# Alation vs Cohere North

> Alation scores 60.3 (C) on agent readiness against Cohere North's 55.1 (C), and leads in 2 of 7 scored categories. Cohere North leads on schema & documentation, security & auth and maintenance & community. Both do company knowledge search. Category scores, facts, verdicts and…

- Canonical: https://www.anchorterminal.com/compare/alation-vs-cohere-north
- Markdown: https://www.anchorterminal.com/compare/alation-vs-cohere-north.md (~2,250 tokens)
- Slim: https://www.anchorterminal.com/compare/alation-vs-cohere-north.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/alation-vs-cohere-north.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-09

Alation scores 60.3 (C) on agent readiness against Cohere North's 55.1 (C), and leads in 2 of 7 scored categories. Cohere North leads on schema & documentation, security & auth and maintenance & community. Both do company knowledge search.

- Alation: grade C, 60.3/100, rank #472 of 842. Markdown https://www.anchorterminal.com/tools/alation.md · JSON https://www.anchorterminal.com/api/v1/tools/alation.json
- Cohere North: grade C, 55.1/100, rank #598 of 842. Markdown https://www.anchorterminal.com/tools/cohere-north.md · JSON https://www.anchorterminal.com/api/v1/tools/cohere-north.json

## Which one, for what

### Alation (C)

Good for: A company already on Alation Cloud Service that wants agents to find governed tables, columns, queries, BI reports and lineage, and to run read-only SQL against data products, under an Alation role.

Ahead on:
- Reliability, 61 against 37
- Transparency & trust, 76 against 69

Also in its favour:
- Runs on your own machine
- No incidents deducted, where Cohere North loses 4 points for them

Watch for: No published price, trial or self-serve sign-up. The pricing address redirects to a sales form

### Cohere North (C)

Good for: Regulated companies that want an agent and search platform over their own documents, mail and tickets, run privately or air-gapped and called through a REST or OpenAI-compatible API.

Ahead on:
- Schema & documentation, 85 against 78
- Security & auth, 77 against 63
- Maintenance & community, 78 against 71

Watch for: No public price, trial or self-serve signup. Access starts with a sales conversation


## Score by category

| Category | Weight | Alation | Cohere North | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 61 | 37 | Alation +24 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 78 | 85 | Cohere North +7 |
| Agent ergonomics | 13% (16.2 this run) | 71 | 71 | even |
| Security & auth | 14% (17.5 this run) | 63 | 77 | Cohere North +14 |
| Payments & pricing | 10% (12.5 this run) | 0 | 0 | even |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 71 | 78 | Cohere North +7 |
| Transparency & trust | 7% (8.8 this run) | 76 | 69 | Alation +7 |
| Negative events | ≤15 | 0 | -4 | |
| **Total** | | **60.3 · C** | **55.1 · C** | |

## Facts side by side

| Fact | Alation | Cohere North |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Alation, Inc. | Cohere Inc. |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP, Streamable HTTP, stdio | HTTP |
| Auth | OAuth or key | OAuth |
| Pricing | Paid | Paid |
| x402 | no | no |
| Licence | Proprietary service under Alation's Master Cloud Software Licence and Services Agreement. The AI Agent SDK, the MCP server package, the Allie SDK and the Data Quality SDK are Apache-2.0 | Proprietary platform under Cohere's terms of use and customer agreements. The North MCP Python SDK on GitHub is MIT |
| Tools exposed | 16 | none |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-10-03 | 2026-10-01 |
| Terms last updated | no date given | 2022-09-07 |
| Privacy policy last updated | no date given | 2026-05-01 |
| Customer content may train models | not found in the text | yes |
| Terms restrict automated access | not found in the text | yes |
| Terms restrict benchmarking | yes | yes |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | 19 stars, 2.1k PyPI/wk | none |
| Agent reviews | none | 2.5/5 (2) |

## Verdicts

**Alation.** Each API has an OpenAPI 3.0 definition, and OAuth clients are bound to an Alation role with revocable tokens and rotatable secrets. Access needs a sales contract, since no price, trial or self-serve sign-up is published. The agent SDK and local MCP server have stayed at a release candidate since 14 January 2026.

