# Company knowledge & data catalogues compared head to head (slim)

> 63 head-to-head comparisons of company knowledge search and data catalogues for AI agents, grouped by the job each pair shares, with benchmark scores for both sides.

- Full: https://www.anchorterminal.com/compare/company-knowledge/index.md (~2,050 tokens) · this version ~1,980 tokens · JSON https://www.anchorterminal.com/compare/company-knowledge/index.json · canonical https://www.anchorterminal.com/compare/company-knowledge/
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

- Ranked table: https://www.anchorterminal.com/categories/company-knowledge.md
- Shortlist and picks by need: https://www.anchorterminal.com/best/company-knowledge/index.md

## Ranked

1. [Glean](https://www.anchorterminal.com/tools/glean.md) B 69.8
2. [OpenMetadata](https://www.anchorterminal.com/tools/openmetadata.md) B 66.6
3. [Onyx](https://www.anchorterminal.com/tools/onyx.md) B 65
4. [Collibra](https://www.anchorterminal.com/tools/collibra.md) B 64.6
5. [Marmot](https://www.anchorterminal.com/tools/marmot.md) B 64.4
6. [Dust](https://www.anchorterminal.com/tools/dust.md) B 62.8
7. [Atlan](https://www.anchorterminal.com/tools/atlan.md) B 62.5
8. [Alation](https://www.anchorterminal.com/tools/alation.md) C 60.3
9. [DataHub](https://www.anchorterminal.com/tools/datahub.md) C 59.4
10. [Cohere North](https://www.anchorterminal.com/tools/cohere-north.md) C 55.1
11. [Guru](https://www.anchorterminal.com/tools/guru.md) E 45.1
12. [Secoda](https://www.anchorterminal.com/tools/secoda.md) E 44.5
13. [Overclock](https://www.anchorterminal.com/tools/overclock.md) F 7.5

## Company knowledge search

- [Alation vs Cohere North](https://www.anchorterminal.com/compare/alation-vs-cohere-north.md): C 60.3 vs C 55.1
- [Alation vs Dust](https://www.anchorterminal.com/compare/alation-vs-dust.md): C 60.3 vs B 62.8
- [Alation vs Glean](https://www.anchorterminal.com/compare/alation-vs-glean.md): C 60.3 vs B 69.8
- [Alation vs Guru](https://www.anchorterminal.com/compare/alation-vs-guru.md): C 60.3 vs E 45.1
- [Alation vs Onyx](https://www.anchorterminal.com/compare/alation-vs-onyx.md): C 60.3 vs B 65
- [Alation vs Overclock](https://www.anchorterminal.com/compare/alation-vs-overclock.md): C 60.3 vs F 7.5
- [Atlan vs Cohere North](https://www.anchorterminal.com/compare/atlan-vs-cohere-north.md): B 62.5 vs C 55.1
- [Atlan vs Dust](https://www.anchorterminal.com/compare/atlan-vs-dust.md): B 62.5 vs B 62.8
- [Atlan vs Glean](https://www.anchorterminal.com/compare/atlan-vs-glean.md): B 62.5 vs B 69.8
- [Atlan vs Guru](https://www.anchorterminal.com/compare/atlan-vs-guru.md): B 62.5 vs E 45.1
- [Atlan vs Onyx](https://www.anchorterminal.com/compare/atlan-vs-onyx.md): B 62.5 vs B 65
- [Atlan vs Overclock](https://www.anchorterminal.com/compare/atlan-vs-overclock.md): B 62.5 vs F 7.5
- [Cohere North vs Collibra](https://www.anchorterminal.com/compare/cohere-north-vs-collibra.md): C 55.1 vs B 64.6
- [Cohere North vs Dust](https://www.anchorterminal.com/compare/cohere-north-vs-dust.md): C 55.1 vs B 62.8
- [Cohere North vs Glean](https://www.anchorterminal.com/compare/cohere-north-vs-glean.md): C 55.1 vs B 69.8
- [Cohere North vs Guru](https://www.anchorterminal.com/compare/cohere-north-vs-guru.md): C 55.1 vs E 45.1
- [Cohere North vs Onyx](https://www.anchorterminal.com/compare/cohere-north-vs-onyx.md): C 55.1 vs B 65
- [Cohere North vs Overclock](https://www.anchorterminal.com/compare/cohere-north-vs-overclock.md): C 55.1 vs F 7.5
- [Cohere North vs Secoda](https://www.anchorterminal.com/compare/cohere-north-vs-secoda.md): C 55.1 vs E 44.5
- [Collibra vs Dust](https://www.anchorterminal.com/compare/collibra-vs-dust.md): B 64.6 vs B 62.8
- [Collibra vs Glean](https://www.anchorterminal.com/compare/collibra-vs-glean.md): B 64.6 vs B 69.8
- [Collibra vs Guru](https://www.anchorterminal.com/compare/collibra-vs-guru.md): B 64.6 vs E 45.1
- [Collibra vs Onyx](https://www.anchorterminal.com/compare/collibra-vs-onyx.md): B 64.6 vs B 65
- [Collibra vs Overclock](https://www.anchorterminal.com/compare/collibra-vs-overclock.md): B 64.6 vs F 7.5
- [Dust vs Glean](https://www.anchorterminal.com/compare/dust-vs-glean.md): B 62.8 vs B 69.8
- [Dust vs Guru](https://www.anchorterminal.com/compare/dust-vs-guru.md): B 62.8 vs E 45.1
- [Dust vs Onyx](https://www.anchorterminal.com/compare/dust-vs-onyx.md): B 62.8 vs B 65
- [Dust vs Overclock](https://www.anchorterminal.com/compare/dust-vs-overclock.md): B 62.8 vs F 7.5
- [Dust vs Secoda](https://www.anchorterminal.com/compare/dust-vs-secoda.md): B 62.8 vs E 44.5
- [Glean vs Guru](https://www.anchorterminal.com/compare/glean-vs-guru.md): B 69.8 vs E 45.1
- [Glean vs Onyx](https://www.anchorterminal.com/compare/glean-vs-onyx.md): B 69.8 vs B 65
- [Glean vs Overclock](https://www.anchorterminal.com/compare/glean-vs-overclock.md): B 69.8 vs F 7.5
- [Glean vs Secoda](https://www.anchorterminal.com/compare/glean-vs-secoda.md): B 69.8 vs E 44.5
- [Guru vs Onyx](https://www.anchorterminal.com/compare/guru-vs-onyx.md): E 45.1 vs B 65
- [Guru vs Overclock](https://www.anchorterminal.com/compare/guru-vs-overclock.md): E 45.1 vs F 7.5
- [Guru vs Secoda](https://www.anchorterminal.com/compare/guru-vs-secoda.md): E 45.1 vs E 44.5
- [Onyx vs Overclock](https://www.anchorterminal.com/compare/onyx-vs-overclock.md): B 65 vs F 7.5
- [Onyx vs Secoda](https://www.anchorterminal.com/compare/onyx-vs-secoda.md): B 65 vs E 44.5
- [Overclock vs Secoda](https://www.anchorterminal.com/compare/overclock-vs-secoda.md): F 7.5 vs E 44.5

