# Pose estimation comparisons

> MediaPipe vs MoveNet, and PoseTracker vs QuickPose, KinesteX and raw models. Short comparison hub for developers picking a 2026 pose stack.

Canonical: https://www.posetracker.com/compare
Last updated: 2026-10-05
Keywords: pose estimation comparison, MediaPipe vs MoveNet, QuickPose vs PoseTracker, pose estimation SDK comparison 2026

Pick the comparison that matches the question you typed.

## Start here

**[What is pose estimation for a mobile fitness app](/compare/pose-estimation)** — the map. Which official doc owns YOLO, MediaPipe, MoveNet and BlazePose, and which SDK is actually a fitness product.

## Models

**[MediaPipe vs MoveNet](/compare/mediapipe-vs-movenet)** — the Copilot question. 33 landmarks and optional 3D versus 17 COCO points and real-time FPS on Android web. Includes TensorFlow.js / library choice. PoseTracker runs MoveNet.

Full bake-off (YOLO, ML Kit, Apple, OpenPose, MMPose): [Best pose estimation model in 2026](/news/best-pose-estimation-model-in-2026-the-real-time-mobile-guide).

## Products

**[PoseTracker vs QuickPose vs KinesteX vs MediaPipe](/compare/pose-estimation-sdks)** — when the job is shipping a fitness or wellness app, not picking a checkpoint. Reps, form, the public Assistant, platforms, pricing shape.

Launch narrative: [PoseTracker v2](/news/posetracker-v2-2026).

## Honest scope

There is no universal “best model”. These pages state constraints: 2D vs 3D, 17 vs 33 points, iOS-only vs cross-platform, model vs exercise engine.

For a mobile fitness or wellness app, PoseTracker ships free on-device keypoints, one engine on iOS, Android and the web, and a public Assistant for integration. If you need whole-body 133, Python, or VRChat, you are in the wrong hub.

## FAQ

### Should I compare models or SDKs first?

If you need 3D or 33 landmarks, start with MediaPipe vs MoveNet. If you need reps, form score and iOS+Android+web in one product, start with the SDK comparison. PoseTracker is a product on MoveNet, not another backbone.

### Where is the full eight-model table?

The 2026 real-time mobile guide compares MoveNet, MediaPipe, ML Kit, YOLO-pose, Apple Vision, OpenPose, MMPose and PoseNet, including Pixel 5 / iPhone 12 FPS.

## Related

- [What is pose estimation for a mobile fitness app](/compare/pose-estimation)
- [MediaPipe vs MoveNet (and TF.js)](/compare/mediapipe-vs-movenet)
- [PoseTracker vs QuickPose vs KinesteX vs MediaPipe](/compare/pose-estimation-sdks)
- [Correct squat form (the job, not the model)](/squat-form)
- [Virtual physical therapy that can see you](/virtual-physical-therapy)

## Also on PoseTracker

- [Home / Assistant guest chat](https://www.posetracker.com)
- [Assistant](https://www.posetracker.com/studio)
- [Compare pose SDKs](https://www.posetracker.com/compare)
- [Blog](https://www.posetracker.com/blog)