Amazon Lookout for Vision is an AWS machine learning service designed to detect visual defects in manufacturing using computer vision. The service enables quality assurance teams to identify product anomalies automatically without requiring ML expertise. Note: AWS will discontinue Amazon Lookout for Vision on October 31, 2025. After this date, users cannot access the console or create new models. AWS recommends migrating to Amazon SageMaker or Amazon Bedrock as alternatives. The service trains custom ML models using as few as 30 images, detecting defects like scratches, dents, incorrect colors, and missing components. Models can run in the cloud or at the edge for real-time inspection. Each inference unit supports up to 5 transactions per second for production line integration.

Available on: Web

Louis Corneloup Updated May 26, 2026 · how we evaluate Source aws.amazon.com ↗

Ratings Across the Web

2.6 (400 reviews)

Amazon Lookout holds an aggregate rating of 2.6 out of 5 from 400 reviews across G2 and Trustpilot, last checked September 17, 2026.

G2 69 reviews

4.3/5

Trustpilot 331 reviews

1.4/5

Ratings aggregated from independent review platforms. Learn more

Key Features

Industrial monitoring
Anomaly detection
Equipment health
Predictive maintenance
ML-powered
AWS integration

Pricing Plans

Pricing checked Oct 4, 2026

Amazon Lookout plans and prices, checked October 2026
Plan	Price	Details
Free Tier	$0	Up to 100 metrics free first month No charge for training data
Pay-as-you-go	$0.75/per metric/month	Tiered pricing (volume discounts) 1,000 metrics = $750/month 55,000 metrics = $9,750/month +1 more Show less Additional SNS/Lambda charges separate

Calculate your cost View full pricing

Is Amazon Lookout worth the price?

Weak value

The free tier is generous for initial exploration, but the pay-as-you-go model quickly scales up.

This is best for small-scale anomaly detection or proof-of-concept projects.

Full Amazon Lookout pricing: every plan, hidden costs and alternatives

Reviews

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2.6/5

Across 400 verified user reviews on Trustpilot, G2

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Best Amazon Lookout Alternatives

Top alternatives based on features, pricing, and user needs.

Superb AI Paid

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4.7

Cognex Paid

Machine vision and industrial barcode reading solutions for manufacturing and logistics.

Neurala Paid

Vision AI for manufacturing inspection and robotics

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Still deciding?

Most buyers shortlist 2 or 3 tools before committing. Pull a side-by-side comparison or browse the full alternatives shortlist below.

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Amazon Lookout FAQ

Is Amazon Lookout for Vision being discontinued?

Yes, AWS will discontinue Amazon Lookout for Vision on October 31, 2025. After this date, you cannot access the console or create new models. Existing packaged edge models will continue to work.

What are the alternatives to Lookout for Vision?

AWS recommends Amazon SageMaker (including pre-trained models in SageMaker JumpStart) or Amazon Bedrock as alternatives for computer vision and anomaly detection use cases.

How many images are needed to train a model?

Amazon Lookout for Vision can train models with as few as 30 images. The service uses multiple algorithms in parallel during training to find the best performing model for your use case.

Can Lookout for Vision run at the edge?

Yes, models can be packaged and deployed to edge devices for real-time inspection without sending data to the cloud. Edge models will continue to work after the service discontinuation.

How is pricing calculated?

Pricing has three components: training hours (/hour), cloud inference hours, and edge inference units (monthly per device). You pay only for what you use with no upfront commitment.

Source: aws.amazon.com

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