Alternatives to Deci

Weights & Biases tracks ML experiments, versions models and datasets, and traces LLM apps — now inside CoreWeave Forge

Free, open-source visualizer that renders neural network and ML model files as an interactive graph you can inspect layer by layer.

Lance is an open lakehouse format for multimodal AI, pairing a file format, table format, and catalog spec with hybrid vector and full-text search on object

Elasticsearch Labs: free tutorials, notebooks, and reference apps for AI search, vector search, and RAG on Elasticsearch.

Benchmark local LLM tokens-per-second through Ollama with one CLI command and a public results table.

Amazon SageMaker unifies data, analytics, and AI on AWS so teams can build, train, and deploy ML and foundation models on managed

Verda (formerly DataCrunch) is a European GPU cloud: on-demand NVIDIA instances, InfiniBand clusters, and serverless inference.

Netdata: per-second infrastructure monitoring with self-learning AI anomaly detection and 800+ zero-config integrations.

Paperspace is a cloud GPU platform from DigitalOcean offering per-second-billed NVIDIA H100, A100 and V100 instances, hosted notebooks, and managed ML training

Census reverse ETL syncs warehouse data into the SaaS tools your go-to-market teams actually use

TablePlus is a native database GUI for MySQL, PostgreSQL, SQLite and more, licensed one-time.

Databricks runs your lakehouse data, analytics and production AI agents on one governed platform across AWS, Azure and GCP.

TiDB is a distributed SQL database with native vector search for AI agent memory, state, and RAG at scale.

Apache Doris is an open-source real-time SQL database for unified OLAP analytics, full-text search, and vector search.

Managed Vitess, Neki and Postgres with branching, deploy requests and NVMe-backed Metal clusters

ClickHouse is an open-source columnar OLAP database for real-time analytics at petabyte scale.

Neon is a serverless Postgres backend from Databricks with branching, autoscaling, auth, storage, functions, and an AI gateway.

ShannonBase is a MySQL 8.4-compatible open-source HTAP database that adds an in-memory column store, vector search, and in-database ML to

Open-source ML pipeline orchestration plus Kitaru, a durable agent runtime that replays production sessions before you ship.

A minimal, MIT-licensed database MCP server that connects Claude Code, Cursor, and VS Code to Postgres, MySQL, SQL Server, MariaDB, Oracle, and SQLite.

KV Cash is a proposed Layer 1 blockchain that runs native AI inference inside smart contract execution.

Dolt is a version-controlled SQL database — branch, diff, merge, and query your data as of any past commit.

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

Autumn is usage-based billing infrastructure with a real-time credit ledger, entitlements and spend controls on top of Stripe.

Open-source, event-driven orchestrator that runs data, infrastructure, and AI agent workflows from declarative YAML.

PgGraph turns existing PostgreSQL tables into a traversable graph so multi-hop queries run as index lookups instead of join chains.

DBeaver Community: free universal SQL client with an AI Chat that writes SQL for you from plain English.