Fri, May 8, 2026 Latest

Propagation anomalies

Detection of blocks that propagated slower than expected, attempting to find correlations with blob count.

Show code
display_sql("block_production_timeline", target_date)
View query
WITH
-- Base slots using proposer duty as the source of truth
slots AS (
    SELECT DISTINCT
        slot,
        slot_start_date_time,
        proposer_validator_index
    FROM canonical_beacon_proposer_duty
    WHERE meta_network_name = 'mainnet'
      AND slot_start_date_time >= '2026-05-08' AND slot_start_date_time < '2026-05-08'::date + INTERVAL 1 DAY
),

-- Proposer entity mapping
proposer_entity AS (
    SELECT
        index,
        entity
    FROM ethseer_validator_entity
    WHERE meta_network_name = 'mainnet'
),

-- Blob count per slot
blob_count AS (
    SELECT
        slot,
        uniq(blob_index) AS blob_count
    FROM canonical_beacon_blob_sidecar
    WHERE meta_network_name = 'mainnet'
      AND slot_start_date_time >= '2026-05-08' AND slot_start_date_time < '2026-05-08'::date + INTERVAL 1 DAY
    GROUP BY slot
),

-- Canonical block hash (to verify MEV payload was actually used)
canonical_block AS (
    SELECT DISTINCT
        slot,
        execution_payload_block_hash
    FROM canonical_beacon_block
    WHERE meta_network_name = 'mainnet'
      AND slot_start_date_time >= '2026-05-08' AND slot_start_date_time < '2026-05-08'::date + INTERVAL 1 DAY
),

-- MEV bid timing using timestamp_ms
mev_bids AS (
    SELECT
        slot,
        slot_start_date_time,
        min(timestamp_ms) AS first_bid_timestamp_ms,
        max(timestamp_ms) AS last_bid_timestamp_ms
    FROM mev_relay_bid_trace
    WHERE meta_network_name = 'mainnet'
      AND slot_start_date_time >= '2026-05-08' AND slot_start_date_time < '2026-05-08'::date + INTERVAL 1 DAY
    GROUP BY slot, slot_start_date_time
),

-- MEV payload delivery - join canonical block with delivered payloads
-- Note: Use is_mev flag because ClickHouse LEFT JOIN returns 0 (not NULL) for non-matching rows
-- Get value from proposer_payload_delivered (not bid_trace, which may not have the winning block)
mev_payload AS (
    SELECT
        cb.slot,
        cb.execution_payload_block_hash AS winning_block_hash,
        1 AS is_mev,
        max(pd.value) AS winning_bid_value,
        groupArray(DISTINCT pd.relay_name) AS relay_names,
        any(pd.builder_pubkey) AS winning_builder
    FROM canonical_block cb
    GLOBAL INNER JOIN mev_relay_proposer_payload_delivered pd
        ON cb.slot = pd.slot AND cb.execution_payload_block_hash = pd.block_hash
    WHERE pd.meta_network_name = 'mainnet'
      AND slot_start_date_time >= '2026-05-08' AND slot_start_date_time < '2026-05-08'::date + INTERVAL 1 DAY
    GROUP BY cb.slot, cb.execution_payload_block_hash
),

-- Winning bid timing from bid_trace (may not exist for all MEV blocks)
winning_bid AS (
    SELECT
        bt.slot,
        bt.slot_start_date_time,
        argMin(bt.timestamp_ms, bt.event_date_time) AS winning_bid_timestamp_ms
    FROM mev_relay_bid_trace bt
    GLOBAL INNER JOIN mev_payload mp ON bt.slot = mp.slot AND bt.block_hash = mp.winning_block_hash
    WHERE bt.meta_network_name = 'mainnet'
      AND slot_start_date_time >= '2026-05-08' AND slot_start_date_time < '2026-05-08'::date + INTERVAL 1 DAY
    GROUP BY bt.slot, bt.slot_start_date_time
),

-- Block gossip timing with spread
block_gossip AS (
    SELECT
        slot,
        min(event_date_time) AS block_first_seen,
        max(event_date_time) AS block_last_seen
    FROM libp2p_gossipsub_beacon_block
    WHERE meta_network_name = 'mainnet'
      AND slot_start_date_time >= '2026-05-08' AND slot_start_date_time < '2026-05-08'::date + INTERVAL 1 DAY
    GROUP BY slot
),

-- Column arrival timing: first arrival per column, then min/max of those
column_gossip AS (
    SELECT
        slot,
        min(first_seen) AS first_column_first_seen,
        max(first_seen) AS last_column_first_seen
    FROM (
        SELECT
            slot,
            column_index,
            min(event_date_time) AS first_seen
        FROM libp2p_gossipsub_data_column_sidecar
        WHERE meta_network_name = 'mainnet'
          AND slot_start_date_time >= '2026-05-08' AND slot_start_date_time < '2026-05-08'::date + INTERVAL 1 DAY
          AND event_date_time > '1970-01-01 00:00:01'
        GROUP BY slot, column_index
    )
    GROUP BY slot
)

SELECT
    s.slot AS slot,
    s.slot_start_date_time AS slot_start_date_time,
    pe.entity AS proposer_entity,

