Edge Impulse vs Neon: Which is Better in 2026?

• End-to-End MLOps Pipelines
• Security
• Versioning
• Model Monitoring
• Deploy at Scale
• +1 more

• Lakebase Postgres
• Advanced Autoscaling
• Instant Branching
• Managed Better Auth
• Functions
• +8 more

Edge Impulse is an edge AI development platform for collecting sensor data, training machine learning models, and optimizing libraries to run directly on devices ranging from tiny microcontrollers to gateways with neural accelerators. It supports data collection, signal processing, model training, optimization, and deployment for computer vision and sensor-based embedded applications. It targets use cases across manufacturing, product development, transportation, and industrial operations.

Neon is a serverless Postgres platform (Lakebase Postgres) that separates storage and compute to enable autoscaling of CPU, memory, and storage to match workloads. It offers git-like instant database branching for isolated, copy-on-write copies used in development and testing, plus managed authentication, object storage, functions, and an AI Gateway. Neon was founded by Postgres committers and became part of the Databricks Platform in May 2025.