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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 | 108 | 38.57% | 100.0 | 62.04% | +17.27% | +0.92% | -2.78% | -0.24% | 30:18 | 07:47 | 22:13 | 29:44 | 37:24 | 1:05:51 | 15:11 | 11:14 |
 | Aghanim's Scepter | 87 | 31.07% | 98.5 | 63.22% | +17.11% | +14.05% | -17.77% | -3.14% | 32:29 | 17:54 | 26:30 | 31:58 | 36:38 | 1:03:19 | 10:08 | 07:30 |
 | Soul Ring | 111 | 39.64% | 96.9 | 58.56% | +11.81% | +2.15% | -1.42% | -0.86% | 12:15 | 05:43 | 08:51 | 10:40 | 12:59 | 32:31 | 04:08 | 03:03 |
 | Blink Dagger | 190 | 67.86% | 95.4 | 55.79% | +13.57% | +2.54% | -8.98% | -1.26% | 27:58 | 16:15 | 23:19 | 27:04 | 32:27 | 51:19 | 09:08 | 06:45 |
 | Guardian Greaves | 208 | 74.29% | 93.8 | 54.33% | +11.27% | +14.90% | -6.25% | -3.11% | 19:18 | 11:14 | 15:31 | 18:00 | 22:19 | 35:52 | 06:48 | 05:02 |
 | Pipe of Insight | 153 | 54.64% | 92.3 | 55.56% | +9.10% | +4.97% | -10.82% | -2.45% | 18:52 | 11:20 | 14:58 | 18:23 | 21:24 | 44:39 | 06:26 | 04:45 |
 | Black King Bar | 33 | 11.79% | 90.8 | 66.67% | +17.28% | -16.67% | -4.17% | 0.80% | 36:43 | 22:39 | 28:21 | 35:18 | 43:54 | 56:45 | 15:33 | 11:31 |
 | Buckler | 211 | 75.36% | 89.2 | 54.03% | +10.55% | +19.55% | -6.86% | -3.73% | 17:16 | 09:48 | 13:15 | 15:37 | 20:20 | 35:52 | 07:05 | 05:14 |
 | Ring of Protection | 248 | 88.57% | 87.7 | 52.82% | +12.19% | +0.41% | -10.88% | -1.75% | 13:32 | -01:29 | 09:48 | 12:46 | 16:15 | 35:52 | 06:27 | 04:46 |
 | Headdress | 270 | 96.43% | 86.2 | 52.22% | +22.22% | +13.96% | -10.43% | -6.02% | 11:35 | 01:37 | 09:34 | 11:27 | 13:37 | 29:38 | 04:03 | 03:00 |
 | Lotus Orb | 43 | 15.36% | 84.6 | 62.79% | +13.42% | -8.24% | +0.85% | 1.03% | 28:06 | 15:09 | 22:41 | 26:11 | 31:28 | 58:04 | 08:47 | 06:30 |
 | Arcane Boots | 280 | 100.00% | 83.1 | 51.43% | +51.43% | +7.14% | -22.86% | -7.76% | 07:58 | 03:21 | 05:49 | 07:50 | 09:41 | 15:34 | 03:52 | 02:51 |
 | Boots of Speed | 280 | 100.00% | 81.5 | 51.43% | +51.43% | +8.57% | -18.57% | -6.24% | 05:32 | 00:58 | 03:18 | 05:22 | 07:39 | 14:34 | 04:21 | 03:13 |
 | Magic Wand | 253 | 90.36% | 80.0 | 51.78% | +3.63% | +6.95% | -10.51% | -1.94% | 05:25 | -01:29 | -01:29 | 06:12 | 10:30 | 22:53 | 11:59 | 08:52 |
 | Mekansm | 230 | 82.14% | 78.5 | 51.74% | +1.74% | +10.33% | -9.63% | -4.93% | 14:10 | 08:31 | 11:34 | 13:04 | 15:37 | 33:59 | 04:03 | 03:00 |
