What are the key differences between Windsurf SWE-1 and StarCoder?

Compare Windsurf SWE-1 and StarCoder side by side on Lunoo to see detailed feature differences, AI scores, and expert analysis.

How are Windsurf SWE-1 and StarCoder scored?

Windsurf SWE-1 has an AI score of 6.5/10 and StarCoder has an AI score of 8.1/10. Scores are based on category fit, feature coverage, pricing signals, public reception, and recency.

Windsurf SWE-1 vs StarCoder 2026 - Compared

Windsurf SWE-1

StarCoder

WINNER StarCoder

StarCoder edges ahead with a score of 8.1/10 compared to 6.5/10 for Windsurf SWE-1. While both are highly rated in their...

Windsurf SWE-1

6.52 Fair

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emoji_events WINNER

StarCoder

8.05 Great

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psychology AI Verdict

StarCoder edges ahead with a score of 8.1/10 compared to 6.5/10 for Windsurf SWE-1. While both are highly rated in their respective fields, StarCoder demonstrates a slight advantage in our AI ranking criteria. A detailed AI-powered analysis is being prepared for this comparison.

emoji_events Winner: StarCoder

verified Confidence: Low

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description Overview

Windsurf SWE-1

Windsurf SWE-1 is a Retrieval-Augmented Generation (RAG) extension for Continue AI, designed to enhance chatbot responses by integrating external knowledge sources and improving factual accuracy.

StarCoder

StarCoder is an open-weights language model created by BigCode. It’s notable for its performance in code generation and completion tasks. Built upon the LLaMA architecture and trained on a vast collection of public code data, it's valuable for developers, programmers, and researchers working with software development projects requiring automated code assistance.