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Google updates Android Bench with new LLMs, but Gemini still lags behind

Ryan Whitwam
Jul 8, 2026 at 16:39
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Google updates Android Bench with new LLMs, but Gemini still lags behind

Code generation is emerging as one of the most popular applications for large language models (LLMs), but not all agents are equally good at all development tasks. Google created a benchmark earlier this year to evaluate how LLMs perform in Android app development, and Android Bench is getting a big update today. The leaderboard now includes a raft of new models, and Google has adopted a new framework that should be easier to use. Developers are invited to run their own tests and submit feedback that could shape the future of Android Bench. While they are popular coding tools, LLMs don't get everything right. Separating the useful outputs from straight-up slop means choosing the right tool. Android Bench aims to demonstrate which AI agents...

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