Online Poker Traffic Report October 2026: Global Rankings and Trends

Cash game traffic grew more into October than in any of the previous four years, and GGPoker carried most of the gain. Tournament entries held level for the first time in five Octobers, while PokerStars lost a fifth of its daily entries across a window that contained most of WCOOP. WPN enters the cash rankings at eleventh on three days of newly published data.

This report tracks online poker traffic across 36 networks spanning 13 reporting player pools using data sourced from SharkScope Analytics, accessed via Poker Industry PRO. Those 36 networks sit inside a wider PRO database of 86 networks across 20 player pools, seven of which report no traffic data. Rankings cover cash game players and tournament entries separately, each published at three timeframes, with the full dataset refreshed every month.

Across the 13 reporting pools, SharkScope now counts 24,747 concurrent cash game seats and 2,065,724 daily tournament entries. PRO’s pool totals and its 36 ranked networks now agree exactly on cash and differ by three entries on tournaments. Strip out WPN’s newly published cash figures and the ranked networks hold 24,284 seats against 23,315 in September, a rise of 4.2%.

Seats are not people, and this report measures seats. For player numbers, market size and tournament earnings, see our Poker Statistics 2026 research.

The sections below cover the October 2026 key findings, what changed in this edition, the global market overview, separate cash game and tournament rankings, a seasonal comparison against the four previous years, a three timeframe comparison, traffic breakdowns by market and by parent operator, and full methodology.

Key Findings

All figures below are sourced from SharkScope Analytics via Poker Industry PRO unless otherwise noted. Rankings use the 30-day trailing average as displayed by PRO on 14 October 2026, covering data through 12 October. Month over month comparisons are calculated by VIP-Grinders by summing PRO’s published figures from this edition and the last, so any of them can be checked against the two ranking tables.

The seasonal figures come from PRO’s daily series and its published figures for 12 October, which have no monthly archive, and are identified as such wherever they appear.

October is when tournament traffic normally drops back after the September series, and this year it did not. That is almost entirely GGPoker. The WSOP series ran to 29 September, Bounty Hunters started on 2 October and a $5 Ocean KO drew a record field, so GGPoker added 130,000 daily entries while Winamax and PokerStars lost more than 110,000 between them.

The PokerStars figure is the one I would watch. WCOOP paid out $49M and the network still lost a fifth of its daily entries across a month that held most of the series. A headline series does not hold up a network’s daily volume on its own.

What Changed in This Edition

Four changes affect how this edition reads against September, and none of them alters how any figure is calculated. They are set out here so anyone comparing the two editions can account for each one.

WPN enters the cash table at eleventh with 463 players, a figure drawn from three days rather than thirty. It is ranked because PRO’s own pool totals already include it, and its cash figure is kept out of every like for like total, month over month comparison and seasonal panel until it has a full window.

The seasonal heading was the only one on this page that named a month, and it will not change again. Pool level figures remain cash players from PRO’s Player Pools tab, the basis the September edition introduced when it corrected earlier editions that had printed PRO Score under that label.

Global Market Overview

The International pool holds 63.9% of all tracked cash game traffic and 58.5% of tournament entries, making it larger than every other pool combined on both metrics. Southern European ranks second on both, with 2,162 cash players and 466,914 daily tournament entries, which is 22.6% of the global total. Crypto stays third on cash at 2,057 players, ahead of the Italian market.

All figures in this section come from PRO’s Player Pools tab and are cash players and tournament entries. Shares use the 24,747 cash total and the 2,065,724 tournament total across the 13 reporting pools. Month over month changes are calculated by VIP-Grinders by summing PRO’s published figures for the networks ranked in each pool, in this edition and the last, so every one can be reproduced from the two ranking tables.

The chart above ranks pools by cash players only. The table below adds tournament entries, month over month movement on both metrics, and how many networks PRO tracks in each pool.

Three pools appear in the table but not the chart, because they report tournament entries and no cash figures at all: Canadian, Ukrainian and South African.

International’s 4.0% cash gain is almost entirely GGPoker, which added 798 seats while the pool’s other ranked networks lost 188 between them. Its 8.9% tournament gain comes from the same place.

Southern European added 5.5% in cash while losing 13.5% of its tournament entries. Winamax accounts for most of the cash gain and all of the tournament fall, with its September series closing on 17 September, four days into this window.

