# Coze vs Toolhouse

Coze records 177,539 monthly visits with -33.3% month-over-month growth and Freemium pricing. Toolhouse records 4,326 monthly visits with -17.4% growth and Freemium pricing.

| Metric | [Coze](https://openaitools.app/tool/coze) | [Toolhouse](https://openaitools.app/tool/toolhouse) |
| :--- | :--- | :--- |
| Website URL | https://www.coze.com | https://toolhouse.ai |
| Categories | AI Agent, AI Developer Tools, AI App Builder, No-Code&Low-Code | AI Agent, AI API, AI Developer Tools, Large Language Models (LLMs) |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 177,539 | 4,326 |
| MoM Growth Rate | -33.3% | -17.4% |
| Primary Market | China | United States |
| Direct Visits | 98,315 | 1,711 |
| Review Score | 4.7 | 4.2 |
| Saved Count | 20 | 0 |
| Supported Platforms | Website | Website |

## Coze

Coze is an agent-building platform that sits between a chat assistant and a full application framework. You describe what an agent should do, give it instructions and constraints, then attach the capabilities it needs — web search, image generation, code execution, third-party APIs through plugins — plus optional knowledge bases so answers come from your own documents. A visual workflow editor handles the multi-step logic that a single prompt cannot express reliably.

Once an agent works in the preview, Coze handles the hard part of getting it in front of people. Agents can be published to messaging and social platforms, embedded in a website as a widget, or exposed through an API so your own product can call it. A template gallery and a shared agent store mean you can start from something that already works and modify it, which lowers the barrier for people who want results without designing an architecture.

The platform is used by two fairly different audiences. Non-technical teams use it to automate internal processes, customer answers and content tasks. Developers use it as a faster path to a working prototype that can later be extended with code nodes and API access. The coze.com site also presents Coze as an AI office suite covering writing, presentation generation, web page creation and design, reflecting how the product has broadened beyond pure chatbot development.

**Pricing & Plans:** Coze offers a free tier for building and testing agents, plus paid subscription plans that raise usage limits and unlock additional resources and team capabilities. See the official pricing page for current tiers.

- **Prompt-based agent builder:** Define an agent's role, tone and constraints in natural language rather than writing a full application from scratch.
- **Plugin and tool ecosystem:** Extend agents with search, image generation, browsing, code execution and other tools to give them real capabilities beyond conversation.
- **Visual workflow automation:** Chain multi-step logic visually — branches, loops, API calls and code nodes — so agents can complete structured tasks reliably.
- **Knowledge base grounding:** Upload documents to ground agent answers in your own material, useful for support bots and internal assistants.
- **Multi-channel publishing:** Ship the same agent to chat apps, websites, embeddable widgets or an API without rebuilding it for each channel.
- **Templates and store:** Remixable templates and an agent store let you start from working examples instead of a blank prompt.

**Strengths:** Visual builder plus workflow editor covers both simple bots and multi-step automation; Multi-channel publishing means one agent can serve several surfaces; Large plugin and template ecosystem reduces build time; Usable by non-developers while still extensible for developers

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

## Toolhouse

Toolhouse has repositioned from LLM infrastructure toward a managed "AI worker" service that delivers completed work rather than chat. The core loop is simple: you send a task by email or Slack message, an AI worker plans it, uses your connected tools to execute it, and sends you back the finished artifact — a quote comparison, a market analysis, a campaign draft. This is a meaningfully different model from a chat assistant that leaves you to copy the output somewhere else.

Integration breadth is the backbone of the product. Toolhouse connects to 5,000+ services including Gmail, Slack, Salesforce, HubSpot, Notion, Google Sheets, Zendesk, Twilio and QuickBooks, so workers can send the email, update the CRM record or log the ticket on their own. It is model-agnostic and uses deterministic agents grounded on your data, and it exposes an MCP server so teams can extend it with any tool using the open protocol.

Toolhouse markets itself for AI marketing, AI sales and AI support, with concrete scenarios like document processing, policy abstraction, knowledge assistants and outbound lead generation. A per-request Go plan keeps entry costs low, spend caps and a KPI dashboard keep agents accountable, and an enterprise Business tier adds volume discounts, private cloud, custom data retention and forward-deployed engineering for regulated organisations.

**Pricing & Plans:** Toolhouse offers a Go plan at $5 per 1,000 requests for teams ready to put agents to work, including sales, marketing and support agents, 5,000+ integrations, an MCP server and a KPI dashboard. A Business tier adds volume credit pricing, security review support and a DPA, invoicing, forward-deployed engineering, private cloud deployments, custom data retention and dedicated onboarding, quoted on request. Free AI usage is included on every plan.

