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Best Review & security tools
Compare the best tools in the Review & security category: public pricing, use cases, integrations, privacy, agent depth and alternatives.
Best Review & security tools
This category groups AI developer tools for Review & security with public pricing, models, integrations, governance and use cases.
Observed top pick : Promptfoo — An open-source LLM testing and red-teaming toolkit for catching quality and security regressions.
| Tool | Price | Best for | Governance | Rating |
|---|---|---|---|---|
| Promptfoo An open-source LLM testing and red-teaming toolkit for catching quality and security regressions. |
Open source / enterprise | Automated LLM evals, red teaming, security testing and CI/CD checks | Open-source local evals and on-prem enterprise deployment for controlled infrastructure | 4.4/5 |
| CodeRabbit A focused PR review layer when code review quality matters more than autocomplete. |
$0 free PR summaries | AI pull request review and summaries | Repo permissions, team controls, usage-based add-ons | 4.3/5 |
| BrowserStack A cross-browser and real-device testing platform with AI across low-code automation and test lifecycle workflows. |
Free start · from $12.50/mo | AI-assisted browser, mobile and low-code test automation at scale | Team and enterprise security, private devices, access controls and audit options | 4.3/5 |
| GitGuardian A secrets and non-human identity security platform with AI-agent skills for secure development workflows. |
Free plan available | Secrets detection, NHI governance and AI agent secret-safety workflows | SaaS or self-hosted deployment, endpoint controls and enterprise governance | 4.3/5 |
| Graphite A full PR review workflow with AI reviews, stacked diffs and merge automation. |
$0 Hobby · $20/user/mo Starter | AI code review, stacked PRs and merge queue | Team, enterprise, SAML, audit log and private upload controls | 4.2/5 |
| Qodo A workflow-oriented code quality platform for reviews, tests and governance. |
Free tier · contact sales | AI tests, code review and PR automation | Enterprise controls, governance and code context management | 4.2/5 |
| Bito A review and architecture layer for teams that need cross-repo context and governed AI feedback. |
$12/seat/mo Team annual | AI Architect and code reviews grounded in system context | No code storage or training, self-host/on-prem options, SOC 2 | 4.2/5 |
| Semgrep A security-first scanner with AI-assisted detection, triage and remediation for AI-generated code risk. |
$30/contributor/mo Code | AI-assisted SAST, triage and remediation for AppSec teams | SSO, enterprise controls, policy workflows and CI/CD enforcement | 4.2/5 |
| Diffblue Cover An autonomous testing agent that generates compiling, passing unit tests and charges for verified coverage added. |
$1,500 / 5,000 verified coverage lines | Autonomous AI unit test generation for Java teams | Enterprise unit-testing workflows and coverage-based commercial terms | 4.2/5 |
| mabl An agentic testing platform for creating, maintaining and running end-to-end coverage as AI coding accelerates. |
Custom quote | Agentic testing for AI-generated code and release confidence | Enterprise platform controls and organization-specific pricing | 4.2/5 |
| Katalon A broad AI software-quality platform for planning, authoring, executing and analyzing tests. |
$700/seat/year True Platform | AI quality platform for web, mobile, API and desktop testing | Enterprise controls, test management and deployment governance | 4.2/5 |
| Applitools A visual AI testing platform for detecting meaningful UI regressions across browsers and devices. |
Free trial | Visual AI regression testing and UI validation | Enterprise plans, visual checkpoints and team governance | 4.2/5 |
| Checkmarx One Assist An agentic AppSec assistant that orchestrates scanning engines and proposes context-aware fixes in developer workflows. |
Custom enterprise pricing | Agentic AppSec scanning, policy context and validated fixes | Enterprise controls, policy context, org deployment and large-portfolio governance | 4.2/5 |
| Aikido Security A unified developer-first security platform with AI-generated fixes across code, dependencies and infrastructure. |
Free plan available | Developer-first AppSec with AI AutoFix and flat pricing | On-prem scanning, CI/CD security and platform controls by plan | 4.2/5 |
| testRigor A generative-AI test automation platform where teams write and maintain tests in plain English. |
$0 OSS start | Plain-English functional tests maintained by generative AI | Enterprise SSO and organization controls on paid deployments | 4.2/5 |
| QA Wolf An AI testing platform plus managed QA service for mapping, automating and maintaining E2E coverage. |
Free trial | Teams that want AI E2E coverage with managed triage and maintenance | Vendor-managed QA service with enterprise/customer agreements | 4.2/5 |
| KaneAI TestMu AI's GenAI-native testing agent for creating, running and maintaining E2E tests from natural language. |
$0 tier | Natural-language AI testing across web, mobile, API and accessibility flows | Enterprise TestMu AI controls, execution minutes, team seats and compliance options | 4.2/5 |
| Greptile A specialist AI reviewer for teams willing to pay per developer plus extra PR review volume. |
$30/seat/mo | Context-aware AI code review at PR scale | Team and enterprise controls by contract | 4.1/5 |
| Snyk Code / DeepCode AI A security-first complement to coding agents when SAST and remediation are the priority. |
$0 Developer | Security-focused AI code analysis | Security platform controls and enterprise governance | 4.1/5 |
| CodeAnt AI A security-heavy AI review platform when teams want SAST, quality and pentesting in the same workflow. |
14-day free trial | AI code review, SAST and agentic pentesting in one platform | Enterprise, self-hosting and data-control options | 4.1/5 |
| DeepSource A hybrid static-analysis and AI review platform for teams shipping more AI-generated PRs. |
$24/user/mo Team annual | AI code review with static analysis and Autofix | Team and enterprise governance, OIDC and repository controls | 4.1/5 |
| Sourcery A developer-friendly AI reviewer for PR feedback, security scans, change summaries and diagrams. |
$0 OSS · $12/seat/mo Pro annual | AI PR reviews, security scans and repo analytics | BYO LLM on Team, self-hosting option on Enterprise | 4.1/5 |
| CodeScene A technical-debt and code-health platform for keeping AI-generated changes inside quality gates. |
€18/active author/mo Standard annual | Code health, technical debt and AI-coding quality gates | Cloud or self-managed on-prem deployment | 4.1/5 |
| Keploy An open-source testing platform that turns real API traffic into replayable tests and mocks for CI. |
Open source · try cloud free | AI API, integration and regression tests from real traffic | Open-source local option plus cloud demo and enterprise paths | 4.1/5 |
Frequently asked questions
What is the best Review & security tool?
Promptfoo leads this category, but the best choice depends on budget, privacy, integrations and expected agent depth.
How should Review & security tools be compared?
Compare real monthly cost, usage limits, official sources, governance, setup speed and a test on a real ticket.
Should teams pick the highest rated tool?
Not automatically. Rating helps prioritize a shortlist, but team context, data boundaries and daily workflow should decide.