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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.
⇄ Comparison dimension — pick the market you're actually shopping in
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JamGPT
✓ verifiedPaid
Streamlines bug reporting with automatic capture; strong adoption.
👁 730K/mo♥ 2.9K
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Codium LTD
✓ verifiedFreemium
AI code review, testing and generation platform (Qodo); notable dev tool.
👁 160K/mo
Pricing
Essential: $29 per seat/mo (billed annually) + $0.99 per Fin resolution
Advanced: $85 per seat/mo (billed annually) + $0.99 per Fin resolution
Expert: $132 per seat/mo (billed annually) + $0.99 per Fin resolution
Fin AI Agent (on existing helpdesk): $0.99 per Fin resolution (50 resolutions per month minimum)
Copilot: $29 per agent/mo (billed annually)
Proactive Support Plus: $99 /mo
Free: $0 per month
Pro: $12 / month
Team: $14 / creator / month*
Enterprise: Custom
Jam for Customer Support: Custom / month
Developer: $0
Teams: $38
Enterprise: $45
Developer: $0 free forever (10 repos)
Basic: $300/mo (100 repos)
Pro: $600/mo (200 repos)
Advanced: $600/mo (500 repos)
Free trial available
Free: $0
Startup: $20
Business: $30
Enterprise: Custom
Core features
- ✦Fin AI Agent for automated customer support
- ✦Omnichannel support (inbox, tickets, phone, help center)
- ✦AI-enhanced inbox for agent productivity
- ✦AI Insights & Reporting for performance optimization
- ✦Workflow automation with a visual builder
- ✦Automatic capture of device and browser information
- ✦Console and network logs recording
- ✦Repro steps recording
- ✦Backend tracing
- ✦AI debugger
- ✦Integration with popular tools like Notion, GitHub, Jira, and Slack
- ✦Video recording and screenshot annotation
- ✦AI-powered code review
- ✦AI-driven code testing
- ✦AI-assisted code generation
- ✦Context-aware code suggestions
- ✦Automated PR descriptions
- ✦Code coverage analysis
- ✦Codebase understanding
- ✦AI AutoTriage (cuts false positives by 85%)
- ✦AI AutoFix (1-click fixes, generates pull requests)
- ✦12-in-1 Security Scanners (SCA, SAST, DAST, CSPM, IaC, Secrets, Container, Malware, etc.)
- ✦Runtime Protection (In-app Firewall / WAF)
- ✦Integrated Code Quality
- ✦Test management for manual and automated testing
- ✦Customizable dashboards and reporting
- ✦Role-based access control
- ✦Integrations with 35+ tools
- ✦AI-powered testing with AIDEN
Use cases
- →Providing instant customer service with Fin AI Agent
- →Managing customer inquiries across multiple channels
- →Automating support workflows to improve efficiency
- →Empowering support agents with AI-powered tools
- →Gaining insights into customer service performance
- →Reporting bugs quickly and efficiently
- →Streamlining communication between QA and development teams
- →Capturing detailed information for debugging
- →Integrating bug reporting into existing workflows
- →Generate meaningful test suites interactively within the IDE
- →Automate code review workflows in pull requests
- →Improve code quality by uncovering bugs and vulnerabilities
- →Simplify code review processes with PR-focused tooling
- →Generate code documentation
- →Automate SOC 2, ISO & more compliance
- →All-in-one vulnerability management
- →Advanced code security
- →Generate SBOMs (1-click SCA reports)
- →End-to-end AppSec (ASPM)
- →End-to-end cloud security (CSPM)
- →Block 0-Day threats
- →Managing manual and automated test cases
- →Generating reports on testing progress and results
- →Collaborating on testing activities with team members
- →Integrating testing with CI/CD pipelines
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