olegs/ai_tools_analysis
1
0 Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
Files
7d99bdbc91727d480d58a0a22f42b122d25b6b24
ai_tools_analysis/INDEX.md
T
olegs 7d99bdbc91 Refactor evaluations for Equally AI, Testim, and Virtuoso: 
- Removed outdated files and replaced with updated evaluations reflecting current data protection policies and enterprise readiness.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.
2026-02-02 15:08:31 +02:00

132 lines
6.1 KiB
Markdown
Raw Blame History

# AI Tools Enterprise Compatibility Evaluation - Index
**Date:** February 2, 2026
**Status:** ✅ Complete - 21/21 tools fully evaluated
---
## Master Reports (Read These First)
1. **[HACKATHON_TOOLS_REPORT.md](HACKATHON_TOOLS_REPORT.md)**
- **Quick Start Decision Guide for Hackathon Participation**
- Safe vs. Restricted tools for enterprise codebases
- Recommended tool stacks for different project types
2. **[SUMMARY_REPORT.md](SUMMARY_REPORT.md)**
- Comprehensive summary of all 21 tools
- Key recommendations and decision matrix
- Gold Standard tools identified
- Data privacy comparison matrix
3. **[CROSS_REFERENCE_COMPARISON.md](CROSS_REFERENCE_COMPARISON.md)**
- Cross-reference between Claude and ChatGPT evaluations
- Consensus findings and discrepancies
- Priority verification tasks
- Confidence levels by tool
---
## Project Documentation
- **[CLAUDE.md](CLAUDE.md)** - Repository guidance for Claude Code
- **[TASK_Hackathon_tools.md](TASK_Hackathon_tools.md)** - Hackathon specific requirements
- **[TASK.md](TASK.md)** - Original evaluation objectives
- **[README.md](README.md)** - Project overview and status
---
## Individual Tool Evaluations
### Development Tools (6/6) ✅
| Tool | File | Status | Key Finding |
|------|------|--------|-------------|
| **Continue.dev** 🏆 | [evaluation_development_continue.md](evaluation_development_continue.md) | ✅ Complete | GOLD STANDARD - Air-gapped, $0, open source |
| **Claude Code** | [evaluation_development_claude_code.md](evaluation_development_claude_code.md) | ✅ Complete | No training (Team/Enterprise), SOC 2 certified, ZDR option |
| **GitHub Copilot** | [evaluation_development_github_copilot.md](evaluation_development_github_copilot.md) | ✅ Complete | No training (Business/Enterprise), $19-39/month |
| **JetBrains AI** | [evaluation_development_jetbrains_ai.md](evaluation_development_jetbrains_ai.md) | ✅ Complete | On-premises option (Enterprise), $30/month |
| **Google Gemini** | [evaluation_development_google_gemini.md](evaluation_development_google_gemini.md) | ✅ Complete | AI Indemnification, $19-75/month |
| **Google Antigravity** ⚠️ | [evaluation_development_google_antigravity.md](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](evaluation_security_snyk.md) | ✅ Complete | No customer code training, SOC 2 certified |
| **Aikido** ✅ | [evaluation_security_aikido.md](evaluation_security_aikido.md) | ✅ VERIFIED | SOC 2 Type II, ISO 27001, no code storage |
| **Escape** | [evaluation_security_escape.md](evaluation_security_escape.md) | ✅ Complete | DAST approach (lower IP risk) |
| **Vendavo** | [evaluation_security_vendavo.md](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](evaluation_design_uxpilot.md) | ✅ VERIFIED | RECOMMENDED - No training on designs, $19-29/month |
| **Uizard** | [evaluation_design_uizard.md](evaluation_design_uizard.md) | ✅ Complete | Business/Enterprise safe ($39/month+) |
| **Lovable** | [evaluation_design_lovable.md](evaluation_design_lovable.md) | ✅ VERIFIED | Opt-out required on Free/Pro, Business $50/month |
| **Galileo AI** 🚨 | [evaluation_design_galileoai.md](evaluation_design_galileoai.md) | ✅ VERIFIED | RED FLAG: Free/Starter outputs PUBLIC |
| **Maze AI** | [evaluation_design_mazeai.md](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](evaluation_testing_diffblue.md) | ✅ VERIFIED | GOLD STANDARD - On-premises AI, $30/month+ |
| **BrowserStack** 🏆 | [evaluation_testing_browserstack.md](evaluation_testing_browserstack.md) | ✅ VERIFIED | GOLD STANDARD - Immediate data wipeout, ~$299/month |
| **Applitools** | [evaluation_testing_applitools.md](evaluation_testing_applitools.md) | ✅ Complete | No training on screenshots, $699/month+ |
| **Testim** | [evaluation_testing_testim.md](evaluation_testing_testim.md) | ✅ VERIFIED | No training, highly sensitive data, ~$20K/year |
| **Equally AI** | [evaluation_testing_equally_ai.md](evaluation_testing_equally_ai.md) | ✅ Complete | GDPR compliant, accessibility focus |
| **Virtuoso** 🚨 | [evaluation_testing_virtuoso.md](evaluation_testing_virtuoso.md) | ✅ Complete | RED FLAG: Trains by default, needs opt-out |
---
## Quick Reference
### 🏆 Gold Standard Tools (Highest Security)
1. **Continue.dev** - Air-gapped, $0
2. **Claude Code Enterprise** - SOC 2, Zero Data Retention option
3. **Diffblue** - On-premises AI, $30/month+
4. **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
Reference in new issue View Git Blame Copy Permalink