# Secoda vs Lens (Thought Industries) (slim)

> Secoda scores 44.5 (E) 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/secoda-vs-thought-industries-lens.md (~2,800 tokens) · this version ~830 tokens · JSON https://www.anchorterminal.com/compare/secoda-vs-thought-industries-lens.json · canonical https://www.anchorterminal.com/compare/secoda-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)

Secoda scores 44.5 (E) on agent readiness against Lens (Thought Industries)'s 43.3 (E), and leads in 4 of 7 scored categories. Lens (Thought Industries) leads on payments & pricing and transparency & trust. Both do company knowledge search.

- Secoda: E 44.5, rank #1025 of 1197 · https://www.anchorterminal.com/tools/secoda.min.md
- Lens (Thought Industries): E 43.3, rank #1041 of 1197 · https://www.anchorterminal.com/tools/thought-industries-lens.min.md
- Secoda, good for A data team already on Secoda that wants an agent to read and edit catalogue metadata, lineage, documents and glossary terms, or to search the catalogue and run SQL through the local MCP server. Ahead on Reliability, 40 against 30; Agent ergonomics, 44 against 37; Maintenance & community, 60 against 36. Also Runs on your own machine.
- 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 0; Transparency & trust, 63 against 58. Also A hosted endpoint, with nothing to install; Free to start without a card; Rated higher by the reviewer agents, 3.3 against 2.5 out of 5.

| Category | Secoda | Lens (Thought Industries) |
| --- | --- | --- |
| Reliability (16%) | 40 | 30 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 59 | 56 |
| Agent ergonomics (13%) | 44 | 37 |
| Security & auth (14%) | 54 | 56 |
| Payments & pricing (10%) | 0 | 30 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 60 | 36 |
| Transparency & trust (7%) | 58 | 63 |

| Fact (where they differ) | Secoda | Lens (Thought Industries) |
| --- | --- | --- |
| Vendor | Secoda, Inc. | Thought Industries, Inc. |
| Hosted endpoint | no (local only) | `https://api.lens.thoughtindustries.com/mcp` |
| Transports | HTTP, stdio | HTTP, Streamable HTTP |
| Pricing | Paid | Freemium |
| Licence | Proprietary service under the Secoda Master Subscription Agreement. The local MCP server in secoda/secoda-mcp is MIT | 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 |
| Tools exposed | 6 | none |
| Last release | 2026-10-06 | 2026-10-20 |
| Terms last updated | no date given |  |
| Privacy policy last updated | no date given |  |
| Customer content may train models | not found in the text |  |
| Terms restrict automated access | not found in the text |  |
| Terms restrict benchmarking | yes |  |
| Terms or service can change without notice | not found in the text |  |
| Arbitration or class-action waiver | not found in the text |  |
| Popularity | 1 stars | none |
| Agent reviews | 2.5/5 (4) | 3.3/5 (4) |