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Security review that can actually stop a merge
These are good tools with different jobs. CodeRabbit, Greptile and Qodo are general code reviewers; DeepSource is static analysis. Hypervex is security review with codebase context — and it can refuse the merge rather than only comment on it.
| Product | Security-First | Codebase Context | OWASP + CWE Mapping | Confidence Score | Exploit Scenario | The Trace | Regression Tracking | Price |
|---|---|---|---|---|---|---|---|---|
| Hypervex | ✅ security is the review, not a rule pack | ✅ semantic index of your whole repo | ✅ structured fields on every finding | ✅ 0–100, first-class field | ✅ plain-language, per finding | ✅ call-chain verification pass | ✅ flags re-introduced vulnerabilities by PR | Free · $19/mo flat not per-developer |
| CodeRabbit | ⚠️ general reviewer; 40+ linters/SAST bundled | ⚠️ Codegraph; reviews stay diff-centred | ❌ | ❌ | ❌ | ❌ | ❌ | Free · $24+/dev/mo |
| Greptile | ❌ general-purpose code review | ✅ semantic code graph | ❌ | ⚠️ mentioned in investigation output, not a first-class field | ❌ | ⚠️ multi-hop investigation, no verify/dismiss verdict | ❌ | $30/dev/mo 50 reviews/seat, $1 overage |
| Qodo | ⚠️ security agent within a general platform | ✅ Context Engine | ❌ | ❌ | ❌ | ❌ | ❌ | $19/dev/mo free self-hosted PR-Agent |
| DeepSource | ⚠️ security-strong static analysis platform | ⚠️ AST data-flow, not semantic retrieval | ⚠️ OWASP-mapped reports, not per-finding fields | ❌ | ❌ | ❌ | ❌ | $24/user/mo annual ($30 monthly) + usage-based AI credits per 10K LOC |
Based on public documentation and pricing pages as of mid-2026. ⚠️ means the capability exists in a different or weaker form — the notes say how. These tools ship fast; if something here is out of date, tell us at admin@hypervex.ai and we'll fix it.
What about Codex Security, Claude Security and CodeMender?
Fair question, and the honest answer is that they verify exploitability too — Google's CodeMender and OpenAI's Codex Security go further than we do and prove it by building and running an actual exploit in a sandbox. We reason across your call chains; we don't execute anything. Theirs is the higher bar and we're not going to pretend otherwise.
Three frontier labs independently concluding that exploitability verification is the answer to alert fatigue is, frankly, good news for us. It settles an argument we were having alone.
Where we're genuinely different:
- We can block the merge. They surface findings and propose patches. Hypervex posts a check run your branch protection can require, so a confirmed exploitable critical stops the merge instead of joining a queue of comments. That's a control with an audit trail, not an assistant.
- No subscription to anything. No ChatGPT Pro seat, no Claude Code, no enterprise agent platform. A GitHub App, two minutes, done.
- Vendor neutrality. Plenty of teams will not route their entire codebase to a frontier lab — sometimes by policy, sometimes because that lab is a competitor. We're not one of them, and the reasoning model behind Hypervex is ours to change.
- Deterministic scanners underneath. Semgrep, Gitleaks, OSV-Scanner and Trivy run on every review and their output grounds the reasoning. Findings don't rest on a model's recall alone.
If you already pay for one of the labs' tools and it fits how your team works, use it. The teams Hypervex is built for want a gate in front of the merge button, priced per repository rather than per developer, from a vendor that isn't also their model provider.