# Dify vs Ultimaps

Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Ultimaps records 151,723 monthly visits with -11.3% growth and Freemium pricing.

| Metric | [Dify](https://openaitools.app/tool/dify-ai) | [Ultimaps](https://openaitools.app/tool/ultimaps) |
| :--- | :--- | :--- |
| Website URL | https://dify.ai | https://ultimaps.com |
| Categories | AI App Builder, AI Agent, AI Workflow, AI API | AI Map Generator, AI Charting, AI Design Generator, AI Graphic Design |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 819,691 | 151,723 |
| MoM Growth Rate | -15% | -11.3% |
| Primary Market | China | United States |
| Direct Visits | 470,604 | 20,284 |
| Review Score | 4.8 | 4.4 |
| Saved Count | 22 | 2 |
| Supported Platforms | Website | Website |

## Dify

Dify pairs a visual canvas with code-level control so both technical and non-technical teams can assemble AI applications and agents. Workflow Studio turns prompt logic into an inspectable execution graph of building blocks: retrieval, branching, tool calls, human-in-the-loop steps, and model calls. Agent builder lets you create agents by chatting or by configuring them directly, then run them as a standalone app, embed them into a website, or reuse them as a node inside a larger workflow.

A major part of the platform is context engineering. The Knowledge Pipeline lets you define repeatable ingestion flows for files, websites, online documents, and cloud drives, handling extraction, cleaning, chunking, indexing, and retrieval testing before a knowledge base is attached to agents or workflows. The Marketplace supplies model providers, tools, data sources, and MCP integrations that teams can install once and then reuse across many apps as approved plugins.

Dify ships in three deployment shapes: Dify Cloud (fully managed SaaS with workspace, logs, and scaling handled for you), Dify Enterprise (self-hosted or VPC deployment with SSO/SAML, RBAC, audit logs, Helm charts for Kubernetes, and enterprise support), and the open-source Community Edition, a source-available single-command Docker deployment with a large GitHub community. Published apps can be delivered as hosted web apps, API endpoints, embeds, or MCP-compatible tools, with logs, feedback, annotations, latency, and usage analytics to keep improving them after launch.

**Pricing & Plans:** Freemium model with a free cloud sandbox and free trial credits, paid Cloud plans that scale with team size, storage, logs, and usage, and a free open-source Community Edition. Dify Enterprise is quoted per deployment via sales.

- **Workflow Studio:** A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.
- **Agent Builder:** Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.
- **Knowledge Pipeline:** Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.
- **Plugin Marketplace and MCP:** Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.
- **Flexible Deployment and Observability:** Run on managed Cloud, in your VPC, or self-hosted with Docker, and monitor published apps through logs, annotations, feedback, latency, and usage data.

**Strengths:** Combines a visual builder with code-level extensibility in one product; Three deployment options, including a free self-hosted Community Edition; Strong retrieval and knowledge pipeline tooling for RAG applications; Large plugin marketplace plus MCP support reduces integration work

**Limitations:** Self-hosted deployments require real infrastructure and maintenance effort; Complex multi-step workflows take time to learn and tune; Advanced enterprise governance features sit behind a sales-quoted plan

[Profile (Markdown)](https://openaitools.app/tool/dify-ai.md)

## Ultimaps

Ultimaps is an online map maker built for people who have data in a spreadsheet and need it on a map without learning GIS. You begin by selecting one of more than 200 pre-built vector maps — the world, a continent, any country, US states, individual states by county, or ZIP codes — each split into administrative regions you can color individually. From there you either shade regions by hand or bring in data by pasting from Excel, uploading a CSV, connecting Google Sheets or Notion, or typing a natural-language prompt like "color states by population." The tool matches your values to the right regions even when the formatting is messy, then generates a color scale and legend automatically.

For shareable output, Ultimaps converts any map into a live, embeddable experience. Tooltips and popups are populated from your data columns, so a single template covers every region, and visitors can hover, click through links, and pan or zoom. Publishing produces a shareable link or an embed code; in Notion, WordPress, Ghost and Substack you can simply paste the link and it renders as the live map, with edits reflected after publishing and no new code to re-paste. Static exports cover high-resolution PNG, SVG and PDF for reports, slides and print.

The platform also advertises an integration that lets users make maps from their data inside ChatGPT, plus quick single-purpose tools such as Color a Map, Map Maker, US Map Maker and ZIP Code Map Maker. Pricing is freemium: unlimited maps and importing are free, free PNG exports carry a small credit, and the Pro plan removes branding, unlocks vector and 6x-resolution exports, adds templates, duplicates, larger lookup and AI request allowances, and includes priority support. Custom maps for regions Ultimaps does not cover are available as a paid service. The company reports 25,000+ monthly users and a 4.8 out of 5 rating from 72 reviews.

