# Dify vs OsmO

Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. OsmO records 24,027 monthly visits with +164.8% growth and Freemium pricing.

| Metric | [Dify](https://openaitools.app/tool/dify-ai) | [OsmO](https://openaitools.app/tool/osmo) |
| :--- | :--- | :--- |
| Website URL | https://dify.ai | https://getosmo.app |
| Categories | AI App Builder, AI Agent, AI Workflow, AI API | AI Assistant, AI Call Center |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 819,691 | 24,027 |
| MoM Growth Rate | -15% | +164.8% |
| Primary Market | China | United States |
| Direct Visits | 470,604 | 5,990 |
| Review Score | 4.8 | 4.2 |
| Saved Count | 22 | 0 |
| 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)

## OsmO

OsmO is an AI phone assistant that sits behind your existing phone number and deals with the calls you would rather not take. It answers unknown callers, asks who is calling and why, silences robocall and scam traffic, and texts you a transcript and summary of anything that mattered. Because it works through conditional call forwarding on the number you already have, there is no SIM swap and no second line to pay for.

The product covers both directions of traffic. On inbound calls you define rules that decide what happens: family and known contacts ring straight through, unknown numbers get a chosen assistant character, telemarketers are silenced, and after-hours calls go to a message. OsmO can also clone your voice from roughly fifteen seconds of speech so callers hear you rather than a stranger. For small businesses, the assistant reads your website, PDFs, Google Docs and Sheets, FAQs, service areas and Maps listing to answer customer questions, check availability and book jobs during the call, then confirm the slot in Google Calendar or Calendly.

OsmO is available as a free download for iPhone and Android and supports the United States, United Kingdom, Australia, India and Canada, speaking English, Spanish and Hindi with French and German listed as coming soon. A free 7-day trial is offered; after that Android users choose between Basic and Premium, while iPhone users subscribe to OsmO Pro, with Apple and Google showing the localised price before purchase. Calls are encrypted in transit and you can review, export or delete your transcripts and recordings.

**Pricing & Plans:** Free to download with a free 7-day trial. After the trial, US pricing starts around US$7.99/month on Android (Basic and Premium tiers) and about US$9.99/month for OsmO Pro on iPhone, with localised prices shown by the App Store or Google Play at purchase time.

- **Spam screening and call answering:** Unknown callers are screened automatically: spam is silenced while legitimate messages, bookings and urgent calls are passed through to you.
- **Custom call-handling rules:** Set rules once — let family straight through, have a chosen character handle unknown numbers, silence telemarketers, and send after-hours calls to voicemail-style messages.
- **Knowledge base for businesses:** Feed the assistant your website, PDFs, Google Docs or Sheets, FAQs and Google Maps listing so it answers callers from your own materials rather than guessing.
- **Voice cloning and character voices:** Read a short line aloud and OsmO clones your voice so calls are answered as you, using either your voice or one of the studio and character voices.
- **Outbound calls, bookings and summaries:** OsmO can call out on your behalf, check availability against Google Calendar or Calendly, book slots during the call, and text you a transcript and summary seconds later.

**Strengths:** Runs on your existing number, with no SIM swap or extra line needed; Handles both inbound screening and outbound calling and booking; Voice cloning and character voices make calls sound natural and personal; Answers business questions from your own website, documents and FAQs

**Limitations:** Relies on carrier conditional call forwarding, and forwarded minutes may be billed by your carrier; Supported in only five countries; iPhone and Android use different plan names, so features can differ by platform; Screening can occasionally let an important unknown call slip past, so you still need to check messages

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

## Frequently Asked Questions

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

Dify has 819,691 monthly visits, while OsmO has 24,027. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Dify has a month-over-month growth rate of -15%; OsmO has +164.8%.

### 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. OsmO: Freemium. Free to download with a free 7-day trial. After the trial, US pricing starts around US$7.99/month on Android (Basic and Premium tiers) and about US$9.99/month for OsmO Pro on iPhone, with localised prices shown by the App Store or Google Play at purchase time.

## 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 | [Wajo](https://openaitools.app/tool/wajo) | 743,352 | +469.3% | Freemium | AI action agents that call, book, buy and get it done | [.md](https://openaitools.app/tool/wajo.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 | [Convoso](https://openaitools.app/tool/convoso) | 192,343 | +28.8% | Contact for Pricing | AI-powered outbound call center platform and predictive dialer | [.md](https://openaitools.app/tool/convoso.md) |
| 8 | [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) |
| 9 | [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) |
| 10 | [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) |

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

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