Page 11 | Compare Business Software for Snowflake: December 2025 Reviews & Comparison

GPT-4.1 mini

OpenAI

GPT-4.1 mini is a compact version of OpenAI’s powerful GPT-4.1 model, designed to provide high performance while significantly reducing latency and cost. With a smaller size and optimized architecture, GPT-4.1 mini still delivers impressive results in tasks such as coding, instruction following, and long-context processing. It supports up to 1 million tokens of context, making it an efficient solution for applications that require fast responses without sacrificing accuracy or depth.

Starting Price: $0.40 per 1M tokens (input)

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Flexprice

Flexprice is an open source, developer-first platform designed to simplify metering, pricing, and invoicing for SaaS and AI products. It enables teams to build usage-based, credit-based, or hybrid pricing models with full control. Flexprice's real-time usage metering allows you to define granular events, such as API calls, compute time, or custom actions, and track them reliably, even at scale. It supports prepaid and promotional credits, auto top-ups, and expiration rules, all configurable without extra logic. Its flexible pricing engine lets you define and iterate on seat-based, usage-based, or hybrid plans, override them per customer, and adapt pricing over time without additional engineering effort. With built-in feature management, you can define Boolean, metered, and config features per plan and customer, enforcing limits directly in your backend. Flexprice generates accurate invoices from real-time usage, subscriptions, or credits.

Starting Price: $300 per month

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GPT-4.1 nano

OpenAI

GPT-4.1 nano is the smallest and most efficient version of OpenAI's GPT-4.1 model, optimized for low-latency, cost-effective AI processing. Despite its compact size, GPT-4.1 nano delivers strong performance with a 1 million token context window, making it ideal for applications like classification, autocompletion, and smaller-scale tasks that require fast responses. It provides a highly efficient solution for businesses and developers who need an AI model that balances speed, cost, and performance.

Starting Price: $0.10 per 1M tokens (input)

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SQLPro Studio

SQLPro Studio is a fully native, cross-platform database management tool. It supports a wide range of database systems and provides several features including syntax highlighting, SQL autocompletion, customizable themes, and tabbed interfaces for managing multiple queries simultaneously. It also offers cloud support for services like Amazon RDS, Microsoft Azure, and Heroku, along with SSH tunneling and master password protection for enhanced security. SQLPro Studio is optimized for performance and user experience, providing an intuitive interface without relying on Java, ensuring faster and more reliable operation. You can execute multiple queries and have the results for each displayed at the same time, including any errors and messages. SQLPro boasts an intuitive interface, where the most basic to advanced database needs are easily accessible.

Starting Price: $17.07 per month

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Smart Apartment Data

Smart Apartment Data is a comprehensive platform offering nationwide multifamily data and analytics, serving over 10,000 industry professionals. It provides tools tailored for various roles in the real estate sector, including smart analytics for investors and analysts, smart supplier for vendors and sales representatives, smart locating for apartment locators and real estate agents, and smart community for apartment communities and onsite staff. It covers more than 230,000 properties, 14,000 pipeline projects, 11,000 management companies, and 90,000 personnel across all 50 states and 180 markets. Data is meticulously gathered by trained researchers through direct interactions with on-site staff and extensive quality audits, ensuring accuracy and reliability. Smart Apartment Data's services enable professionals to track performance, evaluate strategies, identify investment opportunities, and make informed decisions to stay competitive in the multifamily industry.

Starting Price: $385 per month

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Infactory

Infactory is an AI platform designed to help developers and enterprises build trustworthy AI assistants, agents, and search tools. It connects directly to various data sources, including PostgreSQL, MySQL, CSVs, and REST APIs, transforming them into AI-powered assets in seconds. Infactory ensures precise, verifiable answers by generating accurate queries and giving users complete control over AI responses. Infactory creates dynamic, custom query templates that answer typical business inquiries while remaining adjustable for unique requirements. Users can preview how their deployed queries will function through natural conversation, turning complex questions into instant, trustworthy answers. It also offers monitoring capabilities, providing transparency into query utilization, data asset value, usage patterns, and governance compliance.

