SIC 7900 Services-Amusement & Recreation Services

TKO Group Holdings Inc. vs Warner Music Group Corp.

WatchlistTKO / WMGPrices through Oct 22, 2026

Why these are rivals: #2 and #3 by market value ($33B vs $16B) with SEC SIC 7900 (Services-Amusement & Recreation Services).

Rivals, but right now the price gap does not have a measured habit of closing, so there is no paper idea, whatever the gap.

  • Co-movement: daily return correlation, 252 sessions: 0.18 (needs >= 0.60)
  • Mean reversion: ADF t-statistic of the spread: -2.83 (needs <= -2.873 (5% critical value))
Business leadership

WMG is the larger business

Annual revenue reported to the SEC. Scale, not market share.

YearTKOWMGLarger
2025$4.7B$6.7BWMG
2024$4.9B$6.4BWMG
2023$3.2B$6.0BWMG
2022$2.7B$5.9BWMG
2021$1.0B$5.3BWMG
2020-$4.5B-

WMG led in every year with figures for both. Market value: TKO $33.0B, WMG $16.2B.

Stock leadership

WMG is ahead now

Measured against the pair's own last 252 trading days.

WMG leads TKO by 1.96 standard deviations: +20.4% over its usual price ratio. 3 lead switches in the last year.

Price change3 mo6 mo12 mo
TKO-1.6%-4.6%-4.5%
WMG+19.4%+9.3%-5.2%
Relationship

Not a measured twin today

Only these tests can make a pair tradable on paper.

Pass
Aligned sessions: 1606 (needs >= 254)
Fail
Co-movement: daily return correlation, 252 sessions: 0.18 (needs >= 0.60)
Fail
Mean reversion: ADF t-statistic of the spread: -2.83 (needs <= -2.873 (5% critical value))
Pass
Speed: half-life of the spread, sessions: 16.22 (needs <= 63)
Data
Both stocks current
The twins over two years

