The all-in-one AI workforce for voice and multichannel automation
$10 in free credits
Build, deploy and monitor AI agents for real-world workflows.
Pricing verified October 2026
Best for creators, teams and developers

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The all-in-one AI workforce for voice and multichannel automation
$10 in free credits
The strongest visual platform for production conversational agents
Free + AI spend
Agents, automations and AI-generated apps in one collaborative workspace
Free
Best open platform for model-flexible AI apps, RAG and agents
Free
A polished assistant-first builder for inbox, meetings and operations
$49.99/mo after trial
Governed agent building on 50+ models
Free (2 GB, core builders)
The fastest model-rich visual builder for business-owned agents
Free + usage
The broadest visual automation canvas for agentic business workflows
Free
Enterprise AI workforces with serious multi-agent controls and evaluations
Custom
An agent-first visual workspace with strong collaboration and evaluations
Free
Best for technical teams that want automation depth and self-hosting
Free self-hosted
A deployment-flexible visual agent IDE with export and self-host options
Free public agents
Choosing guide
Start with your workflow, then compare the limits that affect daily use. A higher rank does not automatically make a tool the best fit for every user.
Compare workflow design, model support, integrations, deployment options, human approval controls, monitoring and evaluation tools.
Match the platform to support, research, sales operations, data workflows, approval processes or developer tasks you need to automate.
Nontechnical teams should favor visual, managed platforms, while developers should prioritize APIs, versioning, deployment control and observability.
| Tool | Price from | Rating | Visual Builder | Multi-Agent | Model Support | Integrations | Deployment | Monitoring & Evals |
|---|---|---|---|---|---|---|---|---|
| $10 in free credits | 4.9 | Visual flow builder | Native agent workflows | Managed AI stack | CRM, voice, WhatsApp, SMS & email | Managed cloud + white-label | Live dashboards, transcripts & analytics | |
| Free + AI spend | 4.8 | Advanced | Via workflows | Multi-provider + BYOK | APIs, channels & Hub | Botpress Cloud | Logs, analytics & testing | |
| Free | 4.8 | Apps + workflows | Agent teams | GPT, Claude, Gemini + | 100+ & MCP | Taskade cloud | Runs, credits & activity | |
| Free | 4.7 | Advanced | Agent workflows | 200+ models + BYOK | Plugins, APIs & tools | Cloud or self-hosted | Logs, tracing & annotations | |
| $49.99/mo after trial | 4.7 | Guided app builder | Lindy groups | Managed models | 100+ apps | Managed cloud | Run history & approvals | |
| Free (2 GB, core builders) | 4.7 | Low/no-code Agent Builder studio plus a separate App Builder | Single agents with skills and actions; no documented orchestration layer | OpenAI, Anthropic, Google, Meta, Cohere, Grok, Perplexity, DeepSeek and 50+ more, swappable per step | 100+ connectors including Salesforce, Slack, Jira, GitHub, OneDrive, Gmail and Confluence, plus MCP servers and an open API | Cloud only; isolated per-workspace environment, multi-tenancy on Enterprise | Activity logs and audit trails; governance-focused rather than evaluation tooling | |
| Free + usage | 4.7 | Excellent | Agent suites | 200+ models + BYOK | APIs & connectors | Cloud; business self-host | Run logs & testing | |
| Free | 4.6 | Excellent | Agentic scenarios | Make AI + BYOK | 3,000+ apps | Managed cloud | Live execution monitoring | |
| Custom | 4.6 | Agent & tool builder | Native workforces | Multi-model | 2,000+ | Managed enterprise cloud | Evals, A/B tests & analytics | |
| Free | 4.5 | Advanced | Native agents | Managed + BYOK | Connectors & MCP | Managed cloud / VPC | Evals, reflections & analytics | |
| Free self-hosted | 4.4 | Advanced workflow canvas | Composable agents | Broad + BYOK | 1,000+ nodes | Cloud or self-hosted | Execution logs & insights | |
| Free public agents | 4.3 | Advanced IDE | Composable agents | Built-in + BYOM | APIs, MCP & Node.js | Cloud, local, VPC/on-prem | Debugger, logs & versioning |
Practical guides
Compare selection criteria, real use cases, free-plan limits, and workflow tradeoffs before choosing a tool.
An AI agent builder combines models, instructions, tools, data and workflow logic so an agent can reason and take actions across business systems.
Choose no-code for fast business-owned workflows. Choose developer-first or self-hosted platforms when you need custom code, version control, infrastructure control or complex testing.
Compare the platform fee, included executions or credits, model-token charges, seats, concurrency, storage and production observability. A low subscription can still become expensive at scale.
Most support multiple model providers or bring-your-own API keys, but the available models, routing controls and markup on model usage vary by platform and plan.
Prioritize access controls, human approval steps, retries, logs, evaluations, cost limits, data retention and a clear rollback path before granting an agent access to live systems.