Cassidy vs Gumloop
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose Cassidy if you want no-code platform to build ai assistants and workflows on company data (Supervised agent, freemium); choose Gumloop if you want no-code platform to build and run ai automation workflows (Supervised agent, freemium).
| Cassidy | Gumloop | |
|---|---|---|
| What it is | No-code platform to build AI assistants and workflows on company data | No-code platform to build and run AI automation workflows |
| Type | platform | platform |
| Autonomy | Supervised agent | Supervised agent |
| Pricing | freemium · Free (Starter); Business and Enterprise contact sales | freemium · Free (5,000 credits/mo); Pro from $37/mo |
| Best for | smb, mid-market, enterprise | smb, mid-market, enterprise |
| Deployment | saas, api | saas |
| Modalities | text, email, api | text, api |
| Models | model-agnostic, gpt, claude, gemini | gpt, claude, gemini, model-agnostic |
| Protocols | function-calling, rest-api | rest-api, function-calling |
| Integrations | Slack, Microsoft Teams, Salesforce, Zendesk, HubSpot, Google Drive | Google Sheets, Salesforce, HubSpot, Slack, Gmail, Notion |
| Capabilities | 5 documented | 3 documented |
Cassidy
- +Genuinely no-code; non-technical ops, support, and sales teams can ship workflows without engineering
- +Strong knowledge-base grounding with continuous sync and source citations reduces hallucination
- +Model-agnostic (OpenAI, Anthropic, Google) with enterprise compliance (SOC 2 Type II, GDPR, HIPAA)
- -Business and Enterprise pricing is not public; only the free Starter tier has listed limits
- -Usage is metered in AI credits, which can make heavy automation cost unpredictable
Gumloop
- +Visual, node-based canvas makes complex multi-step automations buildable without code
- +First-class LLM steps (GPT, Claude, Gemini) plus 130+ integrations and batch processing
- +Flexible triggers: schedule, webhook, event, or bulk runs
- -Credit-based pricing rises fast once you add batch processing, AI calls, and many steps
- -Autonomy is only what the builder designs; flows run rules, they do not reason about goals on their own
Which should you choose?
Cassidy is no-code platform to build ai assistants and workflows on company data, best for smb, mid-market, enterprise. Gumloop is no-code platform to build and run ai automation workflows, best for smb, mid-market, enterprise. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.