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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 | 64 | 4.65% | 100.0 | 81.25% | +36.16% | +18.75% | -6.25% | -1.45% | 47:25 | 27:18 | 38:58 | 45:46 | 56:16 | 1:27:28 | 17:18 | 12:48 |
 | Aeon Disk | 150 | 10.89% | 98.7 | 68.00% | +23.83% | -4.84% | -5.84% | -0.10% | 42:19 | 24:30 | 36:24 | 41:16 | 46:53 | 1:08:54 | 10:29 | 07:45 |
 | Octarine Core | 64 | 4.65% | 97.5 | 70.31% | +24.69% | +17.19% | -7.81% | -1.47% | 44:20 | 19:05 | 35:15 | 43:51 | 52:12 | 1:16:34 | 16:57 | 12:33 |
 | Blink Dagger | 777 | 56.43% | 96.2 | 56.63% | +22.63% | +1.62% | -4.05% | -0.54% | 28:28 | 11:36 | 22:27 | 27:30 | 32:55 | 1:10:59 | 10:28 | 07:45 |
 | Aether Lens | 723 | 52.51% | 94.9 | 55.46% | +18.30% | +8.08% | +1.45% | -0.61% | 22:55 | 09:50 | 16:27 | 20:12 | 27:16 | 1:14:40 | 10:49 | 08:00 |
 | Black King Bar | 28 | 2.03% | 93.7 | 75.00% | +28.82% | -3.57% | -17.86% | -0.93% | 46:31 | 29:13 | 37:47 | 42:33 | 53:09 | 1:10:59 | 15:22 | 11:22 |
 | Void Stone | 841 | 61.07% | 92.4 | 53.75% | +17.93% | +5.30% | +0.54% | -0.42% | 21:40 | 05:55 | 14:58 | 19:03 | 26:11 | 1:14:26 | 11:13 | 08:18 |
 | Tranquil Boots | 272 | 19.75% | 91.1 | 54.78% | +9.98% | +4.04% | -6.25% | -0.89% | 23:06 | 05:57 | 16:40 | 21:23 | 28:12 | 52:25 | 11:32 | 08:32 |
 | Wind Lace | 602 | 43.72% | 89.9 | 51.50% | +8.40% | -1.17% | -4.83% | -0.31% | 13:26 | -01:30 | 06:16 | 11:25 | 17:55 | 56:23 | 11:39 | 08:37 |
 | Glimmer Cape | 296 | 21.50% | 88.6 | 52.70% | +7.56% | +1.35% | -4.05% | -0.52% | 27:13 | 14:24 | 21:13 | 25:23 | 31:37 | 56:16 | 10:24 | 07:42 |
 | Force Staff | 770 | 55.92% | 87.3 | 49.48% | +6.15% | +6.48% | -3.13% | -1.12% | 24:24 | 12:54 | 19:10 | 22:19 | 27:44 | 1:07:45 | 08:34 | 06:20 |
 | Aghanim's Shard | 577 | 41.90% | 86.1 | 50.09% | +5.71% | -2.17% | -8.42% | -0.63% | 29:06 | 15:00 | 23:33 | 28:21 | 33:33 | 60:29 | 10:00 | 07:24 |
 | Arcane Boots | 1270 | 92.23% | 84.8 | 48.03% | +16.25% | +6.69% | -6.07% | -3.93% | 11:28 | 03:11 | 09:24 | 10:57 | 12:39 | 48:26 | 03:15 | 02:24 |
 | Magic Wand | 1171 | 85.04% | 83.5 | 48.08% | +8.76% | +4.14% | -0.64% | -0.77% | 09:20 | -01:29 | 05:38 | 09:01 | 11:52 | 44:35 | 06:14 | 04:37 |
 | Guardian Greaves | 83 | 6.03% | 82.3 | 57.83% | +11.77% | +4.07% | +13.60% | 1.35% | 26:19 | 14:51 | 22:26 | 24:44 | 29:28 | 52:34 | 07:02 | 05:12 |
 | Magic Stick | 1325 | 96.22% | 81.0 | 47.40% | +16.63% | +0.33% | +0.94% | 0.13% | 02:59 | -01:30 | -01:29 | 01:56 | 06:08 | 29:00 | 07:37 | 05:38 |
 | Fluffy Hat | 938 | 68.12% | 79.7 | 47.76% | +3.11% | +5.43% | -5.02% | -1.26% | 17:44 | -01:22 | 12:26 | 15:20 | 20:43 | 57:48 | 08:17 | 06:08 |
 | Boots of Speed | 1377 | 100.00% | 78.5 | 46.77% | +46.77% | +3.23% | -1.42% | -1.60% | 04:27 | -01:30 | 03:24 | 04:44 | 06:18 | 12:37 | 02:54 | 02:08 |
