Magic
An AI research lab building frontier coding models with ultra-long context windows designed for whole-codebase reasoning and autonomous software engineering.
Pros
- Frontier-scale pre-training with domain-specific reinforcement learning
- ultra-long context enables whole-codebase reasoning
- inference-time compute optimization
Cons
- No commercial product details publicly available
- research-focused positioning offers unclear path to production use
- pricing and availability not disclosed
Cost
Pricing is not published; contact the vendor for a quote.
Verdict
Best for organizations tracking frontier coding AI research; commercial product availability and pricing remain unclear as of July 2026.
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