eth_newPendingTransactionFilter - Bittensor RPC Method
Create a filter for pending transaction notifications on Bittensor. Essential for mempool monitoring, transaction tracking, and MEV opportunity detection for decentralized AI inference, subnet-specific AI models, TAO staking, and cross-subnet AI collaboration.
Creates a filter on Bittensor that notifies when new pending transactions are added to the mempool. Once created, poll the filter with eth_getFilterChanges to receive an array of transaction hashes for pending transactions that have appeared since your last poll.
Why Bittensor? Build on the decentralized machine intelligence network built around subnets, TAO staking, and validator-miner coordination with Yuma Consensus, subnet-based specialization, dual Substrate and EVM surfaces, and onchain incentive coordination.
When to Use This Method
eth_newPendingTransactionFilter is essential for AI/ML developers, subnet operators, and teams building decentralized machine learning applications:
- Mempool Monitoring — Observe unconfirmed transactions on Bittensor to understand network activity and congestion
- Transaction Tracking — Detect when a specific transaction enters the mempool before it is mined
- MEV Opportunity Detection — Identify arbitrage, liquidation, or sandwich opportunities by watching pending transactions
- Gas Price Estimation — Analyze pending transactions to estimate optimal gas pricing for decentralized AI inference, subnet-specific AI models, TAO staking, and cross-subnet AI collaboration
Code Examples
Common Use Cases
1. Mempool Activity Dashboard
Monitor mempool throughput and transaction types on Bittensor:
async function mempoolDashboard(provider) {
const filterId = await provider.send('eth_newPendingTransactionFilter', []);
const stats = {
totalSeen: 0,
contractCalls: 0,
transfers: 0,
intervalStart: Date.now()
};
setInterval(async () => {
const txHashes = await provider.send('eth_getFilterChanges', [filterId]);
stats.totalSeen += txHashes.length;
for (const hash of txHashes) {
try {
const tx = await provider.getTransaction(hash);
if (!tx) continue;
if (tx.data && tx.data !== '0x') {
stats.contractCalls++;
} else {
stats.transfers++;
}
} catch (e) {
// Transaction may have been mined or dropped
}
}
const elapsed = (Date.now() - stats.intervalStart) / 1000;
const txPerSec = (stats.totalSeen / elapsed).toFixed(1);
console.log(`Mempool: ${stats.totalSeen} txs (${txPerSec}/s) | Calls: ${stats.contractCalls} | Transfers: ${stats.transfers}`);
}, 2000);
}2. Track Specific Address Activity
Watch for pending transactions involving a target address:
async function watchAddress(provider, targetAddress) {
const filterId = await provider.send('eth_newPendingTransactionFilter', []);
const target = targetAddress.toLowerCase();
console.log(`Watching pending transactions for ${targetAddress}...`);
setInterval(async () => {
const txHashes = await provider.send('eth_getFilterChanges', [filterId]);
for (const hash of txHashes) {
try {
const tx = await provider.getTransaction(hash);
if (!tx) continue;
const isFrom = tx.from?.toLowerCase() === target;
const isTo = tx.to?.toLowerCase() === target;
if (isFrom || isTo) {
console.log(`Pending tx detected for ${targetAddress}:`);
console.log(` Hash: ${hash}`);
console.log(` Direction: ${isFrom ? 'OUTGOING' : 'INCOMING'}`);
console.log(` Value: ${tx.value} wei`);
console.log(` Gas price: ${tx.gasPrice} wei`);
}
} catch (e) {
// Transaction already mined or dropped
}
}
}, 1000);
}3. Large Transaction Alert System
Detect high-value pending transactions:
async function largeTransactionAlerts(provider, thresholdEth = 10) {
const filterId = await provider.send('eth_newPendingTransactionFilter', []);
const thresholdWei = BigInt(thresholdEth * 1e18);
setInterval(async () => {
const txHashes = await provider.send('eth_getFilterChanges', [filterId]);
for (const hash of txHashes) {
try {
const tx = await provider.getTransaction(hash);
if (!tx || !tx.value) continue;
if (BigInt(tx.value) >= thresholdWei) {
const ethValue = Number(BigInt(tx.value)) / 1e18;
console.log(`LARGE TX: ${ethValue.toFixed(4)} ETH`);
console.log(` From: ${tx.from}`);
console.log(` To: ${tx.to}`);
console.log(` Hash: ${hash}`);
}
} catch (e) {
// Transaction may have already been mined
}
}
}, 1000);
}Error Handling
Common errors and solutions:
| Error Code | Description | Solution |
|---|---|---|
| -32603 | Internal error | Node may not expose mempool data — check node configuration |
| -32000 | Filter not found | Filter expired (~5 min inactivity) — recreate with eth_newPendingTransactionFilter |
| -32005 | Rate limit exceeded | Reduce polling frequency — mempool can be very active |
| -32601 | Method not found | Node does not support pending transaction filters — requires a full node with txpool enabled |
async function createPendingTxFilter(provider) {
try {
const filterId = await provider.send('eth_newPendingTransactionFilter', []);
return { supported: true, filterId };
} catch (error) {
if (error.code === -32601 || error.message.includes('not found')) {
console.warn('Pending transaction filter not supported by this node');
console.warn('This method requires a full node with txpool access');
return { supported: false };
}
throw error;
}
}Related Methods
eth_getFilterChanges— Poll this filter for new pending transaction hasheseth_uninstallFilter— Remove the filter when no longer neededeth_getTransactionByHash— Fetch full transaction details for hashes returned by the filtereth_sendRawTransaction— Submit a transaction that will appear in the pending pool
eth_newBlockFilter
Create a filter for new block notifications on Bittensor. Essential for block monitoring, chain progression tracking, and reorg detection for decentralized AI inference, subnet-specific AI models, TAO staking, and cross-subnet AI collaboration.
eth_chainId
Get the chain ID for Bittensor. Essential for transaction signing and network verification.