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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

Weights & Biases logo
Weights & Biases
✓ verifiedFreemium

Weights & Biases is a widely used MLOps platform for experiment tracking, model management and evaluating AI applications.

2.5M visits/mo
Latitude logo
Latitude
✓ verifiedFreemium

Open-source AI-agent observability platform for tracing sessions, clustering failures and running evals on live traffic.

57K visits/mo
Cutout Pro logo
Cutout Pro
✓ verifiedFreemium

All-in-one AI suite for photo editing, background removal, upscaling, and image/video generation, aimed at e-commerce and creators.

9.9M visits/mo
MiriCanvas logo
MiriCanvas
✓ verifiedFreemium

Online design tool with templates and AI features for presentations, videos, social posts and thumbnails.

9.8M visits/mo3.9K saves
Weavy logo
Weavy
✓ verifiedFreemium

Node-based AI creative platform combining many image and video models with professional editing tools for design teams.

1.6M visits/mo
Pricing

No public pricing

No public pricing

No public pricing

No public pricing

Free: $0/mo (150 credits, about 375 images)
Starter: $9.50/mo billed annually (1,500 credits/mo)
Professional: $18/mo billed annually (4,000 credits/mo)
Team: $60/mo per user (4,500 credits/user/mo)
Core features
  • Experiment tracking and visualization for ML training runs
  • Model and artifact versioning and management
  • Hyperparameter optimization tooling
  • Collaborative dashboards and reports for ML teams
  • LLM application tracing and evaluation tooling
  • Agent trace capture and conversation intelligence
  • Semantic and exact-text search across all traces
  • Automatic issue discovery with Slack/email/webhook alerts
  • OpenTelemetry-compatible SDK with no lock-in
  • Automated evals and golden dataset generation
  • Failure-mode clustering and MCP server integration
  • Automatic background removal for photos and video
  • AI photo enhancement and upscaling
  • Face cutout and portrait/headshot generation
  • Text-to-image and image-to-video model access
  • E-commerce tools: product staging, virtual try-on, posters
  • Developer API plus desktop, mobile, and Shopify apps
  • 530K+ design templates
  • AI presentation builder
  • AI image generation and redesign
  • Video creation from text or images
  • Background removal
  • Large photo and graphic library
  • Node-based workflow canvas linking multiple AI models
  • Access to numerous image/video generation models
  • Professional editing tools like inpainting, outpainting, relighting, upscaling
  • Layer-based compositing
  • Converts workflows into simplified team tools
  • Commercial licensing included on paid plans
Use cases
  • ML engineers tracking and comparing training experiments
  • Research teams versioning datasets and model checkpoints
  • Teams building and evaluating LLM-powered applications
  • Organizations collaborating on machine learning projects
  • Monitoring AI agents in production
  • Debugging and triaging agent failures
  • Building regression evals from real traffic
  • Getting alerted on new or escalating issues
  • Prep product photos for online stores
  • Batch-remove backgrounds from images or clips
  • Generate marketing posters and social visuals
  • Create professional headshots from selfies
  • Design presentations quickly
  • Create social media graphics and thumbnails
  • Generate marketing visuals with AI
  • Make short videos from templates
  • Creative teams prototyping multi-model image campaigns
  • Agencies building reusable AI generation workflows
  • Individual designers combining several AI models in one project
  • Studios needing automated product relighting or retouching
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