US Offshore reads 730 cash players against 298 in September, but 463 of those are WPN’s first three days of reporting. Without WPN the pool fell 12.8%, with Chico Poker Network down 11.7% and PaiWangLuo down to 18 players.

A further seven pools in PRO’s database report nothing on either metric and are excluded throughout.

Cash Game Traffic Rankings

The table below ranks every network that reported cash game data to SharkScope in October 2026, sorted by the 30-day average of concurrent players. This is the most direct measure of which poker rooms are busiest for real-money cash games right now.

Thirty networks now report cash figures, one more than last month, after WPN’s cash series began on 10 October. The six networks that report no cash data appear only in the tournament rankings.

All three columns are PRO’s own cash game figures at each window, so a network whose 7-day average sits below its 30-day has softened in the past week regardless of where the longer trend points. The month over month column compares this edition’s 30-day average against last edition’s.

Eighteen of the 29 networks with a comparable figure gained cash traffic this month, ten lost and one was unchanged. GGPoker alone added 798 players, more than four times the net gain of the other 28 networks combined.

The top five networks hold 70.1% of all tracked cash players, and GGPoker’s 10,143 exceeds the next four combined at 7,200. Winamax moves up to fifth, passing iPoker by 15 players, 1,194 against 1,179.

Twenty-one of the 29 networks with a full window show a 7-day average below their 30-day, so most of the market ran softer in the final week. GGPoker is the clearest exception, at 10,164 on the 7-day against 10,143 on the month.

Tournament Traffic Rankings

The table below covers all 36 tracked networks sorted by daily MTT entries on the 30-day average. Six networks that report no cash game data appear here only: Global Poker, Peoples Network, Canadian Poker Network, Stretch Network, Pokerbet UA and Pokerbet ZA.

All three columns are PRO’s own tournament entry figures at each window. Thirty-one of the 36 networks show a 7-day average above their 30-day, so the latest week ran ahead of the month across most of the market, with GGPoker’s Bounty Hunters, CoinPoker’s The One and ACR’s Venom Day 1s all running in it.

GGPoker’s 786,266 daily entries exceed the next two networks combined at 495,943, and its lead over Winamax has widened to 2.21x from 1.52x last month. Winamax’s September series closed on 17 September, while GGPoker’s WSOP series ran to 29 September and Bounty Hunters followed on 2 October.

Poker Industry PRO reported on 9 October that the 2026 autumn tournament season had generated a record $600M+ in prize money. Entries are a different measure: across the 36 ranked networks they rose 2.0% this month, to 2,065,721.

Below the top four, the sharpest fall is between #13 QQPK at 39,352 and #14 888poker Italy at 16,268, where daily entries more than halve. Everything above that line is a top tier tournament product.

Several networks invert their cash standing. 888poker ranks #20 on cash with 194 players but #6 on tournaments with 67,959 daily entries, 888poker Europe #27 on cash against #12 on tournaments, and PartyPoker #24 against #11. All three are tournament products with a residual cash presence.

CoinPoker climbs from eighth to fifth on tournaments, at 73,911 daily entries, on the last 16 days of GOPC and the first nine of The One. PokerStars posts the largest fall in the top ten, down 20.5% to 139,994.

Seasonal Comparison

Monthly reports usually compare this month against last month, which cannot tell you whether a move is normal for the time of year. This section compares the move from mid-September to mid-October with the same move in each of the four previous years, using PRO’s daily series back to January 2022.

October is normally flat for cash games and a falling month for tournaments, as the September series end. In each of the four prior years cash moved by less than 1% and tournament entries fell by between 5.1% and 9.9%. This year broke both patterns.

Two constant panels are used so the comparison is like for like: 16 networks that reported cash figures on every one of these dates since 2022, and 24 networks that reported tournament entries. Networks that entered tracking later are excluded from the panels entirely rather than distorting them. The 2026 figures use PRO’s published 30-day averages, with the mid-September cash total as published in the September edition, and earlier years come from its daily series on 13 September and 12 October.

Cash game traffic across the 16 network panel rose 5.0%, against moves of +0.7%, +0.4%, +0.8% and +0.1% in the four prior years. GGPoker supplied 798 of the panel’s 805 extra seats, so the other established networks held level.

Tournament entries across the 24 network panel held level, where every prior year fell by at least 5.1%. That reading needs one caveat, covered below.

Seasonal Baselines by Network

The same comparison at network level shows which rooms are running at their usual October pace and which are not. All five networks below have reported tournament entries continuously since 2022.

GGPoker’s +19.9% is the strongest October it has posted in five years, against a previous best of +4.4% in 2025. Its WSOP series ran to 29 September, Bounty Hunters opened on 2 October and APT Online on 11 October, so its biggest series covered almost the whole window.

PokerStars sits at the other end. Its 20.5% fall is its weakest October in five years, against falls of 6.2% to 14.1% in prior years, even with 18 days of WCOOP inside this window.

Winamax’s 17.5% fall sits inside its usual October range of 15.8% to 29.8%. PokerStars Europe is the only other network here to gain, at +4.1% against falls in all four prior Octobers.

On cash, the same comparison shows how unusual GGPoker’s month was.

GGPoker’s +8.5% is more than double its previous best October, +3.5% in 2024. PokerStars and iPoker both posted their weakest October on cash in five years.

Online Poker Traffic Trends

This section reads the same networks across three timeframes. A 7-day average below the 30-day means the past week ran slower than the month; a 30-day above the 90-day means the month ran ahead of the quarter. Stacking the three separates a short dip from a longer decline.

Overall Market Direction

Is online poker growing or declining? This month both metrics grew against the quarter, and both behaved differently in the final week.

Cash game traffic across the 36 ranked networks totals 24,747 on the 30-day average, 23,970 on the 7-day and 24,020 on the 90-day. The month ran 3.0% ahead of the quarter and the past week ran 3.1% below the month, so the month was strong but its final week was softer than the month as a whole.

That softening is broad. Twenty-one of the 29 networks with a full cash window sit below their own 30-day average on the past week, while only five of them sit below their 90-day average on the month.

Tournament entries total 2,065,721 on the 30-day average against 2,028,737 on the 90-day and 2,310,743 on the 7-day, which is 11.9% above the monthly pace. GGPoker alone accounts for 100,584 of the 245,022 extra daily entries, with Bounty Hunters, APT Online and a record Ocean KO field all inside the past week. CoinPoker’s The One and ACR’s Venom Day 1s ran in the same seven days.

Momentum Shifts

The table below shows seven networks where the three cash windows tell a divergent story. The signal column gives a one phrase reading.

Four of the 29 cash networks with a full window fall across all three windows: PokerStars, QQPK, Stake.us Poker and BetMGM Ontario Network. Last month eleven did, so the sustained decline September showed has narrowed to a handful of networks.

Five rise across all three: GGPoker, WSOP Online, BetMGM Poker, Clubs Poker and PokerStars on FanDuel Ontario. Only GGPoker among those five holds more than 250 players.

Key Movers This Month

GGPoker is the largest change in the dataset on both metrics. Cash players rose from 9,345 to 10,143, a gain of 8.5% and its highest 30-day level since March, and the network is rising on all three windows at 9,709, 10,143 and 10,164.

Most of that gain arrived late. Its 30-day average rose slowly from 9,345 on 13 September to 9,709 on 8 October, then climbed to 10,143 in the last four days of the window, alongside the Bounty Hunters series and an $18M October promotions package.

Tournament entries rose 19.9% to 786,266, its strongest October in five years. The WSOP branded online series ran on GGPoker to 29 September with 3.04M entries, and is separate from WSOP Online, the US regulated network ranked elsewhere in this report, which runs its own schedule. PokerNews reported on 12 October that a $5 Ocean KO on GGPoker had set an all-time record for a tournament field.

Its cash lead widened too. Its 10,143 players exceed the next four networks combined by 2,943, against a margin of 2,050 last month.

PokerStars is the result the September edition said to wait for, and it went the wrong way. Tournament entries fell from 176,096 to 139,994, a fall of 20.5%, across a window that held 18 of WCOOP’s 25 days, and PRO’s daily series has no gaps, with its 30-day average peaking at 179,978 on 15 September and falling through most of the window after that.

WCOOP itself was not small. It ran 121 events from 6 to 30 September, was reported at its close as paying out just over $49M, and its $109 Main Event drew 14,533 entries.