 | Ring of Health | 251 | 89.64% | 76.9 | 51.39% | -0.33% | +4.17% | +2.58% | -0.31% | 07:03 | 01:28 | 03:02 | 03:48 | 08:07 | 49:28 | 05:05 | 03:45 |
 | Chainmail | 231 | 82.50% | 75.4 | 51.52% | +0.50% | +15.72% | -11.86% | -6.78% | 12:33 | 06:33 | 10:01 | 11:56 | 14:05 | 33:59 | 04:04 | 03:00 |
 | Scythe of Vyse | 44 | 15.71% | 73.8 | 61.36% | +11.78% | +11.37% | -25.00% | -3.65% | 40:47 | 25:19 | 34:54 | 40:15 | 44:52 | 1:05:51 | 09:58 | 07:22 |
 | Magic Stick | 170 | 60.71% | 72.3 | 49.41% | -5.14% | +8.73% | -13.70% | -2.75% | 04:23 | -01:30 | -01:29 | 02:23 | 09:39 | 21:37 | 11:08 | 08:14 |
 | Vanguard | 186 | 66.43% | 70.8 | 48.92% | -7.46% | +12.78% | -3.27% | -5.21% | 08:08 | 03:57 | 06:05 | 06:58 | 09:10 | 27:52 | 03:05 | 02:17 |
 | Aghanim's Blessing | 5 | 1.79% | 69.2 | 100.00% | +49.45% | 0.00% | 0.00% | 0.00% | 56:43 | 52:18 | 52:18 | 56:19 | 57:42 | 1:02:53 | 05:24 | 04:00 |
 | Heaven's Halberd | 16 | 5.71% | 67.7 | 68.75% | +18.37% | +6.25% | +6.25% | 0.00% | 33:35 | 19:26 | 26:22 | 31:11 | 35:53 | 57:55 | 09:31 | 07:02 |
 | Crimson Guard | 97 | 34.64% | 66.2 | 47.42% | -6.13% | +6.75% | -18.25% | -3.62% | 20:38 | 10:10 | 16:38 | 19:15 | 23:32 | 47:46 | 06:54 | 05:06 |
 | Octarine Core | 17 | 6.07% | 64.6 | 64.71% | +14.14% | -14.71% | +10.29% | 0.00% | 32:36 | 12:51 | 28:02 | 33:30 | 36:47 | 41:13 | 08:45 | 06:28 |
 | Quelling Blade | 89 | 31.79% | 63.1 | 47.19% | -6.21% | -6.28% | -6.28% | 0.00% | -01:07 | -01:29 | -01:29 | -01:29 | -01:29 | 13:09 | 00:00 | 00:00 |
 | Helm of Iron Will | 97 | 34.64% | 61.5 | 46.39% | -7.71% | +7.78% | -17.22% | -3.43% | 18:37 | 09:07 | 14:05 | 17:25 | 21:22 | 53:27 | 07:17 | 05:23 |
 | Hood of Defiance | 33 | 11.79% | 60.0 | 54.55% | +3.54% | -4.55% | -4.55% | 0.00% | 16:42 | 09:10 | 12:08 | 16:44 | 18:52 | 42:05 | 06:44 | 04:59 |
 | Sange | 19 | 6.79% | 58.5 | 57.89% | +6.93% | +2.11% | +2.11% | 0.00% | 31:15 | 16:48 | 23:58 | 28:54 | 34:59 | 55:51 | 11:01 | 08:09 |
 | Linken's Sphere | 17 | 6.07% | 56.9 | 58.82% | +7.87% | +16.18% | -33.82% | 0.00% | 38:41 | 17:25 | 29:40 | 38:51 | 45:50 | 50:01 | 16:10 | 11:58 |
 | Fluffy Hat | 22 | 7.86% | 55.4 | 54.55% | +3.39% | +12.12% | +25.45% | 1.64% | 23:22 | 11:58 | 18:04 | 23:29 | 26:13 | 45:50 | 08:09 | 06:02 |
 | Null Talisman | 38 | 13.57% | 53.8 | 47.37% | -4.70% | -7.37% | -2.93% | 0.74% | 06:46 | -01:29 | 02:10 | 03:01 | 08:11 | 42:13 | 06:01 | 04:27 |
