Comparison

Amazon Rekognition vs Google MediaPipe

No leader: the top candidate Google MediaPipe has only 0.21 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Amazon Rekognition27
Google MediaPipe64
Score
Vioscale score
Amazon Rekognition27 / 100low · 22%
Google MediaPipe64 / 100low · 21%
Pricing
Free tier
Amazon Rekognition
Google MediaPipe
Model
Amazon Rekognition
Google MediaPipeopen_source
Price level
Amazon Rekognition
Google MediaPipefree
Transparent
Amazon Rekognition
Google MediaPipe
Security
Fedramp
Amazon Rekognition
Google MediaPipe
Gdpr
Amazon Rekognition
Google MediaPipe
Hipaa
Amazon Rekognition
Google MediaPipe
Pci
Amazon Rekognition
Google MediaPipe
Scorecard
Amazon Rekognition
Google MediaPipe5.8
Adoption
Dependent repos
Amazon Rekognition
Google MediaPipe2,464
Github stars
Amazon Rekognition
Google MediaPipe36,730
Activity
Commits last 30d
Amazon Rekognition
Google MediaPipe85
Release
Cadence days
Amazon Rekognition
Google MediaPipe50
History
Amazon Rekognition
Google MediaPipe20 items
License
Spdx
Amazon Rekognition
Google MediaPipeApache-2.0
Language
Primary
Amazon Rekognition
Google MediaPipeC++
Market
Availability
Google MediaPipe

Capabilities

Feature-by-feature on the axes that matter for computer vision apis. “-” means undocumented, not absent.

Capabilities
Custom model training
Amazon Rekognition-
Google MediaPipe-
Face recognition
Amazon Rekognition-
Google MediaPipe-
OCR text extraction
Amazon Rekognition-
Google MediaPipe-
Content moderation
Amazon Rekognition-
Google MediaPipe-
Video support
Amazon Rekognition-
Google MediaPipe-
Edge on device support
Amazon Rekognition-
Google MediaPipe-
Open source
Amazon Rekognition-
Google MediaPipe-
Commercial license required for saas
Amazon Rekognition-
Google MediaPipe-
SOC2
Amazon Rekognition-
Google MediaPipe-

What each one is

The product in its own terms, so the numbers below have context.

Amazon Rekognition

Managed computer vision service that detects and analyzes visual elements in images and video streams using pre-built or custom machine learning models, enabling tasks like content moderation, face recognition, and text extraction without requiring machine learning expertise.

Independently observed

Google MediaPipe

MediaPipe is a cross-platform development framework providing ready-to-use libraries and models for integrating computer vision and machine learning tasks into applications. It enables on-device processing for privacy and supports customization across Android, iOS, web, Python, desktop, and IoT platforms.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Amazon Rekognition

Pricing not documented yet.

Google MediaPipe

Open sourceFree tier
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Amazon Rekognition
Google MediaPipe
iOS
Amazon Rekognition
Google MediaPipe
Android
Amazon Rekognition
Google MediaPipe
Linux
Amazon Rekognition
Google MediaPipe
CLI
Amazon Rekognition
Google MediaPipe
Deployment
Cloud / SaaS
Amazon Rekognition
Google MediaPipe
Self-hosted
Amazon Rekognition
Google MediaPipe
On-premise
Amazon Rekognition
Google MediaPipe

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.