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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 | |
 | Ring of Basilius | 44 | 19.82% | 100.0 | 77.27% | +23.34% | +13.64% | +13.64% | 0.00% | 21:55 | -01:29 | 07:55 | 17:18 | 32:27 | 1:04:52 | 24:32 | 18:10 |
 | Drum of Endurance | 47 | 21.17% | 98.1 | 74.47% | +20.18% | -7.80% | +0.53% | 0.97% | 26:15 | 12:52 | 20:34 | 25:28 | 29:07 | 44:42 | 08:33 | 06:20 |
 | Boots of Bearing | 15 | 6.76% | 96.3 | 86.67% | +30.15% | -11.67% | +13.33% | 2.39% | 39:13 | 24:57 | 32:02 | 41:55 | 42:29 | 55:16 | 10:27 | 07:44 |
 | Morbid Mask | 24 | 10.81% | 94.4 | 79.17% | +23.11% | +4.16% | +4.16% | 0.00% | 35:21 | 08:45 | 28:11 | 32:27 | 40:05 | 1:04:52 | 11:54 | 08:48 |
 | Vladmir's Offering | 24 | 10.81% | 92.6 | 79.17% | +23.11% | +4.16% | +4.16% | 0.00% | 36:20 | 11:45 | 28:35 | 33:04 | 40:05 | 1:04:52 | 11:30 | 08:31 |
 | Arcane Boots | 49 | 22.07% | 90.7 | 69.39% | +13.90% | -11.06% | +13.94% | 4.70% | 16:17 | 08:45 | 13:20 | 15:17 | 18:39 | 41:34 | 05:19 | 03:56 |
 | Holy Locket | 73 | 32.88% | 88.9 | 65.75% | +10.72% | -15.75% | +6.47% | 4.53% | 24:09 | 12:57 | 20:42 | 22:21 | 25:36 | 43:17 | 04:54 | 03:37 |
 | Ring of Protection | 43 | 19.37% | 87.0 | 69.77% | +13.90% | +2.96% | +12.05% | 0.33% | 18:56 | -01:29 | -01:29 | 19:09 | 28:44 | 1:04:51 | 30:13 | 22:22 |
 | Boots of Speed | 222 | 100.00% | 85.2 | 58.56% | +58.56% | +3.94% | -2.20% | -1.67% | 08:38 | -01:29 | 06:44 | 08:46 | 10:25 | 17:21 | 03:41 | 02:43 |
 | Headdress | 82 | 36.94% | 83.3 | 63.41% | +7.70% | -1.51% | +6.59% | 1.00% | 19:38 | -01:29 | 15:37 | 18:18 | 23:41 | 42:38 | 08:04 | 05:58 |
 | Magic Stick | 219 | 98.65% | 81.5 | 58.45% | -8.22% | -5.72% | +7.00% | 2.29% | 03:18 | -01:29 | -01:29 | 01:45 | 07:03 | 33:50 | 08:32 | 06:19 |
 | Buckler | 31 | 13.96% | 79.6 | 70.97% | +14.43% | +4.03% | +16.53% | 0.70% | 29:05 | 09:30 | 19:17 | 24:34 | 37:12 | 1:04:51 | 17:55 | 13:16 |
 | Wind Lace | 191 | 86.04% | 77.8 | 58.12% | -3.17% | -6.04% | +10.63% | 2.83% | 11:33 | -01:29 | 07:11 | 10:13 | 13:05 | 39:29 | 05:54 | 04:22 |
 | Tranquil Boots | 175 | 78.83% | 75.9 | 57.71% | -3.99% | -5.44% | +1.38% | 1.62% | 14:55 | 07:06 | 11:28 | 13:11 | 15:41 | 40:39 | 04:13 | 03:07 |
 | Fluffy Hat | 140 | 63.06% | 74.1 | 58.57% | +0.03% | +1.43% | -4.28% | -0.78% | 18:09 | 05:03 | 13:11 | 16:32 | 20:28 | 44:14 | 07:17 | 05:23 |
 | Magic Wand | 191 | 86.04% | 72.2 | 56.02% | -18.17% | +2.31% | +0.23% | -0.36% | 13:27 | -01:29 | 09:55 | 13:04 | 15:41 | 43:21 | 05:46 | 04:16 |
 | Aghanim's Scepter | 17 | 7.66% | 70.4 | 76.47% | +19.40% | -51.47% | -1.47% | 4.52% | 36:58 | 25:55 | 30:20 | 36:43 | 41:24 | 51:35 | 11:04 | 08:11 |
 | Chainmail | 40 | 18.02% | 68.5 | 62.50% | +4.81% | +7.50% | +7.50% | 0.00% | 20:04 | 05:29 | 15:20 | 19:37 | 23:54 | 38:38 | 08:34 | 06:20 |
 | Medallion of Courage | 33 | 14.86% | 66.7 | 63.64% | +5.97% | +11.36% | -1.14% | -1.43% | 22:59 | 12:47 | 18:10 | 21:18 | 26:56 | 38:38 | 08:46 | 06:29 |
 | Crown | 26 | 11.71% | 64.8 | 65.38% | +7.73% | -8.24% | +17.95% | 2.91% | 25:56 | 16:06 | 21:38 | 25:33 | 30:38 | 39:29 | 09:00 | 06:40 |
 | Blight Stone | 35 | 15.77% | 63.0 | 60.00% | +1.71% | +6.67% | -4.44% | -1.16% | 22:24 | 04:41 | 17:23 | 21:18 | 26:56 | 38:38 | 09:33 | 07:04 |
 | Force Staff | 49 | 22.07% | 61.1 | 55.10% | -4.44% | +3.23% | -13.43% | -1.81% | 30:36 | 20:15 | 25:53 | 30:06 | 35:05 | 44:14 | 09:12 | 06:48 |
 | Glimmer Cape | 16 | 7.21% | 59.3 | 68.75% | +10.98% | -18.75% | -18.75% | 0.00% | 29:00 | 20:36 | 24:08 | 27:37 | 32:10 | 40:09 | 08:02 | 05:57 |
