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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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✓ verifiedFreemium
Open-source AI coding assistant offering autocomplete and chat in IDEs; the company was acquired by Cursor.
775K visits/mo
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Applitools Eyes
✓ verifiedFree trial
AI-powered visual and functional test-automation platform for cross-browser, component, and accessibility testing.
188K visits/mo
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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
No public pricing
Free trial available
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
- ✦Open-source AI code assistant
- ✦Customizable autocomplete
- ✦In-editor AI chat
- ✦Community-built coding agent
- ✦Visual AI UI validation
- ✦Cross-browser and cross-device testing
- ✦Component and accessibility testing
- ✦Codeless recorder and NLP test builder
- ✦Test orchestration and self-healing tests
- ✦Root-cause analysis and automated maintenance
- ✦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
- →Get AI code completions while coding
- →Ask questions about code in the editor
- →Build on an open-source coding-agent foundation
- →Catch visual UI regressions
- →Automate cross-browser testing
- →Scale QA across large test suites
- →Run accessibility checks
- →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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