Head to head · Exchange market data · October 2026 research run

Bitfinex API vs Gemini Exchange API

Gemini Exchange API scores 74.6 (BB) on agent readiness against Bitfinex API's 58.4 (C), and leads in 5 of 7 scored categories. Bitfinex API leads on reliability. Both do exchange market data.

Best crypto exchange APIs and MCP servers for AI agents · All 210 exchanges comparisons

Which one, for what

Bitfinex API C

Best for An agent trading spot, margin or derivatives, or lending on the funding market, with scoped keys, official clients and paper trading.

Ahead on

  • Reliability, 85 against 73

Watch for

No official MCP server, OpenAPI file or AsyncAPI file; the registry's Bitfinex servers are third parties proxying public market data

Gemini Exchange API BB

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

  • Schema & documentation, 88 against 48
  • Agent ergonomics, 79 against 61
  • Security & auth, 78 against 62
  • Maintenance & community, 88 against 41
  • Transparency & trust, 75 against 49

Also in its favour

  • Agent-ready, a grade of BB or better
  • Runs on your own machine

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.

Maintenance & community Gemini Exchange API +47

Bitfinex API 41

Read as a closed service with open clients. The last dated change we could read is bitfinex-api-node 9.1.0 on 18 July 2026, 108 days before the check; the docs changelog stops in October 2024 (10). Not three dated releases in the last 90 days (0). The bitfinexcom organisation pushes often (bfx-report on 3 November 2026) and the clients have issue trackers, but support articles answered 403 and no reply times were read (10 of 25). Official clients current in four languages, Node 9.1.0 of July 2026 and Python 4.0.0 of October 2025; not in the MCP registry (15). The Node client has a dependency history of security fixes (its last GitHub release notes name two) and no CI was read (6 of 10). 10 + 0 + 10 + 15 + 6 = 41.

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.

Schema & documentation Gemini Exchange API +40

Bitfinex API 48

No OpenAPI or AsyncAPI file was found on docs.bitfinex.com, in llms.txt or in the client repositories (0). llms.txt and a .md twin of every docs page (10). Each reference page states the endpoint's purpose and fields, and the introduction says when to use api-pub against api, but nothing says when not to use an endpoint (14 of 20). Responses are positional arrays described in field tables, inputs are typed in prose with some enumerations (wallet names, order types) and required fields marked; the withdrawal CODE field is work in progress (7 of 15). Signed-request recipes in five languages, but authenticated errors are documented as 400 with an empty object and there is no error reference (9 of 15). Version v2 in the path and a dated changelog, whose last entry is October 2024 and whose v1 deprecation has no date (8 of 15). 0 + 10 + 14 + 7 + 9 + 8 = 48.

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.

Transparency & trust Gemini Exchange API +26

Bitfinex API 49

The editorial half. A closed service whose Exchange Terms and API Terms of Service loaded only navigation, so the licence terms are unknown; the clients are MIT and Apache-2.0 (8 of 30). The privacy statement loaded only navigation, so retention and data handling are unchecked (0 of 30). The docs say v1 will be deprecated "at some point in the future" with no date, and the Python client's 4.0.0 removed endpoints with a release note (5 of 20). Subprocessors and data locations are in the unread privacy statement (0). 8 + 0 + 5 + 0 = 13.

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.

Agent ergonomics Gemini Exchange API +18

Bitfinex API 61

Graded on the REST API. Limits on trades, candles and book depth, and pub:list config endpoints keep responses small, but positional arrays make every field a lookup (14 of 25). start, end, limit and sort on history endpoints and per-symbol variants (16 of 20). ERR_RATE_LIMIT is actionable; authenticated 400s return {} and withdrawal status strings may change, so an agent cannot branch on causes (8 of 20). A client id on orders, order multi-op and cancel-multiple, but no idempotency key and no retry contract (8 of 20). Few required parameters and official clients in Node, Python, Go and Ruby (15). 14 + 16 + 8 + 8 + 15 = 61.

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.

Security & auth Gemini Exchange API +16

Bitfinex API 62

Revocable keys with per-scope read and write flags, a permissions endpoint, 2FA and email confirmation at creation, strictly increasing nonces, and IP binding to 20 addresses per the support article's search text (the article answered 403); no key expiry (24 of 30). withdraw and ui_withdraw are separate scopes and read-only keys are possible, but the support text says keys from email-and-password accounts start with every permission enabled and no confirmation step is documented for API withdrawals (14 of 20). The API returns exchange data, not third-party text (10). Login history and an account changelog (audit) endpoint are documented (10 of 15). No security.txt, no readable disclosure policy and no certification page readable (4 of 20). 24 + 14 + 10 + 10 + 4 = 62.