Cash fell 5.2% to 2,156 and is falling on all three windows, at 2,197, 2,156 and 2,035. PokerStars UK moved its players onto the Betfair platform during the window, but PRO lists Betfair Poker UK under the PokerStars network, so that move does not take traffic out of these figures. No cause for the tournament fall has been identified.

CoinPoker answers the question the September edition left open. Cash players rose 6.3% to 2,057 across a window that covers the last 16 days of its $50M GOPC series and the two weeks after it, and its 30-day average climbed from 1,935 through most of the window.

GOPC paid out $88.44M across 6,321 tournaments, and CoinPoker’s tournament entries rose 23.4% to 73,911, taking it from eighth to fifth on tournaments. The One followed from 4 to 12 October, and the 7-day figures show the same pull as September: cash at 1,887 sits below the month while entries reach 95,783.

The gap behind PokerStars on cash has narrowed from 339 seats to 99 on the 30-day average.

Winamax recovered part of September’s fall. Cash players rose 8.3% to 1,194, taking it up to fifth, above iPoker, after the 18.5% drop to 1,103 reported last month. Its 7-day figure of 1,059 sits back near its 90-day level of 1,071, so the recovery is not yet holding into the latest week.

Tournament entries fell 17.5% to 355,949 once the Winamax Series closed on 17 September. The series ran 352 events with €30M guaranteed, and its 3 Million Event drew 34,259 entries.

WPN enters the cash rankings at eleventh with 463 players on three days of data, the second new cash reporter in two months after WPT Global. Its tournament entries fell 8.6% to 49,969, with ACR’s Dual Venom PKOs running Day 1s from 4 October on $6.5M guaranteed across the two events.

Traffic by Market

The sections above rank networks individually. This section groups them by player pool, where regulation, liquidity rules and seasonality differ enough to move the numbers independently of each other.

Pool totals come from PRO’s Player Pools tab. This month they match the sum of the networks ranked in each pool to within one player on cash, and exactly in total.

International

The International pool is the largest by a wide margin: 15,815 cash players and 1,209,464 daily tournament entries across 19 networks and 171 poker sites. That is 63.9% of global cash traffic and 58.5% of tournament entries.

Eight of those 19 networks are ranked individually and account for the whole pool on both metrics. GGPoker alone holds 64.1% of the pool’s cash traffic and 65.0% of its entries.

The pool’s 4.0% cash gain is GGPoker’s: it added 798 seats while the other ranked networks lost 188 between them. PokerStars is the weakest large constituent at 2,156 cash players, down 5.2% and falling on all three windows.

Southern European

The Southern European pool holds 2,162 cash players and 466,914 daily tournament entries across seven networks and 21 poker sites. It is second globally on both metrics, at 8.7% of world cash traffic and 22.6% of tournament entries.

Winamax dominates it, with 1,194 of the pool’s cash players and 355,949 of its entries. Its 8.3% cash recovery drove most of the pool’s 5.5% gain, and the close of its September series drove all of the 13.5% tournament fall.

The other three ranked networks moved by 14 seats or fewer on cash, at 601 for PokerStars Europe, 312 for iPoker Europe and 55 for 888poker Europe. On tournaments PokerStars Europe rose 4.1%, against falls in each of its four previous Octobers, 888poker Europe rose 2.8% and iPoker Europe fell 6.0%. France, Spain and Portugal share liquidity in this pool; Italy does not.

Italian

Italy is ring fenced, with 1,309 cash players and 102,227 daily tournament entries across five networks and 35 poker sites, more branded sites than any pool except International. Cash rose 8.6% and entries fell 1.1%.

Four networks are ranked: PokerStars Italy at 701 cash players and 63,250 entries, iPoker Italy at 541 and 13,870, 888poker Italy at 68 and 16,268, and Peoples Network with no cash data and 8,838 entries. PokerStars Italy’s ICOOP series finished at the end of September, and its entries still fell 8.1%.

The market is working through a concession reform. Licences now carry a €7M fee for a nine year term, poker gross gaming revenue is taxed at 25.5%, and the multi skin model that let one operator run dozens of branded rooms has been abolished.

Crypto

PRO tracks six networks in the Crypto pool, holding 2,057 cash players and 73,911 daily tournament entries. Only CoinPoker is ranked individually, and this month its figures equal the pool’s exactly on both metrics.

Crypto is the third largest cash pool in the world, at 8.3% of global traffic, ahead of Italy. That places crypto poker above several regulated national markets on liquidity alone.

