Head to head · Exchange market data · October 2026 research run
Bybit vs Gemini Exchange API
Gemini Exchange API scores 74.6 (BB) on agent readiness against Bybit's 57.3 (C), and leads in 6 of 7 scored categories. Both do exchange market data.
Best crypto exchange APIs and MCP servers for AI agents · All 210 exchanges comparisons
Which one, for what
Bybit C
Best for An agent trading spot, perpetuals, futures and options in a person's Bybit account outside the excluded jurisdictions, with a demo environment to rehearse on.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
No status page, incident history or SLA was found; the terms say the API is not guaranteed to be available
Best for An agent trading spot, perpetuals or prediction markets for a US customer with a role-limited key and a sandbox to rehearse on.
Ahead on
- Reliability, 73 against 45
- Schema & documentation, 88 against 73
- Agent ergonomics, 79 against 66
- Security & auth, 78 against 60
- Maintenance & community, 88 against 66
- Transparency & trust, 75 against 51
Also in its favour
- Agent-ready, a grade of BB or better
Watch for
Client order ids are only recommended to be unique and no duplicate rejection is documented, so a retried order can execute twice
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Reliability Gemini Exchange API +28
Bybit 45
Graded with the hosted lines on the V5 API at api.bybit.com. No status page found (status.bybit.com does not resolve, the docs link none), so 0 for the page and 5 for no readable history. Rate limits are published per endpoint and per UID with numbers, plus a 600 per 5 second IP limit (15). Every response carries X-Bapi-Limit, X-Bapi-Limit-Status and X-Bapi-Limit-Reset-Timestamp, retCode 10006 and HTTP 403 are documented with a wait rule, and orders take a unique orderLinkId that amend and cancel accept (15). No SLA (0). V5 is the current production API, not a beta (10). 45.
Gemini Exchange API 73
Read with the hosted lines on the REST API at api.gemini.com. status.gemini.com is a Statuspage site with component history (20). Its Atom feed for 10 September to 3 November 2026 holds 25 entries, mostly scheduled trading and FIX upgrades of 15 to 60 minutes with possible order timeouts, single-network deposit delays, and incorrect perpetual index prices for about 3.5 hours on 15 and 16 October; a 3-hour scheduled eOTC window was planned and outside the core API. Minor only (20). Rate limits with numbers, 120 a minute public and 600 private plus per-endpoint limits (15). 429 is documented but with no Retry-After or backoff guidance, and client order ids are recommended without duplicate rejection, so retries are not safe by contract; the heartbeat cancel is a safety net rather than idempotency (8 of 15). No SLA found (0). Generally available (10). 20 + 20 + 15 + 8 + 0 + 10 = 73.
Transparency & trust Gemini Exchange API +24
Bybit 51
The editorial half. A closed hosted service. The terms read are the UAE entity's PDF served from bybit.com, clear on API use and availability, but the global terms page renders by script and was not read; the MCP server is MIT (12 of 30). The privacy policy was not read, so data handling is unscored (5 of 30). The changelog dates removals and response changes but gives no notice period or deprecation policy (10 of 20). No subprocessor list or data location statement was read (0 of 20). 27.
Gemini Exchange API 75
The editorial half. A closed service under a user agreement that names its entities by state, with the MCP server and SDKs open under Apache-2.0 (18 of 30). The privacy policy of 11 May 2026 names entities and processing countries, ties retention to need without numbers and names provider categories only, with no DPA or subprocessor list found (16 of 30). The revision history records removals and type changes with dates, but the upcoming-changes page is "TBD" and no notice period is stated (8 of 20). Processing countries are named (US, Ireland, UK, Malta, Singapore, Australia) and providers by category, with no named subprocessors (12 of 20). 18 + 16 + 8 + 12 = 54.
Maintenance & community Gemini Exchange API +22
Bybit 66
Read as a hosted service with an open-source MCP server. The MCP package shipped 2.1.26 on 30 October 2026 and the V5 changelog's latest entry is 29 October (30). 31 npm versions since 16 April 2026, 11 of them in the last 90 days, and 24 changelog entries in the same window (20). The trading-mcp repository has 4 open issues and 18 forks; whether issues get answers was not checked, and the API has no public forum we could read (10 of 25). Not in the official MCP registry (0). The package has four dependencies, no install scripts, a publish workflow and no test workflow (6 of 10). 66.
Gemini Exchange API 88
Read as a closed hosted service with an open repository. The revision history's latest entry is 28 October 2026 and the repository was pushed on 5 October (30). Thirteen dated entries between 2 September and 28 October 2026 (20). The nine open items on the repository are all pull requests with replies, Dependabot included, and the docs name trading@gemini.com for developer support; no public issue tracker was tested (15 of 25). Not in the official MCP registry, but current official SDKs, TypeScript 0.1.1 of 23 September and Go 0.1.0 of 29 August 2026 (15). CI workflows validate and publish both SDKs and the MCP server has tests; dependencies are current (8 of 10). 30 + 20 + 15 + 15 + 8 = 88.