Prices side by side, and the gap between them

TKO TKO Group Holdings Inc. WMG Warner Music Group Corp.Price index, 100 = 2024-10-18. Tint = which stock is ahead of the pair's usual 1-year relationship (z beyond +/-0.5).
100150Oct 2024Oct 2025Oct 2026TKO 137WMG 98
Spread z-score: TKO relative to WMG, against the 252 sessions before each day. Above 0: TKO ahead; below 0: WMG ahead. Lines at +/-2 (idea) and +/-4 (stop).
-4stop-2idea0+2idea+4stopOct 2024Oct 2025Oct 2026
Data table (504 sessions)
DateTKO indexWMG indexzAhead
2026-10-22136.7897.78-1.96WMG ahead
2026-10-21136.9597.01-1.86WMG ahead
2026-10-20138.2696.67-1.72WMG ahead
2026-10-19134.1095.77-1.95WMG ahead
2026-10-16135.0796.88-2.01WMG ahead
2026-10-15135.4794.69-1.73WMG ahead
2026-10-14132.6789.20-1.32WMG ahead
2026-10-13133.8189.20-1.23WMG ahead
2026-10-12133.4988.40-1.15WMG ahead
2026-10-09137.0088.61-0.90WMG ahead
2026-10-08139.7989.20-0.75WMG ahead
2026-10-07137.4986.89-0.65WMG ahead
2026-10-06135.8185.19-0.56WMG ahead
2026-10-05136.2685.25-0.53WMG ahead
2026-10-02135.1382.74-0.30near the usual relationship
2026-10-01135.4983.46-0.35near the usual relationship
2026-09-30138.3285.19-0.35near the usual relationship
2026-09-29136.6785.22-0.47near the usual relationship
2026-09-28139.7583.74-0.06near the usual relationship
2026-09-25140.5983.74+0.01near the usual relationship
2026-09-24142.4384.20+0.09near the usual relationship
2026-09-23145.5283.80+0.36near the usual relationship
2026-09-22145.3684.51+0.27near the usual relationship
2026-09-21147.0985.44+0.29near the usual relationship
2026-09-18145.6686.45+0.07near the usual relationship
2026-09-17145.6986.24+0.10near the usual relationship
2026-09-16148.1087.32+0.15near the usual relationship
2026-09-15146.3389.63-0.23near the usual relationship
2026-09-14149.1090.23-0.11near the usual relationship
2026-09-11146.4787.41+0.04near the usual relationship
2026-09-10145.9685.90+0.18near the usual relationship
2026-09-09147.0686.89+0.15near the usual relationship
2026-09-08150.3386.49+0.42near the usual relationship
2026-09-04143.1688.80-0.32near the usual relationship
2026-09-03145.7991.18-0.39near the usual relationship
2026-09-02146.0787.47+0.04near the usual relationship
2026-09-01140.2886.30-0.22near the usual relationship
2026-08-31140.5487.04-0.28near the usual relationship
2026-08-28142.1186.49-0.10near the usual relationship
2026-08-27141.8886.98-0.16near the usual relationship
2026-08-26144.6286.18+0.11near the usual relationship
2026-08-25148.8686.58+0.35near the usual relationship
2026-08-24148.8685.65+0.46near the usual relationship
2026-08-21148.6583.71+0.66TKO ahead
2026-08-20150.4383.62+0.79TKO ahead
2026-08-19155.2383.96+1.05TKO ahead
2026-08-18147.8681.15+0.92TKO ahead
2026-08-17150.1981.36+1.05TKO ahead
2026-08-14154.9179.14+1.61TKO ahead
2026-08-13153.6878.19+1.67TKO ahead
2026-08-12150.1976.49+1.67TKO ahead
2026-08-11149.8777.38+1.55TKO ahead
2026-08-10145.7981.49+0.82TKO ahead
2026-08-07143.5981.43+0.69TKO ahead
2026-08-06144.1581.58+0.72TKO ahead
2026-08-05140.9080.22+0.67TKO ahead
2026-08-04142.0179.61+0.82TKO ahead
2026-08-03141.5577.45+1.04TKO ahead
2026-07-31139.9380.10+0.64TKO ahead
2026-07-30141.4785.04+0.20near the usual relationship
2026-07-29144.1990.10-0.14near the usual relationship
2026-07-28143.2088.74-0.06near the usual relationship
