Alternatives to SAM 3 & 3D
28 tools that compete with or replace SAM 3 & 3D. Ranked by direct product-type match — not generic category overlap.
Meta Segment Anything Model 2
Meta's open-source promptable segmentation model for selecting and tracking objects in images and video
Immersity AI
Convert 2D images and video into 3D stereoscopic output — headset-free — on the phone, tablet, or laptop you already own.
QuickMagic
AI motion capture that turns a phone video or text prompt into editable 3D animation data
awen
Awen turns plain conversation into finished images, video, vectors, and 3D — no prompt engineering, no model picking.
Raphael AI
Free unlimited AI image generator with no login — Raphael AI routes your prompt across GPT Image 2.5, Seedream 5.0 Pro and Nano Banana 2.1.
ComfyUI
ComfyUI is an open-source, node-based engine for AI image, video, audio, and 3D generation with inspectable workflows.
ModelsLab
ModelsLab puts image, video, audio, 3D and LLM generation behind one API key, with 225 models to pick from.
Cerul
Cerul is semantic video search: ask in plain words, get the exact timestamped moment with citable evidence.
Weavy
Figma Weave (formerly Weavy) chains image, video and 3D AI models into reusable node-based workflows on one shared canvas.
PoYo.AI
PoYo.AI is the async generation API that puts 131 video, 41 image, 28 chat, and 28 music models behind one endpoint at up to 75% off
Move AI
Markerless motion capture: Genesis turns 6-12 Z Cam video feeds into optical-quality 3D motion data on your own Nvidia GPU.
Wonder Studio
Autodesk's cloud VFX studio that turns live-action footage into editable CG characters, mocap, and USD exports.
mnml AI
mnml AI turns sketches, photos and SketchUp, Revit or Rhino views into photoreal architectural renders.
IMAI Studio
IMAI Studio runs a fashion collection as one AI thread — trend forecast, line plan, tech packs and campaign assets in one workspace.
Cutout Pro
Cutout Pro is a credit-based AI background remover and video generation platform for bulk visual content.
Magnific AI
Magnific is an AI creative suite that generates images, video, audio and 3D from one credit pool and a node-based canvas.
VideoDB
VideoDB turns live and recorded video into queryable, playable context your AI agents can search and edit.
EdgeTrace
On-prem AI video search for public safety — describe a person, vehicle, or behavior and find it across every connected camera.
Reka
Reka builds omni models and edge infrastructure for real-time video reasoning on hardware you already own.
Reka AI
Reka builds omni models plus real-time inference infrastructure for physical AI — video reasoning, world models, and on-device deployment.
Twelve Labs
Twelve Labs video intelligence API indexes, searches, and analyzes video at scale with Marengo and Pegasus models
Clipto
Local-first AI memory platform that makes your video, audio, image and document archives searchable by what's inside them
Phygital+
Phygital+ is a browser AI workspace that chains 30+ image, video, audio and 3D models into reusable node pipelines and 48 templates.
Edit Mind
Orcah Studio is a local-first Mac app that finds any moment in your video library from a plain-English description.
Vyrill
Vyrill is a video commerce platform that turns UGC video reviews into searchable, shoppable, measurable assets for e-commerce brands.
DeepCamera
Open-source AI security agent that answers plain-English questions about what your cameras recorded.
Tongflow
TongFlow is an open-source, multimodal AIGC studio that wires AI models together as modality-transform nodes on an infinite canvas.
Kollab
Kollab is a persistent AI agent workspace where one shared credit pool powers scheduled content, research and publishing across 1,000+ apps.
Frequently asked questions
What are the best alternatives to SAM 3 & 3D?
We currently list 28 alternatives to SAM 3 & 3D: Meta Segment Anything Model 2, Immersity AI, QuickMagic, awen, Raphael AI. Each is ranked by direct product-type match rather than generic category overlap.
How do you choose which SAM 3 & 3D alternatives to show?
Alternatives are ranked by direct product-type match — tools that do the same job — not by shared category tags. Every listed tool is independently re-verified on a continuous cycle.