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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 | |
 | Buckler | 31 | 9.69% | 100.0 | 77.42% | +30.36% | +10.08% | -14.92% | -3.22% | 30:00 | 11:03 | 25:36 | 29:17 | 33:22 | 43:55 | 07:46 | 05:45 |
 | Morbid Mask | 11 | 3.44% | 98.7 | 90.91% | +42.37% | +9.09% | -24.24% | -6.41% | 36:32 | 14:37 | 31:56 | 36:43 | 37:08 | 52:17 | 05:12 | 03:51 |
 | Assault Cuirass | 25 | 7.81% | 97.3 | 76.00% | +28.20% | +7.33% | -9.33% | -2.36% | 32:21 | 26:05 | 28:17 | 30:32 | 35:20 | 44:13 | 07:03 | 05:13 |
 | Ring of Protection | 45 | 14.06% | 96.0 | 68.89% | +21.98% | -14.34% | -5.25% | 0.40% | 22:24 | -01:29 | 08:04 | 26:00 | 30:36 | 43:55 | 22:32 | 16:41 |
 | Void Stone | 129 | 40.31% | 94.7 | 58.14% | +13.64% | -11.26% | -1.89% | 0.58% | 29:33 | 10:20 | 21:07 | 30:14 | 37:14 | 54:40 | 16:07 | 11:56 |
 | Shiva's Guard | 113 | 35.31% | 93.3 | 58.41% | +13.00% | +20.16% | -19.12% | -6.89% | 32:54 | 20:30 | 29:28 | 32:28 | 35:10 | 54:04 | 05:42 | 04:13 |
 | Satanic | 9 | 2.81% | 92.0 | 88.89% | +40.02% | +11.11% | -38.89% | -17.96% | 38:46 | 28:17 | 34:48 | 36:59 | 37:35 | 52:35 | 02:47 | 02:03 |
 | Black King Bar | 235 | 73.44% | 90.7 | 53.19% | +12.01% | +4.44% | -9.12% | -2.74% | 24:23 | 14:52 | 21:27 | 23:20 | 26:24 | 1:08:27 | 04:57 | 03:40 |
 | Kaya and Sange | 233 | 72.81% | 89.3 | 52.36% | +8.68% | +16.61% | +2.81% | -3.17% | 19:51 | 13:44 | 16:41 | 17:49 | 21:02 | 46:41 | 04:21 | 03:13 |
 | Ring of Health | 82 | 25.63% | 88.0 | 57.32% | +9.84% | -4.94% | -7.32% | -0.19% | 32:51 | 15:32 | 25:41 | 31:45 | 37:57 | 54:40 | 12:16 | 09:05 |
 | Sange | 236 | 73.75% | 86.7 | 52.12% | +8.07% | +10.59% | +3.81% | -1.69% | 18:52 | 09:38 | 15:50 | 17:11 | 19:51 | 46:41 | 04:01 | 02:58 |
 | Bottle | 272 | 85.00% | 85.3 | 51.10% | +7.35% | -2.57% | -2.57% | 0.00% | 01:34 | 00:19 | 01:17 | 01:30 | 01:43 | 08:56 | 00:26 | 00:19 |
 | Kaya | 240 | 75.00% | 84.0 | 51.25% | +5.00% | +8.75% | +7.08% | -0.37% | 16:19 | 10:09 | 13:01 | 14:33 | 17:35 | 37:41 | 04:34 | 03:22 |
 | Power Treads | 281 | 87.81% | 82.7 | 50.53% | +4.38% | +9.47% | -9.10% | -11.03% | 09:49 | 05:49 | 08:27 | 09:20 | 10:08 | 34:47 | 01:41 | 01:14 |
 | Boots of Speed | 314 | 98.13% | 81.3 | 49.68% | -16.99% | -1.58% | -0.96% | 0.38% | 06:47 | 01:52 | 05:43 | 06:33 | 07:21 | 20:01 | 01:38 | 01:12 |
 | Null Talisman | 301 | 94.06% | 80.0 | 49.17% | -13.99% | -3.84% | -1.17% | 2.14% | 03:40 | -01:29 | 03:04 | 03:39 | 04:19 | 09:14 | 01:15 | 00:55 |
 | Magic Stick | 278 | 86.88% | 78.7 | 48.56% | -10.96% | +0.01% | +3.61% | 0.87% | 04:53 | -01:29 | 02:33 | 04:38 | 06:40 | 32:26 | 04:07 | 03:02 |
