# Dify vs Toki

Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Toki records 86,216 monthly visits with +24.5% growth and Freemium pricing.

| Metric | [Dify](https://openaitools.app/tool/dify-ai) | [Toki](https://openaitools.app/tool/toki) |
| :--- | :--- | :--- |
| Website URL | https://dify.ai | https://toki.com |
| Categories | AI App Builder, AI Agent, AI Workflow, AI API | AI Scheduling, AI Assistant, AI Calendar, AI Agent |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 819,691 | 86,216 |
| MoM Growth Rate | -15% | +24.5% |
| Primary Market | China | Brazil |
| Direct Visits | 470,604 | 38,952 |
| Review Score | 4.8 | 4.4 |
| 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)

## Toki

Toki pitches itself as an executive assistant rather than a productivity app, and the framing matters. Instead of an inbox of to-dos waiting for you to triage, Toki connects to your sources, finds the matters that are actually important, and works them. It syncs email, calendars, Slack and devices so it can see the whole picture, then uses that context to decide what deserves your attention today.

Interaction is deliberately conversational and multi-modal. You can text Toki as you would a person, send a voice note while walking, or forward a screenshot and have it turned into an event. It can also go the other direction and call you when something is time-sensitive, which is how the Call Me feature is positioned. Over time it builds a memory of your habits and preferences: which meetings you accept, how you like your days structured, what you want protected as deep-work time.

Control is an explicit part of the design. Toki proposes an action and asks for approval before it proceeds with anything consequential, so the assistant moves fast without acting unilaterally. The product also handles group coordination through one shareable booking link, monitors prices, flights and news as triggers, and runs across iPhone, iPad, Apple Watch, Mac and Android. Toki's site reports more than 5 million users, a 4.9 app rating and coverage from outlets including Forbes, The Verge, Fast Company and Nikkei. One notable change: the standalone WhatsApp experience was retired after WhatsApp's Business Solution Terms were updated to prohibit standalone AI products, and Toki now points users to its own mobile apps instead.

**Pricing & Plans:** Freemium with a free tier and paid subscription plans available through the App Store and Google Play. Features such as reminders and calendar creation are widely used for free, while heavier usage and premium capabilities sit behind in-app subscriptions and trials.

- **Matters, auto-discovered:** Sync email, calendars, Slack and other tools and Toki surfaces the tasks and goals that matter instead of waiting for you to file each one manually.
- **Voice, image and text input:** Speak, type or send a screenshot. Toki accepts all three, replies in kind, and can phone you when something genuinely needs attention.
- **Natural-language scheduling:** Create events, reschedule, block deep-work time and resolve conflicts by describing what you want in plain language rather than clicking through forms.
- **Memory of your preferences:** Toki learns how you plan and what you prefer, so reminders sharpen and recommendations fit your working style over time.
- **Triggers and monitoring:** Set Toki to watch prices, flights and news and alert you when conditions change, turning it from a scheduler into an ongoing monitor.
- **Booking links:** Share one link and let people pick slots that already fit your calendar, with no back-and-forth email chains.

**Strengths:** Handles real scheduling work in plain language instead of form-driven UIs; Multi-modal input: voice notes, screenshots and text all create calendar events or reminders; Proactive discovery of important matters across email, calendar and Slack; Approval system keeps you in control of what it does on your behalf

**Limitations:** No longer available inside WhatsApp after the platform-wide WhatsApp Business Solution Terms change; Requires installing a mobile app instead of working purely through an existing chat thread for former WhatsApp users; Advanced proactive features work best once you connect several sources (email, calendar, Slack), so value depends on how much you sync; Heaviest value is on Apple hardware; the Apple Watch and Siri experiences have no full equivalent elsewhere

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

## Frequently Asked Questions

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

Dify has 819,691 monthly visits, while Toki has 86,216. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Dify has a month-over-month growth rate of -15%; Toki has +24.5%.

### 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. Toki: Freemium. Freemium with a free tier and paid subscription plans available through the App Store and Google Play. Features such as reminders and calendar creation are widely used for free, while heavier usage and premium capabilities sit behind in-app subscriptions and trials.

## 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 | [Reclaim AI](https://openaitools.app/tool/reclaim-ai) | 735,853 | -1.7% | Freemium, Free Trial | AI calendar that defends your focus time and schedules work automatically | [.md](https://openaitools.app/tool/reclaim-ai.md) |
| 5 | [Motion](https://openaitools.app/tool/usemotion-com) | 511,886 | -15.5% | Free Trial, Paid | The AI super app for work — tasks, projects, calendar and meetings in one place | [.md](https://openaitools.app/tool/usemotion-com.md) |
| 6 | [Town](https://openaitools.app/tool/town) | 472,909 | -12.8% | Freemium, Free Trial | An adaptive AI work assistant that learns how you work across inboxes, calendars, chats, and apps | [.md](https://openaitools.app/tool/town.md) |
| 7 | [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) |
| 8 | [Carly AI](https://openaitools.app/tool/carly-ai) | 340,001 | +1.5% | Freemium | Email an AI assistant and let it run your schedules, inbox and CRM | [.md](https://openaitools.app/tool/carly-ai.md) |
| 9 | [Fyxer](https://openaitools.app/tool/fyxer-ai-executive-assistant) | 298,288 | -3.8% | Free Trial, Paid | An AI executive assistant that works across your inbox, calendar and meetings | [.md](https://openaitools.app/tool/fyxer-ai-executive-assistant.md) |
| 10 | [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) |

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

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