ModuleX vs siift: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of ModuleX and siift — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

ModuleX

Freemium

An AI workflow orchestration platform to build with natural language or a visual canvas, connect 600+ tools, and run any major AI model.

Natural-Language & Visual Builder: Build workflows by describing them in plain language or using a visual canvas.
600+ Tool Integrations: Connect CRMs, databases, communication tools, and more across your stack.
Any Major AI Model: Run workflows with every major AI model using your own keys at provider rates.
Deep Agentic Assistant: Describe a goal and a deep agent reasons, picks the right tools, and executes across integrations.
Multiple Execution Modes: Trigger workflows via chat, SDK, or REST API.
Real-Time Cost Visibility: See every step and its cost in real time as workflows run.
Developer SDKs: Native JavaScript and Python SDKs plus curl/REST endpoints for embedding automation.

Business Automation: Orchestrate multi-step workflows across CRM, database, and communication tools.
Agentic Task Execution: Hand a goal to the deep agent and let it select tools and complete it.
Developer Integration: Trigger workflows programmatically from code via SDK or REST API.
Cost-Controlled AI: Use your own API keys to keep model costs transparent and predictable.

Freemium

An agentic AI operating system that helps founders map, validate and execute business strategy on one intelligent canvas.

Intelligent Business Canvas: A visual workspace that maps ideas, assumptions, actions and results into decision-ready filters so the whole business can be seen at once.
Living Memory System: A scalable agentic memory that learns as the business evolves and keeps context aligned across tools, data and teammates.
AI-Scored Validation: Automated, continuous research that grades assumptions into evidence so founders know what is validated and what is still risky.
Five-Stage Execution Loop: Guided progression through Ideate, Validate, Build, Go To Market and Scale, each with its own AI-driven workflow.
Safe Stack Automations: Human-in-the-loop actions across 80+ popular applications so approved work executes without leaving the canvas.
Shareable Workspaces: Collaborative views that let teammates, advisors and other stakeholders work from the same strategy context.
Proactive Next-Step Guidance: Personalized, iterative advice that surfaces the highest-leverage action rather than a generic checklist.
Credit-Based AI Usage: Monthly request credits scaled by plan and weighted by task complexity, with unlimited projects even on the free tier.

Idea Validation: De-risking a new business concept by turning founder assumptions into automatically researched, scored evidence before building.
Strategy Mapping: Turning a cloud of unstructured ideas into a visual mind-map that exposes blindspots across the business model.
Go-To-Market Planning: Iterating on sales and marketing with an AI-native loop that tests which channels actually produce revenue.
Product Prioritization: Helping product leaders decide what to build next based on verified market opportunities rather than intuition.
Scaling Diagnostics: Systematizing an existing business to surface its current growth constraints and reverse-engineer fixes.
Advisor Collaboration: Sharing a single live strategy workspace with co-founders, advisors and investors instead of static decks.