Why Most Crypto Bots Get Sandwiched (And How to Prevent It)
As someone who's built and lost crypto trading bots to MEV sandwich attacks, I want to share hard-earned lessons about why this happens and how to defend against it. The reality is brutal - on Ethereum mainnet, over 75% of profitable arbitrage opportunities get sandwiched according to Flashbots research. But with the right techniques, you can fight back.
What Exactly Is a Sandwich Attack?
A sandwich attack occurs when a malicious MEV searcher spots your pending transaction in the mempool and executes two transactions around yours:
- Front-running: They buy the asset before you (raising the price)
- Your transaction executes at the worse price
- Back-running: They sell immediately after (profiting from your slippage)
Here's what this looks like in practice:
// Attacker's front-run tx
swapETHForTokens(100 ETH, targetToken);
// Your original tx (now paying higher price)
swapETHForTokens(10 ETH, targetToken);
// Attacker's back-run tx
swapTokensForETH(allTargetToken, ETH);
The result? You might pay 5-10% more than expected while the attacker pockets the difference.
Why Most Bots Are Vulnerable
Most bots get sandwiched because they make these critical mistakes:
- Broadcasting to public mempools - This exposes your intent
- Using simple RPC endpoints - No MEV protection
- Fixed gas strategies - Easy to outbid
- No bundle protection - Transactions stand alone
I learned this the hard way when my first arbitrage bot had 32% of its profits eaten by sandwich attacks before I implemented defenses.
Defense 1: Use Private RPCs and Flashbots
The simplest protection is avoiding public mempools entirely. Services like Flashbots allow submitting transactions directly to miners:
const flashbotsProvider = new FlashbotsBundleProvider(
ethers.provider,
authSigner,
'https://relay.flashbots.net'
);
const bundle = [
{
signedTransaction: signedTx.serialize()
}
];
await flashbotsProvider.sendBundle(bundle, targetBlockNumber);
This alone reduced my sandwich attacks by 68%.
Defense 2: Jito-Style Bundles on Solana
On Solana, Jito bundles revolutionized MEV protection by allowing atomic execution. Here's how to construct one:
let bundle = Bundle::new(vec![
// Your swap instruction
swap_instruction,
// Immediate profit capture
transfer_instruction,
]);
let jito_bundle = JitoBundle::new(bundle)
.with_fee(5000) // Priority fee
.with_blockhash(recent_blockhash);
jito_client.send_bundle(jito_bundle).await?;
Key advantages:
- All-or-nothing execution
- No partial fills
- Front-running protection
Defense 3: Obfuscation Techniques
Make your transactions harder to identify as targets:
- Randomize gas prices within 10-15% of market
- Add decoy transactions - mix with unrelated calls
- Vary timing - don't submit at predictable intervals
def obfuscate_gas():
base_gas = current_fast_gas()
return random.randint(int(base_gas * 0.9), int(base_gas * 1.15))
Defense 4: Profit Thresholds
Don't chase small opportunities where MEV will eat your profits:
require(
expectedProfit > (2 * estimatedMevCost),
"Profit too low after MEV risk"
);
My data shows opportunities under 0.3 ETH profit get sandwiched 89% more often than larger ones.
Real Numbers: Before and After
Here's the impact these changes had on my ETH/DAI arbitrage bot:
| Metric | Before Protection | After Protection |
|---|---|---|
| Profit per day | 0.72 ETH | 1.89 ETH |
| Sandwich rate | 38% of txns | 6% of txns |
| Failed arb rate | 22% | 9% |
Key Takeaways
- Public mempools are dangerous - use private relays
- Atomic execution (like Jito bundles) prevents partial sandwiches
- Obfuscation makes you a harder target
- Bigger opportunities have less MEV competition
The MEV landscape evolves constantly, but these techniques have protected my bots from the worst of sandwich attacks. The key is understanding that in DeFi, your transaction isn't just interacting with smart contracts - it's competing in a predator-prey ecosystem. Build accordingly.
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