CoinPoker’s cash rose 6.3% across a window that covered the end of its $50M GOPC series and the start of The One. BCPoker, the poker vertical of BC.GAME Group, still does not report to SharkScope and is therefore absent from these figures.

US Regulated

The regulated US market holds 754 cash players and 31,363 daily tournament entries across five networks and 23 poker sites, four of which are ranked individually, and is 3.0% of global cash traffic. Cash rose 0.5% and entries 8.2%, so after a month negative on both metrics the pool is positive on both.

WSOP Online led the tournament gain, up 21.0% to 11,534, with its fall bracelet series running from 27 September across Nevada, New Jersey, Michigan and Pennsylvania. FanDuel Poker’s entries fell 11.1% even with its Dynasty Series running from 12 to 28 September.

The pool has been absorbing structural change since PokerStars moved its US business onto FanDuel on 1 April 2026, merging Michigan, New Jersey and Pennsylvania into the single pool now ranked as FanDuel Poker. No state entered or left MSIGA during this window.

US Offshore

The Offshore pool covers US facing networks operating without local US licences: 730 cash players and 72,665 daily tournament entries across three networks. WPN accounts for 463 of those cash players on its first three days of reporting.

WPN is also the largest on tournaments at 49,969 entries, down 8.6%. Chico Poker Network holds 248 cash players and 10,926 entries, PaiWangLuo 18 and 11,770, and without WPN the pool’s cash fell 12.8%.

ACR, the flagship room on WPN, opened Day 1s of its Dual Venom PKOs on 4 October with $6.5M guaranteed across the two events, so the series runs across this window and the next. Michigan’s regulator sent cease and desist letters to 33 offshore gambling sites on 8 October, and none of the 21 it named was a poker site.

Asian

The Asian pool holds 650 cash players and 39,352 daily tournament entries across three networks, of which only QQPK is ranked, and its figures equal the pool’s on both metrics. Cash fell 4.3% and entries rose 16.1%.

The pool is small for structural reasons rather than commercial ones. India’s Promotion and Regulation of Online Gaming Act took effect on 1 May 2026, banning real money online gaming nationwide, and PokerBaazi, previously the country’s leading operator, moved to a free to play subscription model.

That removed one of the largest ring fenced poker markets in the world from tracking entirely. Asian poker traffic as measured here is effectively one network serving one region.

Ontarian and Canadian

Ontario is regulated separately from the rest of Canada and holds 584 cash players and 26,578 daily tournament entries across four networks. GGPoker Ontario dominates with 444 cash players, 76% of the pool, and 15,760 entries.

The other three are small: PokerStars on FanDuel Ontario at 64 cash players and 1,032 entries, BetMGM Ontario Network at 52 and 2,140, and 888poker Ontario at 24 and 7,647. The Supreme Court of Canada heard the case on international shared liquidity for Ontario on 7 October and reserved judgment, with no timeline announced.

Outside Ontario, PRO’s Canadian pool holds one network, Canadian Poker Network, which reports 5,488 daily entries, down 15.2%, and no cash data. Alberta is moving to its own regulated market: PRO now lists a separate Albertan pool, 888 launched a ring fenced Alberta site on 13 October, the day after this window closed, and PokerStars had told players on 9 October it would stop offering poker there from that date.

Sweepstakes

The sweepstakes pool holds 288 cash players and 25,355 daily tournament entries across seven networks. Cash fell 4.0% and entries rose 5.2%, and the cash change is 12 seats on a pool of under 300.

Three networks are ranked: Global Poker at 12,414 entries and no cash data, Clubs Poker at 79 cash players and 7,572 entries, and Stake.us Poker at 209 and 5,369.

The pool remains under regulatory pressure. VGW, which operates Global Poker, settled with the New York Attorney General for $8M in September, ClubWPT Gold stopped sweepstakes play in Nevada on 28 September, and Oklahoma’s sweepstakes ban takes effect on 1 November.

Smaller Pools

Three pools sit below the thresholds above. Austrian and Finnish holds 398 cash players and 6,950 entries on a single network, iPoker Austria & Finland, which grew 15.4% and 16.6%.

Ukrainian and South African report tournament entries only, at 4,234 and 1,222 respectively, up 6.6% and down 8.1%.