    -- Blob count
    coalesce(bc.blob_count, 0) AS blob_count,

    -- MEV bid timing (absolute and relative to slot start)
    fromUnixTimestamp64Milli(mb.first_bid_timestamp_ms) AS first_bid_at,
    mb.first_bid_timestamp_ms - toInt64(toUnixTimestamp(mb.slot_start_date_time)) * 1000 AS first_bid_ms,
    fromUnixTimestamp64Milli(mb.last_bid_timestamp_ms) AS last_bid_at,
    mb.last_bid_timestamp_ms - toInt64(toUnixTimestamp(mb.slot_start_date_time)) * 1000 AS last_bid_ms,

    -- Winning bid timing (from bid_trace, may be NULL if block hash not in bid_trace)
    if(wb.slot != 0, fromUnixTimestamp64Milli(wb.winning_bid_timestamp_ms), NULL) AS winning_bid_at,
    if(wb.slot != 0, wb.winning_bid_timestamp_ms - toInt64(toUnixTimestamp(s.slot_start_date_time)) * 1000, NULL) AS winning_bid_ms,

    -- MEV payload info (from proposer_payload_delivered, always present for MEV blocks)
    if(mp.is_mev = 1, mp.winning_bid_value, NULL) AS winning_bid_value,
    if(mp.is_mev = 1, mp.relay_names, []) AS winning_relays,
    if(mp.is_mev = 1, mp.winning_builder, NULL) AS winning_builder,

    -- Block gossip timing with spread
    bg.block_first_seen,
    dateDiff('millisecond', s.slot_start_date_time, bg.block_first_seen) AS block_first_seen_ms,
    bg.block_last_seen,
    dateDiff('millisecond', s.slot_start_date_time, bg.block_last_seen) AS block_last_seen_ms,
    dateDiff('millisecond', bg.block_first_seen, bg.block_last_seen) AS block_spread_ms,

    -- Column arrival timing (NULL when no blobs)
    if(coalesce(bc.blob_count, 0) = 0, NULL, cg.first_column_first_seen) AS first_column_first_seen,
    if(coalesce(bc.blob_count, 0) = 0, NULL, dateDiff('millisecond', s.slot_start_date_time, cg.first_column_first_seen)) AS first_column_first_seen_ms,
    if(coalesce(bc.blob_count, 0) = 0, NULL, cg.last_column_first_seen) AS last_column_first_seen,
    if(coalesce(bc.blob_count, 0) = 0, NULL, dateDiff('millisecond', s.slot_start_date_time, cg.last_column_first_seen)) AS last_column_first_seen_ms,
    if(coalesce(bc.blob_count, 0) = 0, NULL, dateDiff('millisecond', cg.first_column_first_seen, cg.last_column_first_seen)) AS column_spread_ms

FROM slots s
GLOBAL LEFT JOIN proposer_entity pe ON s.proposer_validator_index = pe.index
GLOBAL LEFT JOIN blob_count bc ON s.slot = bc.slot
GLOBAL LEFT JOIN mev_bids mb ON s.slot = mb.slot
GLOBAL LEFT JOIN mev_payload mp ON s.slot = mp.slot
GLOBAL LEFT JOIN winning_bid wb ON s.slot = wb.slot
GLOBAL LEFT JOIN block_gossip bg ON s.slot = bg.slot
GLOBAL LEFT JOIN column_gossip cg ON s.slot = cg.slot

ORDER BY s.slot DESC
Show code
df = load_parquet("block_production_timeline", target_date)

# Filter to valid blocks (exclude missed slots)
df = df[df["block_first_seen_ms"].notna()]
df = df[(df["block_first_seen_ms"] >= 0) & (df["block_first_seen_ms"] < 60000)]

# Flag MEV vs local blocks
df["has_mev"] = df["winning_bid_value"].notna()
df["block_type"] = df["has_mev"].map({True: "MEV", False: "Local"})

# Get max blob count for charts
max_blobs = df["blob_count"].max()

print(f"Total valid blocks: {len(df):,}")
print(f"MEV blocks: {df['has_mev'].sum():,} ({df['has_mev'].mean()*100:.1f}%)")
print(f"Local blocks: {(~df['has_mev']).sum():,} ({(~df['has_mev']).mean()*100:.1f}%)")
Total valid blocks: 7,196
MEV blocks: 6,786 (94.3%)
Local blocks: 410 (5.7%)

Anomaly detection method

The method:

  1. Fit linear regression: block_first_seen_ms ~ blob_count
  2. Calculate residuals (actual - expected)
  3. Flag blocks with residuals > 2σ as anomalies

Points above the ±2σ band propagated slower than expected given their blob count.

Show code
# Conditional outliers: blocks slow relative to their blob count
df_anomaly = df.copy()

# Fit regression: block_first_seen_ms ~ blob_count
slope, intercept, r_value, p_value, std_err = stats.linregress(
    df_anomaly["blob_count"].astype(float), df_anomaly["block_first_seen_ms"]
)

# Calculate expected value and residual
df_anomaly["expected_ms"] = intercept + slope * df_anomaly["blob_count"].astype(float)
df_anomaly["residual_ms"] = df_anomaly["block_first_seen_ms"] - df_anomaly["expected_ms"]

# Calculate residual standard deviation
residual_std = df_anomaly["residual_ms"].std()

# Flag anomalies: residual > 2σ (unexpectedly slow)
df_anomaly["is_anomaly"] = df_anomaly["residual_ms"] > 2 * residual_std

n_anomalies = df_anomaly["is_anomaly"].sum()
pct_anomalies = n_anomalies / len(df_anomaly) * 100

