Crypto Trading Bots

Trading bots evaluated across key-custody posture, true operating cost, strategy capability, and operational reliability.

17providers tracked

6ranked (methodology v2026.11.1)

12 November 2026Ranking snapshot

3 November 2026oldest read · due 18 Dec

Independent. Evidence-based.We rank with a published method and sourced evidence. No one can pay to rank.How it works

a year ·

6 providers match your requirements

Out of 6 ranked providers. 0 excluded.

What this ranks

Ranked here: crypto trading bots that automate a reader's execution, whether grid, DCA or scripted, without being a new exchange.Not ranked here: exchanges themselves, trading libraries others build on, archived open-source bots, and bot products discontinued, unreachable, deprecated or pivoted away.6 of the 17 assessed are ranked; 11 were turned away by name. Who, and whyRequirements narrow the list; they never change a published ChainChoice Score. How the ranking works

Freqtrade

How Freqtrade was chosen

Leads this ranking on Key custody posture

Open-source Python bot

84 out of 100published score, #1 of all 6 worldwide

Evidence

High

4/4 criteria scored, with 4 dated sources quoted.

CustodyTrue costCapability

Why it leads

Freqtrade is 17 points ahead of Cryptohopper, mainly because it scores higher on its custody and its true cost.
Best in this ranking on custody and true cost
Ahead of Cryptohopper on custody (+9.4 points) and true cost (+6.5 points)

Estimated cost for you

Based on a year running for

How this is calculated

Priced on the published monthly subscription, multiplied out at the running for above for one year, by the same cost model the provider page uses.

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#ProviderCompare

Cloud-based trading bot

67 out of 100

$348fee read 3 November 2026 · source

Same score, not joint · ordered by weighted total (47.90 against 47.80)

Self-hosted lifetime licence

67 out of 100

$348fee read 3 November 2026 · source

Open-source market-making framework

59 out of 100

$0fee read 3 November 2026 · source

Multi-exchange trading bots

58 out of 100

$240fee read 3 November 2026 · source

Professional-grade bot platform

56 out of 100

$240fee read 3 November 2026 · source

Not confirmed (3) — not ranked until its source is read again; listed, not ruled out.

Coinrule · Re-read pending, no primary record: Coinrule publishes no uptime, maintenance or incident record.
Bitsgap · Re-read pending, no primary record: Bitsgap publishes no uptime, maintenance or incident record.
Pionex · Re-read pending, page walled: Pionex’s fee schedule and terms answer only behind a bot check.

Compare providers (0)

See key differences in features, fees, security and more.

True cost

True cost of operation

26% of the published criteria weight. Scored 0–10 from the published evidence; the order below is by this criterion, then the published ranking.

Provider	True cost (0–10)	ChainChoice Score
Freqtrade	10	84
Hummingbot	9	59
Cryptohopper	6	67
Gunbot	6	67
HaasOnline	6	56
3Commas	5	58

Custody

Key custody posture

30% of the published criteria weight. Scored 0–10 from the published evidence; the order below is by this criterion, then the published ranking.

Provider	Custody (0–10)	ChainChoice Score
Freqtrade	10	84
Hummingbot	9	59
Gunbot	8	67
HaasOnline	7	56
Cryptohopper	5	67
3Commas	2	58

Capability

Strategy capability

24% of the published criteria weight. Scored 0–10 from the published evidence; the order below is by this criterion, then the published ranking.

Provider	Capability (0–10)	ChainChoice Score
Freqtrade	10	84
HaasOnline	9	56
Gunbot	7	67
Hummingbot	7	59
Cryptohopper	6	67
3Commas	5	58

Reliability

Operational reliability

20% of the published criteria weight. Scored 0–10 from the published evidence; the order below is by this criterion, then the published ranking.

Provider	Reliability (0–10)	ChainChoice Score
Freqtrade	6	84
Cryptohopper	6	67
HaasOnline	6	56
Hummingbot	5	59
Gunbot	3	67
3Commas	2	58

All 4 published criteria

Every ranked row’s score on each criterion, in the published order. Choose a column to order by it.

	Provider					ChainChoice Score
1	Freqtrade	10	10	10	6	84
2	Cryptohopper	5	6	6	6	67
3	Gunbot	8	6	7	3	67
4	Hummingbot	9	9	7	5	59
5	3Commas	2	5	5	2	58
6	HaasOnline	7	6	9	6	56

How this ranking works

How firm the #1 is, the per-criterion arithmetic behind each score, who pays ChainChoice, and which trading bots were assessed and left out.

