Alternatives to Mitzu
Compare Mitzu alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Mitzu in 2026. Compare features, ratings, user reviews, pricing, and more from Mitzu competitors and alternatives in order to make an informed decision for your business.
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1
FinOpsly
FinOpsly
FinOpsly is the Value Control™ platform for Cloud, Data, and AI economics. It helps enterprises move beyond cost visibility to actively control spend and business outcomes through explainable, policy-governed AI automation. Unlike reporting-only FinOps tools, FinOpsly unifies cloud (AWS, Azure, GCP), data (Snowflake, Databricks, BigQuery), and AI costs into a single system of action — enabling teams to plan spend before it happens, automate optimization safely, and prove value in weeks, not quarters. FinOpsly enables enterprises to: Map spend to business value across products, teams, customers, and workloads Explain cost drivers clearly with AI-generated context and root-cause analysis Automate optimization safely using policy-driven, explainable agents Prevent drift and overages before they impact budgets or performance -
2
Kubit
Kubit
Your data, your insights—no third-party ownership or black-box analytics. Kubit is the leading Customer Journey Analytics platform for enterprises, enabling self-service insights, rapid decisions, and full transparency—without engineering dependencies or vendor lock-in. Unlike traditional tools, Kubit eliminates data silos, letting teams analyze customer behavior directly from Snowflake, BigQuery, or Databricks—no ETL or forced extraction needed. With built-in funnel, path, retention, and cohort analysis, Kubit empowers product teams with fast, exploratory analytics to detect anomalies, surface trends, and drive engagement—without compromise. Enterprises like Paramount, TelevisaUnivision, and Miro trust Kubit for its agility, reliability, and customer-first approach. Learn more at kubit.ai. -
3
Astrato
Astrato Analytics
Astrato Analytics is a warehouse-native business intelligence platform that allows organizations to build, embed, and share interactive dashboards and data applications directly on cloud data warehouses. It integrates with major platforms such as Snowflake, BigQuery, Databricks, ClickHouse, Supabase, Amazon Redshift, PostgreSQL, and Dremio. The platform uses a zero-copy architecture, enabling real-time data access without the need for data extraction or duplication. This approach ensures that dashboards and reports always reflect the most up-to-date information. Astrato connects through a live-query engine, allowing seamless interaction with source data. It eliminates the complexity of managing data pipelines or cached datasets. Security is enhanced by inheriting policies like row-level access and data masking directly from the warehouse. Overall, it simplifies analytics while maintaining strong governance and real-time insights.Starting Price: $12/month/user -
4
nao
nao
nao is an AI-powered data IDE designed specifically for data teams, combining a code editor with native integration to your data warehouse so you can write, test, and maintain data-centric code with full context. It supports warehouses such as Postgres, Snowflake, BigQuery, Databricks, DuckDB, Motherduck, Athena, and Redshift. Once connected, nao replaces a traditional data-warehouse console by offering schema-aware SQL auto-completion, data previews, SQL worksheets, and the ability to switch easily between multiple warehouses. The core of nao is its AI agent, which has full awareness of your actual data schema, tables, columns, metadata, and your codebase or data-stack context. It can generate SQL queries or full data-transformation models (e.g., for dbt workflows), refactor code, add or update documentation, run data-quality checks and data-diff tests, and even surface insights or run exploratory analytics, all while respecting data structure and quality constraints.Starting Price: $30 per month -
5
Compass
Dagster Labs
Compass is an AI-powered, Slack-native data assistant that turns plain English questions into instant answers, summaries, charts, and insights powered by your actual warehouse data, so teams can make data-driven decisions without waiting on BI backlogs or building dashboards first. It connects directly to major data warehouses (Snowflake, BigQuery, Redshift, Postgres, AWS Athena, Databricks, and more), learns your schema and context, and generates governed, SQL-backed responses and visualizations in the tools your team already uses, all while keeping your data where it lives and under your control. Compass builds organizational context over time so answers become more accurate and relevant, supports collaboration through Slack threads, can schedule recurring analysis, and provides a shared repository of definitions and insights that help reduce analytical silos and reliance on specialized SQL users.Starting Price: $49 per month -
6
Tabular
Tabular
Tabular is an open table store from the creators of Apache Iceberg. Connect multiple computing engines and frameworks. Decrease query time and storage costs by up to 50%. Centralize enforcement of data access (RBAC) policies. Connect any query engine or framework, including Athena, BigQuery, Redshift, Snowflake, Databricks, Trino, Spark, and Python. Smart compaction, clustering, and other automated data services reduce storage costs and query times by up to 50%. Unify data access at the database or table. RBAC controls are simple to manage, consistently enforced, and easy to audit. Centralize your security down to the table. Tabular is easy to use plus it features high-powered ingestion, performance, and RBAC under the hood. Tabular gives you the flexibility to work with multiple “best of breed” compute engines based on their strengths. Assign privileges at the data warehouse database, table, or column level.Starting Price: $100 per month -
7
Prodlytic
Prodlytic
