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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 | |
 | Void Stone | 87 | 14.31% | 100.0 | 73.56% | +23.46% | +3.71% | -5.38% | -0.71% | 36:46 | 11:44 | 30:12 | 36:28 | 43:02 | 58:10 | 12:50 | 09:30 |
 | Ring of Health | 79 | 12.99% | 98.5 | 73.42% | +22.95% | -3.42% | +1.58% | 0.38% | 36:58 | 12:06 | 30:01 | 36:28 | 43:18 | 1:04:38 | 13:17 | 09:50 |
 | Lotus Orb | 31 | 5.10% | 96.9 | 80.65% | +28.66% | -5.65% | +6.85% | 1.94% | 34:33 | 25:14 | 29:12 | 34:07 | 35:38 | 50:45 | 06:26 | 04:45 |
 | Arcane Boots | 364 | 59.87% | 95.4 | 62.64% | +22.89% | +1.10% | +7.69% | 1.33% | 15:06 | 05:19 | 10:55 | 12:45 | 15:52 | 58:19 | 04:57 | 03:40 |
 | Blink Dagger | 414 | 68.09% | 93.8 | 61.11% | +24.00% | -3.42% | +1.03% | 0.48% | 26:10 | 13:24 | 20:58 | 25:07 | 30:16 | 50:35 | 09:18 | 06:53 |
 | Refresher Orb | 46 | 7.57% | 92.3 | 71.74% | +19.78% | +3.26% | +0.99% | -0.23% | 48:13 | 31:06 | 41:57 | 47:17 | 51:37 | 1:19:22 | 09:40 | 07:09 |
 | Buckler | 42 | 6.91% | 90.8 | 71.43% | +19.31% | +1.30% | -21.43% | -1.34% | 30:41 | 11:50 | 21:25 | 30:48 | 38:25 | 57:52 | 17:00 | 12:35 |
 | Aghanim's Shard | 406 | 66.78% | 89.2 | 58.13% | +14.07% | +1.67% | +5.24% | 0.30% | 23:12 | 15:00 | 16:13 | 19:41 | 27:56 | 1:03:52 | 11:43 | 08:40 |
 | Vladmir's Offering | 14 | 2.30% | 87.7 | 85.71% | +33.02% | +14.29% | -19.04% | -2.93% | 35:50 | 16:48 | 28:04 | 37:36 | 39:27 | 57:52 | 11:23 | 08:25 |
 | Force Staff | 217 | 35.69% | 86.2 | 58.06% | +7.16% | -0.65% | -6.21% | -0.43% | 31:08 | 15:12 | 23:50 | 30:03 | 36:40 | 1:01:19 | 12:50 | 09:30 |
 | Ring of Protection | 127 | 20.89% | 84.6 | 59.84% | +8.07% | -6.71% | +12.04% | 13.24% | 06:19 | -01:30 | -01:29 | -01:29 | 02:54 | 57:52 | 04:23 | 03:14 |
 | Magic Wand | 393 | 64.64% | 83.1 | 54.96% | +4.26% | -1.90% | +5.24% | 1.28% | 11:32 | 00:27 | 07:50 | 10:33 | 13:26 | 43:10 | 05:36 | 04:08 |
 | Magic Stick | 553 | 90.95% | 81.5 | 53.89% | +4.80% | -3.17% | -2.44% | 0.15% | 03:25 | -01:30 | -01:29 | 02:34 | 06:26 | 32:54 | 07:55 | 05:51 |
 | Chainmail | 79 | 12.99% | 80.0 | 62.03% | +9.86% | +7.97% | +2.97% | -0.46% | 22:12 | 06:23 | 15:31 | 20:39 | 26:24 | 50:59 | 10:53 | 08:03 |
 | Boots of Speed | 608 | 100.00% | 78.5 | 53.45% | +53.45% | +3.13% | -2.79% | -1.66% | 05:21 | -01:29 | 04:08 | 06:01 | 07:42 | 21:39 | 03:34 | 02:38 |