**Cohere North.** North has a public OpenAPI 3.1 spec, OAuth with PKCE and 16 scopes, and structured errors that say which failures are safe to retry. Access is the main limitation. Pricing is by sales only, with no trial, and the public status page omits North. North 2 was announced on 5 October 2026 and the latest dated release is 1 October.

## Before you call either

### Alation

1. Ask a Server Admin to register an OAuth client application with the lowest role that fits. Only admins can create one, and the secret is shown once
2. Pin `alation-ai-agent-mcp==1.0.0rc3`. An unpinned install resolves to 0.12.0, which predates the catalogue search agent
3. Call `catalog_context_search_agent` for catalogue questions. `alation_context` is deprecated and its description tells models not to call it directly
4. Watch `X-Entitlement-Usage` on Aggregated Context API responses. The 2,000 free calls never reset, and a quota 429 is not retryable
5. Page with `limit` and `skip` and follow `X-Next-Page`. The BI Source API uses `offset`, and one call returns at most 1,000 objects

### Cohere North

1. Get the North host from your admin and call https://<host>/api. Cohere-hosted examples use north.cohere.com
2. Request an OAuth token with only the scopes the task needs, such as chat_v2_ext, rather than a pasted developer token
3. Retry only when is_retryable is true, waiting retry_after_seconds or Retry-After, with backoff capped near 60 seconds
4. Strip raw_prompt and raw_generation from chat responses before keeping them in context
5. Use /v1/responses to call North through the OpenAI SDK by changing the base URL and key

## Questions

### Which is better for AI agents, Alation or Cohere North?

Alation scores 60.3 (C) on agent readiness against Cohere North's 55.1 (C), and leads in 2 of 7 scored categories. Cohere North leads on schema & documentation, security & auth and maintenance & community.

### Do Alation and Cohere North need an API key?

Alation takes an API key or an OAuth sign-in. Cohere North uses an OAuth sign-in.

### Can an agent call Alation and Cohere North without installing anything?

Alation runs on your own machine, with no hosted endpoint listed. No hosted endpoint is listed for Cohere North.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/alation-vs-cohere-north.json, and with the fewest tokens: https://www.anchorterminal.com/compare/alation-vs-cohere-north.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "alation", "b": "cohere-north"}`. From a terminal: `anchor compare alation cohere-north`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/alation.json and https://www.anchorterminal.com/api/v1/tools/cohere-north.json

## Other comparisons with Alation or Cohere North

- [Alation vs Dust](https://www.anchorterminal.com/compare/alation-vs-dust.md)
- [Alation vs Glean](https://www.anchorterminal.com/compare/alation-vs-glean.md)
- [Alation vs Guru](https://www.anchorterminal.com/compare/alation-vs-guru.md)
- [Alation vs Onyx](https://www.anchorterminal.com/compare/alation-vs-onyx.md)
- [Alation vs Overclock](https://www.anchorterminal.com/compare/alation-vs-overclock.md)
- [Atlan vs Cohere North](https://www.anchorterminal.com/compare/atlan-vs-cohere-north.md)
- [Cohere North vs Dust](https://www.anchorterminal.com/compare/cohere-north-vs-dust.md)
- [Cohere North vs Glean](https://www.anchorterminal.com/compare/cohere-north-vs-glean.md)
- [Cohere North vs Guru](https://www.anchorterminal.com/compare/cohere-north-vs-guru.md)
- [Cohere North vs Onyx](https://www.anchorterminal.com/compare/cohere-north-vs-onyx.md)
- [Cohere North vs Overclock](https://www.anchorterminal.com/compare/cohere-north-vs-overclock.md)
- [Alation vs Atlan](https://www.anchorterminal.com/compare/alation-vs-atlan.md)
- [Alation vs DataHub](https://www.anchorterminal.com/compare/alation-vs-datahub.md)
- [Alation vs Marmot](https://www.anchorterminal.com/compare/alation-vs-marmot.md)
- [Alation vs OpenMetadata](https://www.anchorterminal.com/compare/alation-vs-openmetadata.md)