 | Lotus Orb | 75 | 5.45% | 77.2 | 57.33% | +11.17% | +21.62% | -4.70% | -2.04% | 33:15 | 17:34 | 26:03 | 32:48 | 38:59 | 59:22 | 12:56 | 09:34 |
 | Ghost Scepter | 134 | 9.73% | 75.9 | 52.99% | +6.89% | +17.60% | -7.54% | -2.42% | 32:55 | 17:13 | 27:15 | 31:30 | 37:38 | 57:22 | 10:23 | 07:41 |
 | Boots of Bearing | 14 | 1.02% | 74.7 | 78.57% | +32.13% | -28.57% | +21.43% | 0.00% | 31:16 | 19:19 | 20:55 | 28:30 | 37:06 | 1:03:30 | 16:11 | 11:59 |
 | Buckler | 90 | 6.54% | 73.4 | 53.33% | +7.02% | +7.54% | -3.33% | -1.29% | 23:52 | 13:51 | 19:05 | 21:40 | 27:30 | 50:01 | 08:25 | 06:14 |
 | Mekansm | 109 | 7.92% | 72.2 | 51.38% | +5.01% | +4.18% | +4.18% | 0.00% | 19:02 | 09:44 | 15:57 | 18:10 | 20:45 | 46:46 | 04:48 | 03:33 |
 | Eul's Scepter of Divinity | 87 | 6.32% | 70.9 | 52.87% | +6.51% | +1.68% | +6.22% | 0.39% | 28:22 | 11:01 | 20:47 | 25:23 | 32:26 | 1:16:50 | 11:39 | 08:37 |
 | Ring of Health | 103 | 7.48% | 69.6 | 51.46% | +5.07% | +6.23% | +2.39% | -0.24% | 32:09 | 08:17 | 23:22 | 31:34 | 39:30 | 1:08:10 | 16:08 | 11:57 |
 | Chainmail | 127 | 9.22% | 68.4 | 48.82% | +2.26% | +4.31% | -1.94% | -0.93% | 17:54 | 07:01 | 13:36 | 16:00 | 20:20 | 47:56 | 06:44 | 04:59 |
 | Quelling Blade | 143 | 10.38% | 67.1 | 47.55% | +0.87% | -3.11% | -3.11% | 0.00% | 07:27 | -01:30 | -01:29 | 07:00 | 12:19 | 44:31 | 13:48 | 10:13 |
 | Ring of Protection | 175 | 12.71% | 65.8 | 46.29% | -0.55% | -0.84% | -0.84% | 0.00% | 16:22 | -01:29 | 09:57 | 16:18 | 20:56 | 50:01 | 10:59 | 08:08 |
 | Headdress | 122 | 8.86% | 64.6 | 47.54% | +0.85% | -2.38% | +5.79% | 1.25% | 15:23 | -01:29 | 11:54 | 14:34 | 18:26 | 45:42 | 06:32 | 04:50 |
 | Scythe of Vyse | 16 | 1.16% | 63.3 | 68.75% | +22.24% | +31.25% | -18.75% | 0.00% | 52:41 | 37:06 | 44:13 | 47:20 | 1:02:45 | 1:12:46 | 18:32 | 13:43 |
 | Drum of Endurance | 29 | 2.11% | 62.0 | 58.62% | +12.11% | +27.09% | -1.48% | -2.15% | 23:37 | 14:03 | 16:28 | 18:49 | 29:45 | 48:44 | 13:17 | 09:50 |
 | Aghanim's Scepter | 67 | 4.87% | 60.8 | 47.76% | +1.04% | -6.58% | +5.18% | 0.81% | 37:57 | 15:38 | 28:20 | 34:55 | 42:53 | 1:13:38 | 14:33 | 10:46 |
 | Blight Stone | 39 | 2.83% | 59.5 | 48.72% | +2.01% | +21.28% | -18.72% | -1.87% | 11:43 | -01:29 | -01:29 | 13:30 | 22:55 | 47:56 | 24:24 | 18:04 |
 | Pavise | 47 | 3.41% | 58.2 | 40.43% | -6.56% | +1.24% | -7.10% | -1.64% | 15:37 | 10:25 | 12:34 | 15:37 | 17:39 | 23:21 | 05:05 | 03:45 |
 | Urn of Shadows | 38 | 2.76% | 57.0 | 42.11% | -4.79% | -12.11% | +13.45% | 7.00% | 11:18 | 05:19 | 09:29 | 11:11 | 13:08 | 18:18 | 03:39 | 02:42 |
 | Null Talisman | 29 | 2.11% | 55.7 | 44.83% | -1.98% | -1.97% | +26.60% | 5.53% | 07:13 | -01:29 | 02:32 | 03:44 | 07:42 | 29:34 | 05:10 | 03:49 |