Prodlytic provides an on-premise, enterprise-grade behavioral analytics solution that automatically tracks and stores all event-level data across your website and web app. Continuous export to your own storage and analysis technologies enables deeper insight on everything your customers do. Understand your customers & build better products with auto-track analytics on-premise & self-hosted. Auto-track everything your customers do by default. Add our lightweight tracking code once to your website or app and that’s it. No need for extra code ever, even if you want to instrument new events. Prodlytic displays a high-level overview of clicks, page views, and form actions so you can instantly understand how people are using your website or web app and make informed business decisions. The data Prodlytic collects is yours. Take control of it with continuous export to the storage and analysis technologies you’re familiar with. Export raw prodlytic data to Amazon S3, Google BigQuery, and more.Starting Price: $99 per month -
8
NetSpring
NetSpring
NetSpring brings the modeling flexibility and exploratory power of BI to self-service product analytics, working directly off any cloud data warehouse. Key Functionality: - Self-serve answers to any question, starting from a rich library of product analytics reports, with the ability to pivot seamlessly back and forth between any report and ad hoc visual data exploration - Combine product instrumentation with any business data in your DW for context-rich analytics - Avoid writing and maintaining complex SQL for funnel/path-type queries, but have the option of leveraging SQL for specialized analysis Key Benefits: - Full Business Context: Access any data in the DW. Deeply understand the drivers of retention, referrals, and revenue. - Privacy & Security: Your customer data never leaves the DW. Maintain a single governed source of truth. - Cost & Maintenance: Simply connect to the DW and self-serve. No data movement. Cost not tied to event volume.Starting Price: $49/mo per seat -
9
Agile Data Engine
Agile Data Engine
Agile Data Engine is a comprehensive DataOps platform designed to streamline the development, deployment, and operation of cloud-based data warehouses. It integrates data modeling, transformations, continuous deployment, workflow orchestration, monitoring, and API connectivity within a single SaaS solution. The platform's metadata-driven approach automates SQL code generation and data load workflows, enhancing productivity and agility in data operations. Supporting multiple cloud database platforms, including Snowflake, Databricks SQL, Amazon Redshift, Microsoft Fabric (Warehouse), Azure Synapse SQL, Azure SQL Database, and Google BigQuery, Agile Data Engine offers flexibility in cloud environments. Its modular data product framework and out-of-the-box CI/CD pipelines facilitate seamless integration and continuous delivery, enabling data teams to adapt swiftly to changing business requirements. The platform also provides insights and statistics on data platform performance. -
10
Numbers Station
Numbers Station
Accelerating insights, eliminating barriers for data analysts. Intelligent data stack automation, get insights from your data 10x faster with AI. Pioneered at the Stanford AI lab and now available to your enterprise, intelligence for the modern data stack has arrived. Use natural language to get value from your messy, complex, and siloed data in minutes. Tell your data your desired output, and immediately generate code for execution. Customizable automation of complex data tasks that are specific to your organization and not captured by templated solutions. Empower anyone to securely automate data-intensive workflows on the modern data stack, free data engineers from an endless backlog of requests. Arrive at insights in minutes, not months. Uniquely designed for you, tuned for your organization’s needs. Integrated with upstream and downstream tools, Snowflake, Databricks, Redshift, BigQuery, and more coming, built on dbt. -
11
ClickHouse
ClickHouse
ClickHouse is a fast open-source OLAP database management system. It is column-oriented and allows to generate analytical reports using SQL queries in real-time. ClickHouse's performance exceeds comparable column-oriented database management systems currently available on the market. It processes hundreds of millions to more than a billion rows and tens of gigabytes of data per single server per second. ClickHouse uses all available hardware to its full potential to process each query as fast as possible. Peak processing performance for a single query stands at more than 2 terabytes per second (after decompression, only used columns). In distributed setup reads are automatically balanced among healthy replicas to avoid increasing latency. ClickHouse supports multi-master asynchronous replication and can be deployed across multiple datacenters. All nodes are equal, which allows avoiding having single points of failure. -
12
Electrik.Ai
Electrik.Ai
Automatically ingest marketing data into any data warehouse or cloud file storage of your choice such as BigQuery, Snowflake, Redshift, Azure SQL, AWS S3, Azure Data Lake, Google Cloud Storage with our fully managed ETL pipelines in the cloud. Our hosted marketing data warehouse integrates all your marketing data and provides ad insights, cross-channel attribution, content insights, competitor Insights, and more. Our customer data platform performs identity resolution in real-time across data sources thus enabling a unified view of the customer and their journey. Electrik.AI is a cloud-based marketing analytics software and full-service platform. Electrik.AI’s Google Analytics Hit Data Extractor enriches and extracts the un-sampled hit level data sent to Google Analytics from the website or application and periodically ships it to your desired destination database/data warehouse or file/data lake.Starting Price: $49 per month -
13
Glazed
Glazed