# Prepare outliers dataframe
df_outliers = df_anomaly[df_anomaly["is_anomaly"]].copy()
df_outliers["relay"] = df_outliers["winning_relays"].apply(lambda x: x[0] if len(x) > 0 else "Local")
df_outliers["proposer"] = df_outliers["proposer_entity"].fillna("Unknown")
df_outliers["builder"] = df_outliers["winning_builder"].apply(
    lambda x: f"{x[:10]}..." if pd.notna(x) and x else "Local"
)

print(f"Regression: block_ms = {intercept:.1f} + {slope:.2f} × blob_count (R² = {r_value**2:.3f})")
print(f"Residual σ = {residual_std:.1f}ms")
print(f"Anomalies (>2σ slow): {n_anomalies:,} ({pct_anomalies:.1f}%)")
Regression: block_ms = 1678.2 + 22.02 × blob_count (R² = 0.016)
Residual σ = 629.1ms
Anomalies (>2σ slow): 409 (5.7%)
Show code
# Create scatter plot with regression band
x_range = np.array([0, int(max_blobs)])
y_pred = intercept + slope * x_range
y_upper = y_pred + 2 * residual_std
y_lower = y_pred - 2 * residual_std

fig = go.Figure()

# Add ±2σ band
fig.add_trace(go.Scatter(
    x=np.concatenate([x_range, x_range[::-1]]),
    y=np.concatenate([y_upper, y_lower[::-1]]),
    fill="toself",
    fillcolor="rgba(100,100,100,0.2)",
    line=dict(width=0),
    name="±2σ band",
    hoverinfo="skip",
))

# Add regression line
fig.add_trace(go.Scatter(
    x=x_range,
    y=y_pred,
    mode="lines",
    line=dict(color="white", width=2, dash="dash"),
    name="Expected",
))

# Normal points (sample to avoid overplotting)
df_normal = df_anomaly[~df_anomaly["is_anomaly"]]
if len(df_normal) > 2000:
    df_normal = df_normal.sample(2000, random_state=42)

fig.add_trace(go.Scatter(
    x=df_normal["blob_count"],
    y=df_normal["block_first_seen_ms"],
    mode="markers",
    marker=dict(size=4, color="rgba(100,150,200,0.4)"),
    name=f"Normal ({len(df_anomaly) - n_anomalies:,})",
    hoverinfo="skip",
))

# Anomaly points
fig.add_trace(go.Scatter(
    x=df_outliers["blob_count"],
    y=df_outliers["block_first_seen_ms"],
    mode="markers",
    marker=dict(
        size=7,
        color="#e74c3c",
        line=dict(width=1, color="white"),
    ),
    name=f"Anomalies ({n_anomalies:,})",
    customdata=np.column_stack([
        df_outliers["slot"],
        df_outliers["residual_ms"].round(0),
        df_outliers["relay"],
    ]),
    hovertemplate="<b>Slot %{customdata[0]}</b><br>Blobs: %{x}<br>Actual: %{y:.0f}ms<br>+%{customdata[1]}ms vs expected<br>Relay: %{customdata[2]}<extra></extra>",
))

fig.update_layout(
    margin=dict(l=60, r=30, t=30, b=60),
    xaxis=dict(title="Blob count", range=[-0.5, int(max_blobs) + 0.5]),
    yaxis=dict(title="Block first seen (ms from slot start)"),
    legend=dict(orientation="h", yanchor="bottom", y=1.02, xanchor="right", x=1),
    height=500,
)
fig.show(config={"responsive": True})

All propagation anomalies

Blocks that propagated much slower than expected given their blob count, sorted by residual (worst first).

Show code
# All anomalies table with selectable text and Lab links
if n_anomalies > 0:
    df_table = df_outliers.sort_values("residual_ms", ascending=False)[
        ["slot", "blob_count", "block_first_seen_ms", "expected_ms", "residual_ms", "proposer", "builder", "relay"]
    ].copy()
    df_table["block_first_seen_ms"] = df_table["block_first_seen_ms"].round(0).astype(int)
    df_table["expected_ms"] = df_table["expected_ms"].round(0).astype(int)
    df_table["residual_ms"] = df_table["residual_ms"].round(0).astype(int)
    
    # Build HTML table
    html = '''
    <style>
    .anomaly-table { border-collapse: collapse; width: 100%; font-family: monospace; font-size: 13px; }
    .anomaly-table th { background: #2c3e50; color: white; padding: 8px 12px; text-align: left; position: sticky; top: 0; }
    .anomaly-table td { padding: 6px 12px; border-bottom: 1px solid #eee; }
    .anomaly-table tr:hover { background: #f5f5f5; }
    .anomaly-table .num { text-align: right; }
    .anomaly-table .delta { background: #ffebee; color: #c62828; font-weight: bold; }
    .anomaly-table a { color: #1976d2; text-decoration: none; }
    .anomaly-table a:hover { text-decoration: underline; }
    .table-container { max-height: 600px; overflow-y: auto; }
    </style>
    <div class="table-container">
    <table class="anomaly-table">
    <thead>
    <tr><th>Slot</th><th class="num">Blobs</th><th class="num">Actual (ms)</th><th class="num">Expected (ms)</th><th class="num">Δ (ms)</th><th>Proposer</th><th>Builder</th><th>Relay</th></tr>
    </thead>
    <tbody>
    '''
    
    for _, row in df_table.iterrows():
        slot_link = f'<a href="https://lab.ethpandaops.io/ethereum/slots/{row["slot"]}" target="_blank">{row["slot"]}</a>'
        html += f'''<tr>
            <td>{slot_link}</td>
            <td class="num">{row["blob_count"]}</td>
            <td class="num">{row["block_first_seen_ms"]}</td>
            <td class="num">{row["expected_ms"]}</td>
            <td class="num delta">+{row["residual_ms"]}</td>
            <td>{row["proposer"]}</td>
            <td>{row["builder"]}</td>
            <td>{row["relay"]}</td>
        </tr>'''
    
    html += '</tbody></table></div>'
    display(HTML(html))
    print(f"\nTotal anomalies: {len(df_table):,}")
else:
    print("No anomalies detected.")
SlotBlobsActual (ms)Expected (ms)Δ (ms)ProposerBuilderRelay
14284769 0 16119 1678 +14441 solo_stakers Local Local
14283616 15 7343 2008 +5335 upbit Local Local
14285536 0 6609 1678 +4931 upbit Local Local
14287552 0 6605 1678 +4927 upbit Local Local
14284896 10 6266 1898 +4368 upbit Local Local
14281376 0 5399 1678 +3721 upbit Local Local
14287818 3 3840 1744 +2096 coinbase 0x857b0038... BloXroute Regulated
14283712 1 3764 1700 +2064 luno 0x856b0004... Ultra Sound
14287840 0 3694 1678 +2016 nethermind_lido Local Local
14283118 5 3733 1788 +1945 blockdaemon_lido 0x857b0038... BloXroute Max Profit
14287616 1 3607 1700 +1907 nethermind_lido 0x853b0078... BloXroute Max Profit
14287598 12 3829 1942 +1887 coinbase 0x857b0038... Ultra Sound
14283864 0 3540 1678 +1862 whale_0x8ebd 0x80ad903b... BloXroute Max Profit
14282624 5 3644 1788 +1856 blockdaemon 0x856b0004... BloXroute Max Profit
14285376 7 3665 1832 +1833 luno 0xb26f9666... Titan Relay
14284802 6 3604 1810 +1794 blockdaemon 0xb4ce6162... Ultra Sound
14281440 6 3594 1810 +1784 blockdaemon_lido 0x8527d16c... Ultra Sound
14283195 4 3503 1766 +1737 blockdaemon 0x8a850621... Titan Relay
14285284 1 3433 1700 +1733 0x857b0038... BloXroute Max Profit
14286104 6 3532 1810 +1722 coinbase 0x850b00e0... BloXroute Max Profit
14283359 0 3398 1678 +1720 blockdaemon 0x8a850621... Titan Relay
14286805 0 3390 1678 +1712 blockdaemon 0xb4ce6162... Ultra Sound
14287360 15 3716 2008 +1708 0x8527d16c... Ultra Sound
14286051 2 3425 1722 +1703 whale_0xdc8d 0x853b0078... BloXroute Max Profit
14282912 1 3400 1700 +1700 blockdaemon 0x856b0004... BloXroute Max Profit
14282490 0 3376 1678 +1698 blockdaemon 0x8a850621... Titan Relay
14282163 1 3395 1700 +1695 ether.fi 0x88857150... Ultra Sound
14281832 2 3405 1722 +1683 blockdaemon 0xb67eaa5e... BloXroute Max Profit
14288142 0 3354 1678 +1676 whale_0xdc8d 0xb26f9666... Titan Relay
14285572 0 3351 1678 +1673 everstake 0x857b0038... BloXroute Max Profit
14283721 1 3370 1700 +1670 blockdaemon_lido 0xb26f9666... Titan Relay
14285563 0 3347 1678 +1669 blockdaemon_lido 0x851b00b1... Ultra Sound
14286010 0 3340 1678 +1662 blockdaemon 0x8a850621... Titan Relay
14286605 6 3466 1810 +1656 blockdaemon 0x850b00e0... BloXroute Max Profit
14285269 1 3352 1700 +1652 nethermind_lido 0xb26f9666... BloXroute Regulated
14283675 2 3369 1722 +1647 whale_0xdc8d 0xb67eaa5e... BloXroute Regulated
14287049 0 3324 1678 +1646 blockdaemon 0x853b0078... BloXroute Max Profit
14285241 2 3368 1722 +1646 0x856b0004... BloXroute Max Profit
14284110 0 3311 1678 +1633 0x850b00e0... BloXroute Max Profit
14282760 1 3333 1700 +1633 luno 0xb67eaa5e... BloXroute Regulated
14287746 1 3328 1700 +1628 ether.fi 0x8db2a99d... Ultra Sound
14284489 0 3303 1678 +1625 whale_0x8ebd 0xb67eaa5e... BloXroute Regulated
14283492 0 3302 1678 +1624 whale_0xdc8d 0x8527d16c... Ultra Sound
14288114 6 3434 1810 +1624 whale_0xdc8d 0x856b0004... BloXroute Max Profit
