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- Removed outdated files and replaced with updated evaluations reflecting current data protection policies and enterprise readiness. - Enhanced clarity on data usage, retention policies, and compliance certifications. - Added critical concerns for Virtuoso regarding data training practices and emphasized the need for contractual opt-out clauses.
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6.1 KiB
AI Tools Enterprise Compatibility Evaluation - Index
Date: February 2, 2026 Status: ✅ Complete - 21/21 tools fully evaluated
Master Reports (Read These First)
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- Quick Start Decision Guide for Hackathon Participation
- Safe vs. Restricted tools for enterprise codebases
- Recommended tool stacks for different project types
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- Comprehensive summary of all 21 tools
- Key recommendations and decision matrix
- Gold Standard tools identified
- Data privacy comparison matrix
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- Cross-reference between Claude and ChatGPT evaluations
- Consensus findings and discrepancies
- Priority verification tasks
- Confidence levels by tool
Project Documentation
- CLAUDE.md - Repository guidance for Claude Code
- TASK_Hackathon_tools.md - Hackathon specific requirements
- TASK.md - Original evaluation objectives
- README.md - Project overview and status
Individual Tool Evaluations
Development Tools (6/6) ✅
| Tool | File | Status | Key Finding |
|---|---|---|---|
| Continue.dev 🏆 | evaluation_development_continue.md | ✅ Complete | GOLD STANDARD - Air-gapped, $0, open source |
| Claude Code | evaluation_development_claude_code.md | ✅ Complete | No training (Team/Enterprise), SOC 2 certified, ZDR option |
| GitHub Copilot | evaluation_development_github_copilot.md | ✅ Complete | No training (Business/Enterprise), $19-39/month |
| JetBrains AI | evaluation_development_jetbrains_ai.md | ✅ Complete | On-premises option (Enterprise), $30/month |
| Google Gemini | evaluation_development_google_gemini.md | ✅ Complete | AI Indemnification, $19-75/month |
| Google Antigravity ⚠️ | evaluation_development_google_antigravity.md | ✅ Complete | PREVIEW - No SOC 2 yet, wait for GA for enterprise |
Security Tools (4/4) ✅
| Tool | File | Status | Key Finding |
|---|---|---|---|
| Snyk | evaluation_security_snyk.md | ✅ Complete | No customer code training, SOC 2 certified |
| Aikido ✅ | evaluation_security_aikido.md | ✅ VERIFIED | SOC 2 Type II, ISO 27001, no code storage |
| Escape | evaluation_security_escape.md | ✅ Complete | DAST approach (lower IP risk) |
| Vendavo | evaluation_security_vendavo.md | ✅ Complete | Different domain (business pricing, not code) |
Design Tools (5/5) ✅
| Tool | File | Status | Key Finding |
|---|---|---|---|
| UX Pilot 🏆 | evaluation_design_uxpilot.md | ✅ VERIFIED | RECOMMENDED - No training on designs, $19-29/month |
| Uizard | evaluation_design_uizard.md | ✅ Complete | Business/Enterprise safe ($39/month+) |
| Lovable | evaluation_design_lovable.md | ✅ VERIFIED | Opt-out required on Free/Pro, Business $50/month |
| Galileo AI 🚨 | evaluation_design_galileoai.md | ✅ VERIFIED | RED FLAG: Free/Starter outputs PUBLIC |
| Maze AI | evaluation_design_mazeai.md | ✅ Complete | No training (OpenAI/Anthropic APIs), $99/month |
Testing Tools (6/6) ✅
| Tool | File | Status | Key Finding |
|---|---|---|---|
| Diffblue 🏆 | evaluation_testing_diffblue.md | ✅ VERIFIED | GOLD STANDARD - On-premises AI, $30/month+ |
| BrowserStack 🏆 | evaluation_testing_browserstack.md | ✅ VERIFIED | GOLD STANDARD - Immediate data wipeout, ~$299/month |
| Applitools | evaluation_testing_applitools.md | ✅ Complete | No training on screenshots, $699/month+ |
| Testim | evaluation_testing_testim.md | ✅ VERIFIED | No training, highly sensitive data, ~$20K/year |
| Equally AI | evaluation_testing_equally_ai.md | ✅ Complete | GDPR compliant, accessibility focus |
| Virtuoso 🚨 | evaluation_testing_virtuoso.md | ✅ Complete | RED FLAG: Trains by default, needs opt-out |
Quick Reference
🏆 Gold Standard Tools (Highest Security)
- Continue.dev - Air-gapped, $0
- Claude Code Enterprise - SOC 2, Zero Data Retention option
- Diffblue - On-premises AI, $30/month+
- BrowserStack - Immediate wipeout, ~$299/month
✅ Approved for Immediate Use (Free Tier)
- Continue.dev Solo ($0)
- Google Gemini Free (180K completions/month)
- UX Pilot (Free trial)
- Diffblue Community (25 methods/month)
- Snyk Free (Limited)
🚨 Critical Alerts
- Galileo AI Free/Starter: Outputs are PUBLIC
- Virtuoso QA: Uses data for training by default
- Design tool free tiers: May train on designs
- Google Antigravity: Public Preview - no compliance certs, avoid for enterprise
✅ Independently Verified Tools (8)
- UX Pilot, Lovable, Galileo AI, Diffblue, BrowserStack, Testim, Aikido
File Naming Convention
All evaluation files follow: evaluation_[category]_[tool].md
Categories
Development (6): Code assistants and AI-powered IDEs Security (4): Security scanning, pentesting, vulnerability detection Design (5): UI/UX design tools with AI capabilities Testing (6): Automated testing, visual testing, accessibility testing
Total Files: 21 tool evaluations + 4 master reports + 2 supporting files = 27 documents Evaluation Complete: February 2, 2026