 | Morbid Mask | 13 | 2.14% | 76.9 | 84.62% | +31.85% | +15.38% | -17.95% | 0.00% | 34:49 | 16:08 | 26:20 | 37:19 | 38:30 | 57:52 | 12:10 | 09:00 |
 | Ring of Basilius | 25 | 4.11% | 75.4 | 72.00% | +19.34% | -22.00% | +11.33% | 1.43% | 25:45 | 08:33 | 14:05 | 21:49 | 37:19 | 57:52 | 23:14 | 17:12 |
 | Fluffy Hat | 263 | 43.26% | 73.8 | 53.99% | +0.95% | -7.02% | +3.59% | 0.65% | 24:41 | 04:25 | 15:12 | 23:18 | 31:33 | 58:38 | 16:21 | 12:06 |
 | Solar Crest | 38 | 6.25% | 72.3 | 65.79% | +13.16% | +24.21% | -10.23% | -5.17% | 27:17 | 14:59 | 22:19 | 26:27 | 28:59 | 47:06 | 06:40 | 04:56 |
 | Wind Lace | 332 | 54.61% | 70.8 | 51.51% | -4.29% | +0.30% | +2.71% | 0.23% | 07:36 | -01:30 | -01:29 | 05:38 | 11:57 | 45:08 | 13:26 | 09:57 |
 | Guardian Greaves | 17 | 2.80% | 69.2 | 76.47% | +23.68% | -26.47% | -1.47% | 2.73% | 34:02 | 21:31 | 27:34 | 33:20 | 36:44 | 54:15 | 09:10 | 06:47 |
 | Headdress | 50 | 8.22% | 67.7 | 62.00% | +9.31% | -8.15% | +29.67% | 4.43% | 19:15 | -01:29 | 14:33 | 17:02 | 23:05 | 50:59 | 08:32 | 06:19 |
 | Drum of Endurance | 26 | 4.28% | 66.2 | 69.23% | +16.48% | +2.20% | +14.10% | 0.73% | 27:19 | 09:36 | 19:21 | 23:31 | 35:36 | 55:32 | 16:15 | 12:02 |
 | Orb of Venom | 43 | 7.07% | 64.6 | 62.79% | +10.05% | +28.12% | -17.34% | 0.00% | -00:45 | -01:30 | -01:29 | -01:29 | -01:29 | 24:19 | 00:00 | 00:00 |
 | Blight Stone | 47 | 7.73% | 63.1 | 61.70% | +8.94% | +21.63% | +4.97% | -1.57% | 22:53 | 07:46 | 16:45 | 21:42 | 27:23 | 45:57 | 10:38 | 07:52 |
 | Medallion of Courage | 47 | 7.73% | 61.5 | 61.70% | +8.94% | +21.63% | +4.97% | -1.62% | 23:02 | 07:48 | 17:06 | 21:45 | 27:23 | 45:57 | 10:17 | 07:37 |
 | Mekansm | 30 | 4.93% | 60.0 | 66.67% | +13.90% | +8.33% | +19.04% | 1.56% | 23:44 | 14:02 | 18:24 | 21:49 | 25:17 | 50:59 | 06:53 | 05:05 |
 | Crown | 43 | 7.07% | 58.5 | 60.47% | +7.55% | +3.17% | -15.02% | -2.13% | 24:33 | 08:44 | 18:50 | 23:56 | 27:22 | 45:58 | 08:32 | 06:19 |
 | Aeon Disk | 22 | 3.62% | 56.9 | 68.18% | +15.28% | +15.15% | -48.18% | -4.45% | 46:49 | 35:27 | 39:04 | 44:43 | 53:18 | 1:03:23 | 14:14 | 10:32 |
 | Quelling Blade | 30 | 4.93% | 55.4 | 63.33% | +10.39% | +11.67% | -6.19% | -1.44% | 16:51 | 00:23 | 09:11 | 15:27 | 21:33 | 44:07 | 12:22 | 09:09 |
 | Aghanim's Scepter | 10 | 1.64% | 53.8 | 80.00% | +26.99% | -13.33% | -30.00% | 0.00% | 44:46 | 33:22 | 37:26 | 41:40 | 49:10 | 1:06:17 | 11:44 | 08:41 |
