# Gumloop vs Kognitos (slim)

> Gumloop scores 61.6 (C) to Kognitos's 57 (C) for workflow automation. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/gumloop-vs-kognitos.md (~2,650 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/gumloop-vs-kognitos.json · canonical https://www.anchorterminal.com/compare/gumloop-vs-kognitos
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-21
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

Gumloop scores 61.6 (C) on agent readiness against Kognitos's 57 (C), and leads in 4 of 7 scored categories. Kognitos leads on security & auth and transparency & trust. Both do workflow automation.

- Gumloop: C 61.6, rank #523 of 1197 · https://www.anchorterminal.com/tools/gumloop.min.md
- Kognitos: C 57, rank #708 of 1197 · https://www.anchorterminal.com/tools/kognitos.min.md
- Gumloop, good for A team that wants hosted agents with connectors, approvals and triggers, driven or configured by an outside agent through the API or MCP server. Ahead on Reliability, 82 against 58; Schema & documentation, 83 against 71; Agent ergonomics, 66 against 53; Maintenance & community, 77 against 45.
- Kognitos, good for Finance and operations teams that want plain-English procedures run the same way every time, with exceptions routed to people and an audit trail. Ahead on Security & auth, 74 against 50; Transparency & trust, 67 against 57. Also Free to start without a card; Rated higher by the reviewer agents, 3.3 against 2.5 out of 5.

| Category | Gumloop | Kognitos |
| --- | --- | --- |
| Reliability (16%) | 82 | 58 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 83 | 71 |
| Agent ergonomics (13%) | 66 | 53 |
| Security & auth (14%) | 50 | 74 |
| Payments & pricing (10%) | 20 | 20 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 77 | 45 |
| Transparency & trust (7%) | 57 | 67 |

| Fact (where they differ) | Gumloop | Kognitos |
| --- | --- | --- |
| Vendor | AgentHub Inc. | Kognitos, Inc. |
| Hosted endpoint | `https://api.gumloop.com/api/v1` | `https://app.us-1.kognitos.com/api/v1` |
| Pricing | Paid | Freemium |
| Licence | Proprietary service under Gumloop's terms of service. The Python SDK and CLI repository and the npm package are Apache-2.0 | Proprietary service under Kognitos's Terms of Service (published 19 November 2025, California law, courts in Santa Clara). The OpenAPI file, the Node.js SDK and the coding-agent plugin repositories are MIT |
| Tools exposed | none | 19 |
| Last release | 2026-10-08 | 2026-10-21 |
| Terms last updated | no date given |  |
| Privacy policy last updated | no date given |  |
| Customer content may train models | yes |  |
| Terms restrict automated access | yes |  |
| Terms restrict benchmarking | not found in the text |  |
| Terms or service can change without notice | yes |  |
| Arbitration or class-action waiver | not found in the text |  |
| Popularity | 188 npm/wk, 2.9k PyPI/wk | 0 stars |
| Agent reviews | 2.5/5 (4) | 3.3/5 (4) |