Page 3 | Compare Business Software for Snowflake: December 2025 Reviews & Comparison

Sifflet

Automatically cover thousands of tables with ML-based anomaly detection and 50+ custom metrics. Comprehensive data and metadata monitoring. Exhaustive mapping of all dependencies between assets, from ingestion to BI. Enhanced productivity and collaboration between data engineers and data consumers. Sifflet seamlessly integrates into your data sources and preferred tools and can run on AWS, Google Cloud Platform, and Microsoft Azure. Keep an eye on the health of your data and alert the team when quality criteria aren’t met. Set up in a few clicks the fundamental coverage of all your tables. Configure the frequency of runs, their criticality, and even customized notifications at the same time. Leverage ML-based rules to detect any anomaly in your data. No need for an initial configuration. A unique model for each rule learns from historical data and from user feedback. Complement the automated rules with a library of 50+ templates that can be applied to any asset.

2 Ratings

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Phrase Localization Platform

The Phrase Localization Platform is a unique, AI-powered language platform that integrates translation, scoring, and automation tools in one place for businesses and language service providers. It offers scalability, a vendor-neutral approach, and advanced analytics for performance optimization. Ready-to-use with access to all of its key products, it facilitates easy start-up and rapid scaling. With single sign-on (SSO) and an intuitive interface, Phrase provides a user-friendly, centralized ecosystem. The Phrase Localization Platform includes: Phrase Translation Management System (Phrase TMS) Translation project management with industry-grade CAT tools Phrase Strings Developer-friendly tool for software, games, and website copy localization Phrase Orchestrator No-code, customizable workflows that automate your manual processes Phrase Language AI, Phrase Custom AI, Phrase Portal, Phrase Quality Technologies, as well as over 50 integrations.

1 Rating

Starting Price: $27 per month

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PopSQL

PopSQL is a collaborative SQL editor and workspace that connects everyone in the data analysis process so that teams can obtain better data insights and visualizations by asking the right questions, together. * Get answers faster with real-time collaboration, version history, searchable shared queries and folders. We make it easy for your power SQL users and data analysts to work with business stakeholders * Built-in data visualization & sharing lets you go from query to chart to Slack in seconds. Build, schedule and push real-time insights and dashboards, in just a few clicks. * Our modern and elegant cloud-based workspace offers a rich SQL editing experience. Dive right in, connect to your databases and iterate on analyses from anywhere. We offer native macOS, Windows, and Linux clients. * One workspace to get it done: PopSQL puts your database connections, shared credentials and an intuitive data catalog at your fingertips so you can access & mine your data, safely, securely

1 Rating

Starting Price: $199 per month

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TimeXtender

TimeXtender is the holistic solution for data integration. TimeXtender provides all the features you need to build a future-proof data infrastructure capable of ingesting, transforming, modeling, and delivering clean, reliable data in the fastest, most efficient way possible - all within a single, low-code user interface. You can't optimize for everything all at once. That's why we take a holistic approach to data integration that optimizes for agility, not fragmentation. By using metadata to unify each layer of the data stack and automate manual processes, TimeXtender empowers you to build data solutions 10x faster, while reducing your costs by 70%-80%. We do this for one simple reason: because time matters.

1 Rating

Starting Price: $1,600/month

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DeepSeek

DeepSeek is a cutting-edge AI assistant powered by the advanced DeepSeek-V3 model, featuring over 600 billion parameters for exceptional performance. Designed to compete with top global AI systems, it offers fast responses and a wide range of features to make everyday tasks easier and more efficient. Available across multiple platforms, including iOS, Android, and the web, DeepSeek ensures accessibility for users everywhere. The app supports multiple languages and has been continually updated to improve functionality, add new language options, and resolve issues. With its seamless performance and versatility, DeepSeek has garnered positive feedback from users worldwide.

1 Rating

Starting Price: Free

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Mitzu

Mitzu.io

Mitzu.io is a warehouse-native analytics platform designed for SaaS and e-commerce businesses. It enables teams to derive actionable insights directly from their data warehouses or lakes without complex data modeling or copying data into third-party systems. The platform integrates seamlessly with popular data storage solutions like Snowflake, BigQuery, Redshift, Databricks, and Trino. Mitzu's key feature is its capability to provide self-service analytics. It empowers non-technical users like product managers, marketers, and sales teams to explore data and generate insights without SQL expertise. The platform automatically generates SQL queries based on user interactions, providing real-time analytics for monitoring user behavior, feature usage, and engagement patterns. One of Mitzu's main advantages is that it works directly on raw datasets in the warehouse, eliminating the need for data duplication. Also, it works with seat-based pricing! Cheaper than the alternatives.

1 Rating

Starting Price: $95 per month

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FullContact

FullContact is a privacy-safe Identity Resolution company building trust between people and brands. We deliver the capabilities needed to create tailored customer experiences, improve ad targeting along with measurement as well as improve identity verification and fraud solutions by unifying data and applying insights in the moments that matter.

1 Rating

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Customer.io

Customers are bombarded with messages every day, and most go ignored. Customer.io is a customer engagement platform designed for tech-savvy organizations to create personalized customer journeys that engage, convert, and scale. Fueled by first-party data, teams can manage and tailor their customer messages across all channels, including email, in-app, push, SMS, and webhooks – all within one intuitive platform. Today, 7,400+ brands trust their messaging needs with Customer.io, and G2 recently recognized us as a Best Software award winner in the Marketing and Digital Advertising Products category. Customer.io’s suite of products includes Journeys, a messaging automation tool, Data Pipelines, a customer data platform; and Parcel, a code editor designed for email. Founded in 2012, Customer.io is a globally distributed, remote-first company named one of the fastest-growing private companies on the 2024 Inc. 5000 list.

1 Rating

Starting Price: $150 per month

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Domino Enterprise MLOps Platform

Domino Data Lab

The Domino platform helps data science teams improve the speed, quality, and impact of data science at scale. Domino is open and flexible, empowering professional data scientists to use their preferred tools and infrastructure. Data science models get into production fast and are kept operating at peak performance with integrated workflows. Domino also delivers the security, governance and compliance that enterprises expect. The Self-Service Infrastructure Portal makes data science teams become more productive with easy access to their preferred tools, scalable compute, and diverse data sets. The Integrated Model Factory includes a workbench, model and app deployment, and integrated monitoring to rapidly experiment, deploy the best models in production, ensure optimal performance, and collaborate across the end-to-end data science lifecycle. The System of Record allows teams to easily find, reuse, reproduce, and build on any data science work to amplify innovation.

1 Rating

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Retool

Retool is an application development platform that enables developers to combine the benefits of traditional software development with a drag-and-drop UI editor and AI to build internal tools radically faster. Building in Retool fits with how you develop software today—deploy it anywhere, connect to any internal service, import your libraries, debug with your toolchain, and share it securely to users—ensuring good and well-governed software by default. Retool is used by industry leaders such as Amazon, American Express, DoorDash, OpenAI, and Mercedes Benz for mission critical custom software across operations, billing, and customer support.

1 Rating

Starting Price: $10 per user per month

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OvalEdge

OvalEdge is a cost-effective data catalog designed for end-to-end data governance, privacy compliance, and fast, trustworthy analytics. OvalEdge crawls your organizations’ databases, BI platforms, ETL tools, and data lakes to create an easy-to-access, smart inventory of your data assets. Using OvalEdge, analysts can discover data and deliver powerful insights quickly. OvalEdge’s comprehensive functionality enables users to establish and improve data access, data literacy, and data quality.

1 Rating

Starting Price: $1,300/month

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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.

1 Rating

Starting Price: $63 one time payment

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DvSum

DvSum is a AI-powered Data Intelligence platform that makes it remarkably easier for your data and analytics teams to discover, monitor, and govern data. With powerful AI-enabled algorithms, DvSum automatically catalogues, classifies, and curates your data and makes it available as an actionable Data Catalog. Propel your enterprise towards its digital and analytics enabled transformation goals with DvSum Data Intelligence.

