How do you evaluate a crypto trading bot?

Evaluating a crypto trading bot comes down to a few questions — here's a framework that separates the marketing from what actually matters.

1. What is it actually doing?

Bots come in very different flavors, and "bot" is an overloaded word:

• DCA / rebalancing — buys/sells on a schedule. Low risk, low effort, mostly automates discipline.
• Grid trading — places buy/sell orders at intervals around a price range. Works in choppy/sideways markets, loses in strong trends.
• Market-making — provides liquidity to earn spread. Needs tight execution and deep markets.
• Copy-trading / signal bots — mirror someone else's trades. You're betting on a strategy you don't control.
• Meme-coin sniper / "PvP" bots — front-run launches, snipe new tokens. Highest risk, essentially gambling on very new, low-liquidity tokens.

Ask the bot to explain its strategy in plain language. If it can't, that's a red flag.

2. Transparency

• Is the strategy open source or publicly documented? Closed-source "black box" bots can hide anything — including taking your keys.
• Are historical returns auditable or just a claimed screenshot? Anyone can fabricate a P&L chart. Look for verifiable on-chain trading history, not a testimonial.
• Does the code/team have any verifiable identity? Anonymous teams with aggressive marketing are a major red flag.

3. Where your money sits — the single most important question

This decides almost everything about risk:

• Non-custodial — the bot trades via an API key you hold, funds stay in your wallet. Best case: you can disable it and the bot can only do what the API permissions allow.
• Custodial — you deposit funds into the bot/project. You're trusting them entirely. If it's a "platform" that holds your coins, ask what entity is behind it and what recourse you have.

Regardless: never give a bot your main wallet's keys or withdrawal permissions. Use an API key limited to trading-only, and ideally a separate hot wallet with only what you're willing to lose.

4. Costs

Read the fee structure carefully — bots often charge a performance fee (a % of profits) on top of the exchange's own trading fees. With high-frequency strategies, trading fees can eat all the edge. A bot that trades 100 times a day on 0.1% fees is paying real money in friction before it earns anything.

5. Fees vs. where it trades

Bots need to trade on an exchange — and the exchange's fees, KYC, and reliability are part of the bot's cost too. If you're evaluating a specific bot and want to see which exchanges it plugs into (and what they charge), I can pull that up — just tell me which bot or platform you're looking at.

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The honest bottom line: the best "bot" is usually a simple, non-custodial strategy you understand, running on a separate wallet with API keys restricted to trading. The more complex and the more money it asks you to deposit into it, the more you should assume it's the product — not the service.

Want me to check a specific bot or trading platform? I can look it up and compare its fees and security signals.