Glazed Analytics is a product analytics tool that transforms Figma interface designs into implementation-ready tracking plans using AI. It analyzes design screens, imports your existing event taxonomy, and suggests relevant tracking events that you can approve, edit, or reject. It then generates prompts compatible with AI coding assistants so feature tracking can be shipped without heavy developer handoffs. The platform integrates visual documentation directly into Figma, embeds tracking specifications into design elements, and serves as a single source of truth to replace disconnected spreadsheets or Confluence docs. When connected to data warehouses (BigQuery, Redshift, Snowflake) and analytics platforms (Amplitude, Mixpanel, PostHog), Glazed provides QA views that surface missing or broken event properties with first-seen and volume metrics, prevents duplicate naming through auto-checking, and lets you sync design version history.Starting Price: $29 per month -
14
CData Sync
CData Software
CData Sync is a universal data pipeline that delivers automated continuous replication between hundreds of SaaS applications & cloud data sources and any major database or data warehouse, on-premise or in the cloud. Replicate data from hundreds of cloud data sources to popular database destinations, such as SQL Server, Redshift, S3, Snowflake, BigQuery, and more. Configuring replication is easy: login, select the data tables to replicate, and select a replication interval. Done. CData Sync extracts data iteratively, causing minimal impact on operational systems by only querying and updating data that has been added or changed since the last update. CData Sync offers the utmost flexibility across full and partial replication scenarios and ensures that critical data is stored safely in your database of choice. Download a 30-day free trial of the Sync application or request more information at www.cdata.com/sync -
15
Athenic AI
Athenic AI
Discover the nuance behind the trends by following a guided journey of data analytics questions to understand what’s truly going on. Empower your stakeholders with self-service data analytics. Give them the ability to access and analyze the data they need, when they need it. Increase efficiency, reduce dependency on IT, and make data-driven decisions faster with a self-service analytics solution. Athenic AI connects to your data stored in a database, data warehouse or an application like a CRM or ERP platform to answer your questions without SQL knowledge or a business analyst. We have built Athenic to be able to interpret natural language and translate into SQL queries. We have even added the option to give the AI additional context in natural language. -
16
AnswerDock
AnswerDock
AnswerDock is an AI-driven analytics platform for the enterprise. It provides answers to business users' questions and allows them to make better and faster decisions, without the need for data analysts. Get instant insights from your data warehouse via live query (available for Snowflake, Amazon Redshift, Microsoft Synapse, Google Bigquery). You can also upload excel files or connect to traditional relational databases (Mysql, SQL Server, etc.) and 3rd-party APIs such as Google Analytics. Try AnswerDock on a sample retail dataset. No need for registration or login. Try AnswerDock on your own data by signing up to the free version (all features). Using AnswerDock, business users create their own reports and dashboards by typing their questions, just like using a web search engine. Need a sales report? type Top 10 Sales People by growth in number of leads this quarter. AnswerDock runs the analysis and displays the optimal visualization instantly, its that simple.Starting Price: $495 per month -
17
GetDot.ai
GetDot.ai
Dot is an AI data analyst that connects directly to your data warehouse and lets users ask questions in plain language to get instant, trustworthy insights. It integrates with Slack, Teams, or a native web app to deliver ad‑hoc data retrieval, visualizations, root‑cause analysis, and weekly business reports with actionable recommendations. By learning from your existing BI tools, dbt metrics, LookML, SQL queries, and documentation, GetDot.ai ensures consistent, governed answers reinforced by role‑based permissions and row‑level security. Setup is code‑free, with one‑click integrations for Snowflake, BigQuery, Redshift, PostgreSQL, and other SQL‑based sources. Continuous monitoring uncovers unknown unknowns, while a dedicated training and governance workspace lets you refine its behavior and maintain accuracy. Designed for speed and simplicity, Dot replaces dashboard overload by delivering precise answers in seconds rather than days.Starting Price: $799 per month -
18
fnel
Yaro Labs
fnel is a lightweight funnel analytics platform for solo founders and SaaS teams. Embed one line of JS, define your funnel steps, and see real-time drop-off data in the dashboard. Supports React, Vue, Angular, and vanilla JS SDKs. Privacy-first, GDPR-ready, with CSV/JSON export. Free tier available, no credit card required.Starting Price: Free / $12 per month -
19
DbSchema
Wise Coders
DbSchema is for visual designing the schema in a team, deploy and document the schema. Other integrated features like data explorer, visual query editor, data generator, etc., makes DbSchema an every-day tool for everybody who interacts with databases. DbSchema supports all relational and No-SQL databases, including MySQL, PostgreSQL, SQLite, Microsoft SQL Server, MongoDB, MariaDB, Redshift, Snowflake, Google and more. DbSchema is reverse-engineering the database schema from the database and visualize it as diagrams. You will interact with the database using diagrams and visual tools. DbSchema model is using its copy of schema structure, independent from the database. This allows the schema deployment on multiple databases, save the design model to file, store it in GIT and design the schema in a team, design the schema without database connectivity, compare different versions of the schema and generate SQL migration scripts.Starting Price: $63 one time payment -
20
GrowthCues
Arvoan Ltd.
