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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 | |
 | Aghanim's Scepter | 36 | 14.23% | 100.0 | 75.00% | +24.31% | +13.89% | -8.33% | -2.08% | 34:51 | 19:52 | 27:14 | 35:13 | 37:55 | 56:28 | 10:41 | 07:54 |
 | Drum of Endurance | 17 | 6.72% | 98.3 | 82.35% | +30.23% | +17.65% | -7.35% | -1.25% | 33:55 | 11:59 | 22:29 | 31:23 | 42:32 | 1:03:04 | 20:03 | 14:51 |
 | Lotus Orb | 17 | 6.72% | 96.6 | 82.35% | +30.23% | +17.65% | +17.65% | 0.00% | 36:54 | 23:47 | 30:09 | 36:28 | 42:43 | 48:36 | 12:34 | 09:18 |
 | Void Stone | 25 | 9.88% | 94.9 | 76.00% | +24.25% | -9.33% | +24.00% | 2.35% | 31:54 | 15:55 | 24:34 | 32:05 | 38:45 | 47:18 | 14:11 | 10:30 |
 | Ring of Health | 34 | 13.44% | 93.2 | 70.59% | +18.99% | -3.92% | +16.91% | 1.35% | 27:21 | 14:10 | 17:45 | 24:31 | 33:13 | 48:35 | 15:28 | 11:27 |
 | Magic Wand | 214 | 84.58% | 91.5 | 58.41% | +27.64% | +10.11% | -9.35% | -4.99% | 11:55 | 02:19 | 09:26 | 11:36 | 13:20 | 39:51 | 03:54 | 02:53 |
 | Wind Lace | 235 | 92.89% | 89.8 | 54.47% | +4.47% | +1.46% | +1.46% | 0.00% | 04:50 | -01:30 | -01:29 | 05:19 | 08:21 | 36:42 | 09:50 | 07:17 |
 | Boots of Speed | 253 | 100.00% | 88.1 | 54.15% | +54.15% | -4.94% | +1.41% | 1.76% | 05:59 | -01:29 | 04:34 | 06:29 | 08:11 | 13:31 | 03:37 | 02:40 |
 | Magic Stick | 246 | 97.23% | 86.4 | 54.07% | -3.07% | +8.83% | -6.53% | -1.94% | 04:31 | -01:30 | 00:17 | 04:07 | 08:13 | 22:12 | 07:56 | 05:52 |
 | Aghanim's Shard | 96 | 37.94% | 84.7 | 58.33% | +6.74% | +12.50% | -25.00% | -2.91% | 28:12 | 15:02 | 21:23 | 27:16 | 34:15 | 1:03:53 | 12:52 | 09:31 |
 | Tranquil Boots | 217 | 85.77% | 83.1 | 54.38% | +1.60% | -2.53% | -2.53% | 0.00% | 10:25 | 03:41 | 07:53 | 10:03 | 12:00 | 28:12 | 04:07 | 03:02 |
 | Force Staff | 178 | 70.36% | 81.4 | 53.37% | -2.63% | +11.07% | -14.73% | -3.58% | 25:12 | 15:12 | 20:56 | 23:53 | 28:08 | 46:27 | 07:12 | 05:20 |
 | Fluffy Hat | 204 | 80.63% | 79.7 | 51.96% | -11.31% | +8.82% | -4.90% | -2.22% | 15:44 | 05:12 | 11:16 | 13:46 | 17:26 | 46:23 | 06:10 | 04:34 |
 | Glimmer Cape | 35 | 13.83% | 78.0 | 60.00% | +6.79% | -4.44% | -4.44% | 0.00% | 28:18 | 20:07 | 24:39 | 27:30 | 30:32 | 41:31 | 05:53 | 04:21 |
 | Arcane Boots | 12 | 4.74% | 76.3 | 75.00% | +21.89% | -41.67% | +25.00% | 11.56% | 16:48 | 09:01 | 10:27 | 14:10 | 16:13 | 37:19 | 05:46 | 04:16 |
 | Headdress | 12 | 4.74% | 74.6 | 75.00% | +21.89% | -41.67% | +25.00% | 9.32% | 21:16 | 14:32 | 16:26 | 20:48 | 23:35 | 28:24 | 07:09 | 05:17 |
 | Black King Bar | 7 | 2.77% | 72.9 | 85.71% | +32.46% | +14.29% | -35.71% | 0.00% | 50:21 | 39:08 | 44:17 | 47:56 | 49:50 | 1:03:31 | 05:33 | 04:06 |
 | Ring of Protection | 79 | 31.23% | 71.2 | 49.37% | -6.95% | +10.63% | +0.63% | -0.89% | 05:37 | -01:30 | -01:29 | -01:29 | 12:43 | 32:54 | 14:12 | 10:31 |
