DeFi

Arbitrum vs Optimism vs Base: Which L2 Is Best for Trading Bots?

Layer 2 networks offer Ethereum security at a fraction of the cost. Compare Arbitrum, Optimism, and Base for trading bot deployment โ€” covering liquidity, fees, speed, and available protocols.

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AI Agents Hubยท2026-02-20ยท5 min readยท848 words

Builder of AI agents, crypto trading bots, and open-source automation tools. Sharing practical guides on how to build, deploy, and profit from AI and DeFi technology.

Why L2 Networks Have Changed Bot Economics

Ethereum's gas fees made many trading strategies economically impossible. A $50 transaction fee eliminates profit on any trade under $5,000. Layer 2 networks have changed this completely:

| Network | Avg Transaction Cost | Finality | |---------|---------------------|----------| | Ethereum Mainnet | $5-50 | ~12 seconds | | Arbitrum | $0.05-0.50 | <1 second | | Optimism | $0.05-0.50 | <1 second | | Base | $0.01-0.10 | <2 seconds | | Polygon | $0.01-0.05 | ~2 seconds |

For grid trading bots executing 100 trades/day, the cost difference is stark:

  • Mainnet: $500-5,000/day in gas
  • Arbitrum: $5-50/day in gas

Arbitrum: The DeFi Powerhouse

TVL: $15B+ | Ecosystem: Most mature among L2s

Arbitrum has the deepest DeFi liquidity of any L2. Key protocols:

  • GMX: The leading perpetuals DEX on Arbitrum ($1B+ open interest)
  • Uniswap V3: Deep liquidity for major pairs
  • Curve + Convex: Full stablecoin yield ecosystem
  • Aave V3: Full lending protocol
  • Camelot: Arbitrum-native DEX with strong liquidity programs

For bots: Arbitrum's maturity means lower risk. Protocols are battle-tested, liquidity is deep, and the developer tooling is excellent.

import { createPublicClient, http } from 'viem'
import { arbitrum } from 'viem/chains'

const client = createPublicClient({
  chain: arbitrum,
  transport: http(process.env.ARBITRUM_RPC || 'https://arb1.arbitrum.io/rpc'),
})

// GMX V2 positions
const GMX_V2_READER = '0x38d91ED96283d62182Fc6d990C24097A918a4d9b'

async function getGMXPositions(account: string) {
  // Fetch open GMX V2 positions
  const positions = await client.readContract({
    address: GMX_V2_READER,
    abi: GMX_READER_ABI,
    functionName: 'getAccountPositions',
    args: [account, 0n, 10n],
  })
  return positions
}

Optimism: Lower Fees, Growing Ecosystem

TVL: $7B+ | Ecosystem: OP Stack pioneer

Optimism is the original OP Stack chain. Key protocols:

  • Velodrome V2: The dominant DEX on Optimism ($500M+ TVL)
  • Synthetix: Derivatives and perpetuals
  • Uniswap V3: Present but less liquid than Arbitrum
  • Aave V3: Full protocol deployment

Bot advantages on Optimism:

  • Slightly lower fees than Arbitrum historically
  • Velodrome has excellent liquidity for OP-ecosystem tokens
  • OP token incentives can boost LP yields
import { optimism } from 'viem/chains'

const VELODROME_ROUTER = '0xa062aE8A9c5e11aaA026fc2670B0D65cCc8B2858'

// Swap on Velodrome
async function swapOnVelodrome(
  tokenIn: string,
  tokenOut: string,
  amount: bigint,
  isStable: boolean
) {
  const routes = [{ from: tokenIn, to: tokenOut, stable: isStable }]
  
  // Get quote
  const amounts = await client.readContract({
    address: VELODROME_ROUTER,
    abi: VELODROME_ROUTER_ABI,
    functionName: 'getAmountsOut',
    args: [amount, routes],
  })
  
  return amounts[amounts.length - 1]
}

Base: Highest Growth, Best for New Tokens

TVL: $2B+ (fastest growing L2) | Ecosystem: Coinbase-backed

Base has emerged as the hottest L2 in 2025-2026 due to Coinbase's distribution. Key protocols:

  • Aerodrome: Base's dominant DEX (fork of Velodrome)
  • Uniswap V3: Present with good liquidity on majors
  • Morpho: Lending protocol with better rates than Aave
  • Extra Finance: Leveraged yield farming

Base's unique advantages:

  • Most new token launches and meme coins deploy here first
  • Coinbase integration means easy USD onramp
  • Lowest fees of the three (consistently $0.01-0.05)
  • Fastest growth means more arbitrage opportunities

Head-to-Head Comparison for Bot Builders

| Factor | Arbitrum | Optimism | Base | |--------|----------|----------|------| | Fees | โ˜…โ˜…โ˜…โ˜… | โ˜…โ˜…โ˜…โ˜… | โ˜…โ˜…โ˜…โ˜…โ˜… | | Liquidity depth | โ˜…โ˜…โ˜…โ˜…โ˜… | โ˜…โ˜…โ˜…โ˜… | โ˜…โ˜…โ˜… | | Protocol variety | โ˜…โ˜…โ˜…โ˜…โ˜… | โ˜…โ˜…โ˜…โ˜… | โ˜…โ˜…โ˜…โ˜… | | New opportunities | โ˜…โ˜…โ˜… | โ˜…โ˜…โ˜… | โ˜…โ˜…โ˜…โ˜…โ˜… | | Developer tooling | โ˜…โ˜…โ˜…โ˜…โ˜… | โ˜…โ˜…โ˜…โ˜…โ˜… | โ˜…โ˜…โ˜…โ˜…โ˜… | | Risk level | Low | Low | Medium | | Best for | Arbitrage, yield | Synthetics, perps | Sniping, new tokens |

Multi-Chain Bot Architecture

The most profitable approach in 2026 is monitoring all three chains and routing trades to where the best opportunity exists:

const CHAINS = {
  arbitrum: {
    rpc: process.env.ARB_RPC!,
    dexes: ['uniswap_v3', 'gmx', 'camelot'],
    chain: arbitrum
  },
  optimism: {
    rpc: process.env.OP_RPC!,
    dexes: ['velodrome', 'uniswap_v3', 'synthetix'],
    chain: optimism
  },
  base: {
    rpc: process.env.BASE_RPC!,
    dexes: ['aerodrome', 'uniswap_v3', 'morpho'],
    chain: base
  }
}

async function findBestArbitrageOpportunity(
  tokenPair: [string, string],
  amount: bigint
): Promise<{ chain: string; dex: string; expectedOutput: bigint } | null> {
  
  const opportunities = await Promise.all(
    Object.entries(CHAINS).flatMap(([chainName, config]) =>
      config.dexes.map(async (dex) => {
        const quote = await getQuote(config.rpc, dex, tokenPair, amount)
        return { chain: chainName, dex, expectedOutput: quote }
      })
    )
  )
  
  // Find the best output across all chains and DEXes
  const best = opportunities.reduce((a, b) => 
    a.expectedOutput > b.expectedOutput ? a : b
  )
  
  // Only return if the opportunity is meaningful
  const minProfit = amount / 200n  // 0.5% minimum
  return best.expectedOutput > amount + minProfit ? best : null
}

Recommendation

For your first L2 bot: Start with Arbitrum. It has the deepest liquidity, the most protocols, and the best documentation. The slightly higher fees vs Base are worth the reduced execution risk.

For token launches and meme plays: Base is the right chain โ€” lower fees, most new activity, and Coinbase's growing distribution.

For structured products and perpetuals: Optimism/Synthetix is underused by retail bots and has interesting yield opportunities.

All three chains use the same EVM tooling โ€” your code works on all of them with just an RPC URL change.

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