
Malloy – Consistent, Interpretable Data Access for AI and Analytics
Malloy is an open-source semantic modeling language and framework that enables consistent, interpretable, and AI-ready data access via APIs for tools, applications, and autonomous agents. It allows users to define business logic and hierarchies, run analytics and reporting, and facilitates reliable
Malloy
"Consistent, Interpretable Data Access for AI and Analytics"
Typical plan: $400 / month

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| Feature | ||||
|---|---|---|---|---|
Upvotes | 2 | 332 | 291 | 250 |
Avg. Rating | 4.0 | 4.7 | 4.5 | 4.0 |
Slogan | Consistent, Interpretable Data Access for AI and Analytics | Build, automate, and scale AI-powered business solutions with the #1 enterprise platform. | Chat, create, and manage AI characters—powerful automation, privacy, and control for everyone. | Create your way with Adobe Firefly—AI for every creative vision. |
Category | ||||
Pricing Model | Subscription Pay-per-Use Enterprise Contact for Pricing | Subscription Pay-per-Use Enterprise Contact for Pricing | Freemium Pay-per-Use Enterprise Contact for Pricing | Subscription Enterprise Contact for Pricing |
Monthly Pricing (USD) | $150 – $650 / month Min$150 / month Mid$400 / month Max$650 / month | N/A | N/A | N/A |
Pricing Details | Basic from $150/month, Standard from $400/month, Premium from $650/month. Enterprise options and custom pricing available. | Sales Cloud Essentials $25/user/month, Professional $80, Enterprise $165, Unlimited $330, Unlimited+ $500 (all USD, per user/month); Agentforce Flex Credits pay-per-action (20 credits = $0.10/action); Slack Business+ $15/user/month; Enterprise+ plan—contact for pricing. Large deployments and advanced customizations are negotiated case-by-case. | Free tier allows 40 messages/day; Pro plan $14/month or $11/month if billed annually; Team plan $39/month or $32/month if billed annually; third-party APIs (e.g. OpenAI, Anthropic) via pay-per-use; Enterprise/custom pricing available. | Adobe Firefly plans have been restructured as of June-July 2025. Standard, Pro, and Premium (with differing generative credits/features) are available as subscription plans for individuals and teams; enterprise plans now center on 'Edition 4' with advanced AI features and require contacting Adobe for custom pricing. Some user feedback and listings show historical pricing starting as low as $5/month, but official channels now emphasize multi-tiered subscriptions, rebranding, and increased generative credits. All available plans and new price points align more closely with Adobe's Creative Cloud Pro/Pro Plus model. Schnupperpreise for Q1 2025 have evolved; no evidence of public $199.99/mo Premium tier for teams as of August 2025. |
Platforms | ||||
Target Audience | Content Creators, Software Developers, Marketing Professionals, Business Executives, Product Managers, Educators, Entrepreneurs | Software Developers, Marketing Professionals, Business Executives, Entrepreneurs, Product Managers, Customer Service | AI Enthusiasts, Software Developers, Content Creators, Marketing Professionals, Business Executives, Entrepreneurs, Educators, Students, Customer Service, Product Managers, Healthcare Providers | Content Creators, Graphic Designers, Marketing Professionals, Product Managers, Business Executives, Entrepreneurs, Educators, Students |
Website |
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Use this page as a starting point to evaluate Malloy alongside similar options. Our directory focuses on practical details that matter for adoption—capabilities, pricing signals, integrations, and real audiences—so you can shortlist with confidence and move from exploration to evaluation faster.
For a structured head‑to‑head, try the comparison view: Compare AI tools. To stay current with launches, model updates, and research breakthroughs, visit AI News. New to the space? Sharpen your understanding with AI Fundamentals.
Before adopting any tool, model your total cost at expected usage, verify integration coverage and API quality, and review privacy, security, and compliance. A short pilot on a real workflow will reveal reliability and fit quickly. Bookmark this site to track updates to Malloy and the broader ecosystem over time.
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User Reviews
Based on 1 review
Rating Distribution
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All Reviews (1)
Geoffrey Remington
11 days ago
Streamlined semantic modeling for APIs
Tried Malloy for five weeks to connect business logic to AI workflows. The flexible model annotations make context retrieval really smooth, but honestly, learning syntax took some effort. The metadata support is a huge win.
How Malloy Works
Pay-as-you-go pricing means Malloy costs scale with your actual usage. No wasted spend on unused seats or features you don't need yet. Integrations with Plugin/Integration keep work connected.
Key Features & Capabilities
Flexible video output
Batch export capabilities let you create multiple versions for different platforms. Latest release shipped on November 18, 2025, showing a fast-moving roadmap.
SDKs to accelerate build-out
SDKs for Python and JavaScript/TypeScript remove boilerplate and shorten the path to production.
Open-source transparency
Open source means community feedback, transparent security, and rapid iteration.
Automation-first workflows
Automation frees time for strategic initiatives while maintaining consistency. Automation handles the repetitive work so teams can focus on strategy.
Data-driven decision support
Malloy consolidates data to expose actionable insights quickly. Analytics and reporting surface the metrics needed to act quickly.
Common Use Cases
Content CreatorsProduce social media videos
Malloy generates videos from scripts or prompts, reducing production time and costs. Currently optimized for Web App.
Content CreatorsStreamline creative processes
Content Creators rely on Malloy to keep content volume high—templates, collaboration, and AI help hit deadlines without extra headcount.
Content CreatorsSupport product decisions
Launch reviews and retrospectives stay organized in one place. Analytics and reporting surface the metrics needed to act quickly.
Pricing & Plans
Basic from $150/month, Standard from $400/month, Premium from $650/month. Enterprise options and custom pricing available.
Usage Model: API Calls, Pay-as-You-Go — ensuring you only pay for what you actually use.
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Frequently Asked Questions about Malloy
What is Malloy and what does it do?
How much does Malloy cost?
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How is usage measured and billed in Malloy?
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Does Malloy offer APIs or SDKs?
Is Malloy open source?
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Is the information about Malloy up-to-date and verified?
How does Malloy compare to other Video Generation tools?
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Is Malloy a reliable long-term choice?
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