GrowthCues is an automated product analytics tool for growth-focused B2B SaaS teams delivering instant product growth insights. Unlike conventional product analytics tools, GrowthCues surfaces issues and opportunities in user engagement and activation automatically and identifies drivers and blockers influencing product growth without complex dashboards or the need for tedious analysis. Powered by generative AI, machine learning, and explainable AI, GrowthCues delivers product growth insights in plain English to the product team's Slack so you and your team can focus on driving growth instead of getting lost in product data.Starting Price: €249/month -
21
Uxcam
uxcam
UXCam is the market leader in app experience analytics, empowering mobile teams with fast, contextual and high-fidelity insights. UXCam is the market leader in app experience analytics, empowering mobile teams with fast, contextual and high-fidelity insights. Record, analyze and share sessions and events to uncover app usage patterns. Discover the "why" behind user behavior. Go from quantitative app metrics to qualitative insights. Replay sessions with custom events. Set up event-based funnels and zoom in on funnel segments. Get a complete overview of how users engage with and navigate through your app. Identify drop-off points and screens suffering from UX issues. Identify and fix design bottlenecks within your app. Uncover how users behave on every screen. Continuously improve UX to reduce churn and improve retention. Identify and resolve app crashes, bugs and UI freezes. Export technical logs and share impacted sessions with other teams to ensure smooth release cycles. -
22
AskEnola
Aryng
AskEnola is an AI-powered Super Analyst that replaces dashboards and manual reporting. It connects directly to your data warehouse, such as Snowflake, BigQuery, or Redshift, and understands your business KPIs to deliver instant answers to complex questions in plain English. Unlike BI tools that require setup, Enola is ready from day one and uncovers trends, diagnoses root causes, and predicts outcomes in real time. Teams across RevOps, BizOps, FP&A, and Product use Enola to speed up decision-making, cut reporting costs, and boost analytics adoption. By combining BADIR™ methodology with contextual AI, it eliminates data silos and transforms how companies react to market changes. Whether you are analyzing churn, forecasting revenue, or monitoring performance, Enola gives you insights you can trust without tickets or dashboards. Get your free demo now or try Enola in action on Sandbox.Starting Price: $0 -
23
Formo
Formo
Formo makes analytics and attribution simple for DeFi apps so you can focus on growth. Get the best of web, product, and onchain analytics in one place. GA / Mixpanel designed for web3. Formo's platform sifts through fragmented web2 and web3 data to present a unified view of your users and product health, empowering you to build products people want. Formo allows you to monitor and analyze the end-to-end user journey, from engagement on offchain channels to the final conversion onchain. 📊 Measure KPIs. Track visitor counts, DAU, WAU, MAU, transactions, retention, and churn. Measure engagement and growth over time. 🎯 Onchain attribution. Identify the top channels and growth initiatives that drive onchain activity. Understand where users come from. 🏃➡️ Optimize your funnel. Track key touchpoints across the full user journey from offchain to onchain: pageviews, wallet, transactions, volume, and retention.Starting Price: $0 -
24
Unravel
Unravel Data
Unravel is an AI-native data observability platform designed to help modern enterprises detect, resolve, and prevent data issues at scale. It uses intelligent, automated agents that work alongside data teams to surface insights, guide decisions, and reduce operational toil. Unravel brings data observability and FinOps together, enabling organizations to improve performance, ensure reliability, and optimize cloud data spending. The platform provides end-to-end visibility across pipelines, workloads, and infrastructure. With agent-driven actionability™, Unravel can take action on behalf of teams, integrate directly with existing tools, or recommend next-best actions. It supports major data platforms including Databricks, Snowflake, and Google Cloud BigQuery. By combining automation with human control, Unravel transforms data observability into a collaborative, always-on partner. -
25
Salesforce Data 360
Salesforce
Data 360 is Salesforce’s next-generation data platform, evolving from Data Cloud to unify and activate enterprise data in real time. It connects fragmented data across systems into a single, trusted Customer 360 view without requiring data movement. Through Zero-Copy integrations, Data 360 works directly with platforms like Snowflake, Databricks, BigQuery, and AWS. The platform harmonizes structured and unstructured data to power personalized experiences and intelligent workflows. Built-in identity resolution and governance tools ensure data accuracy, compliance, and privacy. Data 360 enables real-time segmentation, predictive insights, and triggered automation across Salesforce and external applications. It serves as the data foundation for Agentforce, delivering context-rich intelligence to AI agents and business teams. -
26
Prophecy
Prophecy.ai
