CCXT

CCXT vs the Gate API and gateapi-python

CCXT compared with Gate's OpenAPI-generated SDKs on package count, REST versus WebSocket split, language coverage, rate limits and unified structures.

Gate publishes official API clients for Python, Node/TypeScript, Go, Java, PHP and C#, all generated from its OpenAPI specification by OpenAPI Generator. The Python one is gate-api; WebSockets are a separate library, gatews, which the repository describes as "intended to work along with gateapi-* series".

CCXT is the alternative: a hand-curated unified API that speaks Gate natively and covers 103 other venues with the same method names, REST and streaming in one package.

The choice comes down to one question: do you want a client shaped like Gate's API, or a client shaped like every exchange's API?

TL;DR

  • Pick the official Gate SDKs if Gate is your only venue and you want a generated client whose classes, fields and version numbers track Gate's own API surface exactly.
  • Pick CCXT if you want one dependency covering Gate spot, margin, perpetual futures, delivery futures and options — plus the next hundred exchanges — with WebSockets in the same install.
  • Generated is not the same as complete-for-you. A generated SDK gives you every endpoint; it does not give you a merged order book, a rate limiter, tick-size rounding or one error type across venues. Those are the parts you would write yourself.

At a glance

CCXTOfficial Gate SDKs
Exchanges covered104 (Gate is one of them)Gate only
LanguagesTypeScript, JavaScript, Python, PHP, C#/.NET, Go, Java — one APIPython, Node/TypeScript, Go, Java, PHP, C# — separate generated codebases
Packages to install1 (ccxt) — REST and WebSocket2 in Python: gate-api for REST, gate-ws for streaming
Gate products in one clientspot, margin, perpetual futures, delivery futures, optionsone generated API class per product line (SpotApi, FuturesApi, OptionsApi, UnifiedApi, AccountApi, …)
Unified market data + trading APIyes — 115 unified capabilities, 51 fetch* methodsno — Gate's generated request and response models
WebSocketsyes — 16 watch*/unWatch* methods, same shapes as fetch*yes, in gate-ws: Connection plus per-channel classes and callbacks
Raw endpoint accessyes — 339 Gate endpoints as implicit methodsyes, it is the whole product
Built-in rate limiteryes, per-endpoint weights, on by default (rateLimit 50 ms)manual
Unified error typesyes — 41 typed exceptions in one hierarchyGateApiException carrying Gate's label and message
Testnet / sandboxexchange.set_sandbox_mode(True) — swaps in api-testnet.gateapi.ioset host on Configuration yourself
Popularity43.8k GitHub stars · 4.8M PyPI + 494k npm installs/month (one package, every venue)gate-api 64k PyPI installs/month; the repository moved to gate/gateapi-python (26 stars), leaving gateio/gateapi-python archived at 344
LicenceMITApache-2.0 (per the gate-api package metadata)
SupportDiscord, Telegram, GitHub issues — usually same-dayGitHub issues

Figures verified September 2026 against CCXT v4.5.77, the gate/gateapi-python and gate/gatews repositories and their READMEs, and install counts from npm and PyPI.

The same job, written both ways

Fetch a ticker

import ccxt

exchange = ccxt.gate()
ticker = exchange.fetch_ticker('BTC/USDT')
print(ticker['last'], ticker['baseVolume'])

list_tickers returns Gate's own model with Gate's field names and string numbers. CCXT returns a unified ticker structure — the same keys, types and units you get from Binance, Kraken or Hyperliquid — so the code that consumes it does not care which venue produced it.

Place a limit order

import ccxt

exchange = ccxt.gate({'apiKey': '...', 'secret': '...'})
order = exchange.create_order('BTC/USDT', 'limit', 'buy', 0.001, 60000)
print(order['id'], order['status'])
exchange.cancel_order(order['id'], 'BTC/USDT')

To place that order on Gate's perpetual futures with the official SDK you move to FuturesApi, a different order model and a settle-currency argument. In CCXT you change the symbol:

order = exchange.create_order('BTC/USDT:USDT', 'limit', 'buy', 1, 60000)   # USDT-settled perpetual

Stream trades

import ccxt.pro
import asyncio

async def main():
    exchange = ccxt.pro.gate()
    while True:
        trades = await exchange.watch_trades('BTC/USDT')
        for t in trades:
            print(t['symbol'], t['side'], t['amount'], t['price'])

asyncio.run(main())

Two things are different here, and only one of them is style. The style difference is push versus pull: gate-ws gives you a callback and a connection to run, CCXT gives you a value to await. The other difference is the install — streaming Gate data with the official libraries means a second package with its own release cadence, while watch_trades is in the same ccxt you already imported.

Where the differences actually bite

Generated breadth, curated depth

A generated SDK is a faithful projection of an OpenAPI document: every endpoint, every field, no interpretation. That is genuinely useful, and it is also exactly where the work stops. It does not merge order-book diffs into a live book, model per-endpoint rate-limit weights, round an amount to Gate's tick size, or turn Gate's error labels into types you can catch across venues.

CCXT's Gate implementation is hand-written on top of the same endpoints and does those things. That is the trade: less literal about Gate's payloads, more finished as a client.

Five product lines, one client

ccxt.gate declares spot, margin, swap, future and option all true. The unified symbol chooses the venue-side product:

exchange.create_order('BTC/USDT', 'limit', 'buy', 0.001, 60000)          # spot
exchange.create_order('BTC/USDT:USDT', 'limit', 'buy', 1, 60000)         # USDT perpetual
exchange.create_order('BTC/USD:BTC', 'limit', 'buy', 1, 60000)           # inverse contract

With the official SDK each of those is a different generated API class with its own models and its own settle-currency plumbing.

Seven languages, one API

CCXT is written once in TypeScript and transpiled to JavaScript, Python, PHP, C#/.NET, Go and Java, with identical method names and return structures.

import ccxt from 'ccxt';
const exchange = new ccxt.gate ();
const ticker = await exchange.fetchTicker ('BTC/USDT');

Gate also publishes clients in six languages, but they are six generated codebases with six idioms — not one API expressed seven ways. A strategy prototyped in Python ports to Go or C# without redesigning the data model.

Rate limits you do not have to model

Gate meters per endpoint. CCXT encodes those costs in the exchange definition and ships a token-bucket throttler that is on by default (enableRateLimit = true, base rateLimit 50 ms). You call methods in a loop; the library paces them. With a generated client, backing off correctly is application code you write and maintain.

Precision, rounding and string math

Gate rejects orders that violate its tick size, amount increment or minimum notional. CCXT loads the market metadata and gives you amount_to_precision, price_to_precision and cost_to_precision, backed by the Precise string-arithmetic class so quantities never drift through float rounding.

amount = exchange.amount_to_precision('BTC/USDT', 0.0012345678)
price = exchange.price_to_precision('BTC/USDT', 61234.56789)

One error hierarchy

GateApiException tells you Gate's label and message, which is precise and Gate-specific. CCXT maps those labels onto a typed exception treeInsufficientFunds, InvalidOrder, OrderNotFound, RateLimitExceeded, AuthenticationError, NetworkError and 35 more under one BaseError. You write except ccxt.InsufficientFunds once and the handler still works when the next venue calls the same condition something else.

Testnet without a second code path

exchange = ccxt.gate({'apiKey': '...', 'secret': '...'})
exchange.set_sandbox_mode(True)   # swaps in api-testnet.gateapi.io

One flag swaps every REST and WebSocket URL, instead of threading a different host through each Configuration and a different endpoint through the WebSocket library.

Nothing is hidden — the implicit API

Alongside the 115 unified capabilities CCXT implements for Gate, all 339 endpoints in Gate's API are generated as callable implicit methods:

response = exchange.private_spot_get_accounts()

Signing, timestamping, rate-limit accounting and error mapping still apply, so the unified API covers what every venue shares and the implicit API covers the Gate-specific remainder. Browse them on the gate implicit API page.

What the official Gate SDKs do better

Real advantages:

  • Exhaustive, machine-checked coverage. Because the clients are regenerated from Gate's OpenAPI spec, every endpoint and every field is present and typed the moment Gate publishes it, in all six languages at once, with a generated reference page per API class.
  • Version numbers that tell you which API you are on. From 4.15.2 onwards the package's MINOR and PATCH match the REST API version, with MAJOR bumped for breaking changes. Pinning gate-api pins a known Gate API version — CCXT versions track CCXT, not Gate.
  • Gate-native error identity. GateApiException.label is Gate's own error label, with no mapping in between. If you are writing venue-specific recovery logic, that is the shortest path.
  • Very wide Python support. The README states support for Python 2.7 and 3.4 or later, which matters if you are stuck on a legacy runtime.
  • Smaller dependency for one product line. If all you do is read Gate spot tickers, gate-api alone is a smaller install than all of CCXT.

If Gate is your only venue and you value a literal, generated projection of its API over portability, the official SDKs are a defensible choice.

If you want CCXT but only this one venue

CCXT publishes a single-exchange Python distribution built from the same source: ccxt/gate-python.

pip install gate-io-api

It exposes GateSync, GateAsync and GateWs — unified methods, WebSockets and the implicit endpoints, without the other 103 exchanges — from the same codebase, so moving to full ccxt later is an import change.

Migrating from gate-api to CCXT

What you are doinggate-api / gate-wsCCXT
Symbols'BTC_USDT''BTC/USDT' spot, 'BTC/USDT:USDT' perpetual
Product selectionSpotApi / FuturesApi / OptionsApithe symbol, or options.defaultType
Credentialsgate_api.Configuration(key=…, secret=…)ccxt.gate({'apiKey': …, 'secret': …})
Pairs listlist_currency_pairs()load_markets()
Tickerlist_tickers()fetch_ticker() / fetch_tickers()
Order booklist_order_book()fetch_order_book()
Candleslist_candlesticks()fetch_ohlcv()
New ordercreate_order(Order(...))create_order()
Balancelist_spot_accounts()fetch_balance()
Streamsgate_ws channel classes + callbackswatch_* on ccxt.pro.gate
Anything not listednative methodthe same endpoint as an implicit method

Start with Install, then the Manual, then the gate unified API reference.

FAQ

Where did gateio/gateapi-python go? Gate moved its GitHub organisation: the SDK now lives at gate/gateapi-python, and the old gateio/gateapi-python repository is archived. The PyPI package name is unchanged — pip install gate-api.

Do I need a second package for Gate WebSockets? With the official libraries, yes — REST is gate-api and streaming is gate-ws, a separate repository and package. With CCXT, watch* methods are in the same ccxt package as fetch*, under the same MIT licence.

Does CCXT support Gate futures, options and margin? Yes — spot, margin, USDT-settled perpetuals, inverse contracts, delivery futures and options, from one ccxt.gate instance selected by the unified symbol and options.defaultType.

Can I still call Gate-specific endpoints through CCXT? Yes — all 339 of them, as implicit methods, with signing and rate limiting applied. Choosing CCXT does not lock you out of anything Gate publishes.

Does CCXT support the Gate testnet? Yes. exchange.set_sandbox_mode(True) swaps the REST and WebSocket URLs to Gate's testnet host.

Is CCXT free? Yes. MIT-licensed, including the WebSocket support.

Next steps

On this page