◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Magic vs Tabnine

Magic runs closer to the foundational model (Native (own / self-hosted weights)) than Tabnine (Native (own / self-hosted weights)). Shared foundation: proprietary / self-built models (highlighted).

Magic

AI-coding

Proximity
Native (own / self-hosted weights)
Models
proprietary / self-built models
Cloud · datastore
GCP
Compliance
—
Architecture

Magic’s public evidence points to a proprietary, long-context model stack centered on its own LTM models rather than a packaged third-party LLM. The clearest infrastructure signal is a Google Cloud partnership for AI supercomputers, but the public record does not expose a full production data stack or compliance posture.

Tabnine

AI-coding

Proximity
Native (own / self-hosted weights)
Models
proprietary / self-built modelsAnthropic · Claude
Cloud · datastore
Multi-Cloudvector
Compliance
SOC 2
Architecture

Privacy-first code assistant with its own models plus optional partner LLMs, deployable air-gapped.

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