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answer: direct
beat: dev-practices
source: 1 article · updated: August 5, 2026
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How does Project Polaris perform compared to GPT-4 Turbo on coding benchmarks?

According to reports, Polaris outperformed GPT-4 Turbo on the HumanEval and MBPP coding benchmarks. The improvements were reportedly most significant in lower-resource languages like Rust and Haskell, where training data is scarcer and model quality matters more for producing correct, idiomatic code completions.

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Microsoft Just Replaced GPT-4 Inside GitHub Copilot With Its Own Model

Project Polaris, Microsoft's in-house coding model, is reportedly replacing GPT-4 Turbo as the default engine behind GitHub Copilot for all subscribers.

Crashtech Editorial August 5, 2026 Development Best Practices

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