 | Hood of Defiance | 13 | 5.14% | 69.5 | 69.23% | +15.90% | -35.90% | -2.56% | 4.94% | 20:04 | 14:10 | 16:28 | 17:59 | 23:13 | 30:18 | 06:45 | 05:00 |
 | Ghost Scepter | 33 | 13.04% | 67.8 | 54.55% | +0.46% | +20.45% | +7.95% | -1.12% | 35:54 | 24:39 | 29:23 | 34:53 | 40:30 | 49:51 | 11:07 | 08:14 |
 | Chainmail | 16 | 6.32% | 66.1 | 62.50% | +8.91% | -37.50% | -12.50% | 3.39% | 17:03 | 09:57 | 11:48 | 14:26 | 19:11 | 36:42 | 07:23 | 05:28 |
 | Blade Mail | 6 | 2.37% | 64.4 | 83.33% | +29.89% | +16.67% | +16.67% | 0.00% | 19:33 | 15:12 | 16:29 | 17:25 | 21:12 | 27:08 | 04:43 | 03:29 |
 | Pipe of Insight | 8 | 3.16% | 62.7 | 75.00% | +21.53% | -25.00% | +25.00% | 0.00% | 26:21 | 21:46 | 23:20 | 26:37 | 27:17 | 30:46 | 03:57 | 02:55 |
 | Quelling Blade | 29 | 11.46% | 61.0 | 48.28% | -6.63% | +23.15% | +8.86% | -1.29% | 09:24 | -01:29 | -01:29 | 07:20 | 12:36 | 45:18 | 14:05 | 10:25 |
 | Eul's Scepter of Divinity | 3 | 1.19% | 59.3 | 100.00% | +46.40% | 0.00% | 0.00% | 0.00% | 31:39 | 19:29 | 19:29 | 36:52 | 38:36 | 38:36 | 19:07 | 14:09 |
 | Wraith Band | 10 | 3.95% | 57.6 | 60.00% | +6.09% | +6.67% | -10.00% | -0.88% | 27:30 | 12:28 | 15:53 | 27:37 | 34:55 | 50:35 | 19:02 | 14:05 |
 | Buckler | 13 | 5.14% | 55.9 | 53.85% | -0.32% | +12.82% | -20.52% | -2.11% | 28:06 | 12:45 | 16:05 | 23:16 | 31:52 | 1:01:28 | 15:47 | 11:41 |
 | Urn of Shadows | 24 | 9.49% | 54.2 | 41.67% | -13.79% | +25.00% | -8.34% | -7.20% | 15:04 | 06:52 | 12:21 | 13:30 | 16:59 | 26:12 | 04:38 | 03:25 |
 | Boots of Bearing | 6 | 2.37% | 52.5 | 66.67% | +12.82% | +33.33% | -66.67% | 0.00% | 46:02 | 34:25 | 36:32 | 39:51 | 57:57 | 1:04:38 | 21:25 | 15:51 |
 | Ring of Basilius | 6 | 2.37% | 50.8 | 66.67% | +12.82% | +33.33% | -66.67% | 0.00% | 32:17 | 14:09 | 17:16 | 21:32 | 53:24 | 1:01:28 | 36:08 | 26:45 |
 | Aeon Disk | 9 | 3.56% | 49.2 | 55.56% | +1.46% | +44.44% | -5.56% | -4.51% | 48:14 | 34:30 | 39:40 | 49:10 | 50:45 | 1:08:46 | 11:05 | 08:12 |
 | Null Talisman | 4 | 1.58% | 47.5 | 75.00% | +21.18% | +25.00% | -75.00% | 0.00% | 24:29 | 15:03 | 15:03 | 17:40 | 26:40 | 38:31 | 11:37 | 08:36 |
 | Sange | 13 | 5.14% | 45.8 | 46.15% | -8.43% | -46.15% | +20.52% | 7.12% | 34:40 | 25:15 | 27:42 | 30:54 | 37:04 | 59:37 | 09:22 | 06:56 |
 | Soul Ring | 7 | 2.77% | 44.1 | 57.14% | +3.07% | -7.14% | -7.14% | 0.00% | 23:51 | 14:03 | 17:08 | 25:03 | 28:34 | 32:54 | 11:26 | 08:28 |
 | Boots of Travel | 2 | 0.79% | 42.4 | 100.00% | +46.22% | 0.00% | 0.00% | 0.00% | 47:20 | 42:42 | 42:42 | 51:58 | 51:58 | 51:58 | 09:16 | 06:51 |
 | Heaven's Halberd | 12 | 4.74% | 40.7 | 41.67% | -13.10% | +25.00% | -8.34% | -4.08% | 38:23 | 30:35 | 33:53 | 37:32 | 42:03 | 51:03 | 08:10 | 06:02 |
 | Blink Dagger | 5 | 1.98% | 39.0 | 60.00% | +5.97% | +40.00% | -60.00% | 0.00% | 45:58 | 30:51 | 30:51 | 39:02 | 47:38 | 1:14:34 | 16:47 | 12:25 |