14285465 2 3345 1722 +1623 blockdaemon_lido 0x853b0078... BloXroute Max Profit
14286086 2 3343 1722 +1621 whale_0xdc8d 0x856b0004... BloXroute Max Profit
14287434 5 3409 1788 +1621 blockdaemon 0x857b0038... BloXroute Max Profit
14285589 0 3293 1678 +1615 whale_0x6ddb 0x851b00b1... Ultra Sound
14288279 0 3292 1678 +1614 p2porg 0x8db2a99d... Ultra Sound
14282073 6 3423 1810 +1613 blockdaemon 0x857b0038... Ultra Sound
14287328 6 3422 1810 +1612 revolut 0x853b0078... BloXroute Max Profit
14287218 6 3421 1810 +1611 blockdaemon_lido 0x856b0004... Ultra Sound
14283251 5 3396 1788 +1608 blockdaemon_lido 0xb67eaa5e... Titan Relay
14286059 0 3285 1678 +1607 whale_0x8ebd 0x856b0004... BloXroute Max Profit
14285680 1 3307 1700 +1607 whale_0xfd67 0x850b00e0... Ultra Sound
14285370 0 3283 1678 +1605 blockdaemon 0x823e0146... BloXroute Max Profit
14282042 5 3393 1788 +1605 whale_0xdc8d 0x8db2a99d... BloXroute Max Profit
14281627 1 3302 1700 +1602 revolut 0xb67eaa5e... BloXroute Max Profit
14283499 2 3323 1722 +1601 blockdaemon_lido 0x8527d16c... Ultra Sound
14285500 1 3295 1700 +1595 whale_0xfd67 0xb67eaa5e... Titan Relay
14282139 0 3271 1678 +1593 whale_0xdc8d 0x805e28e6... BloXroute Max Profit
14284463 0 3266 1678 +1588 luno 0x8527d16c... Ultra Sound
14283643 0 3264 1678 +1586 whale_0x75ff 0xb67eaa5e... Titan Relay
14284788 1 3284 1700 +1584 blockdaemon_lido 0x8527d16c... Ultra Sound
14286578 3 3328 1744 +1584 blockdaemon_lido 0x8527d16c... Ultra Sound
14286872 1 3281 1700 +1581 blockdaemon_lido 0x8527d16c... Ultra Sound
14283353 4 3347 1766 +1581 blockdaemon_lido 0xb26f9666... Titan Relay
14281390 0 3256 1678 +1578 p2porg 0x851b00b1... Ultra Sound
14283344 1 3278 1700 +1578 blockdaemon_lido 0x88857150... Ultra Sound
14287199 0 3255 1678 +1577 blockdaemon_lido 0xb67eaa5e... BloXroute Regulated
14281991 0 3255 1678 +1577 blockdaemon 0x8527d16c... Ultra Sound
14285988 0 3254 1678 +1576 whale_0xfd67 0xb67eaa5e... Titan Relay
14284645 1 3275 1700 +1575 blockdaemon_lido 0xa965c911... Ultra Sound
14288277 1 3269 1700 +1569 ether.fi 0xa03781b9... Ultra Sound
14284065 7 3399 1832 +1567 revolut 0x850b00e0... Ultra Sound
14281903 0 3243 1678 +1565 blockdaemon_lido 0xb26f9666... Titan Relay
14286215 6 3370 1810 +1560 ether.fi 0x853b0078... BloXroute Max Profit
14287948 3 3296 1744 +1552 revolut 0xb26f9666... Titan Relay
14284201 8 3406 1854 +1552 whale_0x8ebd 0xb67eaa5e... BloXroute Max Profit
14282884 0 3229 1678 +1551 revolut 0x851b00b1... BloXroute Max Profit
14281642 0 3224 1678 +1546 revolut 0x805e28e6... BloXroute Max Profit
14282829 6 3355 1810 +1545 blockdaemon_lido 0x850b00e0... BloXroute Max Profit
14284234 0 3222 1678 +1544 ether.fi 0x851b00b1... BloXroute Max Profit
14287967 7 3376 1832 +1544 blockdaemon 0xb26f9666... Titan Relay
14282494 7 3376 1832 +1544 blockdaemon_lido 0x856b0004... BloXroute Max Profit
14283236 1 3243 1700 +1543 solo_stakers 0x850b00e0... Flashbots
14287290 6 3352 1810 +1542 blockdaemon_lido 0x850b00e0... BloXroute Max Profit
14287258 3 3282 1744 +1538 whale_0xdc8d 0xb26f9666... Titan Relay
14286481 2 3258 1722 +1536 everstake 0x857b0038... BloXroute Max Profit
14282425 6 3345 1810 +1535 blockdaemon_lido 0xb67eaa5e... Titan Relay
14284815 1 3233 1700 +1533 revolut 0x853b0078... BloXroute Max Profit
14281604 1 3229 1700 +1529 revolut 0x8527d16c... Ultra Sound
14287779 7 3357 1832 +1525 blockdaemon_lido 0x856b0004... Ultra Sound
14283310 3 3261 1744 +1517 blockdaemon_lido 0xb26f9666... Titan Relay
14283768 0 3191 1678 +1513 blockdaemon_lido 0xba003e46... BloXroute Max Profit
14284876 1 3211 1700 +1511 whale_0xfd67 0x850b00e0... Ultra Sound
