Alternatives to Aepto

Zero-config, per-second infrastructure monitoring with self-learning anomaly detection built in.

Automated deep learning model optimization for NVIDIA GPUs.

AWS's integrated platform for data, analytics, and machine learning

Census: embedded customer data connectivity and reverse ETL for product teams

Weights & Biases tracks ML experiments and traces LLM apps so teams can ship AI models faster

Fast, native GUI for MySQL, PostgreSQL, SQLite & more

Databricks unifies your lakehouse data, analytics, and production AI agents on one governed platform.

TiDB is an open-source distributed SQL database for AI agent memory, vector search, ACID transactions, and real-time HTAP analytics.

Apache Doris: open-source real-time SQL analytics, full-text search, and vector search for AI

ClickHouse is a fast open-source columnar OLAP database for real-time analytics on petabyte-scale data.

Neon is a serverless Postgres backend platform from Databricks with instant branching, autoscaling, and bundled auth, storage, functions, and an AI Gateway.

Lance is an open lakehouse format built for multimodal AI, with hybrid vector and full-text search on object storage.

ShannonBase is an open-source MySQL-compatible HTAP database with in-database ML, vector search, and LLM inference.

Managed Postgres, plus Vitess and Neki sharding, on NVMe storage with unlimited IOPS

Open-source platform to orchestrate reproducible ML pipelines and replay AI agents so regressions never ship.

Minimal database MCP server that gives MCP clients one gateway to PostgreSQL, MySQL, SQL Server, MariaDB, Oracle, and SQLite

Free, open-source visualizer for neural network and machine learning model files.

ArcBox gives each AI agent its own hypervisor-isolated virtual machine — a full OS with its own kernel, kept for months, thrown away in seconds, or handed to a

Open-source, event-driven orchestrator for data, infrastructure, and AI agent workflows, written in declarative YAML.

Free open-source SQL client and database management tool with built-in AI Chat for writing queries

Billing infrastructure that puts a real-time credit ledger, entitlements and spend controls on top of your existing Stripe account.

Dolt is a SQL database with Git-style version control — branch, merge, diff, and time-travel your data.

PgGraph brings graph traversal to PostgreSQL — multi-hop queries run as index lookups, not join chains.

Elastic's free developer hub: tutorials, notebooks, and sample apps for building AI search on Elasticsearch.