Security & auth Gemini Exchange API +18
Bybit 60
API keys scoped by product group with a readOnly flag, a separate Withdraw value, IP binding, a 90-day expiry for unbound keys, HMAC or RSA signing, and revocation on the management page; no OAuth (24 of 30). A read-only key and a withdrawal-free key are first-class, but the MCP server has no read-only mode and relies on the client's approval prompt for writes (14 of 20). Tools return the exchange's own data, not third-party text (10). The API key info endpoint shows permissions, IPs and expiry, and an IP change log exists for institutional accounts, but no per-call audit log was found (7 of 15). No security.txt on bybit.com or the docs host, no disclosure policy or bug bounty found on a page we could read, proof-of-reserves articles in the help centre (5 of 20). 60.
Gemini Exchange API 78
Revocable API keys with one role each (Trader, Fund Manager, Auditor, Administrator), HMAC-SHA384 signing with a nonce, and OAuth 2.0 with scopes, PKCE S256, single-use refresh tokens and RFC 7009 revocation; no IP allow-list documented and no key expiry (28 of 30). Auditor is read-only, a Trader key cannot withdraw, approved withdrawal addresses are a Fund Manager action, and the MCP server refuses funds-moving tools without confirm: true (18 of 20). The MCP server wraps every response in untrusted-output markers, strips control and bidi characters and redacts memos, labels and agreement text; the REST docs say nothing on the subject (13 of 15). Order and transfer history are readable, but no per-key audit log or API access log was found (5 of 15). security.txt with a PGP contact and a bug bounty paying $150 to $20,000, scoped to the sandbox hosts; no certification was read and no public advisory process was found (14 of 20). 28 + 18 + 13 + 5 + 14 = 78.
Schema & documentation Gemini Exchange API +15
Bybit 73
No OpenAPI or other machine-readable contract for the REST API; the MCP server's 398 tools have zod schemas turned into JSON Schema, so the contract exists for the MCP surface only (12 of 25). No llms.txt; the docs are a public Docusaurus repository (bybit-exchange/docs) whose MDX source an agent can read (5 of 10). The MCP tool descriptions state purpose, rules and an agent hint per tool, and the API reference gives one page per endpoint (15 of 20). Parameters are typed with enums such as category and orderType and required flags (12 of 15). Request and response examples on each endpoint page and an error code page of about 750 codes with text (14 of 15). A dated changelog with 24 entries in the last 90 days, versioned V3 to V5 (15). 73.
Gemini Exchange API 88
OpenAPI 3 for REST (specs/openapi/rest.yaml), AsyncAPI for WebSocket, a prediction-markets OpenAPI file and a specs/index.json catalogue; the MCP server's tools take zod schemas published as JSON Schema (25). llms.txt, llms-full.txt, agents.md, an agent card and an agent skills index (10). Endpoint pages state purpose, the Build an agent guide says what to establish before acting and when to stop, and MCP tool descriptions tell the model when to confirm; the docs don't say when not to use an endpoint (15 of 20). Typed inputs with enums for order types, options and sessions, required fields marked, decimals as strings since 7 July 2026 (12 of 15). Examples throughout, samples in three languages, and an error-codes page with 53 named reasons and their HTTP statuses (14 of 15). A revision history dated from 2015 to 28 October 2026 and versioned paths (v1, v2), but the upcoming-changes page reads "TBD" (12 of 15). 25 + 10 + 15 + 12 + 14 + 12 = 88.
Agent ergonomics Gemini Exchange API +13
Bybit 66
Read for the API with the MCP server beside it. The MCP server has 398 tools in one list with no toolset, module or read-only switch (5 of 25, nothing added back). V5 reads take limit and cursor and category filters (15 of 20). retCode and retMsg on every response with a code list an agent can branch on, though create-order answers before the order is final and the docs say to confirm over WebSocket (14 of 20). orderLinkId makes order retries safe and every MCP tool carries readOnlyHint and destructiveHint (17 of 20). Five required fields on an order, official SDKs in Python, Go, Java and .NET (15). 66.
Gemini Exchange API 79
Graded on the REST API, with the MCP server noted. Order book depth, trade and candle counts can be limited and symbols filtered; the MCP server lists 87 tools with no toolset or read-only subset switch, so a session that loads it pays for all of them (18 of 25). Timestamps, limit_trades, since and per-symbol filters on history, pagination on prediction-market lists (16 of 20). Errors carry a reason and message an agent can branch on, such as InsufficientFunds, MarketNotOpen and MissingRole, though some messages only say to retry later (16 of 20). client_order_id is echoed back but not checked for duplicates, cancel-all-session-orders and the heartbeat limit damage; the MCP server publishes readOnlyHint and destructiveHint on every tool and gates destructive ones on confirm: true (14 of 20). Few required parameters, sensible defaults, and official TypeScript and Go SDKs (15). 18 + 16 + 16 + 14 + 15 = 79.
Score by category
| Category | Weight this run | Bybit | Gemini Exchange API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 45 | 73 | Gemini Exchange API +28 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 73 | 88 | Gemini Exchange API +15 |
| Agent ergonomics | 13%16.2 | 66 | 79 | Gemini Exchange API +13 |
| Security & auth | 14%17.5 | 60 | 78 | Gemini Exchange API +18 |
| Payments & pricing | 10%12.5 | 40 | 40 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 66 | 88 | Gemini Exchange API +22 |
| Transparency & trust | 7%8.8 | 51 | 75 | Gemini Exchange API +24 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 57.3/100 | BB 74.6/100 |
Facts side by side
| Fact | Bybit | Gemini Exchange API |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Bybit | Gemini Trust Company, LLC |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | stdio | stdio |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Pay per use |
| x402 | no | no |
| Licence | none | Proprietary hosted API under Gemini's user agreement. The developer-platform repository (MCP server, TypeScript and Go SDKs, samples and skills) is Apache-2.0 |
| Tools exposed | 398 | 87 |
| Read-only variant documented | yes | yes |
| llms.txt | no | yes |
| Last release | 2026-10-30 | 2026-10-28 |
| Terms last updated | couldn't be read | couldn't be read |
| Privacy policy last updated | couldn't be read | no date given |
| Customer content may train models | couldn't be read | yes |
| Terms restrict automated access | couldn't be read | couldn't be read |
| Terms restrict benchmarking | couldn't be read | couldn't be read |
| Terms or service can change without notice | couldn't be read | couldn't be read |
| Arbitration or class-action waiver | couldn't be read | couldn't be read |
| Popularity | 43 stars | 8 stars, 99 npm/wk |
Verdicts
Bybit
Bybit publishes per-endpoint rate limits, a demo environment, scoped keys with a read-only flag and IP binding, and an official stdio MCP server whose 398 tools carry read-only and destructive annotations. There is no status page, no OpenAPI file, no SLA, the MCP server has no toolsets, and the global terms and privacy pages are drawn by script.
Gemini Exchange API
Gemini publishes an OpenAPI and AsyncAPI contract, API key roles that keep withdrawals off a trading key, a funded sandbox, and an official MCP server whose tools carry read-only and destructive annotations and a confirm gate. Client order ids are not checked for duplicates, there is no SLA, and UK, EEA and Australian accounts closed in April 2026.
Before you call either
Bybit
- Create a key with only the permission groups the task needs, set readOnly for research keys, leave Withdraw off and bind an IP, or the key expires after 90 days
- Send a unique orderLinkId on every order and reuse it when amending or cancelling, since create-order is asynchronous and confirmed over WebSocket
- Read X-Bapi-Limit-Status before bursts and wait until X-Bapi-Limit-Reset-Timestamp on retCode 10006; on HTTP 403 stop all sessions for at least 10 minutes
- Test on api-demo.bybit.com with a demo key from the production account, not on testnet demo mode, which the docs call meaningless
- Run the MCP server with BYBIT_TESTNET=true first, and only in a client that shows a per-call approval, because the server has no read-only mode of its own
Gemini Exchange API
- Create a Trader key for order flow and a separate Fund Manager key only if withdrawals are in scope; never combine them, and keep the secret out of prompts and logs
- Set a
client_order_idper order and look it up withget_order_statusbefore resending after a timeout, because Gemini does not reject duplicates - Start on api.sandbox.gemini.com with the same code; sandbox apps register at once, production OAuth apps wait for Gemini's review
- Stay under 1 public and 5 private requests a second; a 429 keeps answering 429 until the rate falls, with no Retry-After to read
- Check the person's country against the availability page first; UK, EEA and Australian accounts were closed on 6 April 2026
Questions
Which is better for AI agents, Bybit or Gemini Exchange API?
Gemini Exchange API scores 74.6 (BB) on agent readiness against Bybit's 57.3 (C), and leads in 6 of 7 scored categories.
Do Bybit and Gemini Exchange API need an API key?
Bybit needs an API key. Gemini Exchange API takes an API key or an OAuth sign-in.
Can an agent call Bybit and Gemini Exchange API without installing anything?
Bybit runs on your own machine, with no hosted endpoint listed. Gemini Exchange API runs on your own machine, with no hosted endpoint listed.
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Machine-readable
- This page as Markdown
/compare/bybit-vs-gemini-exchange.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/bybit.json·/api/v1/tools/gemini-exchange.json - From a terminal
anchor compare bybit gemini-exchange(the CLI) - Over MCP
compare_tools {"a": "bybit", "b": "gemini-exchange"}at/mcp, no key