Magic.dev

Frontier coding model with 100M-token context window

Code & Dev Tools Contact
Researched · Published
RECATOOLS Score
5.8 / 10
Capability
6
Value for money
5
Ease of use
4
ASEAN readiness
5
API quality
3
Founded
2022
HQ
San Francisco, California, USA
Users
Launched
Developer

Overview

Magic.dev is building frontier coding models specialized for software engineering — reportedly the largest context window in the industry (100M+ tokens) for full-codebase reasoning. Limited public availability; enterprise focus. Backed by Google, Nat Friedman, Daniel Gross.

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Use cases

Enterprise coding agent Full-codebase reasoning Software automation
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ASEAN Perspective

Magic.dev in Southeast Asia

ASEAN-region availability and pricing notes coming soon. Drop the editorial team a note via /contact/ if you can supply local context (Singapore/Malaysia/Indonesia/Thailand/Vietnam).

RECATOOLS Verdict

Magic.dev is an AI research company building frontier code-generation models, best known for pursuing extremely long context windows (its LTM models targeting up to 100M tokens) aimed at reasoning over entire codebases as an autonomous software engineer. The ambition and research are genuinely notable, and the long-context approach addresses a real limitation of mainstream coding assistants.

It suits those tracking the cutting edge of AI software engineering rather than buyers seeking a ready tool today. Caveats: the product has had very limited general availability, so for most users it is more promise than usable product; benchmark-to-real-world performance is unproven at scale; and it competes against well-shipped tools (Cursor, Copilot, Claude Code, Devin). Treat capability scores as provisional given limited public access; no broadly available public API.

Independent AI-assisted assessment by RECATOOLS.

About this listing

Researched on
Published on

This entry was compiled from publicly available data including Magic.dev's official website, press releases, documentation, and reputable third-party publications. RECATOOLS is not affiliated with Magic.dev unless explicitly stated.

Data accuracy

Third-party AI tools update their pricing, features, availability, and policies frequently. Information here may be outdated by the time you read this — we make reasonable efforts to keep listings current, but cannot guarantee absolute accuracy.

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