2026-07-27140.7485.19+0.16near the usual relationship
2026-07-24139.0181.92+0.40near the usual relationship
2026-07-23138.1082.07+0.33near the usual relationship
2026-07-22139.8184.48+0.19near the usual relationship
2026-07-21139.8486.22+0.02near the usual relationship
2026-07-20140.6886.58+0.05near the usual relationship
2026-07-17142.4887.41+0.08near the usual relationship
2026-07-16142.2288.09+0.00near the usual relationship
2026-07-15142.9287.35+0.12near the usual relationship
2026-07-14142.0585.10+0.30near the usual relationship
2026-07-13139.2788.71-0.22near the usual relationship
2026-07-10141.9289.45-0.13near the usual relationship
2026-07-09144.8389.91+0.00near the usual relationship
2026-07-08148.4789.14+0.29near the usual relationship
2026-07-07148.9987.75+0.46near the usual relationship
2026-07-06148.0084.54+0.72TKO ahead
2026-07-02149.6387.26+0.55TKO ahead
2026-07-01155.8085.47+1.07TKO ahead
2026-06-30154.9483.52+1.23TKO ahead
2026-06-29162.8782.04+1.83TKO ahead
2026-06-26166.1583.18+1.90TKO ahead
2026-06-25156.8581.12+1.63TKO ahead
2026-06-24156.6383.09+1.42TKO ahead
2026-06-23156.0184.97+1.20TKO ahead
2026-06-22151.8284.76+0.99TKO ahead
2026-06-18152.9986.92+0.84TKO ahead
2026-06-17149.7288.00+0.54TKO ahead
2026-06-16153.9588.89+0.70TKO ahead
2026-06-15154.8487.90+0.86TKO ahead
2026-06-12156.5287.81+0.97TKO ahead
2026-06-11164.4788.09+1.39TKO ahead
2026-06-10158.8888.52+1.05TKO ahead
2026-06-09157.3590.59+0.76TKO ahead
2026-06-08155.9492.59+0.49near the usual relationship
2026-06-05156.6292.35+0.55TKO ahead
2026-06-04155.8592.56+0.49near the usual relationship
2026-06-03152.8390.77+0.50TKO ahead
2026-06-02157.4695.03+0.36near the usual relationship
2026-06-01160.4596.05+0.43near the usual relationship
2026-05-29157.9297.32+0.18near the usual relationship
2026-05-28154.3499.81-0.25near the usual relationship
2026-05-27144.42102.75-1.10WMG ahead
2026-05-26144.76106.63-1.42WMG ahead
2026-05-22147.39107.13-1.31WMG ahead
2026-05-21147.49106.70-1.27WMG ahead
2026-05-20149.53104.66-0.98WMG ahead
2026-05-19148.60105.80-1.13WMG ahead
2026-05-18149.37106.63-1.16WMG ahead
2026-05-15146.29103.15-1.05WMG ahead
2026-05-14148.16101.23-0.77WMG ahead
2026-05-13141.38100.86-1.16WMG ahead
2026-05-12141.10103.67-1.44WMG ahead
2026-05-11142.00101.64-1.20WMG ahead
2026-05-08143.76102.93-1.21WMG ahead
2026-05-07144.3295.77-0.51WMG ahead
2026-05-06146.5993.64-0.16near the usual relationship
2026-05-05143.8887.94+0.24near the usual relationship
2026-05-04143.1586.73+0.33near the usual relationship
2026-05-01143.1286.33+0.37near the usual relationship
2026-04-30143.2287.23+0.29near the usual relationship
2026-04-29141.3986.15+0.30near the usual relationship
2026-04-28142.0688.09+0.15near the usual relationship
2026-04-27143.3188.46+0.19near the usual relationship
2026-04-24143.5489.29+0.13near the usual relationship
2026-04-23143.3589.45+0.11near the usual relationship
2026-04-22143.3590.44+0.02near the usual relationship
2026-04-21140.9290.96-0.17near the usual relationship
2026-04-20142.1594.14-0.38near the usual relationship
2026-04-17143.3993.34-0.22near the usual relationship
2026-04-16141.9591.48-0.13near the usual relationship
2026-04-15148.6289.63+0.43near the usual relationship
2026-04-14150.3789.63+0.53TKO ahead
2026-04-13150.4488.49+0.65TKO ahead
2026-04-10151.9087.94+0.79TKO ahead
