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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JamGPT
✓ verifiedPaid
Streamlines bug reporting with automatic capture; strong adoption.
👁 730K/mo♥ 2.9K
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Windsurf Editor
✓ verifiedFree trial
AI-powered code editor with agentic workflows for developers.
👁 3.3M/mo
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GLM-5.2
✓ verifiedFree
GLM model line assistant for presentations, writing and coding; real LLM product.
👁 8.5M/mo♥ 573
Pricing
Lite: Free
Basic: $5 /mo
Standard: $12 /mo
Plus: $25 /mo
Premium: $50 /mo
Free: $0 per month
Pro: $12 / month
Team: $14 / creator / month*
Enterprise: Custom
Jam for Customer Support: Custom / month
Developer: $0 free forever (10 repos)
Basic: $300/mo (100 repos)
Pro: $600/mo (200 repos)
Advanced: $600/mo (500 repos)
Free trial available
No public pricing
No public pricing
Core features
- ✦No-code survey setup
- ✦On-site, email, and SMS survey options
- ✦Integrated AI insights
- ✦Intuitive dashboard with charts and reporting
- ✦Advanced targeting rules and third-party integrations
- ✦Fully translatable surveys
- ✦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 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
- ✦AI-powered code completion and suggestions
- ✦Automated lint fixing
- ✦Cascade agent for advanced coding assistance
- ✦Integrated app building and deployment
- ✦MCP server support for custom tools
- ✦Terminal command integration
- ✦Memory of codebase structure and workflow
- ✦AI-powered presentation generation (AI Slides)
- ✦Professional writing assistance (AI writer, content generator)
- ✦Code generation and explanation (AI code generator, code agent)
- ✦Information search and deep research
- ✦Brainstorming ideas
- ✦Text summarization
- ✦Overcoming writer's block
- ✦Automating tedious tasks
Use cases
- →Collect zero-party data using post-purchase surveys
- →Run email capture campaigns
- →Create interactive polls and forms
- →Drive change in marketing spend and product line (Ecommerce)
- →Gather feedback for product while rewarding & engaging your users (SaaS)
- →Ask your audience what types of content they want to see (Blogs & Media)
- →Reporting bugs quickly and efficiently
- →Streamlining communication between QA and development teams
- →Capturing detailed information for debugging
- →Integrating bug reporting into existing workflows
- →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
- →Accelerating software development by automating repetitive tasks
- →Reducing onboarding time for new developers
- →Improving code quality and reducing tech debt
- →Streamlining the app building and deployment process
- →Enhancing developer productivity by keeping them in a state of flow
- →Creating stunning presentations for various purposes.
- →Generating professional-grade written content, including research papers and emails.
- →Writing and explaining complex code scripts, such as Python.
- →Conducting deep research and finding information efficiently.
- →Brainstorming new ideas for projects or content.
- →Summarizing long texts quickly.
- →Getting assistance for academic tasks (for students).
- →Developing marketing content and strategies (for marketers).
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