## Data catalogues

- [Alation vs Atlan](https://www.anchorterminal.com/compare/alation-vs-atlan.md): C 60.3 vs B 62.5
- [Alation vs Collibra](https://www.anchorterminal.com/compare/alation-vs-collibra.md): C 60.3 vs B 64.6
- [Alation vs DataHub](https://www.anchorterminal.com/compare/alation-vs-datahub.md): C 60.3 vs C 59.4
- [Alation vs Marmot](https://www.anchorterminal.com/compare/alation-vs-marmot.md): C 60.3 vs B 64.4
- [Alation vs OpenMetadata](https://www.anchorterminal.com/compare/alation-vs-openmetadata.md): C 60.3 vs B 66.6
- [Alation vs Secoda](https://www.anchorterminal.com/compare/alation-vs-secoda.md): C 60.3 vs E 44.5
- [Atlan vs Collibra](https://www.anchorterminal.com/compare/atlan-vs-collibra.md): B 62.5 vs B 64.6
- [Atlan vs DataHub](https://www.anchorterminal.com/compare/atlan-vs-datahub.md): B 62.5 vs C 59.4
- [Atlan vs Marmot](https://www.anchorterminal.com/compare/atlan-vs-marmot.md): B 62.5 vs B 64.4
- [Atlan vs OpenMetadata](https://www.anchorterminal.com/compare/atlan-vs-openmetadata.md): B 62.5 vs B 66.6
- [Atlan vs Secoda](https://www.anchorterminal.com/compare/atlan-vs-secoda.md): B 62.5 vs E 44.5
- [Collibra vs DataHub](https://www.anchorterminal.com/compare/collibra-vs-datahub.md): B 64.6 vs C 59.4
- [Collibra vs Marmot](https://www.anchorterminal.com/compare/collibra-vs-marmot.md): B 64.6 vs B 64.4
- [Collibra vs OpenMetadata](https://www.anchorterminal.com/compare/collibra-vs-openmetadata.md): B 64.6 vs B 66.6
- [Collibra vs Secoda](https://www.anchorterminal.com/compare/collibra-vs-secoda.md): B 64.6 vs E 44.5
- [DataHub vs Marmot](https://www.anchorterminal.com/compare/datahub-vs-marmot.md): C 59.4 vs B 64.4
- [DataHub vs OpenMetadata](https://www.anchorterminal.com/compare/datahub-vs-openmetadata.md): C 59.4 vs B 66.6
- [DataHub vs Secoda](https://www.anchorterminal.com/compare/datahub-vs-secoda.md): C 59.4 vs E 44.5
- [Marmot vs OpenMetadata](https://www.anchorterminal.com/compare/marmot-vs-openmetadata.md): B 64.4 vs B 66.6
- [Marmot vs Secoda](https://www.anchorterminal.com/compare/marmot-vs-secoda.md): B 64.4 vs E 44.5
- [OpenMetadata vs Secoda](https://www.anchorterminal.com/compare/openmetadata-vs-secoda.md): B 66.6 vs E 44.5

## Docs and wikis

- [DataHub vs Guru](https://www.anchorterminal.com/compare/datahub-vs-guru.md): C 59.4 vs E 45.1
- [Guru vs Marmot](https://www.anchorterminal.com/compare/guru-vs-marmot.md): E 45.1 vs B 64.4
- [Guru vs OpenMetadata](https://www.anchorterminal.com/compare/guru-vs-openmetadata.md): E 45.1 vs B 66.6