 | Blink Dagger | 7 | 3.15% | 57.4 | 85.71% | +28.04% | +14.29% | +14.29% | 0.00% | 33:32 | 22:31 | 24:52 | 34:16 | 36:41 | 43:58 | 11:49 | 08:45 |
 | Void Stone | 24 | 10.81% | 55.6 | 58.33% | -0.26% | -8.33% | +8.34% | 1.33% | 32:19 | 15:29 | 24:18 | 29:17 | 36:48 | 57:31 | 12:30 | 09:15 |
 | Orb of Venom | 33 | 14.86% | 53.7 | 54.55% | -4.71% | -4.55% | -4.55% | 0.00% | -00:37 | -01:30 | -01:29 | -01:29 | -01:29 | 04:28 | 00:00 | 00:00 |
 | Solar Crest | 16 | 7.21% | 51.9 | 62.50% | +4.25% | +12.50% | +12.50% | 0.00% | 28:58 | 21:58 | 25:28 | 27:48 | 31:12 | 38:54 | 05:44 | 04:14 |
 | Phase Boots | 6 | 2.70% | 50.0 | 83.33% | +25.46% | +16.67% | +16.67% | 0.00% | 09:36 | 06:07 | 07:13 | 07:24 | 12:47 | 15:44 | 05:34 | 04:07 |
 | Aghanim's Shard | 8 | 3.60% | 48.1 | 75.00% | +17.06% | -25.00% | +25.00% | 0.00% | 32:15 | 24:07 | 25:57 | 27:23 | 33:46 | 49:21 | 07:49 | 05:47 |
 | Quelling Blade | 16 | 7.21% | 46.3 | 56.25% | -2.49% | +18.75% | +18.75% | 0.00% | 05:50 | -01:29 | -01:29 | -01:19 | 10:26 | 26:39 | 11:55 | 08:49 |
 | Aether Lens | 14 | 6.31% | 44.4 | 57.14% | -1.51% | +17.86% | -23.81% | 0.00% | 29:23 | 19:31 | 25:57 | 27:19 | 30:00 | 48:01 | 04:03 | 03:00 |
 | Wraith Pact | 6 | 2.70% | 42.6 | 66.67% | +8.34% | +33.33% | -66.67% | 0.00% | 26:46 | 15:23 | 17:47 | 27:17 | 33:38 | 36:49 | 15:51 | 11:44 |
 | Ring of Health | 9 | 4.05% | 40.7 | 55.56% | -3.13% | -55.56% | -5.56% | 0.00% | 36:55 | 18:55 | 26:06 | 34:15 | 41:21 | 57:26 | 15:15 | 11:17 |
 | Lotus Orb | 7 | 3.15% | 38.9 | 57.14% | -1.46% | +42.86% | -7.14% | 0.00% | 40:21 | 31:00 | 31:54 | 34:29 | 37:09 | 57:38 | 05:15 | 03:53 |
 | Radiance | 2 | 0.90% | 37.0 | 100.00% | +41.82% | 0.00% | 0.00% | 0.00% | 42:59 | 29:14 | 29:14 | 56:43 | 56:43 | 56:43 | 27:29 | 20:21 |
 | Ghost Scepter | 11 | 4.95% | 35.2 | 45.45% | -13.79% | -12.12% | -12.12% | 0.00% | 33:29 | 20:13 | 25:21 | 33:09 | 39:14 | 43:24 | 13:53 | 10:17 |
 | Helm of the Dominator | 5 | 2.25% | 33.3 | 60.00% | +1.47% | +40.00% | -60.00% | 0.00% | 29:04 | 23:40 | 23:40 | 29:44 | 29:52 | 33:36 | 06:12 | 04:35 |
 | Helm of Iron Will | 5 | 2.25% | 31.5 | 60.00% | +1.47% | +40.00% | +40.00% | 0.00% | 25:06 | 21:44 | 21:44 | 25:01 | 26:44 | 27:56 | 05:00 | 03:42 |
 | Falcon Blade | 1 | 0.45% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.45% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.45% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 00:00 | 00:00 |
 | Yasha | 1 | 0.45% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.45% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.45% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.45% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 00:00 | 00:00 |
 | Sange | 2 | 0.90% | 16.7 | 50.00% | -8.64% | -50.00% | 0.00% | 0.00% | 25:02 | 24:33 | 24:33 | 25:31 | 25:31 | 25:31 | 00:58 | 00:42 |
 | Bracer | 6 | 2.70% | 14.8 | 16.67% | -43.05% | +33.33% | -16.67% | 0.00% | 15:49 | 01:53 | 03:36 | 18:29 | 20:13 | 31:56 | 16:37 | 12:18 |
 | Hand of Midas | 1 | 0.45% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.45% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.45% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.45% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:56 | 19:56 | 19:56 | 19:56 | 19:56 | 19:56 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.45% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:42 | 40:42 | 40:42 | 40:42 | 40:42 | 40:42 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.45% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.45% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 00:00 | 00:00 |