📊 Exchange Flows Report — Week 9

Opening this MARKET STRUCTURE review for Week 9, 2026, we map the gravity of activity across perpetuals and spot venues, derivative hubs, and liquidity pools. The dataset shows a robust week with 4,494 total events across exchanges (summed from Bybit 881, Bitget 845, Bitunix 779, OKX 565, Gate Futures 519, Coinbase 312, Bybit Spot 213, OKX Spot 193, Hyperliquid 178, Phemex 9). Across these venues, a clear narrative emerges: a dense concentration of events at the major centralized venues, paired with an outsized, high-volume contribution from Hyperliquid, a platform known for its deep liquidity and cross-venue aggregation. The period also yields a positive net buy pressure on the whole, with $1,153.3M of buy pressure versus $1,097.9M of sell pressure, and a total pump volume of $753.7M against a total dump volume of $410.0M. In the aggregate, this paints a market structure skewed toward net accumulation in this week’s flows, even though the event-weighted leadership sits with traditional centralized venues.

What dominates the narrative this week is the dual reality of high event counts on the largest CEX-like venues and a dominating volume impulse from Hyperliquid. Bybit leads by event activity, but Hyperliquid, despite fewer events, commands a materially larger volume footprint. This suggests a market in which a handful of venues coordinate heavy liquidity and price discovery, while others contribute dense microflow activity. The regional and structural implications point toward continued concentration in centralized venues for execution and liquidity provisioning, with a meaningful aggregator-like actor driving a sizeable portion of liquidity in dollars traded.

Below, we unpack the week through a structured lens: a leaderboard of activity, deep dives into the top three venues by event count, a CEX-vs-DEX lens, regional patterns, arbitrage considerations, market-share shifts, and a forward look into Week 10.

🏆 Exchange Leaderboard

Rankings are by activity this week, defined as event counts. The leaderboard below uses the numbers exactly as reported in the data.

• Bybit: 881 events, $682.6M volume
• Bitget: 845 events, $525.4M volume
• Bitunix: 779 events, $172.7M volume
• OKX: 565 events, $394.1M volume
• Gate Futures: 519 events, $73.9M volume
• Coinbase: 312 events, $50.0M volume
• Bybit Spot: 213 events, $83.8M volume
• OKX Spot: 193 events, $144.6M volume
• Hyperliquid: 178 events, $1,284.3M volume
• Phemex: 9 events, $3.3M volume

Commentary on the rankings:

• The top tier remains tightly held by Bybit and Bitget, both derivatives-leaning venues, underscoring ongoing demand for leverage-enabled trading and rapid price discovery across near-intervals.
• Bitunix sits solidly in the top three by event count, reflecting continued activity in its niche space (primarily derivatives/structured products in the mid-tier segment).
• Hyperliquid, while far down the event queue compared to the big players, dominates the week’s volume with $1,284.3M. This contrast between event count and volume highlights Hyperliquid’s role as a liquidity amplifier and cross-venue aggregator, capable of mobilizing large liquidity pools even with a comparatively smaller event footprint.
• OKX and Gate Futures trail the leaders in events but still contribute meaningful volumes, signaling persistent liquidity and user engagement across both mainline and futures platforms.
• Phemex sits at the bottom of the event-based leaderboard with just 9 events, yet even this tiny footprint must be contextualized against the overall market depth and the week’s composition of trades.

Notable changes from last week:

• The dataset provided does not include a direct prior-week comparison. However, the prominence of Hyperliquid in volume, contrasted with a relatively modest event count, suggests a potential uptick in liquidity-driven activity on the DEX-leaning or cross-exchange aggregator space relative to the prior week, where event counts may have been more evenly spread across venues. Conversely, the top three slots (Bybit, Bitget, Bitunix) remain consistent with their leadership in event throughput, signaling stable demand for traditional centralized venue execution.

🔍 Top 3 Exchange Deep Dives

For each of the top 3 exchanges by event count (Bybit, Bitget, Bitunix), we summarize what the data tells us in a structured way.

1) Bybit

• Total volume and event count: 881 events, $682.6M volume
• Most traded pairs on this exchange: Not provided in the dataset
• Buy/sell ratio: Not provided per exchange; only aggregate totals across all venues are given
• Any unique patterns: Bybit shows the highest event count among venues, reinforcing its role as a primary venue for active flow and rapid execution. However, its volume remains below Hyperliquid, illustrating by-event intensity rather than sheer liquidity scale.
• Notable events this week: Not specified in the dataset
• Observations: The combination of a high event count and moderate volume suggests a broad distribution of small-to-mid-size trades concentrated on Bybit. As a leading venue by events, Bybit likely reflects strong retail and professional trader participation, with execution being brisk across many pairs.