14282190 5 3297 1788 +1509 blockdaemon_lido 0xb67eaa5e... Ultra Sound
14284055 1 3206 1700 +1506 whale_0x8914 0x850b00e0... Ultra Sound
14283515 5 3291 1788 +1503 whale_0xdc8d 0x8527d16c... Ultra Sound
14287341 6 3312 1810 +1502 blockdaemon_lido 0xb67eaa5e... Titan Relay
14287721 1 3197 1700 +1497 p2porg 0x850b00e0... BloXroute Regulated
14281598 3 3239 1744 +1495 blockdaemon Local Local
14281296 0 3172 1678 +1494 whale_0xfd67 0xb5a9acce... Titan Relay
14283156 5 3282 1788 +1494 blockdaemon 0x8527d16c... Ultra Sound
14287603 6 3303 1810 +1493 revolut 0xb26f9666... Titan Relay
14281670 0 3170 1678 +1492 blockdaemon_lido 0x83bee517... BloXroute Max Profit
14288328 0 3165 1678 +1487 revolut 0x8527d16c... Ultra Sound
14285080 7 3319 1832 +1487 blockdaemon_lido 0x88857150... Ultra Sound
14282486 0 3164 1678 +1486 whale_0xf273 0x96f44633... Ultra Sound
14284359 0 3162 1678 +1484 blockdaemon_lido 0x850b00e0... BloXroute Max Profit
14286340 7 3311 1832 +1479 blockdaemon_lido 0x850b00e0... BloXroute Max Profit
14281475 2 3200 1722 +1478 blockdaemon_lido 0xb26f9666... Titan Relay
14286358 5 3266 1788 +1478 coinbase 0x850b00e0... BloXroute Max Profit
14286894 3 3220 1744 +1476 whale_0x3878 0xb67eaa5e... Titan Relay
14287133 6 3285 1810 +1475 gateway.fmas_lido 0xb67eaa5e... BloXroute Regulated
14285489 7 3307 1832 +1475 coinbase 0x850b00e0... BloXroute Max Profit
14284229 4 3239 1766 +1473 blockdaemon_lido 0xb67eaa5e... Titan Relay
14285198 5 3261 1788 +1473 whale_0xdc8d 0xb26f9666... Ultra Sound
14287492 4 3238 1766 +1472 whale_0x8914 0xb67eaa5e... Titan Relay
14283286 0 3149 1678 +1471 revolut 0x8a2a4361... Ultra Sound
14281498 0 3146 1678 +1468 blockdaemon 0x8527d16c... Ultra Sound
14281276 8 3322 1854 +1468 whale_0x8914 0x850b00e0... Ultra Sound
14283935 1 3166 1700 +1466 whale_0x3878 0xb67eaa5e... Titan Relay
14283098 0 3142 1678 +1464 blockdaemon_lido 0xba003e46... BloXroute Max Profit
14281750 1 3163 1700 +1463 whale_0xfd67 0xb67eaa5e... Titan Relay
14286169 5 3249 1788 +1461 whale_0x3878 0xb67eaa5e... Titan Relay
14283655 6 3268 1810 +1458 blockdaemon_lido 0x8db2a99d... BloXroute Max Profit
14284664 0 3131 1678 +1453 whale_0xfd67 0x851b00b1... Ultra Sound
14286067 1 3145 1700 +1445 kiln 0x856b0004... BloXroute Max Profit
14283900 2 3165 1722 +1443 p2porg 0x850b00e0... BloXroute Regulated
14285714 5 3226 1788 +1438 bitstamp 0xb73d7672... Flashbots
14285110 6 3246 1810 +1436 revolut 0xb26f9666... Titan Relay
14282805 11 3355 1920 +1435 p2porg Local Local
14281297 0 3112 1678 +1434 coinbase 0xb26f9666... Titan Relay
14281975 1 3134 1700 +1434 whale_0x8914 0xb67eaa5e... Titan Relay
14283071 5 3222 1788 +1434 blockdaemon_lido 0xb67eaa5e... BloXroute Max Profit
14282477 1 3133 1700 +1433 solo_stakers 0x857b0038... Ultra Sound
14283590 5 3221 1788 +1433 kiln 0xb67eaa5e... BloXroute Max Profit
14281806 0 3109 1678 +1431 whale_0x8914 0xb67eaa5e... Titan Relay
14285146 1 3131 1700 +1431 whale_0x8ebd 0xb67eaa5e... BloXroute Max Profit
14286081 6 3239 1810 +1429 revolut 0xb26f9666... Titan Relay
14286798 6 3236 1810 +1426 blockdaemon_lido 0x88857150... Ultra Sound
14286411 6 3235 1810 +1425 whale_0x8914 0xb67eaa5e... Titan Relay
14287710 6 3235 1810 +1425 figment 0x856b0004... BloXroute Max Profit
14287503 5 3212 1788 +1424 whale_0x3878 0xb67eaa5e... Titan Relay
14284954 5 3212 1788 +1424 coinbase 0x850b00e0... BloXroute Max Profit
14283921 0 3100 1678 +1422 p2porg 0x850b00e0... BloXroute Regulated
14283329 6 3230 1810 +1420 p2porg 0x850b00e0... BloXroute Regulated
14283135 1 3119 1700 +1419 0x850b00e0... BloXroute Max Profit
14287904 5 3206 1788 +1418 whale_0x6ddb 0xb67eaa5e... Titan Relay