PRO tracks seven further pools that report no traffic data at all: Albertan, Club apps, Czech, Georgian, Russian, Slovakian and South American. These are excluded from every figure in this report.

Traffic by Operator

Individual networks understate how concentrated this market is, because the largest companies run several pools each. Flutter operates six networks across 28 poker sites, Evoke five across 17, and Entain two across 31. The table below aggregates the ranked networks by parent company.

Network and poker site counts are PRO’s own, taken from its Companies tab, which lists 19 tracked network operators. Cash and tournament totals are summed by VIP-Grinders from the ranking tables above, so they cover only the networks PRO ranks individually.

NSUS holds 2.82 times the cash game traffic of Flutter across all pools, up from 2.56 last month. GGPoker’s International network alone, at 10,143 players, carries more than two and a half times Flutter’s combined 3,753 across five ranked networks.

Seventip NV, with one network and one poker site, carries more cash traffic than Evoke does across four ranked networks and 17 sites. Precise Interactive runs one network with 2,057 cash players, 373 fewer than Playtech’s entire four network iPoker ecosystem at 2,430, a gap that narrowed from 450 last month.

Tournaments are distributed differently. Winamax generates 355,949 daily entries from a single pool, more than Evoke (136,053) and Playtech (94,587) combined. Entain runs roughly 707 daily entries for every concurrent cash seat and Evoke 399, the two most tournament dependent ratios of any operator with cash data.

Entain is the sharpest example of site count telling you nothing about liquidity. It operates 31 poker sites, more than any other tracked operator, and its single ranked network carries 70 cash players.

How Rakeback Relates to Traffic

Traffic volume directly affects game quality, table selection and rakeback value. Networks with more players run more tables across more stakes and formats, with shorter waits and softer pools.

For grinders earning rakeback as a percentage of the rake they generate, a higher traffic network usually means more hands per hour and more consistent earning. The three timeframes matter here too: a network whose 7-day average sits well below its 30-day is thinner right now than its headline figure suggests.

Two networks in this edition show why that distinction is worth checking before moving volume. Winamax reads 1,194 on the month and 1,059 on the past week, and CoinPoker 2,057 against 1,887 while The One was running.

Frequently Asked Questions

Methodology & Data Sources

This report is published by VIP-Grinders, an independent poker and iGaming affiliate established in 2013. Every ranking figure comes from a single primary source, and every figure we calculate ourselves is identified below.

Primary Data: SharkScope via Poker Industry PRO

All traffic data comes from SharkScope Analytics, accessed through Poker Industry PRO. PRO tracks 86 networks across 20 player pools; this report covers the 36 it ranks individually, spanning the 13 pools that report traffic.

Derived Metrics

Several figures here are calculated by VIP-Grinders from PRO’s published data rather than reported by PRO.

Editorial Independence

VIP-Grinders has no commercial relationship with SharkScope Analytics or Poker Industry PRO, and neither reviewed this report before publication. No poker network pays for inclusion in this dataset, for its position in any ranking, or for how it is described.

VIP-Grinders operates affiliate relationships with some of the networks listed here, disclosed on their individual review pages. Rankings are determined solely by the cash game and tournament figures PRO publishes.

Where our findings contradict something we previously published, we say so in the text rather than quietly restating it. This edition checks two calls from September: CoinPoker’s cash recovered after GOPC, as that edition suggested, while WCOOP did not lift PokerStars’ monthly volume, and both are recorded beside the Momentum Shifts table.

Secondary Sources

Context, dates and regulatory information come from the sources below. These are not traffic data. They are used to explain movements the traffic figures cannot explain by themselves, and any movement without an identified cause is described that way in the text.

Limitations

Known limitations readers should weigh when interpreting anything on this page.

Update Schedule

This report is part of the VIP-Grinders research programme and is updated in the middle of each month. Each edition refreshes every PRO export, recalculates the derived metrics and restates the export and window dates.

Section headings on this page are fixed and will not change between editions, so a link to a specific section will keep working. Figures, findings and commentary change every month.

It sits alongside our monthly Prediction Markets Report, which tracks event contract volume across 11 platforms, and our Crypto Casino Market Report, which tracks onchain deposit volume across 41 operators.

If you are a journalist, researcher or analyst using data from this report, contact Mark Patrickson at VIP-Grinders for verification, additional context or access to the underlying tables.