Starting Price: $30 per month

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Nucleus

Nucleus is a data management platform designed to streamline and automate the handling of customer and operational data across various systems. It enables users to connect and link similar records through smart matching, utilizing exact and fuzzy matching techniques with customizable auto-match thresholds. It allows for the definition of trigger-based rules to automatically address data conflicts, duplications, and the emergence of new or missing records, ensuring consistent and reliable data across integrations. Nucleus supports the development of automations that update or send notifications based on detailed contact and revenue criteria, aiding in the maintenance of a comprehensive data strategy. It also facilitates the management of data loading and large-scale updates, aligning with multiple integration sources.

Starting Price: $160 per month

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VoltAgent

VoltAgent is an open source TypeScript AI agent framework that enables developers to build, customize, and orchestrate AI agents with full control, speed, and a great developer experience. It provides a complete toolkit for enterprise-level AI agents, allowing the design of production-ready agents with unified APIs, tools, and memory. VoltAgent supports tool calling, enabling agents to invoke functions, interact with systems, and perform actions. It offers a unified API to seamlessly switch between different AI providers with a simple code update. It includes dynamic prompting to experiment, fine-tune, and iterate AI prompts in an integrated environment. Persistent memory allows agents to store and recall interactions, enhancing their intelligence and context. VoltAgent facilitates intelligent coordination through supervisor agent orchestration, building powerful multi-agent systems with a central supervisor agent that coordinates specialized agents.

Starting Price: Free

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Cloudchipr

Cloudchipr is a cloud optimization platform designed to empower teams with AI agents to answer questions, explain anomalies, send reports, assign tasks, and more. It offers real-time observability and automation on live cloud resources, enabling users to see, track, and predict costs across AWS, GCP, and Azure. With features like dashboards, resource explorer, and live usage & management, Cloudchipr provides unified management of resources across all clouds. It supports cost allocation based on dynamic rules through Dimensions and offers no-code automation workflows to streamline operations. Users can integrate organizational tools for collaboration, track commitment utilization, and identify saving opportunities through a centralized dashboard. Cloudchipr ensures enterprise-grade security compliance and supports integrations with platforms like Snowflake and Kubernetes.

Starting Price: $49 per month

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Snowflake Cortex AI

Snowflake

Snowflake Cortex AI is a fully managed, serverless platform that enables organizations to analyze unstructured data and build generative AI applications within the Snowflake ecosystem. It offers access to industry-leading large language models (LLMs) such as Meta's Llama 3 and 4, Mistral, and Reka-Core, facilitating tasks like text summarization, sentiment analysis, translation, and question answering. Cortex AI supports Retrieval-Augmented Generation (RAG) and text-to-SQL functionalities, allowing users to query structured and unstructured data seamlessly. Key features include Cortex Analyst, which enables business users to interact with data using natural language; Cortex Search, a hybrid vector and keyword search engine for document retrieval; and Cortex Fine-Tuning, which allows customization of LLMs for specific use cases.

Starting Price: $2 per month

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Pinecone Rerank v0

Pinecone

Pinecone Rerank V0 is a cross-encoder model optimized for precision in reranking tasks, enhancing enterprise search and retrieval-augmented generation (RAG) systems. It processes queries and documents together to capture fine-grained relevance, assigning a relevance score from 0 to 1 for each query-document pair. The model's maximum context length is set to 512 tokens to preserve ranking quality. Evaluations on the BEIR benchmark demonstrated that Pinecone Rerank V0 achieved the highest average NDCG@10, outperforming other models on 6 out of 12 datasets. For instance, it showed up to a 60% boost on the Fever dataset compared to Google Semantic Ranker and over 40% on the Climate-Fever dataset relative to cohere-v3-multilingual or voyageai-rerank-2. The model is accessible through Pinecone Inference and is available to all users in public preview.

Starting Price: $25 per month

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ChatBetter

ChatBetter is a unified AI chat platform that gives you access to all major large language models in one intuitive interface. It automatically routes your prompts to the most suitable model for each task, predicts the ideal reasoning level, and lets you view the top 2–3 responses side by side to compare insights and identify disagreements. You can easily merge those responses into a comprehensive answer. With features like chaining models for complex workflows (e.g., using analytical models for research, planning models for structure, and writing models for output), folder-based organization, searchable history, context windows that persist across back-and-forth interactions, and editable memory, it streamlines productivity. For team use, ChatBetter supports single sign‑on, robust admin controls, custom branding, collaboration features, role-based access, MFA, IP restrictions, and more.