FirmThis verdict holds under every one-point re-read

See the arithmetic

Every published criterion was moved up and down by one point and the ranking re-run. The same product came first each time. The published rankings file

Why this score4 published criteria · leads every one

Published criterionWtScore, and the best hereGap out of 10Pts

Key custody posture7.2·109.6

True cost of operation6.2·108.3

Strategy capability5.8·107.7

Operational reliability4.8·63.8

Σ methodology points29.4/32

Each bar is the score on that criterion’s own 0–10 scale, never rescaled to the pool. The dark line is the best any product here reached on that axis. Wt is the most the criterion can add to the 86-point weighted total. Pts is weight × score × 32; the sum is the methodology score, and each weighted point behind the leader costs 2.6 on the displayed score. how these are weighted

Why it ranks first

Why Freqtrade leads this category right now

Open-source Python bot that ships tooling to invalidate its own backtests. Strongest on key custody posture (10/10): Freqtrade is self-hosted: API keys live only in the user's own configuration on the user's machine, and a separate secrets file keeps them out of shared configs. No vendor holds keys, and no breach appears on DefiLlama's hacks list. Weakest on operational reliability (6/10): Freqtrade ships a release every month (2026.10 on 30 October 2026), but uptime is the user's own machine and support is community-only on Discord and GitHub, covering only the latest release and the development branch. Published price: Freqtrade documentation (freqtrade.io/en/stable), read 2026-11-03: "Freqtrade is a free and open source crypto trading bot written in Python." The monthly fee is 0: no subscription, commission or licence key, under GPL-3.0 (GitHub repository licence, spdx_id…

Best for

Custody — 10/10

Main tradeoff

No company behind it — no support desk, no SLA, nobody to reimburse a strategy bug

Verify before signup

Freqtrade documentation (freqtrade.io/en/stable), read 2026-11-03: "Freqtrade is a free and open source crypto trading bot written in Python." The monthly fee is 0: no subscription, commission or licence key, under GPL-3.0 (GitHub repository licence, spdx_id "GPL-3.0"), and the FAQ states "Freqtrade does not have a Crypto token offering." Real total cost: a machine running 24/7 ("To run this bot we recommend you a linux cloud instance with a minimum of: 2GB RAM 1GB disk space 2vCPU"), exchange trading fees, and the Python competence to build and maintain a strategy. Re-read 3 November 2026.

Recommendation summary

What should decide this category

Are you running a rule you would otherwise execute by hand at hours you cannot cover?

Where are you willing to let your exchange API keys live?

What is the binding cost — the subscription, a volume cap, or per-fill exchange fees?

Quick picks

Strong options in this category

Start with the lead choice first, then use the shortlist only if you still need a challenger or stronger fit for a specific setup.

Best overall

Freqtrade

Open-source Python bot that ships tooling to invalidate its own backtests

Best for: Custody — 10/10

Key custody posture · weight 30%10/10True cost of operation · weight 26%10/10Strategy capability · weight 24%10/10Operational reliability · weight 20%6/10

Quick pick

Cryptohopper

Cloud-based trading bot with strategy marketplace and signal subscriptions

Cloud-based trading bot with strategy marketplace and signal subscriptions. Strongest on true cost of operation (6/10): Cryptohopper costs $29, $69 or $129 a month ($24.16, $57.50 or $107.50 billed annually), with no free tier beyond a 3-day trial; Copy Bot ($9.99 to $99.99 a month) and marketplace strategies cost extra. Explorer caps trading at 15 coins and 80 open positions per exchange. Weakest on key custody posture (5/10): Cryptohopper connects to the user's exchange through OAuth or trade-only API keys held in its cloud and states it never asks for withdrawal rights, so funds stay on the exchange. No breach of that key store appears on DefiLlama's hacks list or the provider's status feed. Published price: Cryptohopper pricing page (cryptohopper.com/pricing), read 2026-11-03, monthly price then the annual-billing rate: Explorer "$ 29.00 $ 24.16 /mo billed annually - 17 %", Adventurer "$ 69.00 $ 57.50 /mo billed annually - 17 %", Hero "$ 129.00 $ 107.50 /mo…

Best for: True cost — 6/10

Key custody posture · weight 30%5/10True cost of operation · weight 26%6/10Strategy capability · weight 24%6/10Operational reliability · weight 20%6/10

Quick pick

Same score, not joint · ordered by weighted total (47.90 against 47.80)

Gunbot

Self-hosted lifetime licence — validated against the GUNTHY token count of your wallet

Self-hosted lifetime licence — validated against the GUNTHY token count of your wallet. Strongest on key custody posture (8/10): Gunbot encrypts API secrets and stores them locally on the user's device; the trading core runs on the user's own hardware even with the hosted Gunbot Live workspace. The software is closed source, and no breach appears on DefiLlama's hacks list. Weakest on operational reliability (3/10): Gunbot publishes no status page, uptime record or incident log, and host uptime is the user's job. Older lifetime licences still depend on validation through its GUNTHY ERC-20 token; new subscription users skip that step. Published price: Subscription only: lifetime licences are no longer sold. Gunbot plans page (gunbot.com/plans), read 2026-11-03: "Subscription Gunbot Unlimited € 29 /month Full access to every Gunbot feature, with ongoing updates." The support FAQ…

Best for: Custody — 8/10

Key custody posture · weight 30%8/10True cost of operation · weight 26%6/10Strategy capability · weight 24%7/10Operational reliability · weight 20%3/10

