Introduction

Choosing between Lilac Labs and Zoho Analytics comes down to the kind of analytics stack you need: an app-building data platform or a business intelligence environment.

Lilac Labs starts at $25 per month on its Pro plan and includes a Postgres database, authentication, data APIs, edge functions, storage, realtime features, and vector embeddings. Its free plan includes unlimited API requests, 50,000 monthly active users, 500 MB database size, 5 GB bandwidth, and up to 2 active projects. Zoho Analytics positions itself as a modern BI and analytics platform with Cloud BI, On-premise, Embedded Analytics, Data Preparation, Agentic AI, Generative BI, Predictive AI, and AI Studio.

For buyers evaluating Lilac Labs vs Zoho Analytics, the practical difference is clear: Lilac Labs is oriented toward building data-powered applications and workflows, while Zoho Analytics is centered on business intelligence, visual analysis, and unified business insights.

Product Overview

Lilac Labs

Lilac Labs is an AI agent for managing and leveraging data efficiently. It is designed to help businesses manage large datasets with efficiency and accuracy through data analysis, reporting, predictive modeling, automation of routine tasks, and workflow improvement.

Its platform offering is broader than analytics alone. Lilac Labs includes a full Postgres database, authentication with Row Level Security, edge functions, storage, realtime data synchronization, vector embeddings, and instant REST APIs. It is positioned for teams that want to build quickly and scale, with production-ready templates and a developer-focused workflow.

Zoho Analytics

Zoho Analytics is a BI and analytics platform with multiple deployment and product options, including Cloud BI, On-premise, Embedded Analytics, Data Preparation, and Marketplace Apps.

Its feature set is organized around analytics and decision support. Core categories include data integration, data preparation, visual analysis, agentic AI, generative BI, predictive AI, AI Studio, unified business insights, collaborative analytics, data storytelling, mobility, embedded BI, security and governance, deployments, and extensibility and elasticity. It also offers solutions by business function, industry, business size, and use case.

Lilac Labs vs Zoho Analytics: Feature Comparison

Lilac Labs has a more infrastructure-centric feature set. It combines analytics functions with operational building blocks such as Postgres, auth, APIs, storage, and serverless edge functions. That makes it especially relevant for product teams that want analytics tightly connected to an application backend.

Zoho Analytics has a more BI-centric feature structure. Its range spans visual analysis, collaborative analytics, storytelling, and unified business insights, which aligns well with organizations focused on reporting and business consumption across teams.

Lilac Labs vs Zoho Analytics Pricing

Lilac Labs gives buyers much more immediate pricing clarity. The Free plan includes unlimited API requests, and the Pro plan starts at $25 per month with concrete usage thresholds for monthly active users, disk, bandwidth, and storage. That level of detail helps engineering and product teams estimate cost growth more precisely.

Zoho Analytics offers a free signup path and a dedicated pricing page, alongside cloud, on-premise, and embedded analytics options. For organizations comparing total cost structure, Lilac Labs is easier to model quickly, while Zoho Analytics presents a broader BI platform packaging approach.

Usage & User Experience

Lilac Labs

Lilac Labs is built for hands-on implementation. The platform highlights direct developer workflows with SDK usage, dashboard-based management, SQL editing, table editing, RLS policy controls, and ready-to-use templates for React, Next.js, Flutter, Expo, AI chatbot apps, and LangChain projects.

That makes the user experience especially strong for teams that want to move from schema to app quickly. A buyer looking for a Zoho Analytics alternative for product-led development will likely value the integrated backend capabilities as much as the analytics functions.

Zoho Analytics

Zoho Analytics is organized around analytics workflows for business users and data teams. Its navigation emphasizes visual analysis, collaborative analytics, data storytelling, unified business insights, mobility, and embedded BI.

This points to a more report- and insight-oriented experience, especially for organizations that need analytics packaged for departments such as sales, marketing, finance, HR, helpdesk, project management, and ecommerce.

