DeepSource
Depends
Confidence: Medium
Buy if you're a growing engineering team on GitHub that wants code review, quality checks, and security scanning in one tool.
New check
Comparison
DeepSource vs CodeAnt AI
DeepSource and CodeAnt AI both land on Depends.
CodeAnt AI
Depends
Confidence: Medium
Buy for small dev teams wanting cheap AI code review with security teeth . $10-40/dev/month is fair.
| Compare | ||
|---|---|---|
| Verdict | Depends | Depends |
| Best for | Growing teams shipping AI-written code | Teams drowning in PR review |
| Who it's not for | Solo devs . free linters and GitHub Actions suffice | Enterprises needing mature, compliance-ready vendors |
| Privacy | One public incident: 2020 Sawfish phishing compromised employee credentials and a GitHub token; logins were reset.12 | No known public vulnerabilities found in the sources reviewed. |
| Public sentiment | G2, Capterra, and Gartner reviewers are broadly positive with ease of use standing out, while some Reddit threads still steer teams toward SonarQube.⁴ | A small set of verified reviews praise quick, early feedback on code quality and security in PRs.⁴ |
| Biggest gotcha | Committer-based billing: cost tracks active committers, so growing teams pay more³ | Granting agents runtime and infra access is real lock-in; exit path unclear16 |
Pick DeepSource when
- Growing teams shipping AI-written code
- GitHub-based teams consolidating quality tools
- Open-source maintainers (free)
When DeepSource is not a fit
- Solo devs . free linters and GitHub Actions suffice
- Teams already standardized on SonarQube or Semgrep
- Buyers who need vendor support evidence before committing
- Orgs wary of per-committer costs as headcount grows
Pick CodeAnt AI when
- Teams drowning in PR review
- Startups wanting affordable code security
- GitHub-based engineering teams
When CodeAnt AI is not a fit
- Enterprises needing mature, compliance-ready vendors
- Buyers wanting proven offensive pentesting at scale
- Orgs unwilling to grant agents code, infra, and runtime access
- Teams wanting static pricing . exploit-platform pricing is custom
Sources
- DeepSource official sitedeepsource.comofficial
- DeepSource Pricingdeepsource.comofficial
- DeepSource Billing docs (committer-based)docs.deepsource.comofficial
- DeepSource G2 reviewsg2.comreview
- DeepSource Gartner Peer Insightsgartner.comreview
- DeepSource Capterra reviewscapterra.com.sgreview
review
review
- HN: There is an AI code review bubblenews.ycombinator.comnews
- HN Launch: DeepSource (YC W20)news.ycombinator.comnews
- BleepingComputer: DeepSource resets logins after Sawfish phishingbleepingcomputer.comsecurity
- SecurityWeek: Hackers compromised DeepSource GitHub tokensecurityweek.comsecurity
- DeepSource product security pagedeepsource.iosecurity
- DeepSource joins Harnessdeepsource.comnews
- NASA customer case studydeepsource.comofficial
- CodeAnt AI . official sitecodeant.aiofficial