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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 | |
 | Blink Dagger | 167 | 69.29% | 100.0 | 61.68% | +29.25% | -4.54% | +2.61% | 0.80% | 26:05 | 14:19 | 21:21 | 24:43 | 30:16 | 47:34 | 08:55 | 06:36 |
 | Void Stone | 38 | 15.77% | 98.0 | 71.05% | +21.79% | +8.95% | +6.73% | -0.13% | 38:25 | 15:05 | 30:36 | 37:50 | 47:26 | 58:10 | 16:50 | 12:28 |
 | Arcane Boots | 157 | 65.15% | 96.1 | 59.24% | +18.76% | +4.86% | -0.27% | -1.31% | 13:15 | 05:19 | 09:56 | 12:06 | 13:51 | 51:58 | 03:55 | 02:54 |
 | Aghanim's Shard | 149 | 61.83% | 94.1 | 59.06% | +16.67% | -2.30% | +0.40% | 0.19% | 24:46 | 15:00 | 16:23 | 20:01 | 30:16 | 59:43 | 13:53 | 10:17 |
 | Ring of Health | 33 | 13.69% | 92.2 | 69.70% | +19.70% | +5.30% | -7.20% | -0.74% | 39:40 | 22:52 | 30:32 | 38:03 | 47:28 | 1:04:38 | 16:56 | 12:32 |
 | Refresher Orb | 20 | 8.30% | 90.2 | 75.00% | +24.32% | -15.00% | +5.00% | 1.78% | 47:42 | 31:06 | 39:28 | 47:54 | 50:44 | 1:12:02 | 11:16 | 08:20 |
 | Force Staff | 92 | 38.17% | 88.2 | 59.78% | +11.46% | +5.44% | -7.61% | -1.23% | 30:27 | 16:51 | 24:15 | 29:34 | 34:51 | 1:01:19 | 10:36 | 07:51 |
 | Magic Wand | 164 | 68.05% | 86.3 | 56.10% | +10.65% | +2.44% | -9.76% | -2.16% | 12:00 | 02:29 | 08:22 | 11:08 | 14:01 | 36:48 | 05:39 | 04:11 |
 | Vladmir's Offering | 9 | 3.73% | 84.3 | 88.89% | +37.60% | +11.11% | -38.89% | -4.02% | 36:51 | 22:02 | 27:01 | 38:24 | 39:27 | 57:52 | 12:26 | 09:12 |
 | Magic Stick | 220 | 91.29% | 82.4 | 54.55% | +21.22% | 0.00% | -3.64% | -0.59% | 04:06 | -01:29 | -01:29 | 02:45 | 07:40 | 32:54 | 09:09 | 06:46 |
 | Boots of Speed | 241 | 100.00% | 80.4 | 52.70% | +52.70% | -1.03% | +5.63% | 1.62% | 04:58 | -01:29 | 03:38 | 06:02 | 07:44 | 11:33 | 04:06 | 03:02 |
 | Buckler | 22 | 9.13% | 78.4 | 68.18% | +17.04% | -1.51% | -28.18% | -1.37% | 29:57 | 11:50 | 19:54 | 27:29 | 39:22 | 57:52 | 19:28 | 14:25 |
 | Fluffy Hat | 116 | 48.13% | 76.5 | 53.45% | +1.45% | +1.72% | +1.72% | 0.00% | 22:55 | 05:43 | 14:27 | 21:52 | 29:11 | 52:37 | 14:44 | 10:54 |
 | Morbid Mask | 8 | 3.32% | 74.5 | 87.50% | +36.00% | +12.50% | -37.50% | 0.00% | 35:28 | 20:03 | 26:20 | 34:51 | 38:30 | 57:52 | 12:10 | 09:00 |
 | Ring of Basilius | 8 | 3.32% | 72.5 | 87.50% | +36.00% | +12.50% | -37.50% | 0.00% | 32:54 | 15:47 | 16:07 | 34:51 | 38:30 | 57:52 | 22:23 | 16:34 |
 | Ring of Protection | 56 | 23.24% | 70.6 | 55.36% | +3.47% | -26.79% | +8.93% | 3.32% | 07:18 | -01:29 | -01:29 | -01:29 | 12:15 | 57:52 | 13:44 | 10:10 |
 | Quelling Blade | 14 | 5.81% | 68.6 | 71.43% | +19.89% | +28.57% | -4.76% | -2.29% | 15:11 | 04:39 | 06:35 | 14:38 | 21:09 | 27:38 | 14:34 | 10:47 |
 | Headdress | 28 | 11.62% | 66.7 | 60.71% | +9.07% | -17.85% | +39.29% | 8.70% | 19:46 | -01:29 | 14:35 | 17:05 | 21:09 | 50:59 | 06:34 | 04:51 |
 | Chainmail | 21 | 8.71% | 64.7 | 61.90% | +10.08% | -21.90% | +18.10% | 2.15% | 24:28 | 12:48 | 15:02 | 20:40 | 33:40 | 50:59 | 18:38 | 13:48 |
 | Aeon Disk | 9 | 3.73% | 62.7 | 77.78% | +26.06% | +22.22% | -27.78% | -5.31% | 46:59 | 37:52 | 40:43 | 46:58 | 50:08 | 57:26 | 09:25 | 06:58 |