 | Orchid Malevolence | 94 | 29.38% | 77.3 | 53.19% | +4.52% | +13.48% | -14.06% | -3.24% | 19:39 | 10:15 | 13:51 | 15:35 | 22:21 | 1:04:30 | 08:30 | 06:17 |
 | Magic Wand | 270 | 84.38% | 76.0 | 48.15% | -11.85% | +1.85% | +2.60% | 0.24% | 06:55 | 01:25 | 04:57 | 06:13 | 08:07 | 32:26 | 03:10 | 02:20 |
 | Aghanim's Shard | 219 | 68.44% | 74.7 | 48.86% | -3.62% | +16.59% | -16.13% | -6.44% | 24:04 | 20:00 | 20:51 | 23:20 | 25:56 | 44:06 | 05:05 | 03:45 |
 | Scythe of Vyse | 23 | 7.19% | 73.3 | 65.22% | +16.40% | +1.45% | -15.22% | -1.89% | 38:51 | 30:14 | 33:34 | 38:26 | 42:22 | 51:51 | 08:48 | 06:31 |
 | Linken's Sphere | 56 | 17.50% | 72.0 | 55.36% | +6.50% | -12.50% | -5.36% | 0.81% | 30:47 | 17:32 | 25:31 | 30:51 | 34:19 | 48:09 | 08:48 | 06:31 |
 | Javelin | 7 | 2.19% | 70.7 | 85.71% | +36.51% | +14.29% | +14.29% | 0.00% | 38:59 | 29:40 | 32:57 | 40:52 | 41:52 | 46:26 | 08:55 | 06:36 |
 | Mjollnir | 4 | 1.25% | 69.3 | 100.00% | +50.63% | 0.00% | 0.00% | 0.00% | 41:25 | 32:57 | 32:57 | 42:51 | 43:13 | 46:38 | 10:16 | 07:36 |
 | Maelstrom | 4 | 1.25% | 68.0 | 100.00% | +50.63% | 0.00% | 0.00% | 0.00% | 39:02 | 29:40 | 29:40 | 39:08 | 40:52 | 46:26 | 11:12 | 08:17 |
 | Eye of Skadi | 4 | 1.25% | 66.7 | 100.00% | +50.63% | 0.00% | 0.00% | 0.00% | 39:09 | 29:13 | 29:13 | 40:54 | 42:27 | 44:01 | 13:14 | 09:48 |
 | Wind Lace | 37 | 11.56% | 65.3 | 51.35% | +1.53% | -18.02% | +4.21% | 2.62% | 19:23 | 08:26 | 12:58 | 15:27 | 21:27 | 48:37 | 08:29 | 06:17 |
 | Eul's Scepter of Divinity | 35 | 10.94% | 64.0 | 51.43% | +1.61% | -18.10% | +4.13% | 2.91% | 20:57 | 13:24 | 14:50 | 16:44 | 22:29 | 42:22 | 07:39 | 05:40 |
 | Bloodthorn | 26 | 8.13% | 62.7 | 53.85% | +4.19% | +17.58% | -20.52% | -3.05% | 39:03 | 27:48 | 30:59 | 37:28 | 43:28 | 1:04:44 | 12:29 | 09:14 |
 | Refresher Orb | 24 | 7.50% | 61.3 | 54.17% | +4.51% | -4.17% | -20.84% | -1.39% | 42:45 | 31:13 | 36:38 | 39:53 | 48:40 | 55:01 | 12:02 | 08:54 |
 | Ghost Scepter | 26 | 8.13% | 60.0 | 50.00% | 0.00% | +7.14% | -50.00% | -6.62% | 31:25 | 21:26 | 26:55 | 28:17 | 35:33 | 48:10 | 08:38 | 06:23 |
 | Ethereal Blade | 16 | 5.00% | 58.7 | 56.25% | +6.58% | -6.25% | -6.25% | 0.00% | 33:02 | 26:52 | 28:38 | 30:47 | 35:14 | 49:14 | 06:36 | 04:53 |
 | Aeon Disk | 15 | 4.69% | 57.3 | 53.33% | +3.49% | +21.67% | -3.33% | -2.77% | 43:17 | 23:22 | 38:13 | 45:15 | 47:14 | 57:48 | 09:01 | 06:40 |
 | Quelling Blade | 8 | 2.50% | 56.0 | 62.50% | +12.82% | -12.50% | -12.50% | 0.00% | 00:18 | -01:29 | -01:29 | -01:29 | -01:29 | 12:36 | 00:00 | 00:00 |
 | Urn of Shadows | 14 | 4.38% | 54.7 | 50.00% | 0.00% | 0.00% | -16.67% | -4.43% | 07:47 | 03:51 | 05:00 | 08:08 | 08:46 | 14:34 | 03:46 | 02:47 |
