Curated Collection

Devin is the new state-of-the-art on the SWE-Bench coding benchmark, has successfully passed practical engineering interviews from leading AI companies, and has even completed real jobs on Upwork. Devin is an autonomous agent that solves engineering tasks through the use of its own shell, code editor, and web browser. When evaluated on the SWE-Bench benchmark, which asks an AI to resolve GitHub issues found in real-world open-source projects, Devin correctly resolves 13....

We spent the last 2 weeks testing all the top models like GPT4, Claude, Mistral, Cohere, Gemini in various areas like: Long context RAG Latency Reasoning Coding Writing Here’s a detailed breakdown of the 6-7 best LLMs on the market, their strengths, and optimal use cases: The “Big Boy” Class Models GPT-4 Turbo The workhorse. Still the best all-around model for price/performance/latency. I use GPT-4 for its reliability in: Tools (handles complex schemas) Structured output JSONs With Opus, GPT-4 isn’t the clear winner anymore, but it’s still powerful due to its developer experience, so stuff like assistant API, docs, GPTs, tutorials, etc....

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