Greptile vs Hostile Review
An honest comparison. AI code review with full codebase understanding meets adversarial AI auditing with 100+ hostile agents.
Greptile is an AI code review tool that builds a graph of your entire codebase to provide context-aware PR reviews. It learns from your team's review comments, enforces custom rules in plain English, and generates PR summaries with diagrams. $25M Series A, used by Brex, Substack, Scale AI.
Hostile Review is an adversarial code audit — 100+ specialized AI agents that assume your code is broken and prove where. Not a PR reviewer — a full-codebase adversarial audit across 14 categories.
| Greptile | Hostile Review | |
|---|---|---|
| Approach | AI PR review with codebase graph | Adversarial multi-agent AI audit |
| AI Agents | 1 (with full codebase context) | 100+ specialized across 14 categories |
| When It Runs | Every PR, automatically | On-demand scans |
| What It Reviews | PR diff with full codebase context | Full codebase or selected files |
| Custom Rules | ✓ Plain English or markdown | Agent selection per category |
| Learns From Team | ✓ Reads engineer comments + reactions | Consensus across agents |
| Pricing | $30/developer/month | Pay per scan, no seats |
| Free Tier | ✓ Open source + pre-Series A startups | ✓ Demo scans (20 files) |
| Git Integration | GitHub, GitLab | GitHub repos, zip upload, paste |
| Self-Hosting | ✓ AWS deployment | Cloud SaaS + MCP server |
- Codebase graph — builds a detailed map of how everything connects, enabling context-aware review that understands impact across the entire project
- Learns from your team — reads every engineer's PR comments and tracks reactions to infer team standards. Gets smarter over time
- Custom rules in English — describe your coding standards in plain language or point to a markdown doc. No YAML, no regex
- PR summaries with diagrams — auto-generated change summaries with mermaid diagrams, file breakdowns, and confidence scores
- Speed impact — claims median time to merge dropped from 20 hours to 1.8 hours for their customers
- Self-hostable — deploy in your own AWS environment with custom LLM providers for data sovereignty
- Strong backing — $25M Series A from Benchmark at $180M valuation. Y Combinator alumni
- 100+ agents vs 1 — each agent attacks from a different angle across 14 categories, then findings are deduplicated and consensus-ranked
- Full codebase audit, not just PRs — reviews everything, not just what changed. Catches issues in code that wasn't modified but interacts with what was
- 14 review categories — security, performance, architecture, compliance (GDPR/HIPAA/PCI), AI security, accessibility, i18n, cloud infrastructure
- Adversarial mindset — agents assume hostile intent. They're not reviewing code — they're attacking it
- Cross-file attack chains — finds vulnerabilities that span multiple files where the issue isn't in any single file or PR diff
- No per-seat pricing — a solo developer and a 200-person team pay the same rate per scan
- Compliance-grade depth — dedicated agents for GDPR, HIPAA, PCI-DSS, SOX, and SOC2
Greptile reviews your changes. Every PR gets smart, context-aware feedback that understands your codebase's architecture. It's the best version of "does this PR look good?" — fast, always-on, learns your team's preferences.
Hostile Review attacks your codebase. 100+ agents don't care what changed in the last PR. They scan everything, assume it's broken, and prove where. Security, compliance, performance, architecture — the full adversarial audit.
One makes your PRs better. The other makes sure your codebase survives.
Greptile
Free: Open source projects + pre-Series A startups
Pro: $30/developer/month
Enterprise: Self-hosted + custom
Per-seat model. A 20-developer team pays $600/mo. Generous startup discounts. Continuous PR review included at all tiers.
Hostile Review
Free: Demo scans (20 files, no account needed)
Credits: Pay per scan, 5 quality tiers
Subscribers: 50% off all scans
Pay-per-scan model. No seats, no contracts. You choose agents, tiers, and files — cost shown live before you scan.