 | Heaven's Halberd | 7 | 0.51% | 54.4 | 71.43% | +24.79% | -21.43% | -21.43% | 0.00% | 41:03 | 32:48 | 33:01 | 39:54 | 41:32 | 54:17 | 08:31 | 06:18 |
 | Wind Waker | 10 | 0.73% | 53.2 | 60.00% | +13.33% | -26.67% | -60.00% | 0.00% | 44:41 | 32:48 | 34:18 | 38:06 | 47:13 | 1:16:50 | 12:55 | 09:34 |
 | Spirit Vessel | 29 | 2.11% | 51.9 | 41.38% | -5.50% | -27.09% | +1.48% | 7.00% | 18:24 | 14:21 | 16:07 | 17:49 | 20:12 | 24:48 | 04:05 | 03:01 |
 | Phylactery | 11 | 0.80% | 50.6 | 54.55% | +7.84% | +12.12% | +12.12% | 0.00% | 15:33 | 09:04 | 11:16 | 15:32 | 18:51 | 21:23 | 07:35 | 05:37 |
 | Boots of Travel 2 | 6 | 0.44% | 49.4 | 66.67% | +19.99% | +33.33% | +33.33% | 0.00% | 1:02:30 | 41:37 | 41:53 | 1:08:24 | 1:15:37 | 1:18:10 | 33:44 | 24:59 |
 | Solar Crest | 20 | 1.45% | 48.1 | 40.00% | -6.87% | 0.00% | -20.00% | -2.04% | 26:47 | 17:38 | 20:59 | 24:26 | 30:46 | 48:00 | 09:47 | 07:14 |
 | Helm of Iron Will | 4 | 0.29% | 46.8 | 75.00% | +28.31% | +25.00% | -75.00% | 0.00% | 59:13 | 42:40 | 42:40 | 47:11 | 1:04:01 | 1:22:58 | 21:21 | 15:48 |
 | Medallion of Courage | 21 | 1.53% | 45.6 | 38.10% | -8.80% | -18.10% | -18.10% | 0.00% | 24:11 | 13:30 | 16:21 | 23:32 | 29:23 | 47:56 | 13:02 | 09:39 |
 | Diadem | 14 | 1.02% | 44.3 | 42.86% | -3.95% | +32.14% | -42.86% | 0.00% | 24:53 | 06:08 | 10:22 | 17:07 | 19:14 | 1:22:58 | 08:52 | 06:34 |
 | Nullifier | 2 | 0.15% | 43.0 | 100.00% | +53.31% | 0.00% | 0.00% | 0.00% | 55:51 | 47:13 | 47:13 | 1:04:29 | 1:04:29 | 1:04:29 | 17:16 | 12:47 |
 | Cornucopia | 8 | 0.58% | 41.8 | 50.00% | +3.25% | 0.00% | +50.00% | 0.00% | 42:40 | 31:10 | 31:22 | 37:03 | 48:38 | 1:04:40 | 17:16 | 12:47 |
 | Sange | 12 | 0.87% | 40.5 | 41.67% | -5.14% | -41.67% | +25.00% | 0.00% | 37:09 | 22:42 | 32:20 | 35:45 | 39:41 | 53:55 | 07:21 | 05:26 |
 | Crown | 36 | 2.61% | 39.2 | 27.78% | -19.50% | -16.67% | -16.67% | 0.00% | 20:39 | 03:19 | 12:09 | 19:52 | 23:58 | 52:40 | 11:49 | 08:45 |
 | Linken's Sphere | 10 | 0.73% | 38.0 | 40.00% | -6.82% | -6.67% | +10.00% | 0.00% | 46:02 | 31:22 | 34:41 | 43:16 | 52:41 | 1:08:26 | 18:00 | 13:20 |
 | Hood of Defiance | 11 | 0.80% | 36.7 | 36.36% | -10.49% | -3.03% | -3.03% | 0.00% | 24:51 | 14:48 | 17:09 | 20:44 | 31:25 | 46:04 | 14:16 | 10:34 |
 | Wraith Band | 17 | 1.23% | 35.4 | 29.41% | -17.58% | +20.59% | -4.41% | 0.00% | 18:23 | -01:30 | 04:22 | 24:49 | 27:25 | 28:56 | 23:03 | 17:04 |
 | Bottle | 15 | 1.09% | 34.2 | 26.67% | -20.32% | -26.67% | -1.67% | 0.00% | 06:23 | 01:02 | 01:20 | 01:27 | 01:40 | 37:25 | 00:20 | 00:14 |
 | Pipe of Insight | 9 | 0.65% | 32.9 | 33.33% | -13.53% | -33.33% | +16.67% | 0.00% | 30:47 | 18:18 | 21:45 | 28:26 | 40:24 | 46:04 | 18:39 | 13:48 |
 | Heart of Tarrasque | 1 | 0.07% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.07% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.07% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:56 | 50:56 | 50:56 | 50:56 | 50:56 | 50:56 | 00:00 | 00:00 |