2026-04-09151.6786.76+0.89TKO ahead
2026-04-08151.6684.94+1.07TKO ahead
2026-04-07148.5183.34+1.06TKO ahead
2026-04-06151.6480.25+1.54TKO ahead
2026-04-02156.8280.56+1.79TKO ahead
2026-04-01154.7579.48+1.80TKO ahead
2026-03-31155.2078.80+1.91TKO ahead
2026-03-30150.4074.36+2.13TKO ahead
2026-03-27145.6273.34+2.00TKO ahead
2026-03-26148.2674.73+2.01TKO ahead
2026-03-25149.2673.71+2.19TKO ahead
2026-03-24148.9172.97+2.27TKO ahead
2026-03-23149.5374.51+2.15TKO ahead
2026-03-20144.9973.71+2.00TKO ahead
2026-03-19151.8673.74+2.38TKO ahead
2026-03-18154.7275.90+2.32TKO ahead
2026-03-17154.2381.70+1.71TKO ahead
2026-03-16153.7584.48+1.43TKO ahead
2026-03-13149.7584.29+1.25TKO ahead
2026-03-12154.9182.91+1.64TKO ahead
2026-03-11155.4983.46+1.62TKO ahead
2026-03-10158.2282.72+1.82TKO ahead
2026-03-09157.0684.88+1.57TKO ahead
2026-03-06155.9985.90+1.44TKO ahead
2026-03-05162.9789.79+1.45TKO ahead
2026-03-04166.4287.29+1.82TKO ahead
2026-03-03169.2887.69+1.92TKO ahead
2026-03-02173.1487.84+2.09TKO ahead
2026-02-27172.3088.24+2.04TKO ahead
2026-02-26172.2586.33+2.22TKO ahead
2026-02-25159.4883.00+1.96TKO ahead
2026-02-24161.1684.63+1.91TKO ahead
2026-02-23158.5187.90+1.52TKO ahead
2026-02-20162.4992.22+1.36TKO ahead
2026-02-19160.6190.13+1.45TKO ahead
2026-02-18164.1590.25+1.62TKO ahead
2026-02-17161.7391.05+1.45TKO ahead
2026-02-13159.1290.87+1.36TKO ahead
2026-02-12153.9288.09+1.36TKO ahead
2026-02-11161.9291.89+1.43TKO ahead
2026-02-10164.7995.03+1.32TKO ahead
2026-02-09161.1691.33+1.47TKO ahead
2026-02-06163.0989.63+1.71TKO ahead
2026-02-05160.2186.98+1.82TKO ahead
2026-02-04158.9587.01+1.78TKO ahead
2026-02-03156.3387.75+1.60TKO ahead
2026-02-02154.3393.18+1.06TKO ahead
2026-01-30155.9192.50+1.21TKO ahead
2026-01-29154.7892.16+1.19TKO ahead
2026-01-28149.9992.07+0.97TKO ahead
2026-01-27153.3193.37+1.03TKO ahead
2026-01-26156.6293.71+1.18TKO ahead
2026-01-23157.7193.55+1.25TKO ahead
2026-01-22154.0392.10+1.20TKO ahead
2026-01-21157.3392.13+1.37TKO ahead
2026-01-20156.5592.26+1.33TKO ahead
2026-01-16156.4594.38+1.16TKO ahead
2026-01-15160.7695.28+1.31TKO ahead
2026-01-14160.0796.48+1.19TKO ahead
2026-01-13160.7797.22+1.18TKO ahead
2026-01-12153.2395.50+0.96TKO ahead
2026-01-09153.6495.68+0.97TKO ahead
2026-01-08155.5491.73+1.39TKO ahead
2026-01-07156.1791.92+1.41TKO ahead
2026-01-06156.0992.50+1.37TKO ahead
2026-01-05156.7494.85+1.22TKO ahead
2026-01-02159.2793.92+1.43TKO ahead
2025-12-31160.8694.63+1.46TKO ahead
2025-12-30164.8394.01+1.70TKO ahead
2025-12-29166.3393.24+1.85TKO ahead
2025-12-26167.3592.41+1.98TKO ahead
2025-12-24167.7792.04+2.05TKO ahead
2025-12-23166.0192.41+1.96TKO ahead
2025-12-22165.8592.35+1.98TKO ahead
2025-12-19164.2790.56+2.08TKO ahead
2025-12-18162.8690.53+2.04TKO ahead
2025-12-17162.8788.09+2.27TKO ahead
2025-12-16162.1386.86+2.37TKO ahead
2025-12-15159.6685.93+2.36TKO ahead
2025-12-12160.4185.75+2.45TKO ahead
2025-12-11157.2485.93+2.30TKO ahead
2025-12-10151.5786.30+2.00TKO ahead
2025-12-09151.7085.19+2.13TKO ahead
2025-12-08156.8785.65+2.38TKO ahead
2025-12-05155.6488.26+2.10TKO ahead
2025-12-04154.6086.05+2.27TKO ahead
2025-12-03150.0085.96+2.06TKO ahead
2025-12-02149.8085.75+2.09TKO ahead
2025-12-01149.3087.09+1.95TKO ahead
2025-11-28149.2387.13+1.96TKO ahead
2025-11-26148.8386.42+2.02TKO ahead
2025-11-25144.2587.47+1.69TKO ahead
2025-11-24139.8189.42+1.27TKO ahead
