# Top 10 Galileo Alternatives & Competitors
**Average Rating:** 4.4/5
**Total Number of Reviews:** 18
Explore the best alternatives to Galileo for users who need new software features or want to try different solutions. Other important factors to consider when researching alternatives to Galileo include performance and features. The best overall Galileo alternative is SuperAnnotate. Other similar apps like Galileo are Roboflow, Dataloop, Amazon Augmented AI, and Encord. Galileo alternatives can be found in [Active Learning Tools](https://www.g2.com/categories/active-learning-tools) but may also be in [Data Labeling Software](https://www.g2.com/categories/data-labeling) or [Image Recognition Software](https://www.g2.com/categories/image-recognition).


## Best Paid & Free Alternatives to Galileo
  - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews)
  - [Roboflow](https://www.g2.com/products/roboflow/reviews)
  - [Dataloop](https://www.g2.com/products/dataloop-dataloop/reviews)
  - [Amazon Augmented AI](https://www.g2.com/products/amazon-augmented-ai/reviews)
  - [Encord](https://www.g2.com/products/encord/reviews)
  - [Labelbox](https://www.g2.com/products/labelbox/reviews)
  - [FiftyOne](https://www.g2.com/products/voxel51-fiftyone/reviews)
  - [Deepchecks](https://www.g2.com/products/deepchecks/reviews)
  - [Aquarium](https://www.g2.com/products/aquarium/reviews)
  - [Lightly](https://www.g2.com/products/lightly/reviews)

## Top 10 Alternatives to Galileo Recently Reviewed By G2 Community
Browse options below. Based on reviewer data, you can see how Galileo stacks up to the competition, check reviews from current & previous users in industries like Computer Software, Information Technology and Services, and Market Research, and find the best product for your business.


  ### 1. [SuperAnnotate](https://www.g2.com/products/superannotate/reviews)
By SuperAnnotate
**Average Rating:** 4.8/5
**Total Reviews:** 381
SuperAnnotate is the leading platform for building, fine-tuning, iterating, and managing your AI models faster with the highest-quality training data.


Reviewers say compared to Galileo, SuperAnnotate is:
- Better at support
- Better at meeting requirements
- More usable
Categories in common with Galileo: [Active Learning Tools](https://www.g2.com/categories/active-learning-tools)

**Compare:** [Galileo vs SuperAnnotate](https://www.g2.com/compare/galileo-galileo-vs-superannotate)
**Compare SuperAnnotate with other alternatives:**
- [SuperAnnotate vs Roboflow](https://www.g2.com/compare/roboflow-vs-superannotate)
- [SuperAnnotate vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-superannotate)
- [SuperAnnotate vs Amazon Augmented AI](https://www.g2.com/compare/amazon-augmented-ai-vs-superannotate)
- [SuperAnnotate vs Encord](https://www.g2.com/compare/encord-vs-superannotate)
- [SuperAnnotate vs Labelbox](https://www.g2.com/compare/labelbox-vs-superannotate)
- [SuperAnnotate vs FiftyOne](https://www.g2.com/compare/voxel51-fiftyone-vs-superannotate)
- [SuperAnnotate vs Deepchecks](https://www.g2.com/compare/deepchecks-vs-superannotate)
- [SuperAnnotate vs Aquarium](https://www.g2.com/compare/aquarium-vs-superannotate)
- [SuperAnnotate vs Lightly](https://www.g2.com/compare/lightly-vs-superannotate)

  ### 2. [Roboflow](https://www.g2.com/products/roboflow/reviews)
By Roboflow
**Average Rating:** 4.7/5
**Total Reviews:** 155
Extract, transform, load for computer vision. Your datasets in every format. Balanced, labeled, versioned.


Reviewers say compared to Galileo, Roboflow is:
- Better at meeting requirements
- More usable
- Better at support
Categories in common with Galileo: [Active Learning Tools](https://www.g2.com/categories/active-learning-tools)

**Compare:** [Galileo vs Roboflow](https://www.g2.com/compare/galileo-galileo-vs-roboflow)
**Compare Roboflow with other alternatives:**
- [Roboflow vs SuperAnnotate](https://www.g2.com/compare/roboflow-vs-superannotate)
- [Roboflow vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-roboflow)
- [Roboflow vs Amazon Augmented AI](https://www.g2.com/compare/amazon-augmented-ai-vs-roboflow)
- [Roboflow vs Encord](https://www.g2.com/compare/encord-vs-roboflow)
- [Roboflow vs Labelbox](https://www.g2.com/compare/labelbox-vs-roboflow)
- [Roboflow vs FiftyOne](https://www.g2.com/compare/voxel51-fiftyone-vs-roboflow)
- [Roboflow vs Deepchecks](https://www.g2.com/compare/deepchecks-vs-roboflow)
- [Roboflow vs Aquarium](https://www.g2.com/compare/aquarium-vs-roboflow)
- [Roboflow vs Lightly](https://www.g2.com/compare/lightly-vs-roboflow)

  ### 3. [Dataloop](https://www.g2.com/products/dataloop-dataloop/reviews)
By Dataloop
**Average Rating:** 4.4/5
**Total Reviews:** 89
An end-to-end cloud-based annotation platform, with embedded tools and automations for producing high-quality datasets more efficiently.


Reviewers say compared to Galileo, Dataloop is:
- Better at support
- Better at meeting requirements
- More usable
Categories in common with Galileo: [Active Learning Tools](https://www.g2.com/categories/active-learning-tools)

**Compare:** [Galileo vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-galileo-galileo)
**Compare Dataloop with other alternatives:**
- [Dataloop vs SuperAnnotate](https://www.g2.com/compare/dataloop-dataloop-vs-superannotate)
- [Dataloop vs Roboflow](https://www.g2.com/compare/dataloop-dataloop-vs-roboflow)
- [Dataloop vs Amazon Augmented AI](https://www.g2.com/compare/amazon-augmented-ai-vs-dataloop-dataloop)
- [Dataloop vs Encord](https://www.g2.com/compare/dataloop-dataloop-vs-encord)
- [Dataloop vs Labelbox](https://www.g2.com/compare/dataloop-dataloop-vs-labelbox)
- [Dataloop vs FiftyOne](https://www.g2.com/compare/dataloop-dataloop-vs-voxel51-fiftyone)
- [Dataloop vs Deepchecks](https://www.g2.com/compare/dataloop-dataloop-vs-deepchecks)
- [Dataloop vs Aquarium](https://www.g2.com/compare/aquarium-vs-dataloop-dataloop)
- [Dataloop vs Lightly](https://www.g2.com/compare/dataloop-dataloop-vs-lightly)

  ### 4. [Amazon Augmented AI](https://www.g2.com/products/amazon-augmented-ai/reviews)
By Amazon Web Services (AWS)
**Average Rating:** 4.5/5
**Total Reviews:** 67
Amazon Augmented AI (Amazon A2I) is a fully managed service that simplifies the integration of human reviews into machine learning (ML) workflows, ensuring high accuracy in ML predictions. By providing pre-built workflows and customizable options, Amazon A2I enables developers to incorporate human judgment into their ML applications without the need to build and manage complex human review systems. Key Features and Functionality: - Pre-Built Workflows: Amazon A2I offers ready-to-use workflows for common ML use cases, such as content moderation with Amazon Rekognition and text extraction with Amazon Textract. - Customizable Workflows: Developers can create custom workflows tailored to their specific needs, integrating human reviews into any ML application, including those built with Amazon SageMaker. - Flexible Workforce Options: Users can choose from a variety of human reviewers, including their own private workforce, a workforce of over 500,000 independent contractors via Amazon Mechanical Turk, or pre-screened vendors experienced in human review tasks. - Confidence Thresholds and Sampling: Amazon A2I allows setting confidence thresholds to route low-confidence predictions for human review or implementing random sampling to audit predictions, ensuring a balance between accuracy and cost-effectiveness. Primary Value and Problem Solved: Amazon A2I addresses the challenge of ensuring high accuracy in ML predictions by seamlessly incorporating human judgment into automated workflows. This integration is particularly valuable in scenarios where ML models may struggle with low-confidence predictions or require human oversight for sensitive data. By reducing the complexity and cost associated with building human review systems, Amazon A2I enables organizations to deploy ML solutions more confidently and efficiently, ensuring that critical decisions are informed by both machine intelligence and human expertise.


