Magni

Magni is an AI inference optimization platform that pushes GPU performance closer to physical limits using agents.

Magni is an AI inference optimization platform designed to push AI inference closer to the physical limit of GPUs. Using AI agents and agent swarms, the system delivers results within days on any model and any hardware. It targets the gap above silicon for inference to maximize hardware efficiency. The platform achieves higher revenue per node-hour compared to published recipes on NVIDIA hardware. Ultimately, the project aims to close every gap above silicon before eventually building custom chips.

Magni at a glance

Best for: Software engineer
Pricing: Paid
Released: November 2026
Category: AI coding tool
Website: magnihq.com

Key features

Optimizes AI inference performance
Uses AI agents and agent swarms
Supports any AI model
Supports any hardware
Delivers optimization results within days

Use it for

Optimizing AI inference on GPUs
Maximizing revenue per node-hour
Bridging the performance gap above silicon

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