2025-11-21137.1394.69+0.67TKO ahead
2025-11-20135.8391.61+0.86TKO ahead
2025-11-19144.9894.11+1.15TKO ahead
2025-11-18143.5992.56+1.20TKO ahead
2025-11-17142.1993.92+1.02TKO ahead
2025-11-14141.6893.66+1.02TKO ahead
2025-11-13140.5793.61+0.96TKO ahead
2025-11-12139.8394.85+0.83TKO ahead
2025-11-11138.2993.86+0.83TKO ahead
2025-11-10137.9091.95+0.96TKO ahead
2025-11-07140.5193.27+1.00TKO ahead
2025-11-06139.3191.79+1.05TKO ahead
2025-11-05144.1192.01+1.27TKO ahead
2025-11-04144.1993.67+1.16TKO ahead
2025-11-03144.4795.09+1.07TKO ahead
2025-10-31145.0098.61+0.86TKO ahead
2025-10-30144.5298.09+0.88TKO ahead
2025-10-29143.6296.64+0.94TKO ahead
2025-10-28144.2799.01+0.82TKO ahead
2025-10-27144.3299.72+0.78TKO ahead
2025-10-24143.81101.27+0.67TKO ahead
2025-10-23143.81102.90+0.57TKO ahead
2025-10-22143.90102.47+0.61TKO ahead
2025-10-21143.28103.18+0.54TKO ahead
2025-10-20143.79102.75+0.60TKO ahead
2025-10-17145.68101.80+0.74TKO ahead
2025-10-16144.56100.22+0.80TKO ahead
2025-10-15147.16100.06+0.93TKO ahead
2025-10-14146.21100.52+0.86TKO ahead
2025-10-13145.1699.20+0.91TKO ahead
2025-10-10143.9698.98+0.88TKO ahead
2025-10-09143.5299.04+0.86TKO ahead
2025-10-08149.43100.74+1.01TKO ahead
2025-10-07152.36100.96+1.13TKO ahead
2025-10-06152.51103.83+0.97TKO ahead
2025-10-03151.89104.46+0.92TKO ahead
2025-10-02152.39105.49+0.88TKO ahead
2025-10-01152.97105.65+0.90TKO ahead
2025-09-30155.44105.09+1.04TKO ahead
2025-09-29158.03104.26+1.20TKO ahead
2025-09-26153.19102.75+1.11TKO ahead
2025-09-25150.69102.72+1.02TKO ahead
2025-09-24150.69103.16+1.00TKO ahead
2025-09-23155.69102.78+1.23TKO ahead
2025-09-22153.68102.31+1.18TKO ahead
2025-09-19154.78103.49+1.17TKO ahead
2025-09-18156.08104.32+1.18TKO ahead
2025-09-17154.99102.47+1.25TKO ahead
2025-09-16154.15102.93+1.20TKO ahead
2025-09-15157.38103.42+1.31TKO ahead
2025-09-12155.81103.73+1.24TKO ahead
2025-09-11155.65105.65+1.14TKO ahead
2025-09-10150.18104.41+1.00TKO ahead
2025-09-09151.18103.30+1.11TKO ahead
2025-09-08154.29104.01+1.20TKO ahead
2025-09-05149.31100.86+1.20TKO ahead
2025-09-04146.29101.23+1.06TKO ahead
2025-09-03143.62102.25+0.90TKO ahead
2025-09-02142.65102.16+0.87TKO ahead
2025-08-29145.89102.90+0.97TKO ahead
2025-08-28146.34103.05+0.99TKO ahead
2025-08-27142.88104.66+0.76TKO ahead
2025-08-26142.51103.18+0.83TKO ahead
2025-08-25141.40105.12+0.68TKO ahead
2025-08-22143.28104.20+0.82TKO ahead
2025-08-21141.80100.43+0.99TKO ahead
2025-08-20140.54100.09+0.96TKO ahead
2025-08-19142.31100.09+1.04TKO ahead
2025-08-18142.8299.88+1.09TKO ahead
2025-08-15145.35100.37+1.17TKO ahead
2025-08-14147.0099.51+1.30TKO ahead
2025-08-13147.2299.01+1.35TKO ahead
2025-08-12143.1797.35+1.30TKO ahead
2025-08-11138.5497.62+1.09TKO ahead
2025-08-08125.6897.84+0.49near the usual relationship
2025-08-07123.7196.11+0.51TKO ahead
2025-08-06119.7692.69+0.54TKO ahead
2025-08-05125.8092.19+0.87TKO ahead
2025-08-04127.5890.19+1.10TKO ahead
2025-08-01127.4688.34+1.22TKO ahead
2025-07-31129.3190.28+1.19TKO ahead
2025-07-30129.1591.58+1.11TKO ahead
2025-07-29129.4291.64+1.12TKO ahead
2025-07-28131.4195.77+0.96TKO ahead
2025-07-25130.8896.11+0.92TKO ahead
2025-07-24129.3097.13+0.79TKO ahead
2025-07-23129.0897.72+0.75TKO ahead
2025-07-22128.1497.01+0.76TKO ahead
2025-07-21129.8495.68+0.92TKO ahead
2025-07-18131.4596.33+0.96TKO ahead
