LLaMA 4 Maverick, Mistral Large, Phi-4 benchmarked for code generation

A recent evaluation compared three leading open-weight models for code generation: Mistral Large, LLaMA 4 Maverick, and Phi-4. The tests focused on algorithm implementation, API integration, database queries, and security-sensitive code, using a consistent methodology across models. Mistral Large, accessible only via API, demonstrated strong performance in SQL generation and API integration but suffered from higher latency. LLaMA 4 Maverick, part of Meta's 2026 release, excelled in handling complex refactoring and security-sensitive tasks, benefiting from its large context window. AI

IMPACT Provides benchmarks for developers choosing models for code generation tasks, highlighting trade-offs in latency and capability.

RANK_REASON Comparison of existing models on specific tasks. [lever_c_demoted from research: ic=1 ai=1.0]

Read on dev.to — LLM tag →

• LLaMA 4 Maverick
• Meta
• Mistral AI
• Mistral Large
• Phi-4

• model release
• product

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