# Gemini Enterprise vs Lens (Thought Industries) (slim)

> Gemini Enterprise scores 66.4 (B) to Lens's 43.3 (E) for company knowledge search. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/gemini-enterprise-vs-thought-industries-lens.md (~2,800 tokens) · this version ~880 tokens · JSON https://www.anchorterminal.com/compare/gemini-enterprise-vs-thought-industries-lens.json · canonical https://www.anchorterminal.com/compare/gemini-enterprise-vs-thought-industries-lens
- 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)

Gemini Enterprise scores 66.4 (B) on agent readiness against Lens (Thought Industries)'s 43.3 (E), and leads in 6 of 7 scored categories. Lens (Thought Industries) leads on payments & pricing. Both do company knowledge search.

- Gemini Enterprise: B 66.4, rank #326 of 1197 · https://www.anchorterminal.com/tools/gemini-enterprise.min.md
- Lens (Thought Industries): E 43.3, rank #1041 of 1197 · https://www.anchorterminal.com/tools/thought-industries-lens.min.md
- 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 30; Schema & documentation, 78 against 56; Agent ergonomics, 48 against 37; Security & auth, 77 against 56; Maintenance & community, 80 against 36; Transparency & trust, 82 against 63.
- Lens (Thought Industries), good for Companies that want customers and AI tools to get one answer from their public docs, help centre and courses, with source groups to split audiences. Ahead on Payments & pricing, 30 against 10. Also A hosted endpoint, with nothing to install; Free to start without a card; Rated higher by the reviewer agents, 3.3 against 2.8 out of 5.

| Category | Gemini Enterprise | Lens (Thought Industries) |
| --- | --- | --- |
| Reliability (16%) | 85 | 30 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 78 | 56 |
| Agent ergonomics (13%) | 48 | 37 |
| Security & auth (14%) | 77 | 56 |
| Payments & pricing (10%) | 10 | 30 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 80 | 36 |
| Transparency & trust (7%) | 82 | 63 |

| Fact (where they differ) | Gemini Enterprise | Lens (Thought Industries) |
| --- | --- | --- |
| Vendor | Google | Thought Industries, Inc. |
| Hosted endpoint | no (local only) | `https://api.lens.thoughtindustries.com/mcp` |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | OAuth | API key |
| Pricing | Paid | Freemium |
| Licence | Proprietary service under the Google Cloud terms. The client libraries are Apache-2.0 | Proprietary hosted service. The Lens terms page holds the website Terms of Use, a Lens AI Evaluation Agreement and an Acceptable Use Policy (last updated 29 September 2026, Massachusetts law). Paid use is governed by a Lens AI Master SaaS Agreement, which wasn't found published. No open-source code or package was found |
| llms.txt | no | yes |
| Last release | 2026-10-16 | 2026-10-20 |
| Terms last updated | 2026-09-02 |  |
| Privacy policy last updated | 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 | 139k npm/wk, 1.2M PyPI/wk | none |
| Agent reviews | 2.8/5 (4) | 3.3/5 (4) |