14286945 5 3205 1788 +1417 whale_0x4b5e 0x88a53ec4... BloXroute Max Profit
14281609 0 3093 1678 +1415 p2porg 0xb67eaa5e... BloXroute Regulated
14282875 0 3093 1678 +1415 whale_0x8ebd 0x8527d16c... Ultra Sound
14284163 8 3269 1854 +1415 whale_0x3878 0x8db2a99d... Ultra Sound
14283154 11 3335 1920 +1415 blockdaemon_lido 0x850b00e0... BloXroute Regulated
14285106 1 3114 1700 +1414 p2porg 0x850b00e0... BloXroute Max Profit
14287627 0 3091 1678 +1413 whale_0x8ebd 0x88857150... Ultra Sound
14284412 5 3201 1788 +1413 revolut 0x850b00e0... BloXroute Max Profit
14283348 6 3219 1810 +1409 coinbase 0x8527d16c... Ultra Sound
14284379 9 3283 1876 +1407 revolut 0xb26f9666... Titan Relay
14283327 2 3127 1722 +1405 blockdaemon_lido 0xb26f9666... Titan Relay
14282671 0 3081 1678 +1403 p2porg 0x83d6a6ab... Titan Relay
14287237 5 3191 1788 +1403 p2porg 0x850b00e0... BloXroute Regulated
14283518 5 3190 1788 +1402 whale_0x8ebd 0x8527d16c... Ultra Sound
14281310 0 3077 1678 +1399 whale_0x8ebd 0xac23f8cc... Flashbots
14284109 2 3120 1722 +1398 bitstamp 0xb67eaa5e... BloXroute Regulated
14284776 0 3075 1678 +1397 blockdaemon_lido 0x850b00e0... BloXroute Max Profit
14281215 0 3075 1678 +1397 whale_0x8ebd 0x88857150... Ultra Sound
14285388 2 3117 1722 +1395 0x8db2a99d... BloXroute Max Profit
14287749 6 3205 1810 +1395 gateway.fmas_lido 0x88a53ec4... BloXroute Regulated
14284915 6 3204 1810 +1394 coinbase 0x850b00e0... BloXroute Max Profit
14281546 0 3069 1678 +1391 p2porg 0x80ad903b... Flashbots
14285149 3 3135 1744 +1391 blockdaemon_lido 0xb26f9666... Titan Relay
14281536 0 3067 1678 +1389 whale_0x8ebd 0x823e0146... Flashbots
14285507 2 3111 1722 +1389 coinbase 0x856b0004... BloXroute Max Profit
14286743 6 3199 1810 +1389 kiln 0x850b00e0... Ultra Sound
14284958 5 3175 1788 +1387 whale_0x8914 0x850b00e0... Ultra Sound
14285344 4 3152 1766 +1386 nethermind_lido 0x853b0078... BloXroute Max Profit
14281693 1 3085 1700 +1385 coinbase 0x850b00e0... BloXroute Max Profit
14281228 11 3304 1920 +1384 blockdaemon_lido 0x88857150... Ultra Sound
14284028 1 3082 1700 +1382 coinbase 0xb26f9666... BloXroute Max Profit
14282497 5 3170 1788 +1382 p2porg 0x856b0004... Ultra Sound
14287543 1 3081 1700 +1381 p2porg 0xb26f9666... BloXroute Regulated
14284242 0 3057 1678 +1379 whale_0xedc6 0x823e0146... BloXroute Max Profit
14282997 1 3079 1700 +1379 whale_0xfd67 0x8db2a99d... Agnostic Gnosis
14284384 0 3056 1678 +1378 whale_0x8ebd 0xb26f9666... BloXroute Regulated
14285263 0 3055 1678 +1377 kiln 0x8527d16c... Ultra Sound
14287027 3 3121 1744 +1377 kiln 0x9129eeb4... Ultra Sound
14284678 0 3054 1678 +1376 p2porg 0x823e0146... BloXroute Max Profit
14285378 0 3052 1678 +1374 coinbase 0xb26f9666... BloXroute Max Profit
14287515 7 3206 1832 +1374 whale_0x8914 0xb67eaa5e... Titan Relay
14285504 2 3095 1722 +1373 coinbase 0xb26f9666... Titan Relay
14286755 12 3315 1942 +1373 revolut 0x8527d16c... Ultra Sound
14286035 5 3160 1788 +1372 coinbase 0x850b00e0... BloXroute Max Profit
14286794 5 3160 1788 +1372 whale_0x8ebd 0x8527d16c... Ultra Sound
14284816 5 3160 1788 +1372 p2porg 0x853b0078... Ultra Sound
14282252 5 3160 1788 +1372 coinbase 0xb67eaa5e... BloXroute Regulated
14283395 8 3226 1854 +1372 p2porg 0x850b00e0... BloXroute Regulated
14285203 0 3049 1678 +1371 whale_0x8ebd 0x853b0078... BloXroute Max Profit
14287672 7 3203 1832 +1371 blockdaemon 0x88a53ec4... BloXroute Regulated
14282178 11 3291 1920 +1371 kiln 0x850b00e0... BloXroute Max Profit
14285673 0 3048 1678 +1370 coinbase 0x851b00b1... BloXroute Max Profit
14285151 6 3179 1810 +1369 blockdaemon 0x88857150... Ultra Sound
14283559 11 3289 1920 +1369 0x850b00e0... BloXroute Regulated