 | Bracer | 18 | 1.31% | 27.8 | 22.22% | -24.87% | -2.22% | +2.78% | 0.36% | 20:55 | 10:36 | 13:14 | 17:03 | 27:05 | 39:54 | 13:51 | 10:15 |
 | Wraith Pact | 2 | 0.15% | 26.6 | 50.00% | +3.24% | +50.00% | 0.00% | 0.00% | 38:36 | 30:35 | 30:35 | 46:36 | 46:36 | 46:36 | 16:01 | 11:51 |
 | Hand of Midas | 2 | 0.15% | 25.3 | 50.00% | +3.24% | -50.00% | 0.00% | 0.00% | 48:41 | 38:05 | 38:05 | 59:17 | 59:17 | 59:17 | 21:12 | 15:42 |
 | Meteor Hammer | 2 | 0.15% | 24.1 | 50.00% | +3.24% | +50.00% | 0.00% | 0.00% | 11:02 | 08:28 | 08:28 | 13:35 | 13:35 | 13:35 | 05:07 | 03:47 |
 | Ring of Basilius | 9 | 0.65% | 22.8 | 22.22% | -24.71% | -22.22% | -22.22% | 0.00% | 20:36 | 01:38 | 11:09 | 16:04 | 29:30 | 38:25 | 18:21 | 13:35 |
 | Morbid Mask | 3 | 0.22% | 21.5 | 33.33% | -13.47% | +66.67% | 0.00% | 0.00% | 32:41 | 27:30 | 27:30 | 32:08 | 38:25 | 38:25 | 10:55 | 08:05 |
 | Aghanim's Blessing | 3 | 0.22% | 20.3 | 33.33% | -13.47% | -33.33% | 0.00% | 0.00% | 1:02:52 | 44:55 | 44:55 | 1:07:33 | 1:16:08 | 1:16:08 | 31:13 | 23:07 |
 | Vladmir's Offering | 3 | 0.22% | 19.0 | 33.33% | -13.47% | +66.67% | 0.00% | 0.00% | 33:06 | 27:30 | 27:30 | 32:32 | 39:15 | 39:15 | 11:45 | 08:42 |
 | Veil of Discord | 5 | 0.36% | 17.7 | 20.00% | -26.87% | -20.00% | -20.00% | 0.00% | 19:38 | 14:59 | 14:59 | 17:47 | 18:18 | 29:30 | 03:19 | 02:27 |
 | Dagon | 6 | 0.44% | 16.5 | 16.67% | -30.23% | -16.67% | -16.67% | 0.00% | 44:12 | 24:06 | 28:01 | 50:11 | 52:40 | 59:52 | 24:39 | 18:15 |
 | Dagon (level 2) | 1 | 0.07% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.07% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.07% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.07% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:58 | 1:22:58 | 1:22:58 | 1:22:58 | 1:22:58 | 1:22:58 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.07% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.07% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:48 | 59:48 | 59:48 | 59:48 | 59:48 | 59:48 | 00:00 | 00:00 |
 | Ethereal Blade | 3 | 0.22% | 7.6 | 0.00% | -46.87% | 0.00% | 0.00% | 0.00% | 48:06 | 36:24 | 36:24 | 52:47 | 55:07 | 55:07 | 18:43 | 13:51 |
 | Kaya | 3 | 0.22% | 6.3 | 0.00% | -46.87% | 0.00% | 0.00% | 0.00% | 42:55 | 36:24 | 36:24 | 44:30 | 47:52 | 47:52 | 11:28 | 08:29 |
 | Power Treads | 1 | 0.07% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.07% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.07% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:31:38 | 1:31:38 | 1:31:38 | 1:31:38 | 1:31:38 | 1:31:38 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.07% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |