Lightly is a comprehensive computer vision suite that helps ML teams build better vision systems, from data curation and model pretraining to AI edge deployment, with tools like LightlyStudio, LightlyTrain, and LightlyEdge.
Best Lightly Alternatives & Competitors 2026
A popular AI Image Recognition tool with 56.7K monthly visits. We've analyzed 13 similar AI tools to help you compare features, popularity, and ratings. Find the perfect alternative for your needs.
Quick Comparison
(Top 5 by Traffic)| Tool | Visits | Top Market | Growth | Rating | Insight | Description |
|---|---|---|---|---|---|---|
 LightlyCurrent | 56.7K | 🇺🇸 United States18.9% | +2.7% | - | 🌱Emerging Tool 10K-100K monthly visits. Niche or new tool with potential unique value. | Lightly is a comprehensive computer vision suite that helps ML teams build better vision systems, from data curation and model pretraining to AI edge deployment, with tools like LightlyStudio, LightlyTrain, and LightlyEdge. |
 Roboflow | 1.4M | 🇺🇸 United States12.7% | -5.9% | - | 📈High Traffic Over 1M monthly visits. Widely recognized and stable choice. | Roboflow is a powerful platform for building and deploying computer vision models, trusted by over 1 million developers and 16,000 organizations worldwide. |
 Ultralytics | 1.2M | 🇨🇳 China26.0% | -1.6% | - | 📈High Traffic Over 1M monthly visits. Widely recognized and stable choice. | Unlock the power of AI with Ultralytics' no-code platform for visual AI solutions. |
 SuperAnnotate | 379.7K | 🇺🇸 United States29.2% | +27.2% | - | 📊Steady Growth Recent growth of 27%. Product is in a healthy upward trend. | SuperAnnotate simplifies AI data workflows with customizable tools, quality control, and seamless integrations—helping teams build better models faster. |
 CVAT | 305.0K | 🇺🇿 Uzbekistan12.1% | -13.1% | - | ⭐Medium Scale 100K-1M monthly visits. Growing tool with active development. | CVAT is a leading image and video data annotation platform, trusted by teams of all sizes, offering advanced features like auto-annotation, comprehensive tools, and cloud storage. |
 Encord | 252.2K | 🇺🇸 United States11.9% | -3.3% | - | ⭐Medium Scale 100K-1M monthly visits. Growing tool with active development. | Encord is a powerful platform for managing, labeling, and evaluating AI data, helping teams build production-ready AI applications faster. |
Data based on traffic metrics from December 2025
Top 13 Alternatives to Lightly
📈High Traffic
Roboflow is a powerful platform for building and deploying computer vision models, trusted by over 1 million developers and 16,000 organizations worldwide.
1.4M
|5.0
⭐Medium Scale
Label Studio is the go-to tool for flexible data labeling, supporting multiple data types and offering ML-assisted features for efficient AI model training.
226.0K
|5.0
🌱Emerging Tool
Datature is the ultimate no-code platform for building and deploying computer vision models, trusted by over 6,000 teams worldwide.
47.1K
|4.0
⭐Medium Scale
Encord is a powerful platform for managing, labeling, and evaluating AI data, helping teams build production-ready AI applications faster.
252.2K
|5.0
⭐Medium Scale
LandingAI transforms computer vision into actionable insights with tools like LandingLens and Agentic Vision APIs, empowering businesses across industries to innovate and grow.
119.5K
|5.0
📈High Traffic
Unlock the power of AI with Ultralytics' no-code platform for visual AI solutions.
1.2M
|5.0
SKY ENGINE AI revolutionizes AI training with synthetic data, cutting costs while boosting accuracy. Perfect for automotive, healthcare, security, and more.
7.8K
|3.0
⭐Medium Scale
CVAT is a leading image and video data annotation platform, trusted by teams of all sizes, offering advanced features like auto-annotation, comprehensive tools, and cloud storage.
305.0K
|5.0
⭐Medium Scale
SuperAnnotate simplifies AI data workflows with customizable tools, quality control, and seamless integrations—helping teams build better models faster.
379.7K
|5.0
🌱Emerging Tool
Robovision’s AI Platform makes industrial automation smarter, faster, and easier—no coding required. Trusted globally for 15+ years.
25.8K
|4.0
🌱Emerging Tool
Intenseye enhances workplace safety with AI-driven hazard detection and compliance tools.
12.9K
|4.0
🌱Emerging Tool
Chooch Vision AI transforms visual data into actionable insights, helping businesses operate with precision and efficiency.
10.9K
|4.0
Assert AI transforms physical operations with real-time AI insights, ensuring quality, safety, and productivity.
3.9K
|3.0