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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
Total | Winrate shifts | Timings | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Boots of Travel | 4 | 16.00% | 100.0 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 39:46 | 33:26 | 33:26 | 34:30 | 45:08 | 45:58 | 11:42 | 08:40 | |
Force Staff | 4 | 16.00% | 97.8 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 28:43 | 27:07 | 27:07 | 28:13 | 29:24 | 30:08 | 02:17 | 01:41 | |
Fluffy Hat | 4 | 16.00% | 95.7 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 28:04 | 24:33 | 24:33 | 28:13 | 29:24 | 30:04 | 04:51 | 03:35 | |
Crown | 20 | 80.00% | 93.5 | 65.00% | +25.00% | +15.00% | -25.00% | -9.16% | 07:30 | 02:33 | 05:06 | 07:45 | 09:28 | 11:27 | 04:22 | 03:14 | |
Helm of the Dominator | 20 | 80.00% | 91.3 | 65.00% | +25.00% | +15.00% | -25.00% | -12.18% | 10:29 | 07:22 | 08:19 | 10:36 | 11:36 | 13:37 | 03:17 | 02:25 | |
Helm of the Overlord | 20 | 80.00% | 89.1 | 65.00% | +25.00% | +15.00% | -25.00% | -19.83% | 17:08 | 14:24 | 16:01 | 17:13 | 18:02 | 21:12 | 02:01 | 01:29 | |
Helm of Iron Will | 22 | 88.00% | 87.0 | 63.64% | +30.31% | +19.69% | -3.64% | -5.45% | 06:58 | 02:23 | 04:51 | 07:28 | 09:08 | 10:47 | 04:17 | 03:10 | |
Void Stone | 13 | 52.00% | 84.8 | 69.23% | +19.23% | -2.56% | -2.56% | 0.00% | 30:44 | 19:44 | 20:21 | 29:55 | 38:06 | 45:55 | 17:45 | 13:08 | |
Black King Bar | 15 | 60.00% | 82.6 | 66.67% | +16.67% | +8.33% | -16.67% | -9.09% | 27:03 | 22:05 | 23:29 | 24:54 | 26:14 | 41:45 | 02:45 | 02:02 | |
Boots of Speed | 25 | 100.00% | 80.4 | 60.00% | +60.00% | -10.00% | +6.67% | 2.87% | 05:36 | 01:47 | 02:26 | 03:21 | 08:15 | 20:25 | 05:49 | 04:18 | |
Morbid Mask | 23 | 92.00% | 78.3 | 60.87% | +10.87% | +22.46% | -44.20% | -26.31% | 15:37 | 11:45 | 12:45 | 14:36 | 15:17 | 30:49 | 02:32 | 01:52 | |
Vladmir's Offering | 23 | 92.00% | 76.1 | 60.87% | +10.87% | +22.46% | -27.54% | -24.00% | 16:34 | 12:46 | 14:02 | 15:42 | 16:07 | 31:40 | 02:05 | 01:32 | |
Buckler | 23 | 92.00% | 73.9 | 60.87% | +10.87% | +39.13% | -10.87% | -16.04% | 13:09 | 09:22 | 10:49 | 12:41 | 13:56 | 26:37 | 03:07 | 02:18 | |
Ring of Basilius | 23 | 92.00% | 71.7 | 60.87% | +10.87% | +5.80% | -10.87% | -1.93% | 05:14 | -01:29 | -01:29 | 01:58 | 10:06 | 26:37 | 11:35 | 08:34 | |
Wind Lace | 17 | 68.00% | 69.6 | 64.71% | +14.71% | +10.29% | -14.71% | -2.09% | 13:07 | 01:40 | 05:40 | 16:04 | 17:39 | 21:19 | 11:59 | 08:52 | |
Quelling Blade | 19 | 76.00% | 67.4 | 63.16% | +13.16% | -43.16% | +16.84% | 0.00% | -00:24 | -01:29 | -01:29 | -01:29 | -01:29 | 19:04 | 00:00 | 00:00 | |
Ring of Protection | 24 | 96.00% | 65.2 | 58.33% | -41.67% | +41.67% | -25.00% | -18.78% | 12:59 | -01:29 | 10:32 | 12:11 | 14:05 | 26:37 | 03:33 | 02:37 | |
Aether Lens | 10 | 40.00% | 63.0 | 70.00% | +16.67% | +30.00% | -20.00% | -5.36% | 28:02 | 20:28 | 22:24 | 24:32 | 31:44 | 39:13 | 09:20 | 06:54 | |
Drum of Endurance | 3 | 12.00% | 60.9 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 20:53 | 16:49 | 16:49 | 17:55 | 27:54 | 27:54 | 11:05 | 08:12 | |
Arcane Boots | 21 | 84.00% | 58.7 | 57.14% | -17.86% | +2.86% | +22.86% | 10.08% | 07:03 | 03:59 | 05:02 | 06:16 | 07:01 | 19:08 | 01:59 | 01:28 | |
Magic Wand | 9 | 36.00% | 56.5 | 66.67% | +10.42% | +33.33% | -16.67% | -2.94% | 07:59 | -01:29 | -01:29 | -01:28 | 18:28 | 33:51 | 19:57 | 14:46 | |
