Dev tools · alternatives · 2026

24 alternatives to Soda Core is now GA – Test data like you would test your code

Data Contracts engine for the modern data stack. https://www.soda.io - sodadata/soda-core

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Soda Core is now GA – Test data like you would test your code launched in 2022; newer entries below may have overtaken it.

1
Soda SQL▲16
Data testing and monitoring for SQL-accessible data.
2021 · github.com · its alternatives →
2
Checkmango▲226
The full stack A/B testing platform
2023 · checkmango.com · its alternatives →
3
AbTest.io▲122
A free url shortener with A/B testing features
2017 · cbsplit.com · its alternatives →
4
Mozart Data▲112
The easiest way for teams to build a Modern Data Stack
2021 · mozartdata.com · its alternatives →
5
Lean Analytics▲123
A/B testing React apps made easy
2018 · streetlightning.io · its alternatives →
6
Modern Data Stack▲291
One platform for all things about the modern data stack
2021 · moderndatastack.xyz · its alternatives →
7
Amplitude Web Experimentation▲211
Maximize conversions with no-code A/B testing and analytics
2024 · amplitude.com · its alternatives →
8
Mida.so▲236
Free and lightweight A/B testing tool for websites
2024 · mida.so · its alternatives →
9
Open-source A/B testing framework▲199
Open Source Feature Flags, Experimentation, and Product Analytics - growthbook/growthbook
2021 · github.com · its alternatives →
10
Analytics4now▲150
Universal analytics reports with GA4 data from BigQuery
2023 · databloo.com · its alternatives →
11
LiquidIndex 2.0▲134
I'm building LiquidIndex, an RAG API service that makes it easy to add personalized context to AI apps. Instead of building a whole system to upload, process, and search through a user’s files or notes, you just call a few APIs. It handles the hard parts - like connecting to Notion or Google Drive, breaking the data into usable pieces, and making it searchable. Then, when you want to answer a question using that data, you just query it, and it gives you the most relevant results - optionally with an LLM-generated answer. No pipelines, no infrastructure, no headaches. Here are the core APIs:…
2025 · liquidindex.dev · its alternatives →
12
Infinite▲74
OS runtime unifying GA4, PostHog, + Stripe into a local db
Jun 2026 · infinite.fast · its alternatives →
13
No-Code Visual Web Editor by Taplytics▲101
Privacy-first and Fastest No-Code web A/B testing solution
2021 · its alternatives →
14
Aggregations.io▲145
Real time for your analytics events
2023 · aggregations.io · its alternatives →
15
Testhub▲65
Tests results aggregator focused on unit, integration tests
2022 · infoblast.me · its alternatives →
16
Direktor▲119
A/B testing as easy as short URLs
2019 · direktor.io · its alternatives →
17GT
Generate test data for your database tables▲57
2013 · databasetestdata.com · its alternatives →
18
Taplytics React Native A/B Testing▲75
A/B Testing and Feature Management for your React Native app
2021 · its alternatives →
19
Definite – Get a data stack (database, ETL, and BI) in one app▲7
Definite is a data-stack-in-a-box. We give you ETL (connectors to 500 data sources), a data warehouse, and BI (reports & dashboards) in one app. We have a built-in modeling layer for core metrics and an AI assistant to answer questions about your business. Here's a 3 minute demo: https://www.youtube.com/watch?v=_YjXXljXV9I Since we're handling ETL, we already know what each source looks like and have pre-built data models for them. This means you can instantly build a report that connects both Hubspot and Stripe data or Klaviyo and Shopify data. We're working closely with…
2023 · definite.app · its alternatives →
20
A utility for running exhaustiveness checks on “sum types” in Go▲75
A simple utility for running exhaustiveness checks on Go "sum types." - BurntSushi/go-sumtype
2017 · github.com · its alternatives →
21
TestDataHub▲35
Ultimate tool for test data generation
2024 · testdatahub.com · its alternatives →
22
Arc – high-throughput time-series warehouse with DuckDB analytics▲30
Hi HN, I’m Ignacio, founder at Basekick Labs. Over the past months I’ve been building Arc, a time-series data platform designed to combine very fast ingestion with strong analytical queries. What Arc does? Ingest via a binary MessagePack API (fast path), Compatible with Line Protocol for existing tools (Like InfluxDB, I'm ex Influxer), Store data as Parquet with hourly partitions, Query via DuckDB engine using SQL Why I built it: Many systems force you to trade retention, throughput, or complexity. I wanted something where ingestion performance doesn’t kill your analytics. Performance &…
2025 · github.com · its alternatives →
23
Hamilton's UI – observability, lineage, and catalog for data pipelines▲40
Hey HN – Stefan and Elijah here from DAGWorks (http://dagworks.io/, YC W23). If you don’t remember us from our previous HN launch (https://news.ycombinator.com/item?id=35056903), we’re the authors of Hamilton (https://github.com/dagworks-inc/hamilton), an open-source library for building self-documenting, modular dataflows in python that works for data, ML, LLM pipelines, & even web-workflows. We’ve been developing this UI for a while and we’re excited to say we open-sourced it! It comes out of the box with the following capabilities, and…
2024 · github.com · its alternatives →
24
Captchify: Real Time A/B Tests Made Easy▲13
Optimize faster with real time data driven insights
2025 · captchify.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →