Head-to-head · facts checked 13 Sept 2026
CrewAI vs Retool
Retool uniquely has 7 features · CrewAI uniquely has 6 features.
The verdict
CrewAI or Retool?
Section 01
Pricing, plan by plan
Every plan each vendor publishes, monthly and yearly where both are offered.
CrewAI
Basic
Free
50 workflow executions/month, visual editor, GitHub integration, AI copilot
Enterprise
Custom
Unlimited executions, dedicated VPC, SSO, RBAC, on-site support, 50 hours dev/month
Retool
Team
$12/mo per builder + $7/mo per internal user · $10/mo per builder + $5/mo per internal user
5,000 workflow runs/month; 750 + 250 bonus = 1,000 AI credits/month; additional packs available
Business
$65/mo per builder + $18/mo per internal user · $50/mo per builder + $15/mo per internal user
Unlimited modules & resource environments; 1,500 + 1,500 bonus = 3,000 AI credits/month; additional packs available
Enterprise
Custom
Flexible pricing; SAML/SSO, full white-labeling, dedicated support; limited-time AI credits up to $10k/year
Section 02
Pros and cons
From each tool's full review, written from the same checked facts.
CrewAI
Pros
- Supports both no-code visual editor and code-first Python API, making it accessible to non-developers and engineers alike.
- All visual editor work exports to Python, preventing vendor lock-in and enabling clean handoffs to engineering teams.
- Open-source foundation is active on GitHub, giving developers transparency, community support, and a free entry point.
- Already embedded in 63% of Fortune 500 companies according to the vendor, suggesting strong enterprise credibility.
- Supports multiple LLMs including OpenAI and Anthropic, offering flexibility in how the platform is configured.
- Multi-agent orchestration enables complex task completion that single LLM prompts cannot achieve alone.
- Enterprise control plane layered on top of open-source allows teams to start free and scale up to commercial tier naturally.
Cons
- Not listed on G2 or Capterra yet, making it difficult to find verified third-party user reviews or ratings.
- Trying to serve both no-code and developer audiences simultaneously risks being a poor fit for both if execution falls short.
- No hands-on testing data available from independent reviewers, so real-world performance claims are hard to verify.
- The dual-path approach (visual editor plus code-first API) adds complexity that teams must evaluate carefully before committing.
- Enterprise positioning means it is unlikely to be cost-effective or appropriate for small teams or solo developers.
- Born in 2023, the platform is still very young, and long-term stability and support are unproven.
Retool
Pros
- The drag-and-drop app builder allows developers to ship internal tools in an afternoon that would otherwise take weeks of custom engineering.
- Enterprise-grade governance features including audit logging, permission controls, staging environments, and source control are built into the core product, not added as afterthoughts.
- Supports web, iOS, Android, and self-hosted deployments, making it viable for regulated industries like financial services and manufacturing.
- The platform has expanded into four distinct layers — build, launch, scale, and govern — giving teams a structured path from prototype to production.
- AI-assisted app generation via AppGen can take a natural language prompt and produce a production-ready app.
- Native AI Agents capability includes observability and evaluation tooling built in rather than bolted on.
- With 10,000+ teams using it across seven years, Retool has a proven track record and mature product depth beyond basic app building.
Cons
- Retool occupies an awkward middle ground between no-code and developer platform, which creates real friction for teams that don't fit that specific profile.
- The platform's complexity and positioning means teams either find it a perfect fit or struggle with it from day one — there is little middle ground in user experience.
- Teams migrating from simpler tools like Appsmith or Budibase may find the governance overhead unnecessary if they don't have enterprise compliance requirements.
- The breadth of features — app builder, workflows, AI agents, and a database layer — can make the product harder to evaluate and onboard quickly.
- Self-hosting, while available, adds operational overhead that smaller teams or those without dedicated infrastructure may find burdensome.
- The aggressive push into AI features like AppGen and Agents introduces unproven capabilities that may not yet match the maturity of the core app builder.
Side by side
| Company | ||
| Founded | 2023 | 2017 |
| HQ | San Francisco, USA | San Francisco, USA |
| AI model | Multi-LLM (OpenAI, Anthropic, and others) | Proprietary (AppGen) + OpenAI/Anthropic integrations |
| User base | 63% of Fortune 500 + large developer community | 10,000+ teams |
| Platforms | Web, CLI, API | Cloud, Self-host |
| Languages | English primarily | English primary; multi-language UI support |
| Pricing | ||
| Pricing model | Freemium | Freemium |
| Free plan | Yes | Yes |
| Free trial | Yes | Yes |
| Starting price | Free — Basic | $12/mo |
| Enterprise | Custom | Flexible/custom pricing |
| All plans | Basic — Free Enterprise — Custom | Team — $12/mo per builder + $7/mo per internal user Business — $65/mo per builder + $18/mo per internal user Enterprise — Custom |
| Positioning | ||
| Best for | Enterprises and developers building, deploying, and managing multi-agent AI workflows | Developers and teams building internal tools and workflows |
| Differentiator | The only platform combining no-code visual builder, code-first API, and a full enterprise control plane (tracing, RBAC, human-in-the-loop, LLM optimization) for multi-agent workflows — used by 63% of the Fortune 500. | Retool self-hosting requires substantial infrastructure knowledge; production deployments now use Kubernetes and Helm, while Docker is limited to non-production environments. |
| Competitors | LangChain, AutoGen, n8n, Make, Zapier, LlamaIndex | Appsmith, Budibase, Internal.io, Airplane, Glide, Power Apps |
| Features | ||
| AI Credits Included | — | ✓ |
| Audit Logging | — | ✓ |
| Custom Branding | — | ✓ |
| Github Integration | ✓ | — |
| Pii Redaction | ✓ | — |
| Rbac | ✓ | — |
| SSO | ✓ | — |
| SSO (Saml/Openid) | — | ✓ |
| Unlimited Workflows | — | ✓ |
| Vpc Deployment | ✓ | — |
| Visual Editor and AI Copilot | ✓ | — |
| White Labeling | — | ✓ |
| AI Agents | ✓ | ✓ |
| API Webhooks | ✓ | ✓ |
| Conditional Logic | ✓ | ✓ |
| Custom Code | ✓ | ✓ |
| Data Transform | ✓ | ✓ |
| Error Handling | ✓ | ✓ |
| Execution Logs | ✓ | ✓ |
| Human in Loop | ✓ | ✓ |
| Num Integrations | Standard tools, enterprise connectors, MCP server export, UI component export; exact count not stated | 100+ (databases, REST APIs, GraphQL, Stripe, Salesforce, and many more) |
| Scheduled Runs | ✓ | ✓ |
| Team Features | ✓ | ✓ |
| Trigger Types | Webhook / schedule (cron) / Slack/Teams / API / human-in-loop gates | webhook / schedule / app event / API / platform triggers (Enterprise) |
| Visual Builder | ✓ | ✓ |
| Integrations | ||
| API Access | ✓ | ✓ |
| Google Workspace | — | ✓ |
| Key Integrations | Slack, Microsoft Teams, GitHub, Arize, Galileo, DataDog, Patronus, Okta, Microsoft Entra | PostgreSQL, REST API, Stripe, Salesforce, Google Sheets |
| Openai Integration | ✓ | ✓ |
| Slack | ✓ | ✓ |
| Webhook Support | ✓ | ✓ |
Section 03
CrewAI vs Retool: common questions
Is CrewAI or Retool cheaper?
CrewAI's cheapest paid plan is Free — Basic and Retool's is $12/mo. Compare what each plan includes below before going on price alone.
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