Hex
Collaborative notebooks for SQL, Python and reporting
Hex is a data workspace where SQL and Python cells combine into notebooks that publish as interactive apps for non-technical colleagues.
Freemium · Shares 2 categories with Metabase
18 other analytics tools listed on this site share a category with Metabase. They are ordered by how many categories they share and then by upvotes here — that is an ordering, not a verdict. We have not tested any of them, and there is no score on this page.
Back to the Metabase listing| Tool | Pricing | Open source | Upvotes here |
|---|---|---|---|
| Hex | Freemium | No | 26 |
| Akkio | Paid | No | 25 |
| Chroma | Freemium | Yes | 23 |
| Julius AI | Freemium | No | 9 |
| Weaviate | Freemium | Yes | 4 |
| Rows | Freemium | No | 3 |
| Hugging Face | Freemium | No | 42 |
| Scite | Subscription | No | 41 |
| Pinecone | Freemium | No | 40 |
| LangChain | Freemium | Yes | 38 |
| Flowise | Freemium | Yes | 36 |
| Stability AI | Freemium | Yes | 34 |
| Cline | Free | Yes | 33 |
| LlamaIndex | Freemium | Yes | 33 |
| Weights & Biases | Freemium | No | 29 |
| Aider | Free | Yes | 28 |
| Black Forest Labs | Freemium | Yes | 27 |
| QueryPanel | Freemium | No | 24 |
Collaborative notebooks for SQL, Python and reporting
Hex is a data workspace where SQL and Python cells combine into notebooks that publish as interactive apps for non-technical colleagues.
Freemium · Shares 2 categories with Metabase
No-code predictive models for marketing data
Akkio lets marketing and agency teams connect campaign data and build predictive models — lead scoring, forecasting, churn — without writing code, then act on the output inside ad platforms.
Paid · Shares 2 categories with Metabase
Open-source embedding database for AI apps
Chroma is a lightweight vector database that runs embedded in a Python or JavaScript process for prototyping and scales up as a server or hosted service for production.
Freemium · Open source · Shares 2 categories with Metabase
Chat with your spreadsheets and datasets
Julius AI lets you upload spreadsheets, CSVs or database extracts and ask questions in plain language, generating charts, statistical tests and Python analysis behind the scenes.
Freemium · Shares 2 categories with Metabase
Open-source vector database with hybrid search
Weaviate stores objects alongside their vector embeddings and supports hybrid keyword and semantic search, with modules that generate embeddings or call language models at query time.
Freemium · Open source · Shares 2 categories with Metabase
Spreadsheet with live data connections and AI analysis
Rows is a spreadsheet where integrations to databases, ad platforms, CRMs and APIs are first-class, so a sheet can refresh itself from live sources.
Freemium · Shares 2 categories with Metabase
The hub for open models, datasets and demos
Hugging Face hosts hundreds of thousands of open model checkpoints, datasets and interactive Spaces demos, along with the libraries most of the ecosystem builds on.
Freemium · Shares 1 category with Metabase
See how a paper has actually been cited
Scite classifies citations as supporting, contrasting or merely mentioning a claim, so you can tell whether a finding has been replicated or quietly disputed rather than just counting citation totals.
Subscription · Shares 1 category with Metabase
Managed vector database for semantic search
Pinecone stores and searches high-dimensional embeddings at scale, returning nearest matches in milliseconds without the operational work of running a vector index yourself.
Freemium · Shares 1 category with Metabase
Framework and platform for building LLM agents
LangChain provides open-source libraries for composing language model calls, tools, retrieval and agent loops, in Python and TypeScript.
Freemium · Open source · Shares 1 category with Metabase
Drag-and-drop builder for AI agents and chains
Flowise is an open-source visual builder for LLM applications: chain models, vector stores, tools and memory as nodes, then expose the result as an API or embeddable chat widget.
Freemium · Open source · Shares 1 category with Metabase
Open-weight generative models for image, video and audio
Stability AI develops the Stable Diffusion family and related models for image, video, 3D and audio generation. Many of its model weights are published for self-hosting and fine-tuning, alongside a hosted API and enterpr…
Freemium · Open source · Shares 1 category with Metabase
Open-source coding agent for VS Code and the terminal
Cline is an open-source AI coding agent that runs inside VS Code and the terminal. It separates planning from execution so you approve a plan before it edits files or runs commands, and it supports MCP servers plus your…
Free · Open source · Shares 1 category with Metabase
Connect LLMs to your documents and data
LlamaIndex is a framework for retrieval-augmented generation and document workflows, handling ingestion, chunking, indexing and querying over private data.
Freemium · Open source · Shares 1 category with Metabase
Track, evaluate and monitor machine learning work
Weights & Biases records experiments, hyperparameters, artifacts and metrics so model training runs are reproducible and comparable, with dashboards and reports for sharing results.
Freemium · Shares 1 category with Metabase
Pair programming with an LLM in your terminal
Aider is a command-line tool that lets you pair program with a language model directly against a local git repository.
Free · Open source · Shares 1 category with Metabase
FLUX image models, via API or open weights
Black Forest Labs builds the FLUX family of image generation and editing models. Several variants, including FLUX.1 [schnell], are released under permissive open licences for self-hosting, while the strongest models are…
Freemium · Open source · Shares 1 category with Metabase
Embedded analytics SaaS teams can ship in a day
QueryPanel provides tenant-safe embedded dashboards, charts and SQL that a SaaS product can drop into its own interface without building an analytics layer from scratch.
Freemium · Shares 1 category with Metabase
This site holds four things about each of these products that are worth comparing before you open any of them, and none of them is an opinion. The pricing model above is the one recorded on the listing — a product marked Contact for pricing will cost you a sales call before it costs you anything else. The open-source column decides whether leaving later is a migration or an export. The shared-category count is how close the overlap with Metabase actually is: a tool sharing three categories is doing roughly the same job, one sharing a single category may only touch the same part of it. Upvotes are votes cast here by people with accounts, and they say what this site’s readers picked, not what is best for you.
What we do not hold is a test. Nobody here has run these products side by side, so the last step is yours: open two of them and give each one the job you actually have.