Compare tools
Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
⇄ Comparison dimension — pick the market you're actually shopping in
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Ultralytics
✓ verifiedFreemium
End-to-end computer vision platform for teams annotating data, training YOLO models, and deploying them at scale.
1.1M visits/mo
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Gumloop
✓ verifiedFreemium
No-code platform for building and running AI agents that automate work across data, sales and support tasks.
701K visits/mo
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ComfyOnline
✓ verifiedFreemium
Run ComfyUI workflows online on rented GPUs and deploy them as APIs, paying only for runtime with credit packs or subscriptions.
53K visits/mo
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Pickaxe
✓ verifiedFreemium
No-code platform to build, share and monetize custom AI-powered tools; solid adoption.
57K visits/mo
Pricing
Free: $0/month (100GB storage, 100 models, 3 concurrent trainings)
Pro: $29/seat/month (500GB storage, 500 models, 10 concurrent trainings)
Pro: $37/month (20k+ credits/month, unlimited seats)
Pay-as-you-go: $10 (12,000 credits)
Pay-as-you-go: $50 (60,000 credits)
Personal Unlimited: $17.5/mo (30,000 credits)
Startups Unlimited: $70/mo
Business Unlimited: $700/mo
Free plan: $0/month
Gold plan: $23/month
Pro plan: $77/month
+250 credits/mo: $5
+500 credits/mo: $10
+2500 credits/mo: $50
Basic: USD 69
Premium: USD 99
Business: USD 149
Core features
- ✦Smart data annotation with SAM-powered one-click masks across six task types
- ✦Cloud training with 22+ GPU configurations from RTX 2000 Ada to B200
- ✦Support for YOLOv5 through YOLO26 model families
- ✦One-click deployment across 43 global regions with auto-scaling
- ✦Export to 18 formats including ONNX, TensorRT, and CoreML
- ✦Live training metrics and experiment comparison dashboard
- ✦Visual canvas to orchestrate multi-agent workflows
- ✦Prebuilt specialized agents (data, support, CRM, sales)
- ✦Access to many AI models with no vendor lock-in
- ✦Slack, Teams and email agent interaction
- ✦Recurring/scheduled tasks and triggers
- ✦Enterprise security: RBAC, VPC, audit logs, spend controls
- ✦Online ComfyUI, no local GPU
- ✦Pay only for runtime (serverless)
- ✦One-click API generation
- ✦Auto-scaling on demand
- ✦GPU choices (4090, A100, H100)
- ✦Integrations across video, image, audio, and LLMs
- ✦No-code AI app builder
- ✦Embeddable AI tools
- ✦AI model training
- ✦AI tool sharing and management
- ✦Prompt engineering integration
- ✦AI Studio creation
- ✦AI-powered logo generation
- ✦Customizable logo designs
- ✦Wide range of industries supported
- ✦Multiple virtual designers
- ✦Web-ready, social media, and print-ready files
Use cases
- →Building and training custom object detection or segmentation models
- →Labeling large image/video datasets for computer vision projects
- →Deploying vision models to edge or mobile devices
- →Running quality control or defect detection in manufacturing
- →Powering retail, logistics, or agriculture vision applications
- →Automate data analysis and reporting
- →Triage support tickets and spot patterns
- →Keep a CRM updated and research prospects
- →Deploy AI agents across a team's tools
- →Running ComfyUI without hardware
- →Deploying workflows as AI app APIs
- →AI video/image/audio generation
- →LoRA training and scaling
- →Creating and embedding GPT-4 apps in websites
- →Training AI on specific expertise using documents and data
- →Building AI tools for online courses, online stores, dashboards, and blogs
- →Automating tasks in Google Sheets
- →Coding qualitative data
- →Creating a logo for a new business
- →Redesigning an existing logo
- →Generating logos for various industries
- →Designing logos for social media profiles
- →Creating print-ready logos for business cards and marketing materials
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