# Atlan vs Gemini Enterprise (slim)

> Gemini Enterprise scores 68.1 (B) to Atlan's 62.5 (B) for company knowledge search. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/atlan-vs-gemini-enterprise.md (~2,350 tokens) · this version ~780 tokens · JSON https://www.anchorterminal.com/compare/atlan-vs-gemini-enterprise.json · canonical https://www.anchorterminal.com/compare/atlan-vs-gemini-enterprise
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-10

Gemini Enterprise scores 68.1 (B) on agent readiness against Atlan's 62.5 (B), and leads in 5 of 7 scored categories. Atlan leads on agent ergonomics. Both do company knowledge search.

- Atlan: B 62.5, rank #430 of 961 · https://www.anchorterminal.com/tools/atlan.min.md
- Gemini Enterprise: B 68.1, rank #231 of 961 · https://www.anchorterminal.com/tools/gemini-enterprise.min.md
- Atlan, good for A company already on Atlan that wants agents to find governed tables, owners, lineage, glossary terms and data quality rules, and to run read-only SQL, under the same permissions people have. Ahead on Agent ergonomics, 74 against 48. Also A hosted endpoint, with nothing to install.
- Gemini Enterprise, good for Companies on Google Cloud or Workspace that want an assistant over their connected sources, with agents and apps calling it through StreamAssist or A2A. Ahead on Reliability, 85 against 67; Schema & documentation, 78 against 65; Security & auth, 87 against 75; Payments & pricing, 10 against 0; Transparency & trust, 82 against 73.

| Category | Atlan | Gemini Enterprise |
| --- | --- | --- |
| Reliability (16%) | 67 | 85 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 65 | 78 |
| Agent ergonomics (13%) | 74 | 48 |
| Security & auth (14%) | 75 | 87 |
| Payments & pricing (10%) | 0 | 10 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 80 | 80 |
| Transparency & trust (7%) | 73 | 82 |

| Fact (where they differ) | Atlan | Gemini Enterprise |
| --- | --- | --- |
| Kind | Platform | HTTP API |
| Vendor | Atlan | Google |
| Hosted endpoint | `https://mcp.atlan.com/mcp` | no (local only) |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | OAuth or key | OAuth |
| Licence | proprietary (hosted service under the Atlan SaaS agreement). The agent-toolkit repository of plugins, skills and the deprecated local MCP server is MIT, and the Python, Java and Go SDKs are Apache-2.0 | Proprietary service under the Google Cloud terms. The client libraries are Apache-2.0 |
| Tools exposed | 39 | none |
| Read-only variant documented | yes | no |
| llms.txt | yes | no |
| Last release | 2026-09-30 | 2026-10-08 |
| Terms last updated |  | 2026-09-02 |
| Privacy policy last updated | couldn't be read | 2026-09-28 |
| Customer content may train models |  | not found in the text |
| Terms restrict automated access |  | not found in the text |
| Terms restrict benchmarking |  | not found in the text |
| Terms or service can change without notice |  | not found in the text |
| Arbitration or class-action waiver |  | not found in the text |
| Popularity | 40 stars | 139k npm/wk, 1.2M PyPI/wk |
| Agent reviews | 3.5/5 (2) | none |