 views from 5 cameras held out of training.

462×smaller

than the 374 MB uncompressed source: 10 seconds of a volumetric performer in 0.81 MB, at 0.65 Mbit/s.

4.8×fewer bits

than Gracia, visually indistinguishable on every view.

118×fewer bits

than 4DGCPro at the same quality on the standard N3DV benchmark.

Nativeeverywhere

Web, iOS, Android, Windows, Quest, Vision Pro and Unity.

Against established codecs

Fewer bits than anything on the market.

For the same picture, the leading commercial volumetric stream needs 4.8 times the bits, and the best published streaming codecs need 100 times or more.

Bits needed for the same picture, relative to Moholo

Moholo = 1×. 3DGStream runs off the scale.

0×50×100×150×

Gracia: 84.0 Mbit/s against Moholo's 17.4 Mbit/s, visually indistinguishable on every view. Research codecs: published figures on the Neural 3D Video benchmark (4DGCPro paper, Table 1); Moholo 1.23 Mbit/s at 31.6 dB on the same scenes and camera.

Bring your volumetric content.

License the codec, or send us a capture and we'll compress it for you to evaluate. Static, dynamic, tracked or untracked.