Starting Price: $20 per month

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Collate

Collate is an AI‑driven metadata platform that empowers data teams with automated discovery, observability, quality, and governance through agent‑based workflows. Built on the open source OpenMetadata foundation and a unified metadata graph, it offers 90+ turnkey connectors to ingest metadata from databases, data warehouses, BI tools, and pipelines, delivering in‑depth column‑level lineage, data profiling, and no‑code quality tests. Its AI agents automate data discovery, permission‑aware querying, alerting, and incident‑management workflows at scale, while real‑time dashboards, interactive analyses, and a collaborative business glossary enable both technical and non‑technical users to steward high‑quality data assets. Continuous monitoring and governance automations enforce compliance with standards such as GDPR and CCPA, reducing mean time to resolution for data issues and lowering total cost of ownership.

Starting Price: Free

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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

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Action Agent

WRITER

Action Agent is an autonomous AI with enterprise‑grade controls that reasons, runs code, and executes tasks across your data and systems without manual prompting. It lets you build custom agents with shared tools for IT and business teams, activate them via a unified interface, and supervise performance at scale with governance and monitoring features. By ingesting large data files, the agent can analyze complex datasets and generate charts, graphs, and presentations; draw insights from competitive landscapes and research; and create ready‑to‑use outputs based on high‑level instructions. Action Agent consistently ranks #1 on GAIA Level 3 and Computer Use benchmarks, demonstrating proficiency in web search and scraping, data analysis and visualization, browser and system navigation, task orchestration, file generation, and code execution. A forthcoming library of 80 + connectors will ground its autonomy in real workflows, integrating with core enterprise systems.

Starting Price: $29 per month

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DualEntry

DualEntry is #1 AI-native ERP built by and for accountants. It’s designed to scale with high-performing teams from mid-market to IPO, handling up to 40 billion transactions per business per month. 𝗕𝘂𝗶𝗹𝘁 𝗯𝘆 𝗮𝗰𝗰𝗼𝘂𝗻𝘁𝗮𝗻𝘁𝘀, 𝗳𝗼𝗿 𝗮𝗰𝗰𝗼𝘂𝗻𝘁𝗮𝗻𝘁𝘀, 𝗗𝘂𝗮𝗹𝗘𝗻𝘁𝗿𝘆 𝗼𝗳𝗳𝗲𝗿𝘀: • Multi-entity consolidation across global subsidiaries • Multi-currency support, covering 180 local currencies in 240 countries, with live FX rates • Automated intercompany eliminations and journal-entry posting • Custom workflows and granular access controls • Role-based, real-time dashboards • Audit-ready financials with SOX, SOC 2, and GDPR compliance • A flexible, complete GL that you can tailor to you with unlimited nestable classifications and custom feeds • Real-time insights and drillable, multi-dimensional reporting across entities • 13,000+ native bank connections covering 60+ countries • 200+ free, seamless integrations across CRM, AP, AR..

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ReadyBase

ReadyBase is an AI-native “chat‑to‑PDF” platform that transforms raw intelligence, such as notes, research, images, screenshots, files, or generated content, into polished, on-brand, presentation-ready PDFs in seconds without using rigid templates. It intelligently structures content by organizing sections, charts, images, and formatting; applies your brand’s visual identity (including typography, logo, spacing, and color palette); and outputs crisp PDFs or exportable screenshots ready for immediate sharing, presenting, or collaboration. It gives total creative freedom; every document is uniquely generated based on your input, making it ideal for creating one-pagers, executive briefs, client-ready deliverables, or research summaries with minimal manual effort and maximum visual impact.

Starting Price: $12 per month

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Blocks.diy

Blocks.diy is an AI-powered workplace productivity platform that lets teams build custom tools, workflows, and intelligent agents tailored to their own operational needs without requiring a dedicated development team. It combines an AI app builder with “smart agents” that can extract, analyze, and act on data across various systems, while letting users retain control over how they behave. It offers a marketplace of expert-built templates that teams can deploy instantly or customize to match their specific workflows. These tools shift work systems from passive repositories of information toward active systems that automate routine tasks, provide predictive insights, coordinate across platforms, and integrate seamlessly into existing workflows. Blocks.diy is designed for use by diverse teams, already adopted by hospitals, venture funds, and technical operations groups, and meets enterprise-grade compliance.

