SAM 3 & 3D
Segment anything in images and video; reconstruct 3D from a single image.
SAM 3 and 3D are excellent for experimentation and prototyping in segmentation and 3D reconstruction. The free playground offers robust capabilities for researchers and hobbyists, but production use is limited by the absence of an API or local deployment. If you need an API for integration, consider alternatives like Roboflow or AWS Rekognition. For 3D generation, Meshy or NeROIC may be more suitable.
- Computer vision researchers
- Video editors needing object masking
- 3D content creators
- AI practitioners exploring segmentation
- Production deployment without API
- Users needing low-level model access
- Commercial applications without clear licensing
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Skip SAM 3 & 3D if you need an API for production integration, local deployment, or commercial licensing — it's a research playground, not a production service.
SAM 3 & 3D is free to use via the playground, making it ideal for researchers and hobbyists with no budget. For teams needing scalable APIs, paid alternatives like Roboflow (starting at $40/month) or AWS Rekognition (pay-per-use) exist.
In short
SAM 3 & 3D — Segment anything in images and video; reconstruct 3D from a single image. Best for Computer vision researchers, Video editors needing object masking, 3D content creators. Free to use.
Viability Score
How likely is SAM 3 & 3D to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
Last calculated: July 2026
How we score →Key Features
- Segment objects in images using point or box prompts
- Segment and track objects in video with temporal awareness
- Text-prompt segmentation (e.g., 'dog')
- 3D object reconstruction from a single 2D image
- 3D body reconstruction from a single photo
- Automatic mask generation for entire images and video
- Interactive web playground for experimentation
- Zero-shot segmentation without fine-tuning
- Supports various object categories
- Batch processing via web interface
About SAM 3 & 3D
SAM 3 and SAM 3D are Meta's latest models in the Segment Anything series. SAM 3 enables object segmentation and tracking in both images and video using text or visual prompts. SAM 3D reconstructs 3D objects and bodies from a single 2D image. Both are accessible via the free Segment Anything Playground, aimed at researchers, developers, and content creators for computer vision tasks like video editing, object tracking, and 3D asset generation. The models support zero-shot segmentation without fine-tuning and are trained on large-scale datasets.
Behind the Verdict
SAM 3 and 3D are impressive research demos from Meta. SAM 3's video segmentation with temporal tracking is a significant upgrade over the original SAM, while SAM 3D's single-image 3D reconstruction is groundbreaking for quick prototyping. The interactive playground is user-friendly and free, making it a great sandbox for learning. However, the lack of an API, local model downloads, and clear usage limits severely hinder production deployment. For developers needing integration, the inability to run models offline or batch process at scale is a dealbreaker. The models are best suited for academia, rapid prototyping, and hobbyist projects rather than commercial applications.
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Real-world workflow fit
Concrete scenarios for the personas SAM 3 & 3D actually fits — and what changes day-one when you adopt it.
You need to remove a background from a person in a video clip.
Outcome: Upload the video to the playground, prompt with a point on the person, and SAM 3 tracks and masks the person across frames, allowing you to export the mask for compositing.
You want to quickly generate a 3D chair model from a reference photo.
Outcome: Upload the photo to SAM 3D, and within seconds you get a 3D mesh that can be imported into Unity or Blender for further refinement.
You need to segment all objects in a batch of images for a dataset.
Outcome: Use the automatic mask generation feature to produce instance segmentation masks for each image, then download them for training or analysis.
Use Cases
- Extract a person from a video background for editing.
- Reconstruct a 3D chair model from a single product photo.
- Track a specific car across multiple video frames.
- Generate automatic masks for all objects in an image.
- Create 3D avatars from single selfies.
Models Under the Hood
as of 2026-07-06
Limitations
- Currently only available via the Segment Anything Playground with no API or local model downloads provided.
- Video and 3D performance may vary based on object complexity.
- No public information on usage limits or rate limiting yet.
as of 2026-07-06
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published SAM 3 & 3D tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0
Ideal for
Researchers, students, and hobbyists experimenting with segmentation and 3D reconstruction on the playground.
What this tier adds
Free entry point with access to all features — no paid tiers available.
Where the pricing makes sense
The company stage and team size where SAM 3 & 3D's pricing actually pencils out — and where peers do it cheaper.
SAM 3 & 3D is free to use via the playground, making it ideal for researchers and hobbyists with no budget. For teams needing scalable APIs, paid alternatives like Roboflow (starting at $40/month) or AWS Rekognition (pay-per-use) exist.
Setup time & first value
How long it actually takes to get something useful out of SAM 3 & 3D — broken out by persona, not the marketing-page minute.
For researchers and hobbyists: under 5 minutes to start segmenting or reconstructing 3D via the playground. No account required.
Resources & Guides
Official links
Tools that pair well with SAM 3 & 3D
Common stack mates teams adopt alongside SAM 3 & 3D, with the specific reason each pairing earns its keep.
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