Head to head · Assistant proactive · October 2026 research run
Gemini Spark vs Zo Computer
Zo Computer scores 43.1 (E) on agent readiness against Gemini Spark's 24.5 (F), and leads in 6 of 7 scored categories. Gemini Spark leads on security & auth. Both do assistant proactive.
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Which one, for what
Best for A person who already keeps mail, calendar and files in a personal Google Account and accepts Keep Activity being on.
Ahead on
- Security & auth, 60 against 37
Watch for
No public API, SDK or MCP server for an outside agent was found. Spark is reached in the Gemini mobile app, the Mac app and gemini.google.com
Best for One person who wants a hosted assistant with its own Linux machine, reachable by text message and chat apps, and who accepts that the assistant acts on connected accounts without a documented approval step.
Ahead on
- Schema & documentation, 73 against 17
- Agent ergonomics, 34 against 9
- Payments & pricing, 40 against 10
- Maintenance & community, 68 against 17
- Transparency & trust, 60 against 49
Also in its favour
- A hosted endpoint, with nothing to install
Watch for
The access token for the API and MCP endpoint grants full access to the workspace, with no scoped or read-only token documented
Score by category
| Category | Weight this run | Gemini Spark | Zo Computer | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 14 | 15 | Zo Computer +1 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 17 | 73 | Zo Computer +56 |
| Agent ergonomics | 13%16.2 | 9 | 34 | Zo Computer +25 |
| Security & auth | 14%17.5 | 60 | 37 | Gemini Spark +23 |
| Payments & pricing | 10%12.5 | 10 | 40 | Zo Computer +30 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 17 | 68 | Zo Computer +51 |
| Transparency & trust | 7%8.8 | 49 | 60 | Zo Computer +11 |
| Negative events | ≤15 | 0 | 0 | |
| Total | F 24.5/100 | E 43.1/100 |
Facts side by side
| Fact | Gemini Spark | Zo Computer |
|---|---|---|
| Kind | Platform | HTTP API |
| Vendor | Google LLC | Zo Computer Company |
| Hosted endpoint | no (local only) | https://api.zo.computer/mcp |
| Transports | HTTP | |
| Auth | OAuth | API key |
| Pricing | Paid | Freemium |
| x402 | no | no |
| Licence | Proprietary hosted service under the Google Terms of Service | Proprietary service under Zo Computer Company's terms of service |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-05-19 | 2026-09-14 |
| Terms last updated | 2026-07-30 | 2025-08-08 |
| Privacy policy last updated | 2026-09-24 | 2026-05-20 |
| Customer content may train models | yes, with an opt-out | not found in the text |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | not found in the text | not found in the text |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | not found in the text | not found in the text |
Verdicts
Gemini Spark
Google's help pages state what Spark confirms before doing, how to delete its remote browser and code data, and the risks of prompt injection. Spark has no public API, Google calls it experimental, and it runs only with Keep Activity on, the setting under which chats are used for model training and human review.
Zo Computer
Zo publishes an OpenAPI file, Markdown docs, plan prices and a named list of the providers that receive user content. One access token grants full access to the workspace, no approval step before sending or buying was found in the reviewed docs, and no status page, rate limit or SLA is published.
Before you call either
Gemini Spark
- Do not plan an integration against Spark. No public API or MCP server was found, and a person must hold a Google AI Pro or Ultra subscription
- Expect a confirmation request before sends, edits, purchases and web form submissions, and note that bulk changes to private Google Tasks run without one
- Delete remote browser data and remote code execution data in Gemini Spark Settings after a sensitive session. Deleting a task thread or Gemini Apps activity does not remove them
- Keep within 15 running tasks and 50 active schedules. A schedule does not run when 15 tasks are running or the usage limit is reached
- Treat every safety statement here as Google's own description. None was tested, and no message was sent to the service
Zo Computer
- Send
POST https://api.zo.computer/zo/askwithAuthorization: Bearer zo_sk_...and aninputstring. The owner creates the token under Settings > Advanced - Pass
persona_idfor a persona with a narrow tool set. The token itself carries every permission the owner has - Set
memory_modetooffto keep workspace memory out of a request. The field is in the OpenAPI file and absent from the API guide - Do not retry
/zo/askblindly after a timeout. No idempotency key is documented and the request may already have sent a message - Append
.mdto any guide or reference URL for Markdown
Questions
Which is better for AI agents, Gemini Spark or Zo Computer?
Zo Computer scores 43.1 (E) on agent readiness against Gemini Spark's 24.5 (F), and leads in 6 of 7 scored categories. Gemini Spark leads on security & auth.
Can an agent call Gemini Spark and Zo Computer without installing anything?
No hosted endpoint is listed for Gemini Spark. Zo Computer has a hosted endpoint at https://api.zo.computer/mcp.
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- Gemini Spark vs Leon
- Gemini Spark vs Lindy
- Gemini Spark vs nanobot
- Gemini Spark vs NanoClaw
- Gemini Spark vs Dots
- Gemini Spark vs OpenClaw
- Gemini Spark vs PicoClaw
- Gemini Spark vs Poke
- Gemini Spark vs QwenPaw
- Gemini Spark vs ZeroClaw
- Grok Bot vs Zo Computer
- Haven vs Zo Computer
- Hermes Agent vs Zo Computer
- Instinct vs Zo Computer
- IronClaw vs Zo Computer
- Leon vs Zo Computer
- Lindy vs Zo Computer
- nanobot vs Zo Computer
- NanoClaw vs Zo Computer
- Dots vs Zo Computer
- OpenClaw vs Zo Computer
- PicoClaw vs Zo Computer
- Poke vs Zo Computer
- QwenPaw vs Zo Computer
- ZeroClaw vs Zo Computer
Machine-readable
- This page as Markdown
/compare/gemini-spark-vs-zo-computer.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/gemini-spark.json·/api/v1/tools/zo-computer.json - From a terminal
anchor compare gemini-spark zo-computer(the CLI) - Over MCP
compare_tools {"a": "gemini-spark", "b": "zo-computer"}at/mcp, no key