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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 | |
 | Aeon Disk | 11 | 7.05% | 100.0 | 90.91% | +40.91% | +9.09% | +9.09% | 0.00% | 39:29 | 30:48 | 35:41 | 38:47 | 43:53 | 45:35 | 08:11 | 06:04 |
 | Guardian Greaves | 6 | 3.85% | 89.9 | 100.00% | +48.99% | 0.00% | 0.00% | 0.00% | 29:27 | 20:59 | 21:10 | 24:42 | 36:01 | 37:46 | 14:50 | 10:59 |
 | Headdress | 27 | 17.31% | 88.5 | 70.37% | +21.15% | +29.63% | +1.06% | -3.47% | 17:42 | 04:11 | 12:09 | 15:33 | 20:23 | 40:08 | 08:14 | 06:06 |
 | Cornucopia | 21 | 13.46% | 85.1 | 71.43% | +21.43% | -4.76% | +11.90% | 1.09% | 38:05 | 16:45 | 30:38 | 36:00 | 45:59 | 1:03:20 | 15:21 | 11:22 |
 | Ring of Basilius | 16 | 10.26% | 84.3 | 75.00% | +24.64% | +25.00% | -35.00% | -3.60% | 18:55 | 08:22 | 09:10 | 14:09 | 25:50 | 35:44 | 16:40 | 12:20 |
 | Ring of Protection | 58 | 37.18% | 84.0 | 60.34% | +11.89% | +6.33% | +8.41% | 0.18% | 12:59 | -01:29 | 06:05 | 12:05 | 17:47 | 35:43 | 11:42 | 08:40 |
 | Ring of Tarrasque | 32 | 20.51% | 84.0 | 65.63% | +16.04% | -15.63% | +1.04% | 1.15% | 32:12 | 16:20 | 22:41 | 31:07 | 37:12 | 1:03:21 | 14:31 | 10:45 |
 | Shiva's Guard | 18 | 11.54% | 82.8 | 72.22% | +21.86% | -12.22% | -12.22% | 0.00% | 31:32 | 16:52 | 26:20 | 31:38 | 34:31 | 56:42 | 08:10 | 06:03 |
 | Boots of Speed | 155 | 99.36% | 81.5 | 52.90% | +52.90% | -0.27% | +0.95% | 0.44% | 07:03 | 00:20 | 05:29 | 06:34 | 08:17 | 24:46 | 02:48 | 02:04 |
 | Eul's Scepter of Divinity | 54 | 34.62% | 81.5 | 59.26% | +9.76% | +26.45% | -23.55% | -7.91% | 21:44 | 15:20 | 18:01 | 20:29 | 24:21 | 38:36 | 06:19 | 04:40 |
 | Void Stone | 68 | 43.59% | 81.1 | 57.35% | +7.92% | +13.24% | +7.36% | -0.77% | 19:37 | 10:25 | 15:10 | 18:07 | 22:49 | 40:26 | 07:39 | 05:40 |
 | Glimmer Cape | 22 | 14.10% | 80.9 | 68.18% | +17.80% | -34.85% | +15.15% | 5.25% | 23:28 | 15:20 | 18:50 | 22:10 | 28:22 | 35:58 | 09:31 | 07:03 |
 | Magic Stick | 148 | 94.87% | 80.8 | 52.70% | -4.44% | -0.07% | +6.76% | 1.06% | 05:07 | -01:29 | 02:13 | 04:22 | 08:39 | 16:28 | 06:26 | 04:45 |
 | Buckler | 15 | 9.62% | 80.0 | 73.33% | +22.62% | +26.67% | +26.67% | 0.00% | 27:29 | 17:02 | 21:47 | 27:50 | 33:34 | 37:23 | 11:46 | 08:43 |
 | Pavise | 15 | 9.62% | 80.0 | 73.33% | +22.62% | +1.67% | +26.67% | 2.33% | 22:31 | 13:30 | 17:02 | 21:17 | 27:45 | 34:50 | 10:43 | 07:56 |
 | Wind Lace | 147 | 94.23% | 78.2 | 51.02% | -36.48% | -2.37% | +11.14% | 4.23% | 09:19 | -01:29 | 07:07 | 08:27 | 10:18 | 42:44 | 03:11 | 02:21 |
 | Pipe of Insight | 19 | 12.18% | 78.1 | 68.42% | +17.68% | -43.42% | +31.58% | 7.21% | 26:28 | 16:32 | 20:34 | 23:24 | 30:58 | 40:24 | 10:24 | 07:42 |
 | Magic Wand | 141 | 90.38% | 77.9 | 51.06% | -20.37% | -1.06% | +4.50% | 1.21% | 08:25 | 01:58 | 05:56 | 08:48 | 10:32 | 24:56 | 04:36 | 03:24 |
 | Crown | 67 | 42.95% | 77.7 | 55.22% | +4.08% | +3.60% | +3.60% | 0.00% | 20:49 | 04:16 | 13:03 | 18:34 | 26:15 | 1:04:48 | 13:11 | 09:46 |
 | Tranquil Boots | 143 | 91.67% | 76.9 | 50.35% | -32.98% | -3.13% | +1.00% | 1.36% | 10:17 | 04:12 | 08:22 | 09:47 | 11:25 | 32:36 | 03:02 | 02:15 |
 | Solar Crest | 14 | 8.97% | 75.2 | 71.43% | +20.37% | +3.57% | +28.57% | 2.27% | 26:26 | 16:17 | 20:03 | 25:24 | 31:04 | 43:11 | 11:01 | 08:09 |
 | Refresher Orb | 16 | 10.26% | 74.5 | 68.75% | +17.67% | -18.75% | +6.25% | 2.22% | 44:17 | 30:48 | 36:30 | 43:49 | 47:46 | 1:03:21 | 11:16 | 08:20 |
 | Helm of Iron Will | 36 | 23.08% | 74.5 | 58.33% | +7.07% | +8.34% | -2.77% | -1.01% | 26:42 | 09:19 | 20:36 | 25:24 | 31:36 | 1:04:48 | 11:00 | 08:09 |
 | Aghanim's Shard | 79 | 50.64% | 74.2 | 51.90% | -2.05% | -11.90% | -16.90% | -0.67% | 21:15 | 15:00 | 16:56 | 20:42 | 24:24 | 34:44 | 07:27 | 05:31 |
 | Fluffy Hat | 51 | 32.69% | 71.1 | 52.94% | +0.06% | +0.91% | +8.60% | 1.06% | 15:28 | 05:22 | 11:10 | 14:20 | 18:25 | 33:14 | 07:15 | 05:22 |
 | Ring of Health | 15 | 9.62% | 69.8 | 66.67% | +15.24% | -16.67% | +8.33% | 1.96% | 31:31 | 15:43 | 25:18 | 28:13 | 38:04 | 57:13 | 12:46 | 09:27 |
 | Veil of Discord | 27 | 17.31% | 65.6 | 55.56% | +3.22% | +15.87% | +1.58% | -1.64% | 27:16 | 11:07 | 21:13 | 25:22 | 29:56 | 1:04:48 | 08:42 | 06:27 |
 | Urn of Shadows | 32 | 20.51% | 64.8 | 53.13% | +0.28% | +21.87% | +9.37% | -2.02% | 10:20 | 02:33 | 07:03 | 09:52 | 13:14 | 21:20 | 06:10 | 04:34 |
 | Lotus Orb | 14 | 8.97% | 64.6 | 64.29% | +12.52% | +10.71% | -14.29% | -2.17% | 34:41 | 18:11 | 28:00 | 32:34 | 39:30 | 57:24 | 11:30 | 08:31 |
 | Spirit Vessel | 30 | 19.23% | 64.1 | 53.33% | +0.53% | +9.17% | -15.83% | -6.27% | 17:31 | 07:59 | 15:31 | 17:21 | 19:30 | 25:29 | 03:59 | 02:57 |
 | Chainmail | 8 | 5.13% | 63.3 | 75.00% | +23.30% | +25.00% | -41.67% | 0.00% | 13:57 | 10:12 | 11:19 | 13:05 | 13:50 | 19:36 | 02:31 | 01:51 |
 | Mekansm | 8 | 5.13% | 63.3 | 75.00% | +23.30% | +25.00% | -41.67% | 0.00% | 16:57 | 13:26 | 13:48 | 15:55 | 18:01 | 22:17 | 04:13 | 03:07 |
 | Arcane Boots | 8 | 5.13% | 63.3 | 75.00% | +23.30% | +25.00% | -41.67% | 0.00% | 14:27 | 10:25 | 10:26 | 11:19 | 14:41 | 28:22 | 04:15 | 03:08 |
 | Diadem | 8 | 5.13% | 63.3 | 75.00% | +23.30% | -25.00% | +25.00% | 0.00% | 28:23 | 18:58 | 20:29 | 29:54 | 35:14 | 36:38 | 14:44 | 10:55 |
 | Nullifier | 8 | 5.13% | 63.3 | 75.00% | +23.30% | -25.00% | -25.00% | 0.00% | 34:48 | 22:59 | 32:17 | 35:09 | 38:37 | 41:54 | 06:20 | 04:41 |
 | Scythe of Vyse | 16 | 10.26% | 56.4 | 56.25% | +3.73% | +18.75% | -6.25% | -1.84% | 37:43 | 22:51 | 30:29 | 36:44 | 44:03 | 58:29 | 13:34 | 10:03 |
 | Holy Locket | 7 | 4.49% | 54.3 | 71.43% | +19.40% | -21.43% | +28.57% | 0.00% | 30:26 | 20:07 | 25:27 | 33:10 | 35:59 | 36:50 | 10:32 | 07:48 |
 | Vladmir's Offering | 7 | 4.49% | 54.3 | 71.43% | +19.40% | +28.57% | +28.57% | 0.00% | 30:16 | 25:17 | 27:16 | 28:02 | 34:01 | 36:00 | 06:45 | 05:00 |
 | Morbid Mask | 7 | 4.49% | 54.3 | 71.43% | +19.40% | +28.57% | +28.57% | 0.00% | 29:56 | 24:49 | 26:44 | 28:02 | 33:43 | 35:44 | 06:59 | 05:10 |
 | Rod of Atos | 5 | 3.21% | 53.1 | 80.00% | +28.00% | -30.00% | +20.00% | 0.00% | 19:32 | 16:38 | 19:16 | 19:56 | 20:37 | 21:15 | 01:21 | 01:00 |
 | Bracer | 17 | 10.90% | 37.7 | 41.18% | -13.17% | +18.82% | -1.18% | -2.89% | 08:44 | 02:33 | 04:27 | 06:58 | 11:22 | 22:50 | 06:55 | 05:07 |
 | Aghanim's Scepter | 2 | 1.28% | 37.6 | 100.00% | +47.71% | 0.00% | 0.00% | 0.00% | 41:20 | 34:46 | 38:03 | 41:20 | 44:37 | 47:54 | 06:34 | 04:51 |
 | Aether Lens | 3 | 1.92% | 25.4 | 66.67% | +14.04% | +33.33% | -66.67% | 0.00% | 19:39 | 14:10 | 16:25 | 18:41 | 22:23 | 26:05 | 05:57 | 04:24 |
 | Blink Dagger | 3 | 1.92% | 25.4 | 66.67% | +14.04% | 0.00% | -66.67% | 0.00% | 38:43 | 27:48 | 27:45 | 35:16 | 43:27 | 45:36 | 15:41 | 11:37 |
 | Orchid Malevolence | 3 | 1.92% | 25.4 | 66.67% | +14.04% | +33.33% | -66.67% | 0.00% | 17:46 | 16:52 | 17:15 | 17:38 | 18:13 | 18:48 | 00:58 | 00:42 |
 | Quelling Blade | 3 | 1.92% | 25.4 | 66.67% | +14.04% | +33.33% | -66.67% | 0.00% | 09:40 | -01:28 | 01:18 | 04:04 | 15:14 | 26:25 | 13:56 | 10:19 |
 | Drum of Endurance | 4 | 2.56% | 19.7 | 50.00% | -2.98% | -50.00% | +50.00% | 0.00% | 24:04 | 16:48 | 17:41 | 22:40 | 29:03 | 34:09 | 11:21 | 08:25 |
 | Dagon | 1 | 0.64% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.64% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.64% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 00:00 | 00:00 |
 | Sange | 1 | 0.64% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 00:00 | 00:00 |
 | Black King Bar | 5 | 3.21% | 16.3 | 40.00% | -13.33% | +60.00% | -40.00% | 0.00% | 40:01 | 23:36 | 32:01 | 36:06 | 37:02 | 1:11:20 | 05:01 | 03:42 |
 | Force Staff | 13 | 8.33% | 14.2 | 23.08% | -32.55% | -23.08% | +1.92% | 0.00% | 28:18 | 18:19 | 22:33 | 27:59 | 31:31 | 40:41 | 08:58 | 06:38 |
 | Ethereal Blade | 2 | 1.28% | 10.1 | 50.00% | -2.94% | +50.00% | -50.00% | 0.00% | 35:24 | 22:43 | 29:03 | 35:24 | 41:44 | 48:05 | 12:41 | 09:23 |
 | Boots of Bearing | 2 | 1.28% | 10.1 | 50.00% | -2.94% | -50.00% | +50.00% | 0.00% | 34:33 | 31:06 | 32:49 | 34:33 | 36:16 | 38:00 | 03:27 | 02:33 |
 | Boots of Travel | 3 | 1.92% | 7.3 | 33.33% | -19.96% | -33.33% | -33.33% | 0.00% | 39:19 | 30:02 | 32:06 | 34:11 | 43:57 | 53:44 | 11:51 | 08:46 |
 | Ghost Scepter | 4 | 2.56% | 5.8 | 25.00% | -28.64% | +75.00% | -25.00% | 0.00% | 33:07 | 18:32 | 23:40 | 33:02 | 42:29 | 47:53 | 18:48 | 13:56 |
 | Null Talisman | 5 | 3.21% | 4.9 | 20.00% | -34.00% | -20.00% | +30.00% | 0.00% | 13:06 | 08:51 | 10:35 | 11:21 | 11:32 | 23:12 | 00:57 | 00:42 |
 | Vanguard | 1 | 0.64% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 00:00 | 00:00 |
 | Hand of Midas | 4 | 2.56% | 0.0 | 0.00% | -54.30% | 0.00% | 0.00% | 0.00% | 28:46 | 16:04 | 16:16 | 20:03 | 32:32 | 58:52 | 16:15 | 12:02 |
 | Crimson Guard | 1 | 0.64% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 00:00 | 00:00 |