1 Rating

Starting Price: $1000/ per month

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Peoplebox

It provides a single platform for performance reviews, 360-degree reviews, aligned goals (OKRs), 1:1s, surveys, KPIs, task/project management, strategic meetings and people analytics. Unlike other tools, its integration with Slack/Teams goes beyond notifications and lets you do entire performance reviews, engagement surveys, and OKR check-ins right within Slack/Teams. Another reason that makes it unique is its unmatched customization, intuitiveness and great customer support to help you tailor everything. Here are some features - Automated goal & project tracking, goal-based 360 reviews, custom weightage for goals, competency, and values, advanced formula for final rating calculation, Calibration, 9-box, personalized reminders, real-time engagement insights, KPI tracking, expert-built templates, single-form customization for different teams, and form personalization.

1 Rating

Starting Price: $6 per employee per month

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Nuvento

Nuvento Inc. is a digital technology services and consulting firm that helps growing businesses transform their operations and services with powerful digital applications and platforms. Our specialties include the following: 1. Digital Strategy and Technology Consulting 2. The ABCD model of AI and Automation, Business Platforms and Transformation, Cloud Engineering, and Data Engineering 3. Accelerating go-to-market strategies with rapid application development frameworks. 4. Cloud & Managed Services: We are partnered with technology powerhouses like Microsoft, AWS, and Databricks to enable powerful transformations with expertise in Azure migration service, AWS cloud migration, etc. with secured delivery over the cloud and on-premises. Headquartered in Cranbury, New Jersey, Nuvento is growing its presence globally. We're now in; Overland Park, Kansas, Nova Scotia, Canada; Bengaluru and Cochin, India.

1 Rating

Starting Price: Free to start

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Claude

Anthropic

Claude is an artificial intelligence large language model that can process and generate human-like text. Anthropic is an AI safety and research company that’s working to build reliable, interpretable, and steerable AI systems. Large, general systems of today can have significant benefits, but can also be unpredictable, unreliable, and opaque: our goal is to make progress on these issues. For now, we’re primarily focused on research towards these goals; down the road, we foresee many opportunities for our work to create value commercially and for public benefit.

1 Rating

Starting Price: Free

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Columns

Columns lets you connect many different data sources - including spreadsheets, Excel, uploaded csv, database, or services. Columns uses AI to generate query recommendations, and produce insights as visual stories from your data through its cloud computing infrastructure. On Columns, you can use design tools, voice, and shapes to collaborate on the visualization to craft a beautiful visual story. At last, you can share your story with your audience in all different ways - web, email, message, or presentation. As a storyteller, we want you to maximize your influence. Use shapes, colors, annotations, and animations to build vivid stories to share. Columns makes communicating with your team easy. Connect to Slack and you're one click away from seamless sharing and instant feedback.

1 Rating

Starting Price: $15 per month

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n8n

Build complex automations 10x faster, without fighting APIs. Your days spent slogging through a spaghetti of scripts are over. Use JavaScript when you need flexibility and UI for everything else. n8n allows you to build flexible workflows focused on deep data integration. And with sharable templates and a user-friendly UI, the less technical people on your team can collaborate on them too. Unlike other tools, complexity is not a limitation. So you can build whatever you want — without stressing over budget. Connect APIs with no code to automate basic tasks. Or write vanilla Javascript when you need to manipulate complex data. You can implement multiple triggers. Branch and merge your workflows. And even pause flows to wait for external events. Interface easily with any API or service with custom HTTP requests. Avoid breaking live workflows by separating dev and prod environments with unique sets of auth data.

1 Rating

Starting Price: $20 per month

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DataClarity Unlimited Analytics

DataClarity

DataClarity Unlimited Analytics is the only free modern embeddable data and analytics platform in the world that provides a self-service, powerful, secure and seamless end-to-end experience. Highlights: SIMPLIFIED DATA INTEGRATION – Easily connect, join, curate, cache and catalog diverse data through drag and drop, custom SQL builder & AI-powered data profiling. | INTERACTIVE DASHBOARDS – craft compelling reports using 80 stunning visualizations, geospatial maps and flexibility to bring your own charts. | REAL-TIME ANALYSIS – Perform advanced analysis & data exploration using drill-down, drill-through, filters, built-in statistical & predictive models, or your own Python and R code. | SEAMLESS APPLICATION INTEGRATION – Achieve smooth integration with versatile APIs, tailor-made configurations & flexible embedding features. | SECURITY & GOVERNANCE – Ensure adherence to your security guidelines, governance standards, multitenancy, row-level data protection, and Single Sign-On (SSO).