 | Aether Lens | 6 | 1.88% | 53.3 | 66.67% | +16.99% | -16.67% | +33.33% | 7.73% | 34:31 | 30:14 | 30:56 | 32:09 | 37:24 | 40:56 | 06:28 | 04:47 |
 | Chainmail | 4 | 1.25% | 52.0 | 75.00% | +25.32% | +25.00% | +25.00% | 0.00% | 23:27 | 16:44 | 16:44 | 21:00 | 22:06 | 33:57 | 05:22 | 03:58 |
 | Fluffy Hat | 7 | 2.19% | 50.7 | 57.14% | +7.30% | -7.14% | +42.86% | 23.81% | 07:46 | 04:08 | 04:25 | 05:55 | 06:31 | 18:51 | 02:06 | 01:33 |
 | Headdress | 2 | 0.63% | 49.3 | 100.00% | +50.31% | 0.00% | 0.00% | 0.00% | 26:38 | 16:43 | 16:43 | 36:32 | 36:32 | 36:32 | 19:49 | 14:40 |
 | Overwhelming Blink | 2 | 0.63% | 48.0 | 100.00% | +50.31% | 0.00% | 0.00% | 0.00% | 44:31 | 34:07 | 34:07 | 54:55 | 54:55 | 54:55 | 20:48 | 15:24 |
 | Spirit Vessel | 8 | 2.50% | 46.7 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:41 | 08:48 | 10:57 | 13:03 | 15:54 | 21:42 | 04:57 | 03:40 |
 | Octarine Core | 5 | 1.56% | 45.3 | 60.00% | +10.16% | -60.00% | +40.00% | 0.00% | 36:00 | 32:09 | 32:09 | 35:18 | 38:28 | 40:56 | 06:19 | 04:40 |
 | Falcon Blade | 5 | 1.56% | 44.0 | 60.00% | +10.16% | +40.00% | +40.00% | 0.00% | 07:33 | 05:12 | 05:12 | 06:52 | 09:17 | 09:47 | 04:05 | 03:01 |
 | Lotus Orb | 3 | 0.94% | 42.7 | 66.67% | +16.83% | -66.67% | 0.00% | 0.00% | 29:55 | 23:34 | 23:34 | 29:35 | 36:36 | 36:36 | 13:02 | 09:39 |
 | Blink Dagger | 3 | 0.94% | 41.3 | 66.67% | +16.83% | +33.33% | 0.00% | 0.00% | 40:13 | 30:54 | 30:54 | 43:26 | 46:20 | 46:20 | 15:26 | 11:25 |
 | Monkey King Bar | 3 | 0.94% | 40.0 | 66.67% | +16.83% | +33.33% | 0.00% | 0.00% | 41:27 | 39:49 | 39:49 | 42:04 | 42:27 | 42:27 | 02:38 | 01:57 |
 | Crown | 8 | 2.50% | 38.7 | 37.50% | -12.82% | +12.50% | -37.50% | -1.88% | 31:57 | 06:07 | 11:13 | 34:49 | 37:48 | 54:35 | 26:35 | 19:41 |
 | Solar Crest | 1 | 0.31% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 0.31% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.31% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.31% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.31% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:02 | 09:02 | 09:02 | 09:02 | 09:02 | 09:02 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.31% | 30.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:13 | 23:13 | 23:13 | 23:13 | 23:13 | 23:13 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.31% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.31% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 00:00 | 00:00 |
 | Aghanim's Scepter | 8 | 2.50% | 26.7 | 25.00% | -25.64% | -25.00% | +25.00% | 4.32% | 35:22 | 23:05 | 24:48 | 33:00 | 36:22 | 55:28 | 11:34 | 08:34 |