2025-07-17130.3496.48+0.90TKO ahead
2025-07-16130.1795.37+0.97TKO ahead
2025-07-15129.9193.52+1.08TKO ahead
2025-07-14134.2993.98+1.25TKO ahead
2025-07-11132.3891.85+1.31TKO ahead
2025-07-10133.0692.35+1.32TKO ahead
2025-07-09132.2392.53+1.28TKO ahead
2025-07-08133.1390.99+1.42TKO ahead
2025-07-07135.7290.77+1.56TKO ahead
2025-07-03136.3390.68+1.60TKO ahead
2025-07-02136.5889.94+1.68TKO ahead
2025-07-01135.1685.87+1.90TKO ahead
2025-06-30140.0484.05+2.25TKO ahead
2025-06-27138.0483.92+2.20TKO ahead
2025-06-26135.5882.07+2.26TKO ahead
2025-06-25134.6480.81+2.34TKO ahead
2025-06-24136.1483.37+2.25TKO ahead
2025-06-23135.1082.81+2.27TKO ahead
2025-06-20134.6681.67+2.36TKO ahead
2025-06-18135.4281.27+2.45TKO ahead
2025-06-17129.2781.36+2.19TKO ahead
2025-06-16129.6282.38+2.16TKO ahead
2025-06-13125.5181.27+2.07TKO ahead
2025-06-12126.1781.80+2.09TKO ahead
2025-06-11126.9382.26+2.12TKO ahead
2025-06-10126.6882.38+2.12TKO ahead
2025-06-09125.7180.87+2.22TKO ahead
2025-06-06127.7181.36+2.31TKO ahead
2025-06-05130.0180.87+2.49TKO ahead
2025-06-04127.6881.27+2.38TKO ahead
2025-06-03125.5479.94+2.42TKO ahead
2025-06-02122.8080.13+2.29TKO ahead
2025-05-30121.4681.21+2.16TKO ahead
2025-05-29120.6380.78+2.18TKO ahead
2025-05-28122.2381.15+2.26TKO ahead
2025-05-27122.3480.72+2.33TKO ahead
2025-05-23121.3980.90+2.29TKO ahead
2025-05-22120.2480.44+2.30TKO ahead
2025-05-21123.0282.01+2.35TKO ahead
2025-05-20125.2583.89+2.34TKO ahead
2025-05-19126.2184.57+2.37TKO ahead
2025-05-16125.8285.44+2.30TKO ahead
2025-05-15124.2784.91+2.28TKO ahead
2025-05-14124.8484.11+2.40TKO ahead
2025-05-13126.5984.79+2.46TKO ahead
2025-05-12123.6184.79+2.31TKO ahead
2025-05-09122.8884.42+2.31TKO ahead
2025-05-08130.0485.47+2.63TKO ahead
2025-05-07130.5992.84+2.11TKO ahead
2025-05-06129.2594.42+1.93TKO ahead
2025-05-05128.4093.43+1.97TKO ahead
2025-05-02128.0993.37+1.96TKO ahead
2025-05-01125.5892.72+1.89TKO ahead
2025-04-30125.3893.95+1.80TKO ahead
2025-04-29125.4294.20+1.80TKO ahead
2025-04-28123.4791.42+1.91TKO ahead
2025-04-25120.9192.04+1.73TKO ahead
2025-04-24119.5190.16+1.80TKO ahead
2025-04-23116.2188.28+1.77TKO ahead
2025-04-22114.0186.52+1.79TKO ahead
2025-04-21110.1385.53+1.64TKO ahead
2025-04-17114.8589.85+1.60TKO ahead
2025-04-16113.8888.21+1.68TKO ahead
2025-04-15115.1890.31+1.61TKO ahead
2025-04-14114.0190.37+1.54TKO ahead
2025-04-11111.1089.57+1.44TKO ahead
2025-04-10111.6789.20+1.51TKO ahead
2025-04-09114.3291.76+1.48TKO ahead
2025-04-08106.9586.55+1.44TKO ahead
2025-04-07108.6689.17+1.35TKO ahead
2025-04-04107.4390.96+1.16TKO ahead
2025-04-03115.7995.43+1.34TKO ahead
2025-04-02122.0596.08+1.62TKO ahead
2025-04-01117.7596.64+1.37TKO ahead
2025-03-31117.6196.73+1.36TKO ahead
2025-03-28115.2297.38+1.20TKO ahead
2025-03-27116.8999.54+1.16TKO ahead
2025-03-26118.99101.36+1.17TKO ahead
2025-03-25118.99100.25+1.24TKO ahead
2025-03-24117.6999.75+1.21TKO ahead
2025-03-21115.35100.09+1.07TKO ahead
2025-03-20115.75100.22+1.09TKO ahead
2025-03-19115.33101.05+1.03TKO ahead
2025-03-18111.96100.89+0.87TKO ahead
2025-03-17112.08102.13+0.81TKO ahead
2025-03-14107.46101.54+0.62TKO ahead
2025-03-13108.4099.07+0.80TKO ahead
2025-03-12113.35103.36+0.82TKO ahead
2025-03-11111.71103.18+0.76TKO ahead
2025-03-10109.38105.12+0.55TKO ahead
2025-03-07110.62106.11+0.57TKO ahead
2025-03-06113.13104.35+0.77TKO ahead
2025-03-05117.22103.02+1.02TKO ahead