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.

Reliability Bitfinex API +12

Bitfinex API 85

Read with the hosted lines on the v2 API at api.bitfinex.com. bitfinex.statuspage.io is a Statuspage site with history back to May 2021 (20). Its feed has no entry between 25 March 2026 and 3 November 2026, so the last 90 days are clean on the record; the feed logs platform-wide outages only (a 14-hour maintenance in March 2026, a 3-hour outage in August 2025), so smaller incidents may go unrecorded. Judgement call (30). Rate limits with numbers, 10 to 90 a minute per IP and the WebSocket connection limits (15). ERR_RATE_LIMIT and the 60-second block are documented, with no Retry-After; orders take a cid but no idempotency key or retry guidance was found (10 of 15). No SLA found (0). Generally available (10). 20 + 30 + 15 + 10 + 0 + 10 = 85.

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.

Score by category

CategoryWeight this runBitfinex APIGemini Exchange APIEdge
Reliability16%208573Bitfinex API +12
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.24888Gemini Exchange API +40
Agent ergonomics13%16.26179Gemini Exchange API +18
Security & auth14%17.56278Gemini Exchange API +16
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.84188Gemini Exchange API +47
Transparency & trust7%8.84975Gemini Exchange API +26
Negative events≤1500
TotalC 58.4/100BB 74.6/100

Facts side by side

FactBitfinex APIGemini Exchange API
KindHTTP APIHTTP API
VendoriFinex Inc.Gemini Trust Company, LLC
Hosted endpointno (local only)no (local only)
Transportsstdio
AuthAPI keyOAuth or key
PricingPay per usePay per use
x402nono
LicenceProprietary hosted API under Bitfinex's API Terms of Service, which our reader couldn't load. The official client libraries (Node, Python, Go, Ruby) are MIT or Apache-2.0Proprietary 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 exposednone87
Read-only variant documentednoyes
llms.txtyesyes
Last release2026-07-182026-10-28
Terms last updatedcouldn't be readcouldn't be read
Privacy policy last updatedcouldn't be readno date given
Customer content may train modelscouldn't be readyes
Terms restrict automated accesscouldn't be readcouldn't be read
Terms restrict benchmarkingcouldn't be readcouldn't be read
Terms or service can change without noticecouldn't be readcouldn't be read
Arbitration or class-action waivercouldn't be readcouldn't be read
Popularity480 stars8 stars, 99 npm/wk

Verdicts

Bitfinex API

Bitfinex gives an agent scoped keys with a separate withdraw permission, paper-trading sub-accounts on the production API, llms.txt and official clients in four languages. There is no official MCP server, responses are positional arrays with empty error bodies, rate limits run 10 to 90 a minute per IP, and the terms, API terms and privacy statement could not be read.

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

Bitfinex API

  1. Mint a key with read on the scopes the task needs and write only on orders; never grant withdraw to a trading key, and bind the key to known IPs
  2. Use one key per client process, since each key keeps its own strictly increasing nonce and a reused nonce is rejected
  3. Rehearse on a paper-trading sub-account with the TEST symbols before touching real balances; the sub-account cannot be converted later
  4. Plan requests against the per-endpoint limit of 10 to 90 a minute per IP; ERR_RATE_LIMIT blocks the IP for 60 seconds with no Retry-After
  5. Map each response by position from the docs' field tables and set a cid on orders, because responses are arrays and a 400 carries no reason

Gemini Exchange API

  1. 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
  2. Set a client_order_id per order and look it up with get_order_status before resending after a timeout, because Gemini does not reject duplicates
  3. Start on api.sandbox.gemini.com with the same code; sandbox apps register at once, production OAuth apps wait for Gemini's review
  4. 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
  5. 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, Bitfinex API or Gemini Exchange API?

Gemini Exchange API scores 74.6 (BB) on agent readiness against Bitfinex API's 58.4 (C), and leads in 5 of 7 scored categories. Bitfinex API leads on reliability.

Do Bitfinex API and Gemini Exchange API need an API key?

Bitfinex API needs an API key. Gemini Exchange API takes an API key or an OAuth sign-in.

Can an agent call Bitfinex API and Gemini Exchange API without installing anything?

No hosted endpoint is listed for Bitfinex API. Gemini Exchange API runs on your own machine, with no hosted endpoint listed.

Other comparisons with Bitfinex API or Gemini Exchange API

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.