1 Rating

Starting Price: FREE

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GPT-4o

OpenAI

GPT-4o (“o” for “omni”) is a step towards much more natural human-computer interaction—it accepts as input any combination of text, audio, image, and video and generates any combination of text, audio, and image outputs. It can respond to audio inputs in as little as 232 milliseconds, with an average of 320 milliseconds, which is similar to human response time (opens in a new window) in a conversation. It matches GPT-4 Turbo performance on text in English and code, with significant improvement on text in non-English languages, while also being much faster and 50% cheaper in the API. GPT-4o is especially better at vision and audio understanding compared to existing models.

1 Rating

Starting Price: $5.00 / 1M tokens

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DeepSeek-V3

DeepSeek

DeepSeek-V3 is a state-of-the-art AI model designed to deliver unparalleled performance in natural language understanding, advanced reasoning, and decision-making tasks. Leveraging next-generation neural architectures, it integrates extensive datasets and fine-tuned algorithms to tackle complex challenges across diverse domains such as research, development, business intelligence, and automation. With a focus on scalability and efficiency, DeepSeek-V3 provides developers and enterprises with cutting-edge tools to accelerate innovation and achieve transformative outcomes.

1 Rating

Starting Price: Free

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GPT-4.1

OpenAI

GPT-4.1 is an advanced AI model from OpenAI, designed to enhance performance across key tasks such as coding, instruction following, and long-context comprehension. With a large context window of up to 1 million tokens, GPT-4.1 can process and understand extensive datasets, making it ideal for tasks like software development, document analysis, and AI agent workflows. Available through the API, GPT-4.1 offers significant improvements over previous models, excelling at real-world applications where efficiency and accuracy are crucial.

1 Rating

Starting Price: $2 per 1M tokens (input)

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Claude Opus 4

Anthropic

Claude Opus 4 represents a revolutionary leap in AI model performance, setting a new standard for coding and reasoning capabilities. As the world’s best coding model, Opus 4 excels in handling long-running, complex tasks, and agent workflows. With sustained performance that can run for hours, it outperforms all prior models—including the Sonnet series—making it ideal for demanding coding projects, research, and AI agent applications. It’s the model of choice for organizations looking to enhance their software engineering, streamline workflows, and improve productivity with remarkable precision. Now available on Anthropic API, Amazon Bedrock, and Google Cloud’s Vertex AI, Opus 4 offers unparalleled support for coding, debugging, and collaborative agent tasks.

1 Rating

Starting Price: $15 / 1 million tokens (input)

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Anomaly AI

Anomaly AI is a data analytics tool designed to handle large data sets. The platform is engineered with AI capabilities to automate the analysis of data and provide insightful, actionable outcomes. Via its comprehensive interface, users can create interactive and easily shareable dashboards. Anomaly AI supports various data upload formats including spreadsheets like Excel and CSV, and also connects with different databases like BigQuery and GA4. The platform is built to deal with significant data volumes, ensuring enterprise-grade security and intelligent data type detection. It optimizes data handling by scanning for quality issues, inconsistencies and anomalies in the data, facilitating the removal of duplicates, standardizing date formats and normalizing text fields among other operations.

1 Rating

Starting Price: $25/month

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Improvado

Improvado is an AI-powered marketing intelligence platform that enables marketing and analytics teams to unlock the full potential of their data for impactful business decisions. Designed for medium to large enterprises and agencies, Improvado seamlessly integrates, simplifies, governs, and attributes complex data from various sources, delivering a unified view of marketing ROI and performance. With 500+ ready-made connectors extracting over 40,000 data fields from virtually every marketing platform you use, Improvado seamlessly: - Integrates all your marketing and sales data into a unified dashboard - Normalizes disparate data structures into consistent, usable formats - Generates instant reports that previously took days to compile manually - Delivers real-time cross-channel performance insights - Automatically updates your visualization tools like Tableau, Looker, or Power BI