 | Bracer | 9 | 3.56% | 37.3 | 44.44% | -10.07% | +5.56% | +5.56% | 0.00% | 13:25 | 04:45 | 12:35 | 13:56 | 14:15 | 19:02 | 01:40 | 01:14 |
 | Mekansm | 3 | 1.19% | 35.6 | 66.67% | +12.67% | -66.67% | 0.00% | 0.00% | 20:53 | 19:39 | 19:39 | 20:57 | 22:04 | 22:04 | 02:25 | 01:47 |
 | Crimson Guard | 4 | 1.58% | 33.9 | 50.00% | -4.22% | +50.00% | +50.00% | 0.00% | 35:58 | 24:37 | 24:37 | 34:26 | 40:15 | 44:33 | 15:38 | 11:34 |
 | Helm of Iron Will | 4 | 1.58% | 32.2 | 50.00% | -4.22% | +50.00% | +50.00% | 0.00% | 34:52 | 23:17 | 23:17 | 33:02 | 40:15 | 42:55 | 16:58 | 12:34 |
 | Guardian Greaves | 1 | 0.40% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:34 | 27:34 | 27:34 | 27:34 | 27:34 | 27:34 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.40% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.40% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.40% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.40% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.40% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 00:00 | 00:00 |
 | Vanguard | 5 | 1.98% | 20.3 | 40.00% | -14.44% | -40.00% | -40.00% | 0.00% | 22:02 | 16:44 | 16:44 | 17:55 | 25:23 | 33:13 | 08:39 | 06:24 |
 | Linken's Sphere | 2 | 0.79% | 18.6 | 50.00% | -4.18% | +50.00% | 0.00% | 0.00% | 1:03:16 | 55:09 | 55:09 | 1:11:22 | 1:11:22 | 1:11:22 | 16:13 | 12:00 |
 | Medallion of Courage | 2 | 0.79% | 16.9 | 50.00% | -4.18% | +50.00% | 0.00% | 0.00% | 33:05 | 29:28 | 29:28 | 36:42 | 36:42 | 36:42 | 07:14 | 05:21 |
 | Wraith Pact | 2 | 0.79% | 15.3 | 50.00% | -4.18% | +50.00% | 0.00% | 0.00% | 43:20 | 28:18 | 28:18 | 58:21 | 58:21 | 58:21 | 30:03 | 22:15 |
 | Spirit Vessel | 9 | 3.56% | 13.6 | 22.22% | -33.11% | +27.78% | +27.78% | 0.00% | 23:38 | 15:55 | 16:25 | 22:15 | 25:34 | 33:36 | 09:09 | 06:46 |
 | Vladmir's Offering | 3 | 1.19% | 11.9 | 33.33% | -21.07% | +66.67% | 0.00% | 0.00% | 46:46 | 25:25 | 25:25 | 53:24 | 1:01:28 | 1:01:28 | 36:03 | 26:42 |
 | Orchid Malevolence | 3 | 1.19% | 10.2 | 33.33% | -21.07% | -33.33% | 0.00% | 0.00% | 26:09 | 20:36 | 20:36 | 27:53 | 29:58 | 29:58 | 09:22 | 06:56 |
 | Phase Boots | 3 | 1.19% | 8.5 | 33.33% | -21.07% | -33.33% | 0.00% | 0.00% | 13:01 | 12:16 | 12:16 | 13:02 | 13:45 | 13:45 | 01:29 | 01:05 |
 | Crown | 3 | 1.19% | 6.8 | 33.33% | -21.07% | +66.67% | 0.00% | 0.00% | 36:07 | 17:17 | 17:17 | 36:42 | 54:23 | 54:23 | 37:06 | 27:28 |
 | Morbid Mask | 3 | 1.19% | 5.1 | 33.33% | -21.07% | +66.67% | 0.00% | 0.00% | 46:03 | 23:17 | 23:17 | 53:24 | 1:01:28 | 1:01:28 | 38:11 | 28:17 |
 | Solar Crest | 1 | 0.40% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 00:00 | 00:00 |
 | Blight Stone | 2 | 0.79% | 1.7 | 0.00% | -54.58% | 0.00% | 0.00% | 0.00% | 17:36 | -01:30 | -01:30 | 36:42 | 36:42 | 36:42 | 38:12 | 28:17 |