Alternatives to Meta Segment Anything Model 2
12 tools that compete with or replace Meta Segment Anything Model 2. Ranked by direct product-type match — not generic category overlap.
SAM 3 & 3D
SAM 3 segments every matching object in images and video from a text or visual prompt — free to try in the Segment Anything Playground.
Cerul
Cerul is semantic video search: ask in plain words, get the exact timestamped moment with citable evidence.
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
DeepCamera
Open-source AI security agent that answers plain-English questions about what your cameras recorded.
Clipto
Local-first AI memory platform that makes your video, audio, image and document archives searchable by what's inside them
VideoDB
VideoDB turns live and recorded video into queryable, playable context your AI agents can search and edit.
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.
EdgeTrace
On-prem AI video search for public safety — describe a person, vehicle, or behavior and find it across every connected camera.
Wonder Studio
Autodesk's cloud VFX studio that turns live-action footage into editable CG characters, mocap, and USD exports.
Frequently asked questions
What are the best alternatives to Meta Segment Anything Model 2?
We currently list 12 alternatives to Meta Segment Anything Model 2: SAM 3 & 3D, Cerul, Reka, Reka AI, Twelve Labs. Each is ranked by direct product-type match rather than generic category overlap.
How do you choose which Meta Segment Anything Model 2 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.