 | Aghanim's Shard | 40 | 14.29% | 52.3 | 45.00% | -7.50% | -5.00% | -15.00% | -1.11% | 29:04 | 15:00 | 22:04 | 27:22 | 31:03 | 1:10:12 | 08:59 | 06:39 |
 | Ring of Basilius | 20 | 7.14% | 50.8 | 50.00% | -1.54% | -10.00% | +10.00% | 2.48% | 10:43 | 01:20 | 02:13 | 06:57 | 10:16 | 39:59 | 08:03 | 05:57 |
 | Boots of Travel | 5 | 1.79% | 49.2 | 80.00% | +29.09% | +20.00% | +20.00% | 0.00% | 52:54 | 41:56 | 41:56 | 55:58 | 57:38 | 59:28 | 15:42 | 11:37 |
 | Force Staff | 17 | 6.07% | 47.7 | 47.06% | -4.65% | -22.06% | -22.06% | 0.00% | 27:55 | 19:10 | 21:15 | 26:28 | 30:25 | 45:50 | 09:10 | 06:47 |
 | Aeon Disk | 14 | 5.00% | 46.2 | 50.00% | -1.50% | -25.00% | +16.67% | 0.00% | 46:07 | 29:16 | 39:47 | 43:25 | 50:18 | 1:13:13 | 10:31 | 07:47 |
 | Shiva's Guard | 15 | 5.36% | 44.6 | 46.67% | -5.03% | +3.33% | -21.67% | 0.00% | 36:53 | 21:32 | 32:58 | 36:39 | 39:38 | 51:52 | 06:40 | 04:56 |
 | Wraith Pact | 4 | 1.43% | 43.1 | 75.00% | +23.91% | +25.00% | +25.00% | 0.00% | 32:22 | 26:38 | 26:38 | 30:22 | 30:51 | 41:37 | 04:13 | 03:07 |
 | Cornucopia | 24 | 8.57% | 41.5 | 37.50% | -15.23% | +29.17% | -20.83% | -3.39% | 41:38 | 17:12 | 33:33 | 43:41 | 48:18 | 1:04:25 | 14:45 | 10:55 |
 | Vladmir's Offering | 5 | 1.79% | 40.0 | 60.00% | +8.73% | +40.00% | +40.00% | 0.00% | 29:34 | 24:04 | 24:04 | 27:27 | 30:12 | 40:00 | 06:08 | 04:32 |
 | Morbid Mask | 5 | 1.79% | 38.5 | 60.00% | +8.73% | +40.00% | +40.00% | 0.00% | 29:20 | 24:04 | 24:04 | 27:09 | 29:35 | 39:59 | 05:31 | 04:05 |
 | Urn of Shadows | 3 | 1.07% | 36.9 | 66.67% | +15.41% | +33.33% | 0.00% | 0.00% | 18:13 | 13:38 | 13:38 | 18:45 | 22:16 | 22:16 | 08:38 | 06:23 |
 | Overwhelming Blink | 3 | 1.07% | 35.4 | 66.67% | +15.41% | +33.33% | 0.00% | 0.00% | 60:10 | 48:13 | 48:13 | 58:07 | 1:14:11 | 1:14:11 | 25:58 | 19:14 |
 | Refresher Orb | 13 | 4.64% | 33.8 | 30.77% | -21.66% | +69.23% | +2.56% | 0.00% | 51:57 | 38:46 | 42:54 | 49:54 | 60:10 | 1:04:31 | 17:16 | 12:47 |
 | Echo Sabre | 1 | 0.36% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:12 | 12:12 | 12:12 | 12:12 | 12:12 | 12:12 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.36% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:43 | 29:43 | 29:43 | 29:43 | 29:43 | 29:43 | 00:00 | 00:00 |
 | Pavise | 1 | 0.36% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 00:00 | 00:00 |
 | Solar Crest | 2 | 0.71% | 27.7 | 50.00% | -1.44% | +50.00% | 0.00% | 0.00% | 22:42 | 21:24 | 21:24 | 24:00 | 24:00 | 24:00 | 02:36 | 01:55 |
