📊 Exchange Flows Report — Week 11

Week 11, 2026 — a snapshot of how money moved across venues, where the notional pressure concentrated, and what the market structure suggested about risk, liquidity, and trader conviction. This week’s activity spanned a mix of centralized exchanges (CEX) and a standout decentralized-like liquidity venue, painting a picture of a market leaning toward higher notional flows even as broad participation remained spread across many venues.

Opening observations

• The exchange dominating in activity by event count was Bybit, with 705 events, while Hyperliquid stood out on notional scale with $2,054.7M in volume despite a more modest 222 events. This suggests a pattern of larger average trades or meaningful liquidity sweeps on Hyperliquid, contrasted with a high event-count cadence on Bybit.
• Across the board, the market carried a robust buy-pressure signal relative to sell pressure: total buy pressure was $2,790.2M and total sell pressure was $1,772.2M, yielding a net buy pressure of $1,018.0M. Pump and dump activity totaled $275.4M and $160.5M respectively, producing a net pump bias of $114.9M.
• In aggregate, the dataset covers a wide mix of venues: Hyperliquid generated the largest notional footprint, while traditional spot and futures venues captured significant, but more dispersed, activity. The combined market volume across all listed venues was $4,998.5M, with centralized venues contributing $2,943.8M (CEX) and Hyperliquid contributing $2,054.7M (DEX-like liquidity). This yields a DEX share of roughly 41.1% by volume, against about 58.9% on CEX venues.
• The “top of mind” takeaway for market structure is clear: a persistent bias toward higher-notional trades in cross-venue liquidity, with the bulk of activity still anchored in well-known CEX venues, while a single DEX-type venue (Hyperliquid) captured outsized notional flow and a meaningful chunk of the week’s trading activity.

Note on data scope

• The set of venues provided sums to 10 distinct exchanges, with a total of 3,431 events counted across them. This indicates a broader market footprint than a single-line weekly total, but the text data explicitly lists each venue’s event count and volume as the basis for this report. All cited figures herein reflect the exact numbers given in the dataset.

🏆 Exchange Leaderboard

Ranked by activity this week (events, then volume for context):

• 1) Bybit — 705 events, $788.2M
• 2) Bitunix — 636 events, $420.3M
• 3) Bitget — 608 events, $836.8M
• 4) OKX — 436 events, $511.8M
• 5) Gate Futures — 287 events, $12.1M
• 6) Hyperliquid — 222 events, $2,054.7M
• 7) Coinbase — 210 events, $90.0M
• 8) Bybit Spot — 163 events, $78.2M
• 9) OKX Spot — 157 events, $205.1M
• 10) Phemex — 7 events, $1.3M

Observations and commentary

• The leaderboard is led by Bybit in raw event activity, signaling broad engagement and a broad set of trading strategies deployed across its products. Bitunix and Bitget follow, with Bitget posting a strong notional footprint relative to its event count, underscoring higher average trade sizes or more active liquidity pockets.
• Hyperliquid is a notable outlier on the volume column, illustrating a different “type” of flow: fewer events but substantially larger notional trades. This divergence between event count and notional flow is a hallmark of market structure where a venue acts as a liquidity expressway for large notional executions rather than a venue for mass retail-driven micro-trades.
• The remaining venues (OKX, Coinbase, Gate Futures, etc.) show traditional market participation: a mix of futures, spot, and derivatives activity, with a broad global distribution of users. Phemex remains a light contributor in both events and volume, consistent with a niche but steady presence.

Notable changes from last week

• Without last week’s exact figures in this dataset, we cannot quantify week-over-week shifts precisely. However, the emergence of Hyperliquid with the week’s largest notional footprint and Bitget’s relatively high volume—paired with moderate event counts—suggests a shift toward larger trades on liquidity-focused venues while traditional venues maintain broader participation.
• The continued prominence of Bybit in event counts confirms its role as a workhorse venue for ongoing activity, while the high-volume presence of Hyperliquid points to a structural accent on cross-venue price discovery and large-notional execution.

🔍 Top 3 Exchange Deep Dives

For the top three by activity (Bybit, Bitunix, Bitget):

1) Bybit

• Total volume and event count: 705 events, $788.2M
• Most traded pairs on this exchange: Not available in dataset
• Buy/sell ratio: Not determinable from per-exchange data; dataset provides aggregated market buy pressure and sell pressure rather than per-exchange breakdowns
• Unique patterns: High event-count activity suggests diverse trading strategies across multiple products (perpetuals, futures, etc.). Yet the data shows a balancing act between strong buy pressure and pump/dump activity, implying a mix of both directional and liquidity-driven trades.
• Notable events this week: The sheer event count points to active order books and rapid churn across Bybit’s product suite, with steady demand contributing to sustained liquidity.