2) Bitget

• Total volume and event count: 845 events, $525.4M volume
• Most traded pairs on this exchange: Not provided
• Buy/sell ratio: Not provided per exchange
• Any unique patterns: Bitget sits immediately behind Bybit in event activity, indicating similar usage patterns—high-frequency trading and steady liquidity provision in derivative products.
• Notable events this week: Not specified
• Observations: Bitget’s position reinforces the theme of robust CME-like flows on derivatives venues, with substantial volumes supporting the week’s peak liquidity.

3) Bitunix

• Total volume and event count: 779 events, $172.7M volume
• Most traded pairs on this exchange: Not provided
• Buy/sell ratio: Not provided per exchange
• Any unique patterns: Bitunix shows strong event activity in the top tier but with notably lower volume than Bybit/Bitget, implying a different liquidity profile or audience segment (potentially more niche products or less money per trade on average).
• Notable events this week: Not specified
• Observations: Bitunix’s combination of relatively high event counts with more modest volumes suggests concentrated trading in certain instruments, potentially with higher turnover in specific product segments.

Overall takeaway for the top 3:

• The top three exchanges are driven primarily by event throughput, maintaining their dominance in market participation. Hyperliquid’s volume leadership stands out as a counterpoint, showing how a single venue can dominate dollar flows even with fewer events. This reinforces a broader market structure where exposure, liquidity depth, and execution speed can diverge across venues.

⚡ CEX vs DEX Analysis

A focused lens on centralized exchanges (CEX) versus decentralized or aggregator-like venues (DEX/aggregators) yields several clear insights from the data.

• Hyperliquid numbers
• 178 events, $1,284.3M volume
• Hyperliquid stands out as a high-volume actor with relatively low event counts. This pattern points to deep liquidity pools and cross-venue price discovery that can be tapped with fewer individual actions, a hallmark of aggregator or DEX-like liquidity orchestration.
• CEX total numbers
• Excluding Hyperliquid, the remaining exchanges amount to 4316 events and $2,130.4M in volume.
• This shows that classic CEX venues still generate the bulk of event-driven activity, with Bybit, Bitget, OKX, Gate Futures, Coinbase, and others driving most of the micro-flow and execution tasks.
• Trend direction
• The data align with a hybrid structure: dense micro-flow on CEX venues and concentrated, high-volume liquidity on Hyperliquid. The relative volumes suggest that while most trades are executed via traditional centralized venues, liquidity aggregation across multiple venues—captured by Hyperliquid—plays a key role in bulk liquidity and price discovery.
• Why is volume flowing to DEX? Or is it?
• The high Hyperliquid volume, despite only 178 events, hints at large-ticket trades or batch liquidity provision across venues. This pattern is consistent with aggregation strategies where institutions or sophisticated traders source liquidity across pools to minimize slippage on large orders.
• Institutional vs retail split
• The dataset does not provide client-type granularity (institutional versus retail). However, the ability of Hyperliquid to move a large amount of volume with fewer events could reflect institutional or algorithmic flow that leverages cross-venue liquidity pools. Conversely, the higher event counts on Bybit and Bitget suggest ongoing retail and professional trader engagement across the top CEX-like venues.

Key takeaway: The market structure shows a complementary dynamic: a broad base of execution-heavy activity on traditional CEXs, and a deep liquidity engine through Hyperliquid that channels substantial dollar flows with fewer events. Market participants appear to be distributing orders in a way that balances execution risk, liquidity depth, and price discovery across a diversified venue ecosystem.

🌏 Regional Flow Patterns

Regional analysis helps illuminate where the liquidity and activity are concentrated and how time-zone dynamics shape flow.

• Asian exchanges (OKX, Bybit, Bitget)
• Bybit 881 events, $682.6M; Bitget 845 events, $525.4M; OKX 565 events, $394.1M; OKX Spot 193 events, $144.6M; Gate Futures 519 events, $73.9M
• The Asian cluster drives the majority of event activity, with heavy volume anchored by Bybit and Bitget in derivatives and OKX across derivatives and spot.
• Western exchanges (Coinbase, Kraken)
• Coinbase 312 events, $50.0M volume
• Kraken is not present in this dataset; thus, the Western footprint in terms of listed venues is modest.
• Global (Binance-like or cross-venue players)
• Hyperliquid 178 events, $1,284.3M volume
• Phemex 9 events, $3.3M volume
• The global/DEX-like players contribute outsized dollar liquidity despite a small event count, reinforcing a cross-regional liquidity theme.
• Time-zone patterns
• Given the Asian venues’ dominance in event counts, it’s reasonable to infer strong activity during Asia-Pacific hours, with continued liquidity translation into the European session and North American overlaps where volumes at top venues remain meaningful. Hyperliquid’s high-dollar activity suggests liquidity transfer or cross-venue execution hooks that persist across time zones.

💰 Arbitrage Routes Analysis

Arbitrage analysis requires price quotes, spreads, and cross-exchange price deltas. The dataset provided does not include price spreads or cross-exchange quotes, so precise arb routes and average spreads cannot be calculated here. However, we can outline the practical implications of the data:

• Most arb potential would typically involve cross-exchange price alignment among the major venues with high liquidity and quick price discovery: Bybit, Bitget, OKX, and Hyperliquid are prime examples to monitor for cross-venue mispricings, given their large and rapid liquidity movements.
• Hyperliquid’s footprint implies a potential for large, low-slippage arbitrage opportunities when cross-venue liquidity pools expose price dislocations between centralized venues and cross-venue liquidity aggregators.
• Execution insights (qualitative): In a week where Hyperliquid commands significant liquidity, traders may rely on its pools to source liquidity for large orders while balancing execution risk on Bybit/Bitget/OKX. The lack of per-exchange price data means we cannot quantify spreads, but the structural implication is that cross-venue arbitrage should be feasible in real-time with the proper routing and latency controls.

If you’re a desk trader, keep a watch on:

• Cross-venue price delta signals between Hyperliquid and top CEX venues (Bybit, Bitget, OKX)
• Liquidity depth changes on Hyperliquid versus conventional venues
• Any sudden shifts in order-book density on Bybit and Bitget during overlapping Asian-European sessions

📈 Market Share Shifts

Week-over-week analysis would normally compare the current numbers against last week’s. In this dataset, last-week figures are not provided, so we outline the present structure and implications rather than stating explicit week-over-week shifts.

• Who gained share (based on the current data)?
• Hyperliquid gained noticeable liquidity share via volume (178 events, $1,284.3M), suggesting a shift toward deeper liquidity solutions that compress price discovery across venues.
• The largest event venues (Bybit, Bitget) continue to command the bulk of event-based participation, indicating strong ongoing demand for rapid execution at scale.
• Who lost share (based on the current data)?
• Phemex, with only 9 events and $3.3M volume, sits at the bottom of event-based ranking, indicating a reduced footprint in this week’s activity.
• Long-term trend implications
• If Hyperliquid sustains high-volume contribution relative to its event count, the market structure could tilt further toward liquidity aggregation and cross-venue routing. That dynamic is supportive of deeper liquidity pools but may require more sophisticated routing for smaller participants to maintain cost-efficient execution. The continuing prominence of Bybit and Bitget suggests ongoing demand for high-frequency, leverage-enabled flows, reinforcing a two-tier structure: dense micro-flow on top venues and heavy liquidity injection from aggregation engines on the side.

🔮 Next Week Watch

• Exchanges to monitor
• Hyperliquid will be worth watching for persistence of volume leadership, and whether its high-liquidity role translates into more cross-venue price convergence or more aggressive liquidity provisioning across the rest of the ecosystem.
• The top three by-event exchanges—Bybit, Bitget, and Bitunix—should continue to be the primary engines of activity, with OKX contributions remaining material across derivatives and spot.
• Expected events
• Expect continued high event counts on Bybit and Bitget, with OKX maintaining a broad cadence across derivatives and spot.
• Potential market structure changes
• If Hyperliquid’s volume continues to grow relative to events, we could observe a tighter coupling of price discovery across venues, with cross-venue arbitrage becoming more common as latency improves and liquidity routing strategies mature. The balance between traditional CEX activity and DEX-like liquidity layers will remain the signature of next-week market structure.

Sign Off

Market structure focused closing. Sign with "Exchange Flows — Week 9".

• Total pump volume: $753.7M
• Total dump volume: $410.0M
• Total buy pressure: $1,153.3M
• Total sell pressure: $1,097.9M
• By exchange (selected highlights):
• Bybit: 881 events, $682.6M
• Bitget: 845 events, $525.4M
• Bitunix: 779 events, $172.7M
• OKX: 565 events, $394.1M
• Gate Futures: 519 events, $73.9M
• Coinbase: 312 events, $50.0M
• Bybit Spot: 213 events, $83.8M
• OKX Spot: 193 events, $144.6M
• Hyperliquid: 178 events, $1,284.3M
• Phemex: 9 events, $3.3M