LiveReview

Risk-Aware AI Code Review

LiveReview vs. Other AI Code Reviewers

Compare LiveReview with

Sort by

Capability	AI code reviewers			Code generation & quality
	LiveReview	CodeRabbit	Greptile	SonarQube	Claude Code	GitHub Copilot	Cursor Bugbot


Auto-approves safe PRs	Yes	Yes	Partial	No	No	Partial	No
Risk score or ranking per PR	Yes	Yes	Yes	No	Partial	Partial	No
Learns from production incidents and reverts	Yes	No	No	No	No	No	No
Try a policy on past PRs first	Yes	No	No	No	No	No	No
Per-repository or per-path approval rules	Yes	Yes	Yes	Partial	No	Partial	No
Force-approve with a recorded reason	Yes	Partial	No	No	No	No	No
Approval decision explained on the PR	Yes	No	Partial	Partial	No	Partial	No
Approval calibration report	Yes	No	No	No	No	No	No
Shows production impact in numbers	Yes	No	No	No	No	No	No

Blast radius of each change	Yes	Yes	Partial	Partial	Partial	Partial	No
Architecture diagrams	No	Yes	Yes	No	No	No	No
Cross-repository context	No	Yes	Yes	No	No	No	No
Risk taxonomy on every finding	Yes	Partial	Partial	Yes	Partial	No	No
Explains large diffs	Partial	Yes	Yes	No	Partial	Partial	Partial

Semantic LLM review	Yes	Yes	Yes	Partial	Yes	Yes	Yes
Review depth levels	Yes	Yes	Yes	No	Yes	Yes	No
Adaptive Reviews (leader + helper models to cut AI cost)	Yes	No	No	No	No	No	No
Verification pass to drop false positives	No	Yes	No	No	Yes	No	No
Bring your own AI key or model (OpenAI, Anthropic, DeepSeek, OpenRouter, local models, etc.)	Yes	No	Partial	No	No	No	No
Managed AI model, no key needed	Yes	Yes	Yes	Yes	Yes	Yes	Yes
Local models (Ollama)	Yes	No	No	No	No	No	No
Custom review instructions	Yes	Yes	Yes	Partial	Yes	Yes	Yes
Learns from team feedback	Yes	Yes	Yes	No	No	Partial	Yes
Deterministic rules on code	Partial	Yes	No	Yes	No	Partial	No
Ignore files or paths	Yes	Yes	Yes	Yes	No	Partial	No

Security findings in review	Yes	Yes	Yes	Yes	Yes	Yes	Yes
SAST, secrets, dependency and IaC scanning	Coming soon	Yes	No	Yes	No	Partial	No
Whole-codebase security scan	No	Yes	No	Yes	No	No	No
Compliance reports (OWASP, CWE, NIST)	No	No	No	Yes	No	No	No
Prompt-injection guardrails	Yes	No	No	No	No	No	No

Suggested fixes you can apply	Partial	Yes	Yes	Yes	No	Yes	Yes
Fix agent commits fixes or opens a PR	Partial	Yes	Partial	Yes	No	Yes	Yes
Unit test generation	No	Yes	No	No	No	No	No
Runs the app to test affected flows	No	No	Yes	No	No	No	No
Docstrings and finishing touches	No	Yes	No	No	No	No	No
Pre-merge checks and merge gates	Yes	Yes	No	Yes	No	No	Partial
Post-merge actions	No	Yes	No	No	No	No	No

PR summaries	Yes	Yes	Yes	No	Yes	Yes	Yes
Summary deck	Yes	No	No	No	No	No	No
Issue navigator	Yes	No	Partial	No	No	No	No
PR quizzes (Cognitive Coverage)	Yes	No	No	No	No	No	No
Discuss findings with the AI in the PR thread	Yes	Yes	Yes	No	Partial	No	No

Ask for any chart or report (Livi)	Yes	Partial	Partial	Partial	No	No	No
Pre-built analytics dashboards	Yes	Yes	Yes	Yes	Partial	No	Yes
Scheduled reports	No	Yes	No	Partial	No	No	No
Per-review cost and token accounting	Yes	No	Partial	No	Yes	Partial	No
PR triage queue	No	Yes	No	No	No	No	No
Automatic reviewer assignment	Yes	Yes	No	No	No	No	No

Review before you commit	Yes	Yes	Partial	Yes	Yes	Yes	No
Automatically on every PR	Yes	Yes	Yes	Yes	Yes	Yes	Yes
Start a review from a link in the PR	Yes	No	Partial	No	No	No	No
Scheduled reviews	Yes	Yes	No	No	No	No	No
Review from Slack, Teams or Discord	Yes	Partial	No	No	Partial	No	No
Review from AI agents via MCP	Yes	Yes	Partial	Yes	Yes	Partial	No
IDE extension	Yes	Yes	Partial	Yes	Partial	Yes	Partial
CLI	Yes	Yes	Yes	Yes	Yes	Yes	No
Run in your own CI	Yes	No	No	Yes	Yes	Partial	No
Commit attestation in git log	Yes	No	No	No	No	No	No

GitHub	Yes	Yes	Yes	Yes	Yes	Yes	Yes
GitLab	Yes	Yes	Yes	Yes	Partial	No	Yes
Bitbucket	Yes	Yes	Yes	Yes	No	No	Yes
Gitea	Yes	No	Partial	No	No	No	No
Azure DevOps	Yes	Yes	No	Yes	No	Partial	Yes
One-click GitHub App	Yes	Yes	Yes	Yes	Yes	Yes	Yes

Free tier with reviews	Yes	Partial	Partial	Yes	Partial	No	No
Predictable pricing	Yes	No	No	Yes	No	No	No
Unlimited users	Yes	No	Yes	No	No	No	No
Spend caps	Yes	Yes	Partial	No	Yes	Yes	No

Source-available	Yes	No	No	Partial	No	No	No
Self-host	Yes	Partial	Partial	Yes	No	No	No
SSO	Yes	Yes	Yes	Yes	Yes	Yes	Yes
SCIM user provisioning and deprovisioning	Yes	Yes	No	Yes	No	Partial	Partial
Roles and permissions	Yes	Yes	Yes	Yes	Yes	Yes	No
Audit logs	Yes	Yes	Yes	No	No	Yes	No
Multiple organizations	Yes	Yes	No	Yes	No	Yes	No
API access	Yes	Yes	Yes	Yes	No	Yes	Yes
SOC 2	No	Yes	Yes	Yes	Yes	Yes	Yes
Published SBOM and security scans	Yes	No	No	No	No	No	No

Jira and Linear	No	Yes	Yes	No	No	No	No
Incident and support triage agent	No	Yes	No	No	No	No	No
Free 14-day transformation program	Yes	No	No	No	No	No	No

YesPartialNoComing soonHover a cell for detailsFrom each product's public docs, October 2026. No means not offered or not documented.

Detailed comparisons