Prophecy is an AI-powered data preparation and analysis platform that enables business users to transform raw data into actionable insights through natural language prompts. The platform uses specialized AI agents to automatically generate visual, low-code data workflows that users can inspect, refine, validate, and deploy without requiring programming expertise. Prophecy connects directly to cloud data platforms such as Databricks, Snowflake, and BigQuery, allowing organizations to prepare, analyze, and govern data at enterprise scale. The platform combines AI-generated data pipelines with visual workflow interfaces, making complex data transformations easier to understand and manage. Users can automate data preparation, perform advanced analysis, create visualizations, and deploy production-ready workflows while maintaining governance and transparency.Starting Price: $150/user/month -
27
Capital One Slingshot
Capital One
Capital One Slingshot is a cloud data platform optimization and management solution that helps organizations simplify, optimize, and maximize their use of Snowflake and Databricks by providing enhanced visibility into financial and compute spend, continuous monitoring, dynamic rightsizing, and AI-driven recommendations to reduce waste and inefficiencies while improving performance. It delivers granular dashboards and reports tracking cost, usage, and performance trends, allocates costs to business units with custom tagging, and offers proactive alerts for credit consumption and cost spikes. Slingshot’s recommendation engine analyzes workloads to right-size warehouses, suggests schedule adjustments, and highlights inefficient queries with its Query Advisor to improve SQL performance. It supports automated optimization for Databricks jobs using machine learning models and enables federated management and governance with customizable workflows and controls. -
28
PeerDB
PeerDB
If Postgres is at the core of your business and is a major source of data, PeerDB provides a fast, simple, and cost-effective way to replicate data from Postgres to data warehouses, queues, and storage. Designed to run at any scale, and tailored for data stores. PeerDB uses replication messages from the Postgres replication slot to replay the schema messages. Alerts for slot growth and connections. Native support for Postgres toast columns and large JSONB columns for IoT. Optimized query design to reduce warehouse costs; particularly useful for Snowflake and BigQuery. Support for partitioned tables via both publish. Blazing fast and consistent initial load by transaction snapshotting and CTID scans. High-availability, in-place upgrades, autoscaling, advance logs, metrics and monitoring dashboards, burstable instance types, and suitable for dev environments.Starting Price: $250 per month -
29
Amplitude
Amplitude
Amplitude is a digital analytics platform that helps organizations understand user behavior, improve customer experiences, and accelerate product growth with AI-powered insights. The platform combines product analytics, web analytics, session replay, experimentation, feature management, data governance, and AI agents in a single solution. Its AI capabilities allow teams to ask natural-language questions, automate recurring analysis, and receive actionable recommendations directly within their preferred AI tools. Amplitude also enables businesses to launch experiments, personalize user experiences, collect customer feedback, and measure the impact of every product change. With integrations, governance controls, and enterprise-grade security, it provides trusted data for product, engineering, marketing, and executive teams. Amplitude helps organizations make faster, data-driven decisions that improve acquisition, retention, monetization, and overall digital experiences.Starting Price: Free -
30
Sprig
Sprig
Go beyond analytics and elevate your product with user insights, delivered fast. Capture insights from specific user cohorts based on their characteristics and the actions they take in your product. Leverage the full Sprig platform to learn from your users across every stage of product development. Record clips of your user sessions alongside their in-product feedback. Surface and solve pain points in your core flows before they become problems. Learn what your power users love, hate, and want to see next in your product. Identify user behavior patterns that lead to churn and learn how to reduce them.Starting Price: $175 per month -
31
Espresso AI
Espresso AI
Espresso AI is a data-warehouse optimization system built to reduce the compute and query costs of platforms like Snowflake and Databricks SQL by deploying machine-learning agents that manage scaling, scheduling, and query rewriting in real time. It layers three core agents; an autoscaling agent that predicts workload spikes and minimizes idle compute, a scheduling agent that routes queries dynamically across clusters to maximize utilization and significantly reduce idle time, and a query agent that rewrites SQL using large language models combined with formal verification to ensure equivalent results while improving efficiency. It offers fast deployment (minutes rather than months) and a pricing model tied to savings, so that if it does not reduce your bill, you don’t pay. By automating hundreds of thousands of optimization decisions per day, Espresso AI provides dramatic cost reductions while enabling engineering teams to focus on value-add features. -
32
Orchestra
Orchestra
Orchestra is a Unified Control Plane for Data and AI Operations, designed to help data teams build, deploy, and monitor workflows with ease. It offers a declarative framework that combines code and GUI, allowing users to implement workflows 10x faster and reduce maintenance time by 50%. With real-time metadata aggregation, Orchestra provides full-stack data observability, enabling proactive alerting and rapid recovery from pipeline failures. It integrates seamlessly with tools like dbt Core, dbt Cloud, Coalesce, Airbyte, Fivetran, Snowflake, BigQuery, Databricks, and more, ensuring compatibility with existing data stacks. Orchestra's modular architecture supports AWS, Azure, and GCP, making it a versatile solution for enterprises and scale-ups aiming to streamline their data operations and build trust in their AI initiatives. -