2025-03-04112.91102.10+0.89TKO ahead
2025-03-03113.75102.50+0.91TKO ahead
2025-02-28115.94103.98+0.94TKO ahead
2025-02-27115.62104.23+0.92TKO ahead
2025-02-26122.80105.74+1.15TKO ahead
2025-02-25120.08107.37+0.97TKO ahead
2025-02-24123.73109.81+1.01TKO ahead
2025-02-21122.24108.79+1.01TKO ahead
2025-02-20126.08109.75+1.12TKO ahead
2025-02-19128.20109.41+1.22TKO ahead
2025-02-18132.43110.75+1.32TKO ahead
2025-02-14135.07112.00+1.37TKO ahead
2025-02-13134.30108.33+1.51TKO ahead
2025-02-12135.95106.97+1.64TKO ahead
2025-02-11135.87103.95+1.78TKO ahead
2025-02-10133.23102.96+1.75TKO ahead
2025-02-07128.05100.96+1.67TKO ahead
2025-02-06124.0797.96+1.67TKO ahead
2025-02-05123.9399.04+1.63TKO ahead
2025-02-04121.4099.81+1.50TKO ahead
2025-02-03120.8798.43+1.56TKO ahead
2025-01-31119.4698.12+1.53TKO ahead
2025-01-30121.2099.44+1.54TKO ahead
2025-01-29120.7797.13+1.64TKO ahead
2025-01-28121.9497.44+1.69TKO ahead
2025-01-27118.1096.27+1.61TKO ahead
2025-01-24117.8291.95+1.82TKO ahead
2025-01-23116.9692.72+1.76TKO ahead
2025-01-22110.0193.27+1.46TKO ahead
2025-01-21111.2492.63+1.55TKO ahead
2025-01-17109.4493.30+1.45TKO ahead
2025-01-16109.1492.66+1.48TKO ahead
2025-01-15110.7691.30+1.62TKO ahead
2025-01-14110.1491.33+1.61TKO ahead
2025-01-13109.5891.21+1.60TKO ahead
2025-01-10107.8990.53+1.58TKO ahead
2025-01-08109.5590.40+1.66TKO ahead
2025-01-07109.1495.74+1.40TKO ahead
2025-01-06109.0095.71+1.41TKO ahead
2025-01-03109.6095.71+1.44TKO ahead
2025-01-02109.8596.58+1.42TKO ahead
2024-12-31109.3795.65+1.46TKO ahead
2024-12-30110.3495.53+1.51TKO ahead
2024-12-27110.8497.04+1.47TKO ahead
2024-12-26111.4096.88+1.51TKO ahead
2024-12-24111.4995.87+1.58TKO ahead
2024-12-23109.1095.90+1.49TKO ahead
2024-12-20110.4796.14+1.54TKO ahead
2024-12-19110.6794.82+1.63TKO ahead
2024-12-18109.4096.48+1.51TKO ahead
2024-12-17113.3398.55+1.58TKO ahead
2024-12-16113.18100.62+1.50TKO ahead
2024-12-13109.23100.34+1.36TKO ahead
2024-12-12110.39101.02+1.39TKO ahead
2024-12-11108.77100.56+1.35TKO ahead
2024-12-10108.5299.26+1.41TKO ahead
2024-12-09107.5398.55+1.41TKO ahead
2024-12-06110.90100.00+1.49TKO ahead
2024-12-05110.9597.96+1.60TKO ahead
2024-12-04106.2798.55+1.39TKO ahead
2024-12-03105.4799.78+1.32TKO ahead
2024-12-02103.8699.26+1.28TKO ahead
2024-11-29106.18100.34+1.34TKO ahead
2024-11-27106.3799.04+1.42TKO ahead
2024-11-26105.6699.97+1.36TKO ahead
2024-11-25105.2898.89+1.40TKO ahead
2024-11-22104.4998.27+1.41TKO ahead
2024-11-21105.3696.20+1.55TKO ahead
2024-11-20102.20103.89+1.09TKO ahead
2024-11-19100.74101.60+1.14TKO ahead
2024-11-1896.21102.87+0.89TKO ahead
2024-11-1591.77101.57+0.74TKO ahead
2024-11-1490.64102.84+0.64TKO ahead
2024-11-1390.66101.97+0.68TKO ahead
2024-11-1289.63101.36+0.66TKO ahead
2024-11-1191.62101.76+0.75TKO ahead
2024-11-0892.50101.82+0.79TKO ahead
2024-11-0790.73101.48+0.73TKO ahead
2024-11-0692.5399.85+0.89TKO ahead
2024-11-0591.5099.51+0.87TKO ahead
2024-11-0490.9599.07+0.87TKO ahead
2024-11-0191.6499.38+0.89TKO ahead
2024-10-3189.8798.61+0.85TKO ahead
2024-10-3089.8398.64+0.85TKO ahead
2024-10-2989.1899.35+0.79TKO ahead
2024-10-2889.4798.83+0.84TKO ahead
2024-10-2588.7099.91+0.76TKO ahead
2024-10-2488.5198.58+0.81TKO ahead
2024-10-2396.9897.90+1.25TKO ahead
2024-10-2298.9098.12+1.34TKO ahead
2024-10-2199.1899.44+1.31TKO ahead
2024-10-18100.00100.00+1.33TKO ahead

