--- title: We analyzed 10,643 AI code reviews. | daily.dev description: An analysis of 10,643 AI-powered pull request reviews run through Kilo's platform between June 22 and July 23, 2026 reveals that open-weight models took two of... canonical: https://daily.dev/posts/we-analyzed-10-643-ai-code-reviews--p9xcxvoet twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: We analyzed 10,643 AI code reviews. | daily.dev og:description: An analysis of 10,643 AI-powered pull request reviews run through Kilo's platform between June 22 and July 23, 2026 reveals that open-weight models took two of... og:url: https://daily.dev/posts/we-analyzed-10-643-ai-code-reviews--p9xcxvoet og:image: https://api.daily.dev/og/posts/P9xcXVOet.png og:image:alt: We analyzed 10,643 AI code reviews. og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # We analyzed 10,643 AI code reviews. **[Kilo Blog](https://daily.dev/sources/kilo-ai-blog)** · 6 min read · 1 upvotes · 0 comments ## Summary An analysis of 10,643 AI-powered pull request reviews run through Kilo's platform between June 22 and July 23, 2026 reveals that open-weight models took two of the top three spots for surfacing critical findings, with Kimi K2.7 Code leading at 0.179 critical findings per review. Open-weight models accounted for 75% of tokens at roughly 16x lower cost per token than closed models. The security gap between open and closed models largely disappeared when a single outlier (GPT 5.6 Sol) was removed. Key takeaways: license category is a weak predictor of model behavior, using separate models for authoring and reviewing reduces blind spots, and 32.3% of reviews already used a different model than the one that wrote the code. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [How Many Spoons Does Your AI Coding Tool Cost?](https://daily.dev/posts/how-many-spoons-does-your-ai-coding-tool-cost--9tixdpv0g) · Kilo Blog · 0 upvotes · 0 comments --- Tags: [#open-source](https://daily.dev/tags/open-source), [#llm](https://daily.dev/tags/llm), [#ai-coding](https://daily.dev/tags/ai-coding) [View this post on daily.dev](https://daily.dev/posts/we-analyzed-10-643-ai-code-reviews--p9xcxvoet) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"We analyzed 10,643 AI code reviews.","url":"https://daily.dev/posts/we-analyzed-10-643-ai-code-reviews--p9xcxvoet","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/we-analyzed-10-643-ai-code-reviews--p9xcxvoet"},"datePublished":"2026-08-03T14:21:08.420Z","dateModified":"2026-08-03T18:18:18.445Z","description":"An analysis of 10,643 AI-powered pull request reviews run through Kilo's platform between June 22 and July 23, 2026 reveals that open-weight models took two of...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/7add0d50fc8babe3ecdfc7df6dd73de5?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/7add0d50fc8babe3ecdfc7df6dd73de5?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Kilo Blog","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Kilo Blog","logo":"https://media.daily.dev/image/upload/s--x3pmrf8D--/f_auto,q_auto/v1774964071/logos/kilo-ai-blog?_a=BAMAMiWQ0","url":"https://daily.dev/sources/kilo-ai-blog"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/we-analyzed-10-643-ai-code-reviews--p9xcxvoet","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"open-source,llm,ai-coding","timeRequired":"PT6M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Kilo Blog","item":"https://daily.dev/sources/kilo-ai-blog"},{"@type":"ListItem","position":3,"name":"We analyzed 10,643 AI code reviews."}]} ```