33
Gainsight PX
Gainsight
Gainsight PX enables you to deeply understand what users are doing in your product, collect feedback, and create in-app engagements like walkthroughs and guides to drive onboarding and adoption. Visualize how cohorts of users naturally move through your product. Identify key dropoff points or areas of low feature or module usage. Determine which features correlate with high user satisfaction and long-term retention. Analyze adoption and retention by specific user segments or attributes. Onboard and drive users to key features with in-product engagement. Build in-app guides to walk users through product setup and introduce core features. Leverage guides, tooltips, and hotspots to activate usage of new or lesser-known features. Create highly personalized engagement experiences based on user characteristics such as role, geography, historical product behavior, and more. -
34
rakam
Rakam
rakam provides verticalized reporting features for different teams's reporting needs so, your teams are not restricted in a single interface. rakam turns the questions you ask within user interface to SQL while hiding the complexity from the end-users. rakam doesn't load any data into your data warehouse, it expects you to have all the data inside your data-warehouse and lets you analyze the data without pulling the data outside your data warehouse, the single source of truth. Link to our blog post about the topic. rakam natively supports dbt core as the data modeling layer. rakam doesn't run your dbt transformations, instead connects to your GIT repository and synchronizes your dbt models automatically. rakam can create incremental dbt models, make use of them to speed up your queries and reduce the query costs on your database. When you define aggregates in your dbt resource files, rakam creates roll-up models programmatically hiding the complexity from end-users.Starting Price: $25 per user per month -
35
FeatureByte
FeatureByte
FeatureByte is your AI data scientist streamlining the entire lifecycle so that what once took months now happens in hours. Deployed natively on Databricks, Snowflake, BigQuery, or Spark, it automates feature engineering, ideation, cataloging, custom UDFs (including transformer support), evaluation, selection, historical backfill, deployment, and serving (online or batch), all within a unified platform. FeatureByte’s GenAI‑inspired agents, data, domain, MLOps, and data science agents interactively guide teams through data acquisition, quality, feature generation, model creation, deployment orchestration, and continued monitoring. FeatureByte’s SDK and intuitive UI enable automated and semi‑automated feature ideation, customizable pipelines, cataloging, lineage tracking, approval flows, RBAC, alerts, and version control, empowering teams to build, refine, document, and serve features rapidly and reliably. -
36
Usermaven
Usermaven
Imagine knowing all about your audience; Usermaven gives you the power to see, understand, and act on your data like never before. Start your 30-day free trial and discover the hidden gems in your data. Usermaven's accurate tracking captures all events automatically, removing the dependence on developers and making it the easiest and most effective analytics tool for marketers and product professionals. Go beyond basic tracking with Usermaven's comprehensive suite of analytics tools. Gain in-depth website & product insights, understand user behavior, and optimize your marketing & product strategies for success. Usermaven offers real-time, user-friendly website analytics, simplifying your daily metrics check. Easily spot onboarding hurdles, boost engagement, and enhance customer retention, no developer needed. Usermaven gives you a complete 360-degree view of your contacts (visitors, users & companies) data in one place. See what they do on your website/app in real-time.Starting Price: $14 per month -
37
Nexly
Nexly
Nexly is a privacy-first product analytics platform for web, mobile, and backend applications. It combines traffic analytics, custom events, funnels, reports, and AI Insights in one dashboard. Teams can connect Claude, Cursor, Codex, and other AI tools through a hosted read-only MCP server secured with OAuth 2.1. Pricing is based on event volume, while every plan includes the complete feature set. Nexly is currently in beta.Starting Price: Freemium (event-based) -
38
PostHog
PostHog
PostHog is the single, open-source platform to analyze, test, observe, and deploy new features. We enable developers to build better products by providing the tools they need to capture events, perform analytics, record user sessions, conduct experiments, deploy new features, and more, all in one platform. PostHog can replace multiple tools you may currently use with one single, interoperable platform that lets you combine data in new ways. Available tools include... - Product Analytics, replaces Amplitude - Web Analytics, replaces Google Analytics - Feature Flags, replaces LaunchDarkly - Session Replay, replaces Fullstory - Mobile Replay, replaces LogRocket - Surveys, replaces Pendo - A/B Experiments, like VWO - Data Warehouse, replaces Looker - CDP, replaces Segment And we're constantly shipping new things! Plus, everything in PostHog includes a generous free tier each month so small teams don't have to worry about costs, after which you only pay for usage.Starting Price: Free -