Octarine Core | 7 | 28.00% | 54.3 | 71.43% | +15.87% | +28.57% | -21.43% | -5.33% | 33:20 | 22:24 | 26:54 | 33:47 | 36:17 | 43:32 | 09:23 | 06:57 | |
Blink Dagger | 12 | 48.00% | 52.2 | 58.33% | -3.21% | +8.34% | -25.00% | -5.08% | 32:36 | 23:48 | 28:30 | 31:45 | 35:04 | 44:05 | 06:34 | 04:51 | |
Aghanim's Scepter | 2 | 8.00% | 50.0 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 25:18 | 16:27 | 16:27 | 34:09 | 34:09 | 34:09 | 17:42 | 13:06 | |
Aghanim's Shard | 7 | 28.00% | 47.8 | 57.14% | -3.97% | -7.14% | -7.14% | 0.00% | 32:26 | 25:44 | 30:36 | 30:40 | 32:37 | 41:10 | 02:01 | 01:29 | |
Magic Stick | 8 | 32.00% | 45.7 | 50.00% | -14.71% | -50.00% | 0.00% | 50.00% | 03:13 | -01:29 | -01:29 | -01:29 | -01:23 | 17:58 | 00:06 | 00:04 | |
Headdress | 4 | 16.00% | 43.5 | 50.00% | -11.90% | -50.00% | +50.00% | 0.00% | 15:31 | 09:48 | 09:48 | 09:52 | 20:47 | 21:38 | 10:59 | 08:08 | |
Boots of Bearing | 1 | 4.00% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 4.00% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 4.00% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 00:00 | 00:00 | |
Nullifier | 1 | 4.00% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 | |
Scythe of Vyse | 5 | 20.00% | 32.6 | 40.00% | -25.00% | +60.00% | -40.00% | -7.52% | 53:01 | 43:16 | 43:16 | 45:55 | 56:34 | 1:13:27 | 13:18 | 09:51 | |
Ring of Health | 6 | 24.00% | 30.4 | 33.33% | -35.09% | +16.67% | -33.33% | -1.45% | 28:03 | 12:30 | 14:08 | 18:44 | 48:37 | 53:54 | 34:29 | 25:32 | |
Aeon Disk | 2 | 8.00% | 28.3 | 50.00% | -10.87% | +50.00% | 0.00% | 0.00% | 1:04:04 | 52:14 | 52:14 | 1:15:53 | 1:15:53 | 1:15:53 | 23:39 | 17:31 | |
Crimson Guard | 2 | 8.00% | 26.1 | 50.00% | -10.87% | +50.00% | 0.00% | 0.00% | 16:25 | 16:18 | 16:18 | 16:31 | 16:31 | 16:31 | 00:13 | 00:09 | |
Guardian Greaves | 2 | 8.00% | 23.9 | 50.00% | -10.87% | -50.00% | 0.00% | 0.00% | 20:20 | 16:45 | 16:45 | 23:55 | 23:55 | 23:55 | 07:10 | 05:18 | |
Vanguard | 2 | 8.00% | 21.7 | 50.00% | -10.87% | -50.00% | 0.00% | 0.00% | 13:28 | 12:38 | 12:38 | 14:17 | 14:17 | 14:17 | 01:39 | 01:13 | |
Refresher Orb | 2 | 8.00% | 19.6 | 50.00% | -10.87% | +50.00% | 0.00% | 0.00% | 52:07 | 48:58 | 48:58 | 55:16 | 55:16 | 55:16 | 06:18 | 04:40 | |
Pipe of Insight | 3 | 12.00% | 17.4 | 33.33% | -30.31% | -33.33% | 0.00% | 0.00% | 24:28 | 22:13 | 22:13 | 23:08 | 28:03 | 28:03 | 05:50 | 04:19 | |
Mekansm | 3 | 12.00% | 15.2 | 33.33% | -30.31% | -33.33% | 0.00% | 0.00% | 16:23 | 13:54 | 13:54 | 14:29 | 20:47 | 20:47 | 06:53 | 05:05 | |
Hood of Defiance | 3 | 12.00% | 13.0 | 33.33% | -30.31% | -33.33% | 0.00% | 0.00% | 19:50 | 19:09 | 19:09 | 19:53 | 20:27 | 20:27 | 01:18 | 00:57 | |
Chainmail | 3 | 12.00% | 10.9 | 33.33% | -30.31% | -33.33% | 0.00% | 0.00% | 15:22 | 11:54 | 11:54 | 13:26 | 20:47 | 20:47 | 08:53 | 06:34 | |
Boots of Travel 2 | 1 | 4.00% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:21:44 | 1:21:44 | 1:21:44 | 1:21:44 | 1:21:44 | 1:21:44 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 4.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 4.00% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:32 | 1:08:32 | 1:08:32 | 1:08:32 | 1:08:32 | 1:08:32 | 00:00 | 00:00 | |
Sange | 1 | 4.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 00:00 |