Quick pick

Hummingbot

Open-source market-making framework with the widest connector surface

Open-source market-making framework with the widest connector surface. Strongest on key custody posture (9/10): Hummingbot is a local client that stores private keys and API keys encrypted with the user's password in its /conf folder, so keys are as secure as the machine running it. No vendor holds keys, and no breach appears on DefiLlama's hacks list. Weakest on operational reliability (5/10): Hummingbot has no status page or SLA, and connector upkeep relies on its open-source community. Releases arrive every six to eight weeks (v2.17.0 on 22 September 2026, v2.16.0 on 29 July 2026). Published price: Hummingbot FAQ (hummingbot.org/faq), read 2026-11-03: "Hummingbot is a free software, so you can download, install, and run it for free." The monthly fee is 0: no subscription, licence or token purchase, and it is "freely available at…

Best for: Custody — 9/10

Key custody posture · weight 30%9/10True cost of operation · weight 26%9/10Strategy capability · weight 24%7/10Operational reliability · weight 20%5/10

Considered and not ranked

11 products we looked at and left out

A shortlist is only honest if it says who it turned away. Each of these was assessed against the same published criteria as the ranked table and excluded for a stated reason — not overlooked.

We assessed 17 products here and rank 6 — 35% of what we looked at. That share is of the products we assessed, not of the category: how many exist is not something we can count, so we do not claim a number for it.

Coinrule· Re-read, no recordBitsgap· Re-read, no recordPionex· Re-read pending, walledTrality· No longer operatingShrimpyKryll (kryll.io)GekkoZenbotCCXTAlgoTrader (now Wyden)· Limited audienceBitfinex Honey· No longer operating

What this ranking does not assess

Execution failure: you get a worse price, later, or nothing.
Exit failure: you cannot get out at par, on time, or with what is yours.

These can still cost you money here; the ranking does not measure them, so a high place says nothing about them. Which criterion scores each family, and why the others do not apply, is in /data/risk-coverage.json.

How this ranking is built

Reviewed on key-custody posture, true operating cost, strategy capability, and operational reliability. Advertised backtest returns are never scored.

Data checked Nov 2026 · Independent rankings · We show our work

Reviewed 3 November 2026Next review by 18 December 2026Published 3 August 2026Methodology v2026.11.1

How this page is reviewed

Reviewed means every product ranked on this page was read against its sources on or after that date; every ranked category is re-read at least every 45 days. Models research, extract and parse. A deterministic engine ranks. Every quote passes an adversarial refute pass.

Accountable for this review: Mathias Siemonsmeier, Founder.

How we review · Review calendar · Corrections log · How we make money

Direct answer

What is the best crypto trading bot in 2026?

Freqtrade ranks #1 overall for trading bots on ChainChoice. Open-source Python bot that ships tooling to invalidate its own backtests. It holds that rank under an affiliate-blind methodology scored across 4 published, weighted criteria — the code that ranks providers physically cannot read affiliate payouts (CI-enforced), so a payout can't move a rank. The verdict re-computes on every fee change, incident, or regulatory action; the full reasoning and the audit receipt are under Methodology.

How you can lose money here, and what the ranking scores

Liveness failure: the operator stops, censors you or loses data.
Scored by Operational reliability · 20% (Freqtrade 6/10, Cryptohopper 6/10, Gunbot 3/10)
Custody failure: whoever holds the assets loses or withholds them.
Scored by Key custody posture · 30% (Freqtrade 10/10, Cryptohopper 5/10, Gunbot 8/10)

Not assessed by this ranking: Execution failure, Exit failure. A high place says nothing about these; the Methodology tab says what each means.

Also scored, as cost, quality or a summary of several families: True cost of operation (26%), Strategy capability (24%).

FAQs

3 questions readers ask before choosing trading bots.

Frequently asked

Questions people ask before choosing trading bots

Do I need a bot at all if I trade manually?

Not for occasional trades. A bot earns its risk once you are running a rule you would otherwise execute by hand at hours you cannot cover — and it never generates alpha on its own, it only executes the strategy you configured, including the flawed ones.

Are trading bots safe?

A bot executes the strategy you configured, including the flawed ones — it does not generate alpha. The scored risk is where the keys live and whether withdrawal permission is ever required.

What matters most when picking a trading bot?

Key-custody posture and the true cost at the binding constraint usually matter more than the sticker price. Advertised backtest returns are never scored — only whether they can be independently validated.

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Best picks

Best trading bots in 2026

Weighted on key custody posture (30), true cost of operation (26), strategy capability (24), and operational reliability (20). The heaviest is key custody posture: Self-hosted keys, cloud-held keys, or full custody — and the breach history of that surface.

Best overall

Freqtrade

Open-source Python bot that ships tooling to invalidate its own backtests

Data checked Nov 2026

Best for: Custody — 10/10

Browse this network

Written and reviewed by Mathias Siemonsmeier Founder

Not financial advice · For informational purposes only · Always do your own research

Your setup

6 providers match your requirements

Why it leads

Estimated cost for you

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