Starting Price: $16 per month

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Ardent

Ardent (at tryardent.com) is an AI data engineer platform that builds, maintains, and scales data pipelines with minimal human effort. It lets users issue natural language commands, and the system handles implementation, schema inference, lineage tracking, and error resolution autonomously. Ardent’s ingestors come preconfigured for many common data sources and work “out of the box,” enabling connection to warehouses, orchestration systems, and databases in under 30 minutes. It supports debugging on autopilot by referencing web and documentation knowledge, and is trained on thousands of real engineering tasks to solve complex pipeline issues with zero intervention. It is engineered to handle production contexts, managing numerous tables and pipelines at scale, running parallel jobs, triggering self-healing workflows, monitoring and enforcing data quality, and orchestrating operations through APIs or UI.

Starting Price: Free

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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

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Tiger Data

Tiger Data is the creator of TimescaleDB, the world’s leading PostgreSQL-based time-series and analytics database. It provides a modern data platform purpose-built for developers, devices, and AI agents. Designed to extend PostgreSQL beyond traditional limits, Tiger Data offers built-in primitives for time-series data, search, materialization, and scale. With features like auto-partitioning, hybrid storage, and compression, it helps teams query billions of rows in milliseconds while cutting infrastructure costs. Tiger Cloud delivers these capabilities as a fully managed, elastic environment with enterprise-grade security and compliance. Trusted by innovators like Cloudflare, Toyota, Polymarket, and Hugging Face, Tiger Data powers real-time analytics, observability, and intelligent automation across industries.

Starting Price: $30 per month

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Rox

Rox is an AI-powered revenue-operations platform designed to transform how enterprise sales teams engage with customers. The platform unifies fragmented data, such as CRM entries, call recordings, and transactional systems, into a central system of record, and layers on an “agent swarm” of always-on AI assistants that monitor accounts, surface risks and opportunities in real time, draft personalized outreach, and automate administrative tasks. Built to be warehouse-native, Rox connects directly to your existing data infrastructure, enriches it with external signals (like news, job postings, and financial updates), and delivers actionable insights via voice, chat, or workflow presentation. The system integrates with legacy tools and is focused on account-based revenue motions, helping sellers reclaim hours weekly, increase engagement by more than 30% and double sales-accepted pipeline in early customer cases.

Starting Price: $50 per month

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Updog

Datadog

Updog.ai is a free, public-facing service created by Datadog that offers real-time health and outage monitoring of major SaaS providers (30+ services such as OpenAI, GitHub, Zoom, Slack) and 13 AWS services. Instead of relying on vendors’ status pages, Updog.ai leverages aggregated, anonymized telemetry data from thousands of customer environments, applies an AI-powered Bayesian model to detect performance degradations, and immediately surfaces alerts when patterns indicate systemic issues, sometimes even before official vendor notifications. The dashboard provides up to 90 days of degradation history so users can identify recurring third-party reliability risks and take proactive architectural or operational measures. Built as an independent signal source, Updog.ai helps engineering and SRE teams determine whether an issue is internal or external, enabling faster response, improved transparency to stakeholders, and reduced incident impact across the stack.

Starting Price: Free

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Rebolt.ai

Rebolt is an enterprise-grade AI platform that empowers companies to build custom applications and intelligent agents simply by speaking with AI. The platform integrates seamlessly with corporate tools such as OneDrive, SharePoint, Salesforce, Slack, and custom APIs, offering built-in infrastructure like databases, file storage, scheduling (cron jobs), audit logs, and distinct staging and production environments for deployment. Users can create apps and agents without writing API key code by simply describing what they need in natural language, while maintaining enterprise-class security, permissions mapping (e.g., via Azure groups), and role-based access. Rebolt is designed for building operational workflows, internal tools, and automation that connect to existing company data and services, enabling non-technical users (or low-code teams) to rapidly assemble solutions and replace spreadsheets, manual processes, and fragmented SaaS stacks.

