Binance's $6.36B hack, traced onchain
Vincent Charles
November 4, 2026 · 7 min read

Market News
News: Binance loses $6.36B in the largest crypto theft on record
TRM Labs · CoinDesk · Oct 30 to Nov 2
- $6.36B left Binance wallets on 10 chains on Oct 29, most of it in about 20 minutes
- TRM attributes it to North Korea's TraderTraitor; nearly $2.7B was frozen, ~$2.4B sits in ETH and BTC
- Withdrawals reopened Nov 1: $4.65B out vs $1.01B in over the first ~9.5 hours; Binance says it replenished ~95%
For analysts: wallet outflows are not customer withdrawals. DefiLlama saw $6.1B leave Binance-linked wallets in 24h, which can include internal transfers.
Sources: TRM Labs · CoinDesk · CoinDesk live
News: ETF investors pull back after the hack
Farside · SoSoValue · Oct 30 to Nov 2
- US spot BTC ETFs lost $643.2M on Oct 30, the largest daily outflow in more than 4 months
- Another $398.6M left on Nov 2; IBIT alone saw ~$405.3M in redemptions
- Spot ETH ETFs lost $1.61B in October, their biggest month of outflows since launch
For analysts: one fund drove Nov 2. Check per-issuer flows before reading a total as a broad exit.
Sources: Farside · Crypto News AU · CoinDesk
New: Blockchain Data Engineering Guide
The Blockchain Data Engineering Guide is out
Become the data engineer crypto companies are hiring for: from how raw chain data is shaped to tested, queryable models, with code you can run.
125 pages, 22 hands-on exercises, 7 end-to-end projects and a private GitHub repo. PDF, ePub and Markdown.
Launch price until Nov 17.
Onchain Data News
News: TRM traces how the Binance proceeds are laundered
TRM Labs · Nov 3
- On TRON: a self-minted token and pool let stolen funds change hands with no direct transfer
- Lending receipt tokens moved value between wallets, out of sight of USDT-only traces
- Chained cross-chain swaps; funds now move on TRON and Solana, the big ETH and BTC balances sit parked
For analysts: trace receipt and pool tokens, not just stablecoins, and screen several hops out.
Sources: TRM Labs · Decrypt · CoinDesk
News: GoldRush MCP lands in Claude's connector directory
Covalent GoldRush · Oct 29
- 37 tools: 28 blockchain data tools on 65 chains plus 9 protocol analytics tools
- The analytics tools refuse mismatched comparisons
- Also works at its MCP endpoint with ChatGPT, Grok, Claude Code and Cursor
For analysts: pair it with the new with-classification flag (Oct 22), which labels transactions by action.
Sources: Changelog · Classification
Chart of the Week, powered by Allium
Chart: Binance net flows by chain
Daily net flow in USD, Oct 25 to Nov 1
Caption: Allium · Binance daily net flow by chain (USD) · below zero means money leaving Binance · transfers between Binance's own wallets excluded · Other: Arbitrum, Avalanche, Base, Optimism, Plasma, Polygon, Linea, HyperEVM
- Ethereum carried most of it: about $4.3B of daily net flow (counted in absolute terms) over the 8 days, vs Tron $1.25B, BSC $1.1B and Solana $0.52B
- Nov 1, withdrawals reopen: the biggest day, about $3.33B net out, led by Ethereum ($2.66B) with BSC joining ($864M). USDT + USDC alone were about $2.85B net out, almost all USDT
- Tron mattered around the hack: Oct 29 was about $750M net out (Ethereum $584M, Tron $159M), then Oct 30 about $590M came back in, led by Tron ($290M) and Ethereum ($177M)
- Before the hack, Oct 25 to 28: steady net outflows, stablecoins about $130M to $630M a day, mostly Ethereum and Tron
Why it matters: this is the net flow of Binance-labeled wallets, not the $6.36B TRM says was stolen (Market News). The two measure different things and only agree in direction: the big exit came when withdrawals reopened, not on hack day.
Data stops at Nov 1 (Nov 2 and 3 not yet published). No Bitcoin: token transfers on chains like Ethereum and Tron only. Chart values were typed in from Allium's curated metric and rounded, so treat USD figures as approximate.
Jobs of the week
4 picks from 345+ open roles.
Job: Senior Data Scientist, Platform
Coinbase · Remote US · $180k–$212k
Job: Senior Risk Analyst, Payments Risk Ops
Coinbase · Remote US · $180k–$212k
Job: VP, Data Engineer (KDB Developer)
Galaxy · Mumbai · Competitive
Job: GM, Head of Data
Coin Metrics (Talos) · London / New York · Competitive
WizardCamp · Solana
Is Solana's failure rate 25% or 44%?
Caption: Exercise sample: 140 mainnet blocks, Aug 24–30, 2026
- The failed count covers non-vote (app) transactions, but votes are about half of all transactions
- Divide by the wrong total and the failure rate drops by almost half
- Puzzle: daily failed share of non-vote transactions, from
blocksonly
Catch: sum per day first, then divide, and guard against a zero denominator.
blocks(slot, block_date, total_transactions,
total_vote_transactions,
total_non_vote_transactions,
failed_non_vote_transactions)
-- expected: block_date | failed_transactions
-- | non_vote_transactions | failed_share_pct
Next, in Pro: the share of Solana transactions that set a priority fee. Pro is $15/month, or $12/month billed annually.
Service highlight
Fractional Head of Data by Vincent Charles
Your Web3 data lead, without the full-time hire
Data strategy, KPIs, stack architecture and team mentorship from a former Binance and Morpho data lead. Plus hands-on pipelines, indexing, BI dashboards and executive reporting.
Strategy and the hands-on data engineering, all in one, from the same person.
- Advisory: Data Strategy Audit · Web3 OKR Strategy · Advisory Call
- Data services: Dune Dashboards · Onchain Pipelines · Product Analytics · Web3 Attribution · Web3 SEO
Join the community
Join CryptoDataWizards
- Our Telegram community of onchain data professionals
- Ask questions, share queries, discuss anything onchain

- Founder of Unchain Data
- Former data lead at Morpho Labs and Binance
- Builds Dune dashboards and data pipelines across Ethereum, Solana and Sui
- Advises VC funds and DeFi protocols on data strategy
- Featured on BBC for blockchain data research
Ready to practice what you just read?
WizardCamp has interactive SQL exercises on real blockchain data. Write queries, get instant feedback, earn certificates.
Explore WizardCamp