 | Aghanim's Blessing | 2 | 0.63% | 25.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 55:12 | 54:55 | 54:55 | 55:28 | 55:28 | 55:28 | 00:33 | 00:24 |
 | Witch Blade | 2 | 0.63% | 24.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 22:45 | 22:01 | 22:01 | 23:28 | 23:28 | 23:28 | 01:27 | 01:04 |
 | Blight Stone | 2 | 0.63% | 22.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 49:58 | 33:57 | 33:57 | 1:05:58 | 1:05:58 | 1:05:58 | 32:01 | 23:42 |
 | Helm of Iron Will | 2 | 0.63% | 21.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 20:51 | 04:16 | 04:16 | 37:25 | 37:25 | 37:25 | 33:09 | 24:33 |
 | Ring of Basilius | 2 | 0.63% | 20.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 10:40 | 10:06 | 10:06 | 11:13 | 11:13 | 11:13 | 01:07 | 00:49 |
 | Hood of Defiance | 2 | 0.63% | 18.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 28:10 | 19:39 | 19:39 | 36:41 | 36:41 | 36:41 | 17:02 | 12:37 |
 | Dagon (level 2) | 3 | 0.94% | 17.3 | 33.33% | -16.83% | -33.33% | 0.00% | 0.00% | 41:56 | 34:49 | 34:49 | 36:24 | 54:36 | 54:36 | 19:47 | 14:39 |
 | Arcane Boots | 3 | 0.94% | 16.0 | 33.33% | -16.83% | +66.67% | 0.00% | 0.00% | 24:49 | 14:39 | 14:39 | 19:39 | 40:08 | 40:08 | 25:29 | 18:52 |
 | Wind Waker | 4 | 1.25% | 14.7 | 25.00% | -25.32% | -25.00% | -25.00% | 0.00% | 45:14 | 37:36 | 37:36 | 39:34 | 45:46 | 57:58 | 08:10 | 06:02 |
 | Dagon | 5 | 1.56% | 13.3 | 20.00% | -30.48% | -20.00% | -20.00% | 0.00% | 40:51 | 34:49 | 34:49 | 37:48 | 41:52 | 54:35 | 07:03 | 05:13 |
 | Nullifier | 1 | 0.31% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 00:00 | 00:00 |
 | Desolator | 1 | 0.31% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:58 | 1:05:58 | 1:05:58 | 1:05:58 | 1:05:58 | 1:05:58 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.31% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.31% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:27 | 47:27 | 47:27 | 47:27 | 47:27 | 47:27 | 00:00 | 00:00 |
 | Dagon (level 4) | 2 | 0.63% | 6.7 | 0.00% | -50.31% | 0.00% | 0.00% | 0.00% | 46:23 | 35:49 | 35:49 | 56:56 | 56:56 | 56:56 | 21:07 | 15:38 |
 | Dagon (level 3) | 2 | 0.63% | 5.3 | 0.00% | -50.31% | 0.00% | 0.00% | 0.00% | 45:15 | 35:49 | 35:49 | 54:41 | 54:41 | 54:41 | 18:52 | 13:58 |
 | Veil of Discord | 1 | 0.31% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:13 | 11:13 | 11:13 | 11:13 | 11:13 | 11:13 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.31% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 0.31% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 00:00 | 00:00 |