Starting Price: $25 per month

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BotDojo

BotDojo is an enterprise-grade AI enablement platform that empowers organizations to design, deploy, monitor, and scale intelligent agents across chat, voice, email, and web channels using a low-code visual workflow builder, while integrating deeply with enterprise data sources and systems. It provides over 100 ready-made templates to accelerate common use-cases (such as support automation, knowledge search, sales insights, and internal ops), supports branching logic, memory, tool orchestration (code, RPA, web browse), and connects to CRMs, ticketing systems, and databases. BotDojo also delivers human-feedback loops and continuous agent learning by enabling employees to coach agents via feedback queues, codifying corrections into memory and prompts, and evaluating performance through robust observability (audit trails, metrics such as deflection, first-contact resolution, and cost per interaction).

Starting Price: $89 per month

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GrowthBook

GrowthBook is an open source feature-flagging and experimentation platform built to help teams release code confidently and measure the impact of product changes using their own data. It enables the creation and management of feature flags of various types (Boolean, number, string, JSON) with targeting rules, percentage roll-outs, safe ramp-ups, and experiment assignment. The platform is warehouse-native, allowing you to connect your data where it already lives (SQL data warehouses, Mixpanel, Google Analytics, and more) and run experiments and analyses without sending raw user-level PII to a third-party service. It supports modular usage; you can adopt just feature flagging, just experiment analysis, or both together. Key capabilities include: high-performance lightweight SDKs (enabling billions of feature lookups per day), a visual editor for no-code AB tests, and experiment reporting with advanced statistical methods.

Starting Price: $20 per month

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FunnelStory

FunnelStory AI is a next-gen, agentic revenue intelligence platform designed for post-sales and revenue-growth teams, built to drive proactive intervention, amplify productivity, and surface high-impact opportunities across the customer lifecycle. It unifies structured and unstructured enterprise data, such as CRM records, product usage, support tickets, conversation transcripts, and financial metrics, into a semantic “Customer Intelligence Graph” that supports deep AI reasoning and real-time search. Its Needle Movers module detects early risk and expansion signals, predicting customer churn or renewal opportunities 3-9 months ahead and helping teams act while there is ample runway. With task-automation and AI-agent orchestration, FunnelStory cuts busywork, tripling CS/RevOps productivity by allowing teams to manage 2-3x more accounts with fewer manual steps.

Starting Price: $99 per month

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Nixtla

Nixtla is a platform for time-series forecasting and anomaly detection built around its flagship model TimeGPT, described as the first generative AI foundation model for time-series data. It was trained on over 100 billion data points spanning domains such as retail, energy, finance, IoT, healthcare, weather, web traffic, and more, allowing it to make accurate zero-shot predictions across a wide variety of use cases. With just a few lines of code (e.g., via their Python SDK), users can supply historical data and immediately generate forecasts or detect anomalies, even for irregular or sparse time series, and without needing to build or train models from scratch. TimeGPT supports advanced features like handling exogenous variables (e.g., events, prices), forecasting multiple time-series at once, custom loss functions, cross-validation, prediction intervals, and model fine-tuning on bespoke datasets.

Starting Price: Free

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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

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Stella

Stella is a marketing-measurement platform built to give marketers clear, scientifically sound insight into which ads, campaigns, and media channels actually drive incremental revenue. It includes three core tools; Incrementality Testing, Always-On Incrementality, and Media Mix Modeling (MMM). With Incrementality Testing, Stella runs geo-holdout studies (or inverse holdouts) to compare performance between test and control regions, isolating the causal impact of your ads rather than relying on attribution alone. It automatically handles complex statistical analyses (causal inference, confidence intervals, MAPE/R² checks), letting you see what would have happened without a campaign and therefore revealing the true “lift” generated by each ad. Its Media Mix Modeling tool uses a proprietary Bayesian MMM to decompose historical marketing spend and external factors (like seasonality, promotions, holidays, weather, etc.) to estimate each channel’s contribution to sales.

Starting Price: $2,000 per month

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Business Software for Snowflake - Page 11

Top Software that integrates with Snowflake as of December 2025 - Page 11

GPT-4.1 mini

Flexprice

GPT-4.1 nano

SQLPro Studio

Smart Apartment Data

Infactory

Nucleus

VoltAgent

Cloudchipr

Snowflake Cortex AI

Pinecone Rerank v0

ChatBetter

Collate

GetDot.ai

Action Agent

DualEntry

ReadyBase

Blocks.diy

Ardent

Glazed

Tiger Data

Rox

Updog

Rebolt.ai

BotDojo

GrowthBook

FunnelStory

Nixtla

nao

Stella