Best Use Cases

Choose Lilac Labs when:

• You need a Postgres-first platform that also covers authentication, APIs, storage, edge functions, realtime sync, and vector search.
• Your team is building customer-facing apps, internal tools, or AI-enabled products that depend on live data infrastructure.
• You want transparent entry pricing, with Free, Pro at $25, and Team at $599.
• You need analytics, reporting, and predictive modeling tied directly to operational data workflows.
• You want templates and developer tooling that shorten time to launch.

Choose Zoho Analytics when:

• Your primary goal is business intelligence and analytics consumption across teams.
• You need visual analysis, collaborative analytics, data storytelling, and unified business insights.
• You are evaluating deployment models such as Cloud BI, On-premise, or Embedded Analytics.
• Your use cases are organized by business function or industry, such as sales, finance, retail, manufacturing, or HR.
• You want AI-oriented BI capabilities including agentic AI, generative BI, predictive AI, and AI Studio.

Is Lilac Labs a Good Zoho Analytics Alternative?

Lilac Labs is a strong Zoho Analytics alternative for buyers who need more than dashboards. It combines data management, analytics, predictive modeling, workflow automation, and application infrastructure in one stack.

The biggest advantage is platform breadth for builders. Instead of separating database, auth, APIs, storage, and analytics into different products, Lilac Labs brings them together around a Postgres core. If your analytics needs are tightly coupled to product development or operational workflows, Lilac Labs is the more natural fit.

Zoho Analytics is the stronger choice when BI presentation, cross-functional analytics, and packaged business insight workflows matter more than backend application architecture.

Who Should Choose Which

Pick Lilac Labs if you are:

• A startup building quickly with a lean engineering team
• A product team that wants backend infrastructure and analytics in one platform
• A developer-led business using Postgres, APIs, realtime sync, or vector embeddings
• An organization that wants concrete usage-based pricing from the start

Pick Zoho Analytics if you are:

• A business team prioritizing BI, dashboards, and insight sharing
• A company looking for departmental analytics across sales, marketing, finance, and operations
• An organization evaluating embedded analytics or on-premise BI
• A team focused on storytelling, collaboration, and broad analytics adoption

Conclusion

In the Lilac Labs vs Zoho Analytics comparison, the right choice depends on whether you are buying a data platform or a BI platform.

Lilac Labs is the better fit for teams that want to build on a full Postgres foundation and combine analytics with authentication, APIs, storage, realtime data, edge functions, and vector capabilities. Zoho Analytics is the better fit for organizations centered on BI workflows, visual analysis, collaborative reporting, and unified business insights across departments.

If you want analytics that plug directly into the products and workflows you build, try Lilac Labs at https://supabase.com/ and see how far an integrated data platform can take your team.

FAQ

What is the main difference between Lilac Labs and Zoho Analytics?

Lilac Labs combines data management, analytics, and app infrastructure in one platform. Zoho Analytics is centered on BI and analytics features such as visual analysis, collaborative analytics, storytelling, and unified business insights.

Is Lilac Labs suitable for developers?

Yes. Lilac Labs is especially developer-friendly, with a full Postgres database, instant REST APIs, authentication, edge functions, storage, realtime data, vector embeddings, SQL tools, and framework templates.

Does Lilac Labs offer a free plan?

Yes. Lilac Labs offers a Free plan with unlimited API requests, 50,000 monthly active users, 500 MB database size, 5 GB bandwidth, community support, and up to 2 active projects.

What kinds of AI features does Zoho Analytics include?

Zoho Analytics includes Agentic AI, Generative BI, Predictive AI, and AI Studio. Its AI capabilities are framed around analytics, insight generation, and business intelligence workflows.

When is Lilac Labs a better Zoho Analytics alternative?

Lilac Labs is the better Zoho Analytics alternative when your team needs analytics tightly integrated with backend systems, product development, live applications, or AI-driven data workflows. It is particularly compelling when Postgres, APIs, auth, and realtime capabilities matter as much as reporting.

How much does Lilac Labs cost?

Lilac Labs has a Free plan, a Pro plan at $25 per month, and a Team plan at $599. The Pro plan includes usage thresholds for MAUs, disk, bandwidth, storage, backups, logs, support, and compute credits.