CodeAnt AI vs Octopus
CodeAnt AI
codeant.ai
Octopus
octopus-review.aiSide by side
| Figure | CodeAnt AI | Octopus |
|---|---|---|
| Price from | $20/mo | Free |
| Free plan | Yes | Yes |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 7 | 5 |
| Spec score · Code review software | 9.3 (#1) | 8.6 (#12) |
| Spec score · AI Code Review Tools | 9.3 (#1) | 8.5 (#12) |
| Documentation depth | The documentation index spans setup, configuration, integrations, security and quality features, IDE plugins, CLI commands, MCP, CI/CD, cloud security, and pentesting. | Public documentation covers setup, integrations, pricing, CLI, self-hosting, GitHub Actions, security, privacy, terms, and a dated changelog. |
| Headquarters | LinkedIn lists CodeAnt AI’s headquarters as San Francisco, California. | London, England, United Kingdom |
| Product | CodeAnt describes itself as an autonomous preventive security platform for continuous attack and defense. | Octopus indexes a codebase for context and automatically reviews pull requests, posting severity-rated findings as inline comments. |
| Rating on G2 | 4.9 out of 5 from 5 reviews, according to G2’s Spanish-language product listing. | No rating out of 5 from 0 reviews; G2 says Octopus Code Review has not been reviewed yet. |
| Security controls | The Trust Center lists product, data, network, application, endpoint, and corporate security controls. | Authentication supports GitHub, Google, Microsoft/Entra ID, and magic links, with organization roles, revocable sessions, webhook verification, and audit logs. |
| Support | The documentation page directs users to a help portal and lists [email protected] for reporting issues. | The free cloud tier includes community support, and the maker invites users to report issues and contribute through GitHub. |
| What it does | CodeAnt AI describes itself as an autonomous security platform that combines continuous offensive testing with security and code review across code, cloud, and runtime. | Octopus indexes a complete codebase and automatically reviews pull requests with context-aware, severity-rated inline findings. |
Plans
CodeAnt AI
- 14-day free trialFree
- Blackbox PentestingFree
- Free trialFree
- Code Security$20 a month
- AI Code Review$24 a month
- Attack Surface ManagementPriced on request
- EnterprisePriced on request
Octopus
- Cloud Free TierFree
- Self-HostedFree
- Self-HostedFree
- Cloud Usage-BasedPriced on request
- Cloud Usage-BasedPrice not published
In their own words
CodeAnt AI
CodeAnt AI is a security platform for identifying risks across code, cloud, and runtime. Blackbox pentesting starts with a domain and checks internet exposure without source code or credentials; whitebox testing examines source code and Git history. Coverage also includes DAST and cloud security posture management. Its agents review pull requests and frame security and quality findings in codebase context. CodeAnt connects with GitHub, GitLab, Bitbucket, and Azure DevOps, as well as VS Code, Cursor, Windsurf, IntelliJ, Jira, Azure Boards, Slack, and Microsoft Teams. Supported languages include Python, Java, C, C++, C#, JavaScript, Kotlin, Go, Ruby, and Swift. Deployment options are cloud, self-hosted, and browser extension. The paid offering starts at $20/user/mo, and a 14-day trial is listed at free with no credit card required. There is no general free plan, though a free blackbox offer includes one full AI pentest scan; low and medium findings remain free, while high and critical findings unlock on payment. The platform lists SOC 2 and HIPAA compliance.
Octopus
Octopus indexes a codebase and uses that context to review pull requests automatically. When a pull request opens, it retrieves related indexed code through vector search and sends the changes and context to a configured language model. Findings receive severity ratings and appear as inline comments. The GitHub integration also reviews updates, posts check runs, and can create issues from findings. Octopus supports GitHub, GitLab, Bitbucket, and Forgejo, and includes source-cited codebase chat plus a CLI for reviews, context queries, and repository checks. Teams can use knowledge-base documents to guide reviews, with rules, repositories, and reviewer settings shared across an organization. AI options include providers such as Anthropic Claude, OpenAI, Google, xAI Grok, Alibaba Qwen, Cohere, and OpenRouter. It can be self-hosted with Docker Compose, PostgreSQL, and Qdrant, with optional local models and embeddings through Ollama. The cloud service stores review and indexing data; findings persist through the PR lifetime and 90 days after closure, while indexed embeddings remain as long as a repository is connected. Free self-hosted and cloud tiers are listed. Live team telemetry requires a paid organization.