**Pricing & Plans:** Freemium. The Free plan offers unlimited maps with Excel, CSV, Sheets and Notion imports, 100 address lookups and 20 AI requests per month, and PNG export with a small ultimaps.com credit. Pro (roughly EUR41.58/month billed yearly, around EUR49 monthly) adds unbranded exports, 6x-resolution PNG plus SVG and PDF, unbranded interactive maps, 5,000 lookups and 500 AI requests monthly, and priority support. Custom plans and single-map exports (about EUR12.50 per map) are also offered.

- **200+ Ready-Made Vector Maps:** Choose from world, continent, country, US state, county and ZIP code maps, each divided into regions you can color individually.
- **Spreadsheet & AI Data Import:** Paste from Excel, upload CSV, connect Google Sheets or Notion, or type a prompt like "color states by population" and let the AI map it.
- **Automatic Scales and Legends:** Smart color scaling picks palettes and breakpoints for your dataset and generates a matching legend without manual configuration.
- **Interactive Embeds:** Publish a live map with tooltips, popups, click-through links, pan and zoom, then embed it via one line of code or by pasting the link into Notion, WordPress, Ghost or Substack.
- **Pins and Annotations:** Geocode addresses into pins, group nearby locations with numbered markers, add annotations, and color-code regions by category or value.

**Strengths:** Very low friction: no account needed to start and no GIS skills required; Imports directly from Excel, CSV, Google Sheets and Notion with fuzzy region matching; Automatic color scales and legends save manual design work; Interactive embeds with tooltips and popups work across major CMS platforms

**Limitations:** Publishing interactive maps and unbranded exports require a paid tier; Free interactive maps display a small ultimaps.com credit; Free plan caps address lookups and AI requests each month; Advanced custom regions and themes need a bespoke arrangement

[Profile (Markdown)](https://openaitools.app/tool/ultimaps.md)

## Frequently Asked Questions

### How do Dify and Ultimaps compare in monthly traffic?

Dify has 819,691 monthly visits, while Ultimaps has 151,723. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Dify has a month-over-month growth rate of -15%; Ultimaps has -11.3%.

### How does pricing compare?

Dify: Freemium. Freemium model with a free cloud sandbox and free trial credits, paid Cloud plans that scale with team size, storage, logs, and usage, and a free open-source Community Edition. Dify Enterprise is quoted per deployment via sales. Ultimaps: Freemium. Freemium. The Free plan offers unlimited maps with Excel, CSV, Sheets and Notion imports, 100 address lookups and 20 AI requests per month, and PNG export with a small ultimaps.com credit. Pro (roughly EUR41.58/month billed yearly, around EUR49 monthly) adds unbranded exports, 6x-resolution PNG plus SVG and PDF, unbranded interactive maps, 5,000 lookups and 500 AI requests monthly, and priority support. Custom plans and single-map exports (about EUR12.50 per map) are also offered.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | An open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining. | [.md](https://openaitools.app/tool/n8n.md) |
| 2 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility. | [.md](https://openaitools.app/tool/mindstudio.md) |
| 3 | [Open WebUI](https://openaitools.app/tool/open-webui) | 804,534 | -2.8% | Freemium | A self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration. | [.md](https://openaitools.app/tool/open-webui.md) |
| 4 | [Julius AI](https://openaitools.app/tool/julius-ai) | 665,487 | +5% | Free Trial, Contact for Pricing | Offers powerful AI data analysis and charting from spreadsheets, but lacks dedicated geographic map rendering features. | [.md](https://openaitools.app/tool/julius-ai.md) |
| 5 | [LlamaIndex](https://openaitools.app/tool/llamaindex) | 387,910 | +19.9% | Freemium, Contact for Pricing | Provides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases. | [.md](https://openaitools.app/tool/llamaindex.md) |
| 6 | [Activepieces](https://openaitools.app/tool/activepieces) | 258,553 | +1.5% | Freemium | An open-source automation platform combining visual flows with AI steps, though geared more towards general app integration. | [.md](https://openaitools.app/tool/activepieces.md) |
| 7 | [Relevance AI](https://openaitools.app/tool/relevance-ai) | 192,083 | -15.5% | Free Trial, Contact for Pricing | Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines. | [.md](https://openaitools.app/tool/relevance-ai.md) |
| 8 | [FlowHunt](https://openaitools.app/tool/flowhunt-io) | 186,190 | 0% | Free Trial, Paid | Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code. | [.md](https://openaitools.app/tool/flowhunt-io.md) |
| 9 | [Coze](https://openaitools.app/tool/coze) | 177,539 | -33.3% | Freemium | Provides an all-in-one visual workspace for building custom AI agents and publishing them to messaging platforms. | [.md](https://openaitools.app/tool/coze.md) |
| 10 | [Mappedin](https://openaitools.app/tool/mappedin-com) | 173,962 | -28.6% | Freemium, Contact for Pricing | One live indoor map for wayfinding, operations and security | [.md](https://openaitools.app/tool/mappedin-com.md) |

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Source: https://openaitools.app/compare/dify-ai-vs-ultimaps

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)