One-day company-specific moves (4+ standard deviations, which block ideas for 10 sessions): Oct 24, 2024 (TKO -8.7%, WMG +0.7%); Nov 21, 2024 (TKO +3.1%, WMG -7.4%); Aug 11, 2025 (TKO +10.2%, WMG -0.2%). Upcoming earnings: TKO Nov 4, 2026 (after-hours).

Paired trades

The shared paper book and the replay, kept apart

Forward paper record

No paper position on this pair yet.

Historical simulation (a diagnostic, same rules)

No simulated trade through Oct 20, 2026: the pair rarely passed every test while 2 standard deviations apart.

Per $10,000 a leg. A replay on today's companies cannot prove an edge.

The companies

TKO and WMG at a glance

TKO TKO Group Holdings Inc.

Listing
NYSE · SEC CIK 1973266
Industry
Services-Misc. Amusement & Recreation · SIC 7900 Services-Amusement & Recreation Services
Market value
$33.0B
Price history
2,521 daily closes, Oct 12, 2016 to Oct 22, 2026

WMG Warner Music Group Corp.

Listing
Nasdaq · SEC CIK 1319161
Industry
Services-Misc. Amusement & Recreation · SIC 7900 Services-Amusement & Recreation Services
Market value
$16.2B
Price history
1,606 daily closes, Jun 3, 2020 to Oct 22, 2026

Daily prices: Nasdaq.com. Filings and industry codes: SEC EDGAR. Earnings dates: Nasdaq earnings calendar.

Related
All pairs →
PairStatusAhead nowIndustry
DIS / TKOWatchlistDIS by 2.31 sdServices-Misc. Amusement & Recreation
LYV / TKOWatchlistLYV by 1.41 sdServices-Misc. Amusement & Recreation
LYV / WMGWatchlistneitherSIC 7900 Services-Amusement & Recreation Services

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Paper only: hypothetical paired positions with modelled costs. No broker, no orders, no real money. A historical simulation is a diagnostic, not proof of an edge. Not investment advice.