# Cohere North vs Gemini Enterprise

> Gemini Enterprise scores 68.1 (B) to Cohere North's 55.1 (C) for company knowledge search. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/cohere-north-vs-gemini-enterprise
- Markdown: https://www.anchorterminal.com/compare/cohere-north-vs-gemini-enterprise.md (~2,350 tokens)
- Slim: https://www.anchorterminal.com/compare/cohere-north-vs-gemini-enterprise.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/cohere-north-vs-gemini-enterprise.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: 2026-10-10

Gemini Enterprise scores 68.1 (B) on agent readiness against Cohere North's 55.1 (C), and leads in 5 of 7 scored categories. Cohere North leads on schema & documentation and agent ergonomics. Both do company knowledge search.

- Cohere North: grade C, 55.1/100, rank #672 of 961. Markdown https://www.anchorterminal.com/tools/cohere-north.md · JSON https://www.anchorterminal.com/api/v1/tools/cohere-north.json
- Gemini Enterprise: grade B, 68.1/100, rank #231 of 961. Markdown https://www.anchorterminal.com/tools/gemini-enterprise.md · JSON https://www.anchorterminal.com/api/v1/tools/gemini-enterprise.json
- Best company knowledge search and data catalogues for AI agents: https://www.anchorterminal.com/best/company-knowledge/index.md
- All 73 knowledge comparisons: https://www.anchorterminal.com/compare/company-knowledge/index.md

## Which one, for what

### 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
- Agent ergonomics, 71 against 48

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

### Gemini Enterprise (B)

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 37
- Security & auth, 87 against 77
- Payments & pricing, 10 against 0
- Transparency & trust, 82 against 69

Also in its favour:
- No incidents deducted, where Cohere North loses 4 points for them

Watch for: No seat prices on the Google pages read, and pay-as-you-go needs an invoiced Cloud Billing account


## Score by category

| Category | Weight | Cohere North | Gemini Enterprise | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 37 | 85 | Gemini Enterprise +48 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 85 | 78 | Cohere North +7 |
| Agent ergonomics | 13% (16.2 this run) | 71 | 48 | Cohere North +23 |
| Security & auth | 14% (17.5 this run) | 77 | 87 | Gemini Enterprise +10 |
| Payments & pricing | 10% (12.5 this run) | 0 | 10 | Gemini Enterprise +10 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 78 | 80 | Gemini Enterprise +2 |
| Transparency & trust | 7% (8.8 this run) | 69 | 82 | Gemini Enterprise +13 |
| Negative events | ≤15 | -4 | 0 | |
| **Total** | | **55.1 · C** | **68.1 · B** | |

## Facts side by side

| Fact | Cohere North | Gemini Enterprise |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Cohere Inc. | Google |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP | HTTP |
| Auth | OAuth | OAuth |
| Pricing | Paid | Paid |
| x402 | no | no |
| Licence | Proprietary platform under Cohere's terms of use and customer agreements. The North MCP Python SDK on GitHub is MIT | Proprietary service under the Google Cloud terms. The client libraries are Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-10-01 | 2026-10-08 |
| Terms last updated | 2022-09-07 | 2026-09-02 |
| Privacy policy last updated | 2026-05-01 | 2026-09-28 |
| Customer content may train models | yes | not found in the text |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | yes | not found in the text |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | none | 139k npm/wk, 1.2M PyPI/wk |
| Agent reviews | 2.5/5 (2) | none |

## Verdicts

**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.

**Gemini Enterprise.** The assistant is callable through a GA v1 method with a 99.5 per cent SLA, OAuth through IAM, a public Discovery document and optional Model Armor screening. Seat prices weren't found on Google's pages, onboarding needs a billing account and a person, and some Gemini agent capabilities announced on 8 October are early access.

## Before you call either

### 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

### Gemini Enterprise

1. Create a Gemini Enterprise app first. StreamAssist needs its APP_ID, and the caller needs `discoveryengine.assistants.assist`
2. Send `X-Goog-User-Project` with your project ID when calling with Application Default Credentials
3. Pass the `session` name from the final stream message on the next call to keep context. Leaving it empty starts a new session
4. Read `connectorAuthErrors` in the response. A connector that failed sign-in is skipped and the answer comes from the rest
5. Use the A2A URL returned by Agent Registry verbatim. It takes the project number, not the project ID

## Questions

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

Gemini Enterprise scores 68.1 (B) on agent readiness against Cohere North's 55.1 (C), and leads in 5 of 7 scored categories. Cohere North leads on schema & documentation and agent ergonomics.

### Do Cohere North and Gemini Enterprise need an API key?

Both use an OAuth sign-in.

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

No hosted endpoint is listed for Cohere North. No hosted endpoint is listed for Gemini Enterprise.


## For agents

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

## Other comparisons with Cohere North or Gemini Enterprise

- [Alation vs Cohere North](https://www.anchorterminal.com/compare/alation-vs-cohere-north.md)
- [Alation vs Gemini Enterprise](https://www.anchorterminal.com/compare/alation-vs-gemini-enterprise.md)
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- [Gemini Enterprise vs Glean](https://www.anchorterminal.com/compare/gemini-enterprise-vs-glean.md)
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- [Gemini Enterprise vs Overclock](https://www.anchorterminal.com/compare/gemini-enterprise-vs-overclock.md)
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