39
Qualetics
Qualetics
Embed custom-developed insights in your apps such as recommendation engines, sentiment analysis, anomaly detection, and fraud detection while receiving user engagement analytics delivering new value to your customers and product analytics for your teams. Advanced analytics delivered through Qualetics’ secure, the multi-tenant interface generates new levels of collaboration between your team and your customers as they view, analyze, share, export, and subscribe to valuable insights in real-time. Qualetics’ AIMS captures multi-dimensional data points from your apps in real-time powering advanced analytics and AI-based outcomes. With the help of our proprietary page rank and error ranking algorithm, we provide a quality index of your product with breakdowns that inform you how critical the errors are, how frequently they occur, and how many users are impacted. With the help of Qualetics, your product’s Performance Index score informs you how your application is performing.Starting Price: $99 per month -
40
Mason
Mason
Mason learns from every query you write. Seamlessly query, visualize and share data with your team. Generate SQL and tweak the result using our best-in-class AI assistant. Mason automatically recommends and completes your joins for you. Say goodbye to scrolling an endless list of tables. Connect securely to BigQuery, Snowflake, PostgreSQL, and Redshift. Everything you need to effectively collaborate with your team members. Review query versions. See who made changes. Restore to any point in time. Discover all your team's queries in the shared query library. Stay focused by visualizing your queries in team-specific dashboards. Get feedback directly in your code. Experience a data tool that doesn't waste your time. Discover, navigate, and perform any action from anywhere. Stay in the flow using keyboard shortcuts. Experience the fastest way to query, visualize, and share. Our realtime sync delivers more than 100ms interactions worldwide.Starting Price: $12 per month -
41
Exeechain
Exeechain
Exeechain is an AI-native customer success platform for B2B SaaS teams that predicts customer churn 30 days early, automates QBRs, and runs retention playbooks, live in 15 minutes, from $299/mo. Unlike Gainsight or ChurnZero, Exeechain is AI-driven from day one. Every customer gets a daily health score (0–100) with the three exact risk drivers in plain English. Behavioral signals from Stripe, Salesforce, HubSpot, Slack, Zendesk, Intercom, Mixpanel, Snowflake, and BigQuery feed a single churn prediction engine that fires automated retention sequences the moment risk is detected. Key features: AI churn prediction · customer health scoring · QBR automation · retention playbooks · champion tracking · revenue forecasting · AI Copilot · anomaly detection · competitor battle cards. 80% cheaper than Gainsight and ChurnZero. No implementation fees. SOC 2 Type II · GDPR · 99.99% uptime.Starting Price: $299/month/user -
42
Hackolade
Hackolade
Hackolade Studio is a powerful data modeling platform that supports a wide range of technologies including relational SQL and NoSQL databases, cloud data warehouses, APIs, streaming platforms, and data exchange formats. Designed for modern data architecture, it enables users to visually design, document, and evolve schemas across systems like Oracle, PostgreSQL, Databricks, Snowflake, MongoDB, Cassandra, DynamoDB, Neo4j, Kafka (with Confluent Schema Registry), OpenAPI, GraphQL, and more. Hackolade Studio offers forward and reverse engineering, schema versioning, model validation, and integration with metadata catalogs such as Unity Catalog and Collibra. It empowers data architects, engineers, and governance teams to collaborate on consistent, governed, and scalable data models. Whether building data products, managing API contracts, or ensuring regulatory compliance, Hackolade Studio streamlines the process in one unified interface.Starting Price: €175 per month -
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Invest your time in your project, and we’ll take care of database maintenance: software backups, monitoring, fault tolerance, and updates. ClickHouse is great at handling queries to large amounts of data in real time, while column-based storage saves space due to strong data compression. All DBMS connections are encrypted using the TLS protocol. Data is secured in accordance with the requirements of local regulatory, GDPR, and ISO industry standards. Visualize the data structure in your ClickHouse cluster and send SQL queries to databases from the management console. The service also provides data replication between database hosts (both inside and between availability zones) and automatically switches the load over to a backup replica in the event of a failure.Starting Price: $42.51 per month
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Text2SQL.AI
Text2SQL.AI
Generate SQL with AI in seconds. Turn your thoughts into complex SQL queries using natural language. Text2SQL.AI uses theOpenAI GPT-3 Codexmodel which can translate English prompts to SQL queries, and SQL queries to English text. It is currently the most advanced Natural Language Processing tool available, and this is the exact same model which used by Github Copilot. The app currently supports: SQL generation from English textual instructions. Supports SELECT, UPDATE, DELETE queries, CREATE and ALTER TABLE requests, constraints, window functions, and literally everything! SQL query explanation to plain English Your custom database schema (tables, fields, types) connection (with history) SQL dialects for MySQL, PostgreSQL, Snowflake, BigQuery, MS SQL Server... If you have any other feature request, please let us know. -