1 Rating

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Totango

Totango is a customer success platform built to help businesses streamline operations, drive retention, and scale revenue without limits. Designed for cross-functional teams, it unifies customer data, health insights, and engagement tools into one connected system. With flexible dashboards, automated workflows, and best-practice playbooks, teams can efficiently manage complex accounts and multi-product environments. Totango equips organizations to understand customer health in real time, proactively reduce churn, and deliver value at every stage of the journey. Its enterprise-grade security ensures data remains protected while teams execute at scale. As companies grow, Totango adapts with them, supporting thousands of customers through digital programs or high-touch strategies.

1 Rating

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Dataiku

Dataiku is an advanced data science and machine learning platform designed to enable teams to build, deploy, and manage AI and analytics projects at scale. It empowers users, from data scientists to business analysts, to collaboratively create data pipelines, develop machine learning models, and prepare data using both visual and coding interfaces. Dataiku supports the entire AI lifecycle, offering tools for data preparation, model training, deployment, and monitoring. The platform also includes integrations for advanced capabilities like generative AI, helping organizations innovate and deploy AI solutions across industries.

1 Rating

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Microsoft Viva Goals

Microsoft

Accelerate business performance using OKRs. Enabling startups, growing departments and large enterprises to achieve alignment, agility, and transparency. Easily create and automatically update OKRs from tools your team is already using. Visualize alignment across the organization and understand progress. Understand performance at all levels of the organization in near real-time. Track objectives from inside the day-to-day workflow through a seamless integration with productivity tools like Microsoft Teams. Gain the expertise, professional training, coaching and dedicated support you need to ensure a successful OKR roll-out. Easily create, manage and update OKRs across popular business tools, or connect data through our API for seamless connection across systems. Ally helps startups stay agile, by aligning important objectives around the critical outcomes your business needs to achieve in order to grow.

1 Rating

Starting Price: $6 per user per month

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Syncari

Syncari, a leader in data unification and automation, is modernizing enterprise master data with its innovative Autonomous Data Management platform. Syncari is revolutionizing how enterprises handle data by ensuring comprehensive accuracy, centralized governance, and democratized access. This approach facilitates near real-time decision-making and AI integration, enhancing observability and operations across multiple domains. By accelerating the speed to business impact, Syncari enhances decision-making capabilities and empowers organizations to fully leverage their data for substantial value extraction. Syncari ADM is one cohesive platform to sync, unify, govern, enhance, and access data across your enterprise. Experience continuous unification, data quality, distribution, programmable MDM, and distributed 360°.

1 Rating

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Lyzr

Lyzr AI

Lyzr Agent Studio is a low-code/no-code platform for enterprises to build, deploy, and scale AI agents with minimal technical complexity. Built on Lyzr's robust Agent Framework - the first and only agent framework to have safe and responsible AI natively integrated into the core agent architecture, this platform allows you to build AI Agents while keeping enterprise-grade safety and reliability in mind. The platform allows both technical and non-technical users to create AI-powered solutions that drive automation, improve operational efficiency, and enhance customer experiences—without the need for extensive coding expertise. Whether you're deploying AI agents for Sales, Marketing, HR, or Finance, or building complex, industry-specific applications for sectors like BFSI, Lyzr Agent Studio provides the tools to create agents that are both highly customizable and compliant with enterprise-grade security standards.

1 Rating

Starting Price: $19/month/user

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Business Software for Snowflake - Page 3

Top Software that integrates with Snowflake as of December 2025 - Page 3

Sifflet

Phrase Localization Platform

PopSQL

TimeXtender

DeepSeek

Mitzu

FullContact

Customer.io

Domino Enterprise MLOps Platform

Retool

OvalEdge

DbSchema

DvSum

Peoplebox

Nuvento

Claude

Columns

n8n

DataClarity Unlimited Analytics

GPT-4o

DeepSeek-V3

GPT-4.1

Claude Opus 4

Anomaly AI

Improvado

Totango

Dataiku

Microsoft Viva Goals

Syncari

Lyzr