Market report · Aug 2026
AI Code Review
20 vendors tracked and 130 case studies read: what teams report, who signs off, who is winning switches, and where vendors fall short.
For buyers
Buying an AI code review platform?
What teams report
- 50% review time cut
- 32 hrs engineer time saved
- 50% merge cycle cut
Medians across published case studies · Airframe, Aug 2026
Who signs off
- Software Engineering: 58
- Product: 10
- CEO Office: 4
- IT (Corporate Engineering): 4
Of 178 buyers mapped in this market · Airframe, Aug 2026
Ask what matters
- How long do you keep our code and prompts, and does any model provider train on our source code?
- Which languages, frameworks and versions do you review well, and where are the gaps for our stack?
From the market's RFP question bank · Airframe, Aug 2026
For vendors
Who's winning your category?
Documented switches in
- CodeRabbit: 6
- Bito: 4
- cubic (YC X25): 3
- DeepSource Technologies: 1
From 153 customer stories · Airframe, Aug 2026
Find the gaps rivals leave open
- Cli & pre-commit review: 90%
- Dependency & license scanning: 75%
- Pr summaries & descriptions: 30%
Share of vendors offering each · Airframe, Aug 2026
Know why deals are lost
- The buyer wants best-in-class autocomplete instead of review
- The buyer requires a fully on-premises or air-gapped deployment
- The buyer requires certifications that the vendor lacks
Loss reasons across the category · Airframe, Aug 2026