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Hyper-Q
Datometry
Adaptive Data Virtualization™ technology enables enterprises to run their existing applications on modern cloud data warehouses, without rewriting or reconfiguring them. Datometry Hyper-Q™ lets enterprises adopt new cloud databases rapidly, control ongoing operating expenses, and build out analytic capabilities for faster digital transformation. Datometry Hyper-Q virtualization software allows any existing applications to run on any cloud database, making applications and databases interoperable. Enterprises can now adopt the cloud database of choice, without having to rip, rewrite and replace applications. Enables runtime application compatibility with Transformation and Emulation of legacy data warehouse functions. Deploys transparently on Azure, AWS, and GCP clouds. Applications can use existing JDBC, ODBC and Native connectors without changes. Connects to major cloud data warehouses, Azure Synapse Analytics, AWS Redshift, and Google BigQuery. -
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REGRESSwise
iQspeaks Limited
REGRESSwise is an enterprise-grade regression testing platform built natively for Google BigQuery. Developed by iQspeaks Limited, it enables data engineering and QA teams to automate validation of high-scale data pipelines with fast and reliable before-and-after comparison testing. The platform supports schema validation, row-level comparison, and aggregate-level validation to identify data inconsistencies, schema drift, and transformation issues before production deployment. REGRESSwise integrates directly into existing CI/CD workflows and complements dbt testing by validating output data rather than transformation logic. Built for enterprise environments, REGRESSwise processes millions of data points efficiently while ensuring data integrity, auditability, and low BigQuery compute costs. The platform is ideal for organizations using GCP and BigQuery for analytics and large-scale data transformation workloads.Starting Price: $500 -
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ER/Studio Data Architect
ER/Studio
ER/Studio Data Architect is a powerful data modeling solution that helps organizations design, document, and optimize data structures across modern platforms. It enables architects and database professionals to build conceptual, logical, and physical data models that connect business definitions with technical implementation, ensuring consistent meaning and reliable analytics. The platform supports forward and reverse engineering, allowing teams to generate databases from models or reverse engineer existing systems for documentation and improvement. Schema compare and merge tools simplify change management, while visual diagrams make complex data structures easier to understand. ER/Studio supports platforms including SQL Server, Oracle, PostgreSQL, Snowflake, Databricks, and JSON architectures. Automation tools, impact analysis, and the AI-powered ERbert modeling assistant help accelerate model creation while maintaining structured, scalable data architecture.Starting Price: $2,687 per user -
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Tokern
Tokern
Open source data governance suite for databases and data lakes. Tokern is a simple to use toolkit to collect, organize and analyze data lake's metadata. Run as a command-line app for quick tasks. Run as a service for continuous collection of metadata. Analyze lineage, access control and PII datasets using reporting dashboards or programmatically in Jupyter notebooks. Tokern is an open source data governance suite for databases and data lakes. Improve ROI of your data, comply with regulations like HIPAA, CCPA and GDPR and protect critical data from insider threats with confidence. Centralized metadata management of users, datasets and jobs. Powers other data governance features. Track Column Level Data Lineage for Snowflake, AWS Redshift and BigQuery. Build lineage from query history or ETL scripts. Explore lineage using interactive graphs or programmatically using APIs or SDKs. -
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GRAX
GRAX
GRAX is the leader in Salesforce Data Protection throughout its lifecycle, where you can own and control 100% of your Salesforce data. GRAX is disrupting the Salesforce data protection industry by combining Salesforce data backup, recovery, and archiving with scalable data operations (Data Management - DataOps) for a true Salesforce Data Lifecycle Management solution. The same tool that lets you backup, archive, and recover your Salesforce historical data is also the best way to capture, ingest, and pipe those historical versions of your data into your DataOps ecosystem. Reuse and consume your CRM data in industry tools, such as AWS SageMaker, Power BI by Azure, AWS Redshift, Tableau, AWS QuickSight, Snowflake, Google BigQuery, and many others.Starting Price: $9,000/mo per Salesforce Org -
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Kissmetrics
Kissmetrics
Accelerate growth by seeing what’s happening on your website and apps. Kissmetrics is ideally suited for SaaS product and marketing teams because we give you the information you need to acquire qualified prospects, convert more trials into paying customers, and reduce churn. Kissmetrics is also suited for ecommerce product and marketing teams because we give you the information you need to optimize your checkout funnel, convert more visitors into loyalists, and increase the lifetime value of your customers.Starting Price: $500.00/month
