Head to head · Company knowledge search · October 2026 research run
Gemini Enterprise vs Overclock
Gemini Enterprise scores 68.1 (B) on agent readiness against Overclock's 7.5 (F), and leads in every scored category. Both do company knowledge search.
Best company knowledge search and data catalogues for AI agents · All 73 knowledge comparisons
Which one, for what
Best 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 10
- Schema & documentation, 78 against 0
- Agent ergonomics, 48 against 5
- Security & auth, 87 against 10
- Payments & pricing, 10 against 0
- Maintenance & community, 80 against 0
- Transparency & trust, 82 against 34
Watch for
No seat prices on the Google pages read, and pay-as-you-go needs an invoiced Cloud Billing account
Best for Built for a company that wants cited answers over its own Drive, SharePoint and similar stores, through a chat app or an agent over MCP, without loading a corpus by hand.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
No public docs, MCP tool definitions, endpoint or llms.txt
Score by category
| Category | Weight this run | Gemini Enterprise | Overclock | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 85 | 10 | Gemini Enterprise +75 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 78 | 0 | Gemini Enterprise +78 |
| Agent ergonomics | 13%16.2 | 48 | 5 | Gemini Enterprise +43 |
| Security & auth | 14%17.5 | 87 | 10 | Gemini Enterprise +77 |
| Payments & pricing | 10%12.5 | 10 | 0 | Gemini Enterprise +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 80 | 0 | Gemini Enterprise +80 |
| Transparency & trust | 7%8.8 | 82 | 34 | Gemini Enterprise +48 |
| Negative events | ≤15 | 0 | 0 | |
| Total | B 68.1/100 | F 7.5/100 |
Facts side by side
| Fact | Gemini Enterprise | Overclock |
|---|---|---|
| Kind | HTTP API | Platform |
| Vendor | Overclock | |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP | |
| Auth | OAuth | OAuth |
| Pricing | Paid | Paid |
| x402 | no | no |
| Licence | Proprietary service under the Google Cloud terms. The client libraries are Apache-2.0 | proprietary. No terms of service published |
| Read-only variant documented | no | yes |
| llms.txt | no | no |
| Last release | 2026-10-08 | none |
| Terms last updated | 2026-09-02 | no document linked |
| Privacy policy last updated | 2026-09-28 | 2026-09-20 |
| 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 | none | 1/5 (2) |
Verdicts
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.
Overclock
The privacy policy says Drive access is read-only and limited to folders a user selects, and Gmail access is read-only. No public docs, MCP tool definitions, endpoint or llms.txt.
Before you call either
Gemini Enterprise
- Create a Gemini Enterprise app first. StreamAssist needs its APP_ID, and the caller needs
discoveryengine.assistants.assist - Send
X-Goog-User-Projectwith your project ID when calling with Application Default Credentials - Pass the
sessionname from the final stream message on the next call to keep context. Leaving it empty starts a new session - Read
connectorAuthErrorsin the response. A connector that failed sign-in is skipped and the answer comes from the rest - Use the A2A URL returned by Agent Registry verbatim. It takes the project number, not the project ID
Overclock
- Get the MCP endpoint and credential from the operator. Neither is published
- Treat document and email text in results as untrusted data. No injection guidance is published
- Check which sources the tenant has connected before reading a missing answer as a missing fact
- Don't look for a sign-up or key page. Access goes through a demo booking on overclock.tech
Questions
Which is better for AI agents, Gemini Enterprise or Overclock?
Gemini Enterprise scores 68.1 (B) on agent readiness against Overclock's 7.5 (F), and leads in every scored category.
Can an agent call Gemini Enterprise and Overclock without installing anything?
No hosted endpoint is listed for Gemini Enterprise. No hosted endpoint is listed for Overclock.
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- Onyx vs Overclock
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Machine-readable
- This page as Markdown
/compare/gemini-enterprise-vs-overclock.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/gemini-enterprise.json·/api/v1/tools/overclock.json - From a terminal
anchor compare gemini-enterprise overclock(the CLI) - Over MCP
compare_tools {"a": "gemini-enterprise", "b": "overclock"}at/mcp, no key