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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.
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Coder
✓ verifiedFreemium
Self-hosted cloud development environments and AI-agent governance, letting enterprises run coding agents on their own infrastructure.
208K visits/mo41 saves
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Lovable
✓ verifiedFreemium
AI app builder that turns chat prompts into working web apps and sites, with credit-based build and deploy.
35M visits/mo69K saves
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Atoms
✓ verifiedFreemium
No-code AI platform using multi-agent 'employees' to research, build, deploy and market full-stack apps from a prompt.
619K visits/mo15K saves
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Cosine
✓ verifiedPaid
Cosine builds Lumen, code-specialist AI models you can deploy where your data lives for secure, sovereign coding.
31K visits/mo
Pricing
Community: $0 (open-source, self-hosted, unlimited workspaces)
Free trial available
No public pricing
Free: $0/mo (15 credits/day)
Pro: from $20/mo (100 credits)
Max: from $100/mo (500 credits)
Starter: $19/mo (4M credits)
Team: $199/mo (47M credits)
Enterprise: $999/mo (240M credits)
Core features
- ✦Self-hosted workspaces with desktop and web IDEs
- ✦Coder Agents run coding agents on isolated infrastructure
- ✦AI Governance gateway for LLM usage control
- ✦SSO (OpenID Connect) and role/group sync
- ✦Audit logging and resource quotas
- ✦Multi-organization access controls
- ✦High availability and workspace proxies
- ✦Chat-to-app and website generation
- ✦Real-time prototype building
- ✦One-click deploy and hosting
- ✦Templates to start projects
- ✦Credit-based building with shared workspaces
- ✦You own your code and data
- ✦Multi-agent AI team (PM, engineer, analyst, etc.)
- ✦Chat-to-build full-stack apps
- ✦Built-in backend: auth, database, Stripe
- ✦SEO and ads agents
- ✦Race Mode across multiple models
- ✦Code export and GitHub sync
- ✦Lumen code-specialist models (Scout, Outpost, Sovereign)
- ✦Deployable on-prem, air-gapped or sovereign
- ✦Coding agent, CLI and cloud surfaces
- ✦Benchmarked on cost-per-successful-task
- ✦Support for niche programming languages
Use cases
- →Standardize developer environments
- →Run AI coding agents securely on-prem
- →Enforce governance and compliance
- →Cut VDI costs
- →Speed up developer onboarding
- →Build web apps without coding
- →Prototype product ideas quickly
- →Create landing pages and sites
- →Ship internal tools
- →Build SaaS and e-commerce apps
- →Launch MVPs in minutes
- →Add payments and user login
- →Drive SEO and ad growth
- →Export code and self-host
- →Automating software development tasks
- →Secure, sovereign or air-gapped AI coding
- →Working with niche programming languages
- →Cybersecurity and red-team code work
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