SperidLabs Idol turns images into 3D

Idol makes single-image 3D generation substantially more accessible, but its unseen geometry remains generative rather than faithfully reconstructed.

• –Consumer-GPU memory requirements make local experimentation and ComfyUI integration plausible.
• –Adjustable Gaussian counts offer a practical quality-versus-size tradeoff for interactive assets.
• –Standard `.ply` output fits existing Gaussian-splat viewers and creative workflows.
• –Apache 2.0 enables commercial use, though gated DINOv3 and FLUX.2 dependencies complicate the “fully open” claim.
• –Comparisons with TripoSplat, TRELLIS, and LGM are promising but currently rely on SperidLabs’ own benchmarks.