- **Delegate work by email or chat:** Email or message a worker a task in plain language and it plans the job and executes it, exactly like delegating to a person.
- **5,000+ tool integrations:** Workers plug into Gmail, Slack, Salesforce, HubSpot, Notion, Google Sheets, Zendesk and 5,000+ other services with no custom code.
- **Model-agnostic AI workers:** Use the models you prefer across providers and switch anytime, backed by deterministic agents grounded on your own data.
- **MCP server extensibility:** Extend Toolhouse with any tool via the open MCP protocol so your workers can reach further without bespoke plumbing.
- **KPI dashboard and spend caps:** Track each agent's return on investment and set spend caps so usage stays within budget.
- **Always-on background execution:** Workers run in the cloud and keep completing tasks in Slack and Microsoft Teams even when your laptop is powered off.

**Strengths:** Workers return finished deliverables instead of raw chat output; Model-agnostic architecture avoids vendor lock-in; 5,000+ integrations let agents actually act in your tools; Spend caps and KPI dashboards keep usage accountable

**Limitations:** Per-request pricing is cheap at the low end but can scale with heavy workloads; Business-tier terms and private cloud require a sales cycle; Non-technical users may still need help shaping their first agents; Deterministic agents grounded on your data need data preparation to shine

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

## Frequently Asked Questions

### How do Coze and Toolhouse compare in monthly traffic?

Coze has 177,539 monthly visits, while Toolhouse has 4,326. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Coze has a month-over-month growth rate of -33.3%; Toolhouse has -17.4%.

### How does pricing compare?

Coze: Freemium. Coze offers a free tier for building and testing agents, plus paid subscription plans that raise usage limits and unlock additional resources and team capabilities. See the official pricing page for current tiers. Toolhouse: Freemium. Toolhouse offers a Go plan at $5 per 1,000 requests for teams ready to put agents to work, including sales, marketing and support agents, 5,000+ integrations, an MCP server and a KPI dashboard. A Business tier adds volume credit pricing, security review support and a DPA, invoicing, forward-deployed engineering, private cloud deployments, custom data retention and dedicated onboarding, quoted on request. Free AI usage is included on every plan.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Salesforce Agentforce (formerly Einstein)](https://openaitools.app/tool/salesforce-einstein) | 111,910,743 | +2.2% | Freemium | Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas. | [.md](https://openaitools.app/tool/salesforce-einstein.md) |
| 2 | [Manus](https://openaitools.app/tool/manus) | 19,195,779 | -1.7% | Free Trial | A general-purpose AI agent that executes tasks, not just answers them | [.md](https://openaitools.app/tool/manus.md) |
| 3 | [Base44](https://openaitools.app/tool/base44) | 14,039,232 | +0.5% | Freemium, Paid, Contact for Pricing | Turns natural language directly into full applications and agents, but offers less granular node-based workflow control than Coze. | [.md](https://openaitools.app/tool/base44.md) |
| 4 | [Zapier](https://openaitools.app/tool/zapier-com) | 5,065,248 | +0.4% | Freemium, Free Trial, Paid | Automate work across thousands of apps — no code required | [.md](https://openaitools.app/tool/zapier-com.md) |
| 5 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) |
| 6 | [Hermes-Agent](https://openaitools.app/tool/hermes-agent-1) | 3,638,741 | -5.4% | Freemium | A free, open-source personal AI agent that learns your projects and works across every messaging app. | [.md](https://openaitools.app/tool/hermes-agent-1.md) |
| 7 | [TraeWork](https://openaitools.app/tool/traework) | 2,785,249 | -7.8% | Contact for Pricing | ByteDance's AI-native workspace for natural-language task execution | [.md](https://openaitools.app/tool/traework.md) |
| 8 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | No-code builder for custom AI agents and workflows | [.md](https://openaitools.app/tool/mindstudio.md) |
| 9 | [KaneAI](https://openaitools.app/tool/kaneai) | 901,340 | +13.2% | Freemium, Paid, Contact for Pricing | GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language | [.md](https://openaitools.app/tool/kaneai.md) |
| 10 | [Dify](https://openaitools.app/tool/dify-ai) | 819,691 | -15% | Freemium | Build, deploy, and govern production-ready agentic AI workflows | [.md](https://openaitools.app/tool/dify-ai.md) |

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Source: https://openaitools.app/compare/coze-vs-toolhouse

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