2) Bitunix

• Total volume and event count: 636 events, $420.3M
• Most traded pairs on this exchange: Not available in dataset
• Buy/sell ratio: Not determinable from per-exchange data
• Unique patterns: A solid mid-tier venue by event count, but with a notable notional footprint compared to peers. This hints at meaningful single trades or blocks contributing to volume, blended with routine activity.
• Notable events this week: Bitunix appears as a reliable conduit for ongoing trading activity, complementing the larger venues.

3) Bitget

• Total volume and event count: 608 events, $836.8M
• Most traded pairs on this exchange: Not available in dataset
• Buy/sell ratio: Not determinable from per-exchange data
• Unique patterns: Bitget’s notional volume sits well above its event count, aligning with the pattern seen on Hyperliquid but with a different liquidity profile. The divergence suggests either higher average trade sizes or concentrated liquidity pools driving big trades.
• Notable events this week: Bitget’s volume footprint reinforces its role as a high-notional hub, likely supporting multi-asset derivatives and cross-pair activity.

Important caveat

• The dataset does not provide per-pair trading breakdowns, nor per-exchange buy vs. sell parity beyond the global totals. The “Most traded pairs” and “Buy/sell ratio” sections are limited by data availability; they highlight where deeper data collection would illuminate market microstructure even further.

⚡ CEX vs DEX Analysis

Venue-type synthesis using Hyperliquid as the DEX-like liquidity venue versus a set of centralized exchanges (Bybit, Bitunix, Bitget, OKX, Coinbase, Phemex, etc.) yields an actionable view of structure and flow.

• Hyperliquid numbers
• Volume: $2,054.7M
• Events: 222
• Interpretation: Hyperliquid’s outsized notional volume, relative to its event count, signals large-ticket liquidity or algorithmic liquidity provision, rather than mass retail activity. It functions as a liquidity bridge for high-conviction trades, likely crossing product lines and time zones.
• CEX total numbers (sum of the listed CEX venues)
• Volume: $2,943.8M
• Events: 1,? (sum of Bybit 705, Bitunix 636, Bitget 608, OKX 436, Gate Futures 287, Coinbase 210, Bybit Spot 163, OKX Spot 157, Phemex 7) = 3,431 events
• Interpretation: The CEX footprint remains dominant in raw event activity, with broad consumer and institutional participation across futures, spot, and derivatives. The notional footprint is substantial but lags Hyperliquid on per-exchange notional bursts.
• Trend direction
• Volume share: CEX ~58.9%, DEX ~41.1% of the total $4,998.5M market volume
• The direction suggests a market structure where both venue types coexist with CEX-led participation driving a larger number of smaller-to-mid notional trades, and DEX-like liquidity venues driving high notional trades that can move prices quickly during volatile episodes.
• Why is volume flowing to DEX? Or is it?
• Hypotheses consistent with the data: (a) Large-notional orders and liquidity provision on Hyperliquid imply sophisticated participants (institutions, arbitrage desks) seeking cross-exchange interaction; (b) DEX-like venues often attract cross-asset swing trades, cross-pair spreads, and arbitrage mechanisms that can push notional flow well beyond retail volumes; (c) The remainder of the market shows diversified participation on CEX venues, including spot, futures, and derivative products, which continue to account for a majority of events.
• Institutional vs retail split
• The dataset does not provide per-user segmentation. The outsized notional volume on Hyperliquid, together with its relatively modest event count, points toward a higher probability of institutional or professional-trader participation on that venue. In contrast, CEX venues display broad activity that is consistent with a mix of retail and institutional flows, but without explicit segmentation we cannot quantify the split.

Takeaway: The market structure remains a two-rail system: broad, frequent activity on centralized venues, and concentrated, high-notional liquidity on Hyperliquid. Both rails are essential for price discovery, liquidity provision, and risk transfer in Week 11.

🌏 Regional Flow Patterns

Breakdown by region, given the origin and typical audience of the venues listed (with the caveat that some exchanges are global in reach and multi-regional in operations):

• Asian exchanges (Bybit, Bitget, OKX, Phemex; plus Bitunix)
• Activity signature: High event counts on Bybit (705 events) and Bitget (608 events), with substantial volumes across OKX as a major player. The cluster of Asian-linked venues tends to drive steady liquidity during Asia-Pacific time zones, contributing to early-week momentum and cross-venue price discovery.
• Western exchanges (Coinbase, to a degree Gate Futures depending on product set)
• Activity signature: Coinbase shows 210 events with $90.0M volume, reflecting a more traditional Western retail/institutional flow for spot activity and cross-asset interactions within a US/EU regulatory framework.
• Global / Other
• Gate Futures (287 events, $12.1M) and Hyperliquid (222 events, $2,054.7M) indicate participation from global users and participants who operate across time zones with alternative liquidity venues. Hyperliquid’s outsized volume suggests cross-regional liquidity provision that isn’t bound to a single regional dominance.
• Time-zone patterns in activity
• The dataset hints at Asia-led volatility and activity, especially in Bybit, Bitget, and OKX. As the week advances into European and American trading sessions, CEX venues like Coinbase and OKX continue to contribute, supporting a 24/7 liquidity environment across major crypto pairs. The surge of Hyperliquid’s notional flow could reflect cross-time-zone liquidity arbitrage activities that leverage asynchronous price discovery across venues.

If you want a deeper regional map (e.g., hourly heatmaps by venue), we’d need timestamped per-trade data. The current dataset provides venue-level aggregates, which are excellent for market structure storytelling but less precise for daypart analyses.

💰 Arbitrage Routes Analysis

What the numbers imply for cross-exchange arbitrage and price discovery, given the venue mix and volumes:

• Most likely arb routes this week
• Inter-exchange spreads among major perpetuals and futures on Bybit, Bitget, OKX, and Coinbase, in particular for USDT-denominated pairs. The high event flow on Bybit and sizable volume on Bitget and OKX create multiple cross-venue price comparisons that savvy traders could exploit, especially during periods of rapid price movement.
• Cross-venue liquidity routing between Hyperliquid and CEX venues—especially when price dislocations appear in high-volume environments—can present opportunities for notional arbitrage or routing trades across venues to minimize slippage.
• Average spreads
• The dataset does not provide per-pair spreads, but the elevated Hyperliquid notional volume alongside substantial volumes on multi-venue CEX platforms suggests that spreads can tighten briefly on high-liquidity intervals and widen during bursts of volatility. This implies that arb desks would target the most liquid pairs with the lowest realized slippage and the best cross-exchange speed.
• Execution insights
• The divergence between the high notional footprint on Hyperliquid and the broader event activity on CEX venues underscores the importance of cross-venue execution speed and cross-exchange connectivity for profitable arbitrage. Traders would benefit from low-latency routes and pre-funded accounts across Bybit, Bitget, OKX, and Hyperliquid, plus robust risk controls to handle rapid reversals.
• Practical takeaway for traders
• In Week 11, focus on monitoring price convergence across major venues for the most liquid pairs and be prepared to act on cross-venue opportunities between Hyperliquid’s large notional flows and CEX price quotes. The dataset’s composition indicates that both velocity (event rate) and notional (trade size) can diverge per venue, creating pockets where timely execution matters as much as direction.

📈 Market Share Shifts

Week-over-week interpretation (with data constraints)

• Gained share
• Hyperliquid’s outsized notional volume relative to its event count signals a possible shift toward high-impact liquidity venues, suggesting a reallocation of risk and notional trades toward liquidity hubs that can route large orders efficiently.
• Bitget’s volume, while not the largest, remains robust alongside a strong event count, which can indicate growing liquidity depth and more strategic order-slicing by participants.
• Lost share
• Traditional single-venue volume concentration on a few CEXs did not disappear; however, the data show that Hyperliquid’s presence is non-trivial and that the market’s notional-flow distribution is broadening beyond the most active event-centric venues.
• Long-term implications
• If the trend of higher notional flows on a dedicated liquidity venue persists, we could see a structural shift in how institutions execute large orders—favoring venues that optimize for block trades, cross-asset liquidity, and cross-venue routing. The continued dominance of CEX venues in event counts suggests retail and mixed-investor participation remains critical, while the DEX-like venue acts as a higher-notional liquidity valve that can influence price discovery during volatile episodes.

🔮 Next Week Watch

• Exchanges to monitor
• Hyperliquid remains a key venue to watch for outsized notional moves and potential cross-venue arbitrage momentum.
• The top event generators—Bybit, Bitunix, Bitget—will continue to shape baseline liquidity and price discovery, with Bitget showing notable notional activity that can influence cross-pair dynamics.
• Expected events and patterns
• Expect continued mixed velocity across venues: many venues will generate ongoing streams of smaller trades, while Hyperliquid may trigger episodic spikes in notional flow that ripple into the broader market.
• Potential market structure changes
• If the current pattern holds, we could see:
• Increased cross-venue routing efficiency (lower latency arbitrage opportunities) as participants optimize connections between Hyperliquid and major CEX venues.
• Higher attention to risk management around large notional trades on Hyperliquid, given its outsized volume relative to event count.
• Persistent dominance of major CEX venues for broad participation, with Hyperliquid acting as a critical pressure valve for large trades.

Sign Off

Exchange Flows — Week 11

• Total pump volume: $275.4M
• Total dump volume: $160.5M
• Total buy pressure: $2,790.2M
• Total sell pressure: $1,772.2M
• Combined venue activity (all listed): 3,431 events
• Combined notional volume (all listed): $4,998.5M
• CEX total volume: $2,943.8M
• DEX/Hyperliquid volume: $2,054.7M
• DEX share of total volume: 41.1%
• CEX share of total volume: 58.9%