 | Blight Stone | 2 | 0.71% | 26.2 | 50.00% | -1.44% | +50.00% | 0.00% | 0.00% | 20:47 | 20:09 | 20:09 | 21:25 | 21:25 | 21:25 | 01:16 | 00:56 |
 | Medallion of Courage | 2 | 0.71% | 24.6 | 50.00% | -1.44% | +50.00% | 0.00% | 0.00% | 21:05 | 20:09 | 20:09 | 22:00 | 22:00 | 22:00 | 01:51 | 01:22 |
 | Spirit Vessel | 2 | 0.71% | 23.1 | 50.00% | -1.44% | +50.00% | 0.00% | 0.00% | 19:39 | 16:41 | 16:41 | 22:36 | 22:36 | 22:36 | 05:55 | 04:22 |
 | Bottle | 3 | 1.07% | 21.5 | 33.33% | -18.29% | -33.33% | 0.00% | 0.00% | 02:37 | 01:40 | 01:40 | 03:03 | 03:08 | 03:08 | 01:28 | 01:05 |
 | Ghost Scepter | 3 | 1.07% | 20.0 | 33.33% | -18.29% | -33.33% | 0.00% | 0.00% | 35:02 | 34:12 | 34:12 | 34:59 | 35:56 | 35:56 | 01:44 | 01:17 |
 | Bracer | 4 | 1.43% | 18.5 | 25.00% | -26.81% | -25.00% | -25.00% | 0.00% | 02:10 | 01:12 | 01:12 | 02:04 | 02:24 | 03:00 | 01:12 | 00:53 |
 | Boots of Travel 2 | 4 | 1.43% | 16.9 | 25.00% | -26.81% | +75.00% | -25.00% | 0.00% | 1:01:05 | 50:48 | 50:48 | 57:08 | 1:05:18 | 1:11:04 | 14:30 | 10:44 |
 | Crown | 4 | 1.43% | 15.4 | 25.00% | -26.81% | -25.00% | -25.00% | 0.00% | 15:12 | 08:36 | 08:36 | 09:26 | 20:09 | 22:37 | 11:33 | 08:33 |
 | Wind Lace | 7 | 2.50% | 13.8 | 14.29% | -38.09% | +35.71% | -14.29% | 0.00% | 26:47 | 06:47 | 20:09 | 28:14 | 31:17 | 39:41 | 11:08 | 08:14 |
 | Hand of Midas | 1 | 0.36% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:59 | 11:59 | 11:59 | 11:59 | 11:59 | 11:59 | 00:00 | 00:00 |
 | Wraith Band | 2 | 0.71% | 10.8 | 0.00% | -51.80% | 0.00% | 0.00% | 0.00% | 35:55 | 35:45 | 35:45 | 36:04 | 36:04 | 36:04 | 00:19 | 00:14 |
 | Aether Lens | 2 | 0.71% | 9.2 | 0.00% | -51.80% | 0.00% | 0.00% | 0.00% | 28:28 | 22:05 | 22:05 | 34:50 | 34:50 | 34:50 | 12:45 | 09:26 |
 | Wind Waker | 1 | 0.36% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.36% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:26 | 09:26 | 09:26 | 09:26 | 09:26 | 09:26 | 00:00 | 00:00 |
 | Diadem | 1 | 0.36% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:27 | 53:27 | 53:27 | 53:27 | 53:27 | 53:27 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 3 | 1.07% | 3.1 | 0.00% | -51.99% | 0.00% | 0.00% | 0.00% | 36:57 | 31:23 | 31:23 | 39:31 | 39:57 | 39:57 | 08:34 | 06:20 |
 | Helm of the Dominator | 1 | 0.36% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:27 | 53:27 | 53:27 | 53:27 | 53:27 | 53:27 | 00:00 | 00:00 |