 | Wraith Pact | 7 | 1.15% | 52.3 | 85.71% | +32.63% | +14.29% | -35.71% | 0.00% | 38:16 | 22:19 | 32:48 | 40:44 | 42:04 | 47:04 | 09:16 | 06:51 |
 | Tranquil Boots | 121 | 19.90% | 50.8 | 43.80% | -12.05% | +2.87% | +2.87% | 0.00% | 17:52 | 05:53 | 10:20 | 13:46 | 23:05 | 55:02 | 12:45 | 09:26 |
 | Soul Ring | 4 | 0.66% | 49.2 | 100.00% | +46.85% | 0.00% | 0.00% | 0.00% | 08:36 | 05:26 | 05:26 | 06:06 | 11:00 | 11:51 | 05:34 | 04:07 |
 | Boots of Bearing | 12 | 1.97% | 47.7 | 66.67% | +13.48% | +33.33% | -33.34% | 0.00% | 40:15 | 25:51 | 29:27 | 36:34 | 48:10 | 59:54 | 18:43 | 13:51 |
 | Ghost Scepter | 17 | 2.80% | 46.2 | 52.94% | -0.53% | -2.94% | -27.94% | -2.14% | 40:43 | 27:26 | 33:29 | 39:31 | 45:09 | 56:21 | 11:40 | 08:38 |
 | Boots of Travel | 7 | 1.15% | 44.6 | 71.43% | +18.19% | -21.43% | -21.43% | 0.00% | 48:47 | 29:50 | 32:05 | 47:56 | 57:55 | 1:10:02 | 25:50 | 19:08 |
 | Cornucopia | 10 | 1.64% | 43.1 | 60.00% | +6.66% | +6.67% | -10.00% | 0.00% | 47:00 | 33:59 | 43:06 | 45:59 | 51:36 | 57:48 | 08:30 | 06:17 |
 | Holy Locket | 13 | 2.14% | 41.5 | 53.85% | +0.40% | +12.82% | +12.82% | 0.00% | 20:50 | 15:15 | 17:26 | 19:16 | 21:25 | 30:31 | 03:59 | 02:57 |
 | Linken's Sphere | 4 | 0.66% | 40.0 | 75.00% | +21.69% | +25.00% | +25.00% | 0.00% | 49:53 | 37:52 | 37:52 | 51:11 | 52:12 | 58:15 | 14:20 | 10:37 |
 | Hand of Midas | 10 | 1.64% | 38.5 | 50.00% | -3.51% | +50.00% | 0.00% | 0.00% | 36:07 | 18:48 | 25:50 | 34:56 | 37:23 | 1:07:30 | 11:33 | 08:33 |
 | Eul's Scepter of Divinity | 7 | 1.15% | 36.9 | 57.14% | +3.73% | -7.14% | -57.14% | 0.00% | 38:35 | 26:20 | 34:21 | 38:12 | 39:57 | 50:18 | 05:36 | 04:08 |
 | Black King Bar | 2 | 0.33% | 35.4 | 100.00% | +46.70% | 0.00% | 0.00% | 0.00% | 51:30 | 39:05 | 39:05 | 1:03:55 | 1:03:55 | 1:03:55 | 24:50 | 18:23 |
 | Octarine Core | 2 | 0.33% | 33.8 | 100.00% | +46.70% | 0.00% | 0.00% | 0.00% | 49:32 | 40:38 | 40:38 | 58:25 | 58:25 | 58:25 | 17:47 | 13:10 |
 | Glimmer Cape | 11 | 1.81% | 32.3 | 45.45% | -8.15% | +21.22% | -12.12% | 0.00% | 33:38 | 18:47 | 23:39 | 37:48 | 39:46 | 45:41 | 16:07 | 11:56 |
 | Wraith Band | 8 | 1.32% | 30.8 | 50.00% | -3.50% | 0.00% | 0.00% | 0.00% | 14:05 | -01:29 | -01:29 | -01:29 | 26:53 | 54:13 | 28:22 | 21:00 |
 | Sange | 6 | 0.99% | 29.2 | 50.00% | -3.49% | +50.00% | -50.00% | 0.00% | 38:26 | 31:49 | 36:53 | 37:25 | 40:25 | 45:05 | 03:32 | 02:37 |
 | Pipe of Insight | 6 | 0.99% | 27.7 | 50.00% | -3.49% | 0.00% | +50.00% | 0.00% | 36:45 | 24:33 | 30:52 | 38:52 | 41:46 | 45:11 | 10:54 | 08:04 |
 | Meteor Hammer | 3 | 0.49% | 26.2 | 66.67% | +13.28% | -66.67% | 0.00% | 0.00% | 27:11 | 16:25 | 16:25 | 18:27 | 46:41 | 46:41 | 30:16 | 22:25 |
 | Veil of Discord | 4 | 0.66% | 24.6 | 50.00% | -3.48% | -50.00% | +50.00% | 0.00% | 24:25 | 14:14 | 14:14 | 20:39 | 23:21 | 39:27 | 09:07 | 06:45 |
 | Aghanim's Blessing | 1 | 0.16% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.16% | 21.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 00:00 | 00:00 |
 | Diadem | 1 | 0.16% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:55 | 19:55 | 19:55 | 19:55 | 19:55 | 19:55 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.16% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:59 | 60:59 | 60:59 | 60:59 | 60:59 | 60:59 | 00:00 | 00:00 |
 | Heaven's Halberd | 5 | 0.82% | 16.9 | 40.00% | -13.57% | +60.00% | -40.00% | 0.00% | 41:03 | 37:08 | 37:08 | 40:05 | 43:17 | 45:19 | 06:09 | 04:33 |
 | Hood of Defiance | 5 | 0.82% | 15.4 | 40.00% | -13.57% | -40.00% | +60.00% | 0.00% | 35:01 | 26:39 | 26:39 | 35:33 | 40:14 | 42:10 | 13:35 | 10:03 |
 | Urn of Shadows | 2 | 0.33% | 13.8 | 50.00% | -3.47% | -50.00% | 0.00% | 0.00% | 12:53 | 12:52 | 12:52 | 12:54 | 12:54 | 12:54 | 00:02 | 00:01 |
 | Aether Lens | 2 | 0.33% | 12.3 | 50.00% | -3.47% | -50.00% | 0.00% | 0.00% | 57:32 | 57:06 | 57:06 | 57:57 | 57:57 | 57:57 | 00:51 | 00:37 |
 | Pavise | 2 | 0.33% | 10.8 | 50.00% | -3.47% | -50.00% | 0.00% | 0.00% | 19:38 | 15:09 | 15:09 | 24:07 | 24:07 | 24:07 | 08:58 | 06:38 |
 | Nullifier | 1 | 0.16% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:29 | 1:15:29 | 1:15:29 | 1:15:29 | 1:15:29 | 1:15:29 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.16% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.16% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 00:00 | 00:00 |
 | Bracer | 2 | 0.33% | 4.6 | 0.00% | -53.63% | 0.00% | 0.00% | 0.00% | 24:37 | 10:45 | 10:45 | 38:28 | 38:28 | 38:28 | 27:43 | 20:31 |
 | Boots of Travel 2 | 1 | 0.16% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.16% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:12 | 1:14:12 | 1:14:12 | 1:14:12 | 1:14:12 | 1:14:12 | 00:00 | 00:00 |