Reviewers say compared to Galileo, Amazon Augmented AI is:
- Better at support
- Better at meeting requirements
- More usable
Categories in common with Galileo: [Active Learning Tools](https://www.g2.com/categories/active-learning-tools)

**Compare:** [Galileo vs Amazon Augmented AI](https://www.g2.com/compare/amazon-augmented-ai-vs-galileo-galileo)
**Compare Amazon Augmented AI with other alternatives:**
- [Amazon Augmented AI vs SuperAnnotate](https://www.g2.com/compare/amazon-augmented-ai-vs-superannotate)
- [Amazon Augmented AI vs Roboflow](https://www.g2.com/compare/amazon-augmented-ai-vs-roboflow)
- [Amazon Augmented AI vs Dataloop](https://www.g2.com/compare/amazon-augmented-ai-vs-dataloop-dataloop)
- [Amazon Augmented AI vs Encord](https://www.g2.com/compare/amazon-augmented-ai-vs-encord)
- [Amazon Augmented AI vs Labelbox](https://www.g2.com/compare/amazon-augmented-ai-vs-labelbox)
- [Amazon Augmented AI vs FiftyOne](https://www.g2.com/compare/amazon-augmented-ai-vs-voxel51-fiftyone)
- [Amazon Augmented AI vs Deepchecks](https://www.g2.com/compare/amazon-augmented-ai-vs-deepchecks)
- [Amazon Augmented AI vs Aquarium](https://www.g2.com/compare/amazon-augmented-ai-vs-aquarium)
- [Amazon Augmented AI vs Lightly](https://www.g2.com/compare/amazon-augmented-ai-vs-lightly)

  ### 5. [Encord](https://www.g2.com/products/encord/reviews)
By Encord
**Average Rating:** 4.8/5
**Total Reviews:** 65
Machine learning and data operations teams of all sizes use Encord's collaborative applications, automation features, and APIs to annotate, manage, and evaluate their datasets for computer vision.


Reviewers say compared to Galileo, Encord is:
- Better at support
- Better at meeting requirements
- More usable
Categories in common with Galileo: [Active Learning Tools](https://www.g2.com/categories/active-learning-tools)

**Compare:** [Galileo vs Encord](https://www.g2.com/compare/encord-vs-galileo-galileo)
**Compare Encord with other alternatives:**
- [Encord vs SuperAnnotate](https://www.g2.com/compare/encord-vs-superannotate)
- [Encord vs Roboflow](https://www.g2.com/compare/encord-vs-roboflow)
- [Encord vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-encord)
- [Encord vs Amazon Augmented AI](https://www.g2.com/compare/amazon-augmented-ai-vs-encord)
- [Encord vs Labelbox](https://www.g2.com/compare/encord-vs-labelbox)
- [Encord vs FiftyOne](https://www.g2.com/compare/encord-vs-voxel51-fiftyone)
- [Encord vs Deepchecks](https://www.g2.com/compare/deepchecks-vs-encord)
- [Encord vs Aquarium](https://www.g2.com/compare/aquarium-vs-encord)
- [Encord vs Lightly](https://www.g2.com/compare/encord-vs-lightly)

  ### 6. [Labelbox](https://www.g2.com/products/labelbox/reviews)
By Labelbox
**Average Rating:** 4.5/5
**Total Reviews:** 48
A complete training data platform for AI.


Reviewers say compared to Galileo, Labelbox is:
- Better at support
- Better at meeting requirements
- More usable
Categories in common with Galileo: [Active Learning Tools](https://www.g2.com/categories/active-learning-tools)

**Compare:** [Galileo vs Labelbox](https://www.g2.com/compare/galileo-galileo-vs-labelbox)
**Compare Labelbox with other alternatives:**
- [Labelbox vs SuperAnnotate](https://www.g2.com/compare/labelbox-vs-superannotate)
- [Labelbox vs Roboflow](https://www.g2.com/compare/labelbox-vs-roboflow)
- [Labelbox vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-labelbox)
- [Labelbox vs Amazon Augmented AI](https://www.g2.com/compare/amazon-augmented-ai-vs-labelbox)
- [Labelbox vs Encord](https://www.g2.com/compare/encord-vs-labelbox)
- [Labelbox vs FiftyOne](https://www.g2.com/compare/voxel51-fiftyone-vs-labelbox)
- [Labelbox vs Deepchecks](https://www.g2.com/compare/deepchecks-vs-labelbox)
- [Labelbox vs Aquarium](https://www.g2.com/compare/aquarium-vs-labelbox)
- [Labelbox vs Lightly](https://www.g2.com/compare/labelbox-vs-lightly)

  ### 7. [FiftyOne](https://www.g2.com/products/voxel51-fiftyone/reviews)
By Voxel51
**Average Rating:** 4.5/5
**Total Reviews:** 25
Make visual AI a reality. Build production-ready visual AI faster and more easily with FiftyOne from Voxel51. By simplifying and automating how you explore, visualize and curate visual data, Voxel51 lets you test and refine your models alongside exactly the datasets they need to ensure robust, accurate results. Better data =\> better models =\> the fastest path to success with visual AI.


Reviewers say compared to Galileo, FiftyOne is:
- Better at meeting requirements
- Better at support
- More usable
Categories in common with Galileo: [Active Learning Tools](https://www.g2.com/categories/active-learning-tools)

**Compare:** [Galileo vs FiftyOne](https://www.g2.com/compare/voxel51-fiftyone-vs-galileo-galileo)
**Compare FiftyOne with other alternatives:**
- [FiftyOne vs SuperAnnotate](https://www.g2.com/compare/voxel51-fiftyone-vs-superannotate)
- [FiftyOne vs Roboflow](https://www.g2.com/compare/voxel51-fiftyone-vs-roboflow)
- [FiftyOne vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-voxel51-fiftyone)
- [FiftyOne vs Amazon Augmented AI](https://www.g2.com/compare/amazon-augmented-ai-vs-voxel51-fiftyone)
- [FiftyOne vs Encord](https://www.g2.com/compare/encord-vs-voxel51-fiftyone)
- [FiftyOne vs Labelbox](https://www.g2.com/compare/voxel51-fiftyone-vs-labelbox)
- [FiftyOne vs Deepchecks](https://www.g2.com/compare/deepchecks-vs-voxel51-fiftyone)
- [FiftyOne vs Aquarium](https://www.g2.com/compare/aquarium-vs-voxel51-fiftyone)
- [FiftyOne vs Lightly](https://www.g2.com/compare/voxel51-fiftyone-vs-lightly)

  ### 8. [Deepchecks](https://www.g2.com/products/deepchecks/reviews)
By Deepchecks
**Average Rating:** 4.4/5
**Total Reviews:** 22
Iterate Quickly While Maintaining Control. Release high-quality LLM apps quickly without compromising on testing. Never be held back by the complex and subjective nature of LLM interactions.


Reviewers say compared to Galileo, Deepchecks is:
- Better at meeting requirements
- Better at support
- More usable
Categories in common with Galileo: [Active Learning Tools](https://www.g2.com/categories/active-learning-tools)

**Compare:** [Galileo vs Deepchecks](https://www.g2.com/compare/deepchecks-vs-galileo-galileo)
**Compare Deepchecks with other alternatives:**
- [Deepchecks vs SuperAnnotate](https://www.g2.com/compare/deepchecks-vs-superannotate)
- [Deepchecks vs Roboflow](https://www.g2.com/compare/deepchecks-vs-roboflow)
- [Deepchecks vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-deepchecks)
- [Deepchecks vs Amazon Augmented AI](https://www.g2.com/compare/amazon-augmented-ai-vs-deepchecks)
- [Deepchecks vs Encord](https://www.g2.com/compare/deepchecks-vs-encord)
- [Deepchecks vs Labelbox](https://www.g2.com/compare/deepchecks-vs-labelbox)
- [Deepchecks vs FiftyOne](https://www.g2.com/compare/deepchecks-vs-voxel51-fiftyone)
- [Deepchecks vs Aquarium](https://www.g2.com/compare/aquarium-vs-deepchecks)
- [Deepchecks vs Lightly](https://www.g2.com/compare/deepchecks-vs-lightly)

  ### 9. [Aquarium](https://www.g2.com/products/aquarium/reviews)
By Aquarium
**Average Rating:** 4.6/5
**Total Reviews:** 14
The Platform For ML Data Curation - Aquarium's embedding technology surfaces the biggest problems in your model performance and finds the right data to solve them.


Reviewers say compared to Galileo, Aquarium is:
- Better at support
- Better at meeting requirements
- More usable
Categories in common with Galileo: [Active Learning Tools](https://www.g2.com/categories/active-learning-tools)

**Compare:** [Galileo vs Aquarium](https://www.g2.com/compare/aquarium-vs-galileo-galileo)
**Compare Aquarium with other alternatives:**
- [Aquarium vs SuperAnnotate](https://www.g2.com/compare/aquarium-vs-superannotate)
- [Aquarium vs Roboflow](https://www.g2.com/compare/aquarium-vs-roboflow)
- [Aquarium vs Dataloop](https://www.g2.com/compare/aquarium-vs-dataloop-dataloop)
- [Aquarium vs Amazon Augmented AI](https://www.g2.com/compare/amazon-augmented-ai-vs-aquarium)
- [Aquarium vs Encord](https://www.g2.com/compare/aquarium-vs-encord)
- [Aquarium vs Labelbox](https://www.g2.com/compare/aquarium-vs-labelbox)
- [Aquarium vs FiftyOne](https://www.g2.com/compare/aquarium-vs-voxel51-fiftyone)
- [Aquarium vs Deepchecks](https://www.g2.com/compare/aquarium-vs-deepchecks)
- [Aquarium vs Lightly](https://www.g2.com/compare/aquarium-vs-lightly)

  ### 10. [Lightly](https://www.g2.com/products/lightly/reviews)
By Lightly
**Average Rating:** 4.4/5
**Total Reviews:** 14
Lightly helps machine learning teams to build better models through better data. It helps to curate unlabelled data to improve its quality for model training. Analyze the quality and diversity of your datasets. Better understand your data with Lightly's holistic views from the big picture down to the smallest nuances of your data. Uncover class distributions, dataset gaps, and representation biases before labeling to save time and money. Intelligently select the best samples for model training through advanced filtering and active-learning algorithms. Balance your class distributions, remove redundancies and dataset bias. Label only the best data for model training until you reach your target accuracy. Manage your dataset. Apply automated labeling. Track different versions, and once your dataset is ready, simply share with labeling with the click of a button.


Reviewers say compared to Galileo, Lightly is:
- More usable
- Better at support
- Better at meeting requirements
Categories in common with Galileo: [Active Learning Tools](https://www.g2.com/categories/active-learning-tools)

**Compare:** [Galileo vs Lightly](https://www.g2.com/compare/galileo-galileo-vs-lightly)
**Compare Lightly with other alternatives:**
- [Lightly vs SuperAnnotate](https://www.g2.com/compare/lightly-vs-superannotate)
- [Lightly vs Roboflow](https://www.g2.com/compare/lightly-vs-roboflow)
- [Lightly vs Dataloop](https://www.g2.com/compare/dataloop-dataloop-vs-lightly)
- [Lightly vs Amazon Augmented AI](https://www.g2.com/compare/amazon-augmented-ai-vs-lightly)
- [Lightly vs Encord](https://www.g2.com/compare/encord-vs-lightly)
- [Lightly vs Labelbox](https://www.g2.com/compare/labelbox-vs-lightly)
- [Lightly vs FiftyOne](https://www.g2.com/compare/voxel51-fiftyone-vs-lightly)
- [Lightly vs Deepchecks](https://www.g2.com/compare/deepchecks-vs-lightly)
- [Lightly vs Aquarium](https://www.g2.com/compare/aquarium-vs-lightly)


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