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.
This comparison is generated from the sourced Cassidy and Gumloop profiles. Open either profile to review its evidence and last-reviewed date.