14281934 0 3046 1678 +1368 p2porg 0x8db2a99d... BloXroute Max Profit
14282377 0 3045 1678 +1367 p2porg 0x83d6a6ab... BloXroute Regulated
14282026 0 3044 1678 +1366 coinbase 0x88857150... Ultra Sound
14287117 0 3044 1678 +1366 p2porg 0x805e28e6... BloXroute Regulated
14287860 1 3065 1700 +1365 solo_stakers 0x8527d16c... Ultra Sound
14285327 2 3087 1722 +1365 whale_0x8ebd 0x8db2a99d... Titan Relay
14283095 5 3153 1788 +1365 blockdaemon 0x8527d16c... Ultra Sound
14284457 7 3197 1832 +1365 whale_0x6ddb 0xb67eaa5e... Titan Relay
14286576 0 3042 1678 +1364 coinbase 0x8527d16c... Ultra Sound
14282735 5 3152 1788 +1364 whale_0x8ebd 0x856b0004... BloXroute Max Profit
14282810 6 3173 1810 +1363 whale_0x8ebd 0xb26f9666... BloXroute Regulated
14282858 0 3040 1678 +1362 p2porg 0xb26f9666... Titan Relay
14287367 0 3040 1678 +1362 coinbase 0x88857150... Ultra Sound
14281777 5 3150 1788 +1362 whale_0x8ebd 0xb26f9666... Titan Relay
14283450 0 3039 1678 +1361 whale_0x8ebd 0x8527d16c... Ultra Sound
14282869 0 3039 1678 +1361 p2porg 0x805e28e6... BloXroute Max Profit
14283572 0 3038 1678 +1360 figment 0x99cba505... BloXroute Regulated
14286101 5 3148 1788 +1360 p2porg 0x9129eeb4... Ultra Sound
14281737 8 3212 1854 +1358 0x88857150... Ultra Sound
14288330 0 3035 1678 +1357 0x823e0146... BloXroute Max Profit
14282993 0 3035 1678 +1357 p2porg 0xb26f9666... BloXroute Max Profit
14285567 6 3167 1810 +1357 kiln 0x850b00e0... BloXroute Max Profit
14282742 12 3299 1942 +1357 p2porg 0x850b00e0... BloXroute Max Profit
14281281 0 3034 1678 +1356 p2porg 0xb26f9666... Aestus
14286153 2 3078 1722 +1356 coinbase 0x850b00e0... BloXroute Max Profit
14282029 5 3144 1788 +1356 coinbase 0xb67eaa5e... BloXroute Regulated
14287074 0 3033 1678 +1355 whale_0x8ebd 0x8527d16c... Ultra Sound
14283526 0 3031 1678 +1353 whale_0x8ebd 0x8527d16c... Ultra Sound
14288373 2 3075 1722 +1353 blockdaemon_lido 0x8527d16c... Ultra Sound
14283147 0 3030 1678 +1352 whale_0x8ebd 0x80ad903b... Ultra Sound
14282591 1 3052 1700 +1352 p2porg 0xb26f9666... BloXroute Max Profit
14282965 2 3074 1722 +1352 coinbase 0xb26f9666... Titan Relay
14287254 0 3029 1678 +1351 p2porg 0x850b00e0... Titan Relay
14286642 2 3073 1722 +1351 kiln 0xb26f9666... Titan Relay
14285899 9 3225 1876 +1349 0xb4ce6162... Ultra Sound
14286444 13 3313 1964 +1349 blockdaemon_lido 0xb67eaa5e... Titan Relay
14286934 5 3135 1788 +1347 whale_0x8ebd 0x88a53ec4... BloXroute Regulated
14286886 5 3135 1788 +1347 coinbase 0xb67eaa5e... Ultra Sound
14286008 9 3220 1876 +1344 whale_0x8ebd 0x850b00e0... BloXroute Max Profit
14284627 0 3021 1678 +1343 coinbase 0x8527d16c... Ultra Sound
14282149 0 3021 1678 +1343 coinbase 0x851b00b1... BloXroute Max Profit
14284183 5 3131 1788 +1343 kiln 0x857b0038... BloXroute Max Profit
14284856 1 3042 1700 +1342 solo_stakers 0x856b0004... BloXroute Max Profit
14285068 6 3151 1810 +1341 p2porg 0x853b0078... BloXroute Max Profit
14286937 6 3149 1810 +1339 bitstamp 0xb67eaa5e... BloXroute Regulated
14285805 1 3037 1700 +1337 coinbase 0x8527d16c... Ultra Sound
14284725 1 3035 1700 +1335 whale_0x8ebd 0x8527d16c... Ultra Sound
14287795 5 3123 1788 +1335 figment 0xb26f9666... Titan Relay
14287922 0 3012 1678 +1334 coinbase 0x856b0004... BloXroute Max Profit
14281948 7 3165 1832 +1333 whale_0xfd67 0x850b00e0... Ultra Sound
14285357 0 3010 1678 +1332 coinbase 0xb26f9666... Titan Relay
14281723 0 3010 1678 +1332 whale_0x8ebd 0x8527d16c... Ultra Sound
14282730 6 3142 1810 +1332 coinbase 0xb26f9666... Titan Relay
14288025 6 3142 1810 +1332 whale_0x8ebd 0x8527d16c... Ultra Sound
14287372 1 3031 1700 +1331 coinbase 0x85fb0503... Ultra Sound
14282978 7 3163 1832