 | Wind Lace | 119 | 49.38% | 60.8 | 46.22% | -12.80% | +0.45% | -6.22% | -0.70% | 07:04 | -01:29 | -01:29 | 05:11 | 10:59 | 39:22 | 12:28 | 09:14 |
 | Mekansm | 17 | 7.05% | 58.8 | 64.71% | +12.92% | -14.71% | +35.29% | 3.94% | 25:42 | 17:17 | 18:23 | 22:06 | 31:05 | 50:59 | 12:42 | 09:24 |
 | Guardian Greaves | 8 | 3.32% | 56.9 | 75.00% | +23.07% | -25.00% | +25.00% | 0.00% | 32:49 | 21:31 | 23:48 | 27:34 | 41:23 | 52:03 | 17:35 | 13:01 |
 | Lotus Orb | 11 | 4.56% | 54.9 | 63.64% | +11.47% | +3.03% | +3.03% | 0.00% | 36:02 | 25:33 | 29:12 | 35:00 | 37:46 | 50:14 | 08:34 | 06:20 |
 | Wraith Pact | 3 | 1.24% | 52.9 | 100.00% | +47.90% | 0.00% | 0.00% | 0.00% | 40:39 | 32:48 | 32:48 | 42:04 | 47:04 | 47:04 | 14:16 | 10:34 |
 | Holy Locket | 10 | 4.15% | 51.0 | 60.00% | +7.62% | +6.67% | +40.00% | 11.69% | 21:32 | 17:25 | 18:34 | 19:16 | 21:25 | 30:31 | 02:51 | 02:06 |
 | Tranquil Boots | 38 | 15.77% | 49.0 | 39.47% | -15.70% | +0.53% | +4.97% | 0.26% | 20:56 | 07:05 | 10:57 | 16:06 | 28:00 | 55:02 | 17:03 | 12:37 |
 | Ghost Scepter | 4 | 1.66% | 47.1 | 75.00% | +22.68% | +25.00% | -75.00% | 0.00% | 46:36 | 33:10 | 33:10 | 43:32 | 53:20 | 56:21 | 20:10 | 14:56 |
 | Aghanim's Scepter | 2 | 0.83% | 45.1 | 100.00% | +47.70% | 0.00% | 0.00% | 0.00% | 39:31 | 36:51 | 36:51 | 42:11 | 42:11 | 42:11 | 05:20 | 03:57 |
 | Linken's Sphere | 2 | 0.83% | 43.1 | 100.00% | +47.70% | 0.00% | 0.00% | 0.00% | 48:04 | 37:52 | 37:52 | 58:15 | 58:15 | 58:15 | 20:23 | 15:05 |
 | Orb of Venom | 5 | 2.07% | 41.2 | 60.00% | +7.46% | +40.00% | +40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 3 | 1.24% | 39.2 | 66.67% | +14.15% | -66.67% | 0.00% | 0.00% | 33:56 | 26:20 | 26:20 | 35:31 | 39:57 | 39:57 | 13:37 | 10:05 |
 | Glimmer Cape | 3 | 1.24% | 37.3 | 66.67% | +14.15% | +33.33% | 0.00% | 0.00% | 33:34 | 23:39 | 23:39 | 37:48 | 39:14 | 39:14 | 15:35 | 11:32 |
 | Medallion of Courage | 4 | 1.66% | 35.3 | 50.00% | -2.74% | -50.00% | -50.00% | 0.00% | 29:49 | 19:48 | 19:48 | 29:01 | 33:40 | 36:48 | 13:52 | 10:16 |
 | Blight Stone | 4 | 1.66% | 33.3 | 50.00% | -2.74% | -50.00% | -50.00% | 0.00% | 29:40 | 19:31 | 19:31 | 28:39 | 33:40 | 36:48 | 14:09 | 10:28 |
 | Aether Lens | 1 | 0.41% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.41% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:25 | 58:25 | 58:25 | 58:25 | 58:25 | 58:25 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.41% | 27.5 | 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 |
 | Boots of Travel | 1 | 0.41% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:04 | 58:04 | 58:04 | 58:04 | 58:04 | 58:04 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.41% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:41 | 46:41 | 46:41 | 46:41 | 46:41 | 46:41 | 00:00 | 00:00 |
 | Drum of Endurance | 6 | 2.49% | 21.6 | 33.33% | -19.86% | -33.33% | +66.67% | 0.00% | 25:07 | 18:58 | 19:39 | 19:48 | 29:22 | 39:22 | 09:43 | 07:11 |
 | Solar Crest | 2 | 0.83% | 19.6 | 50.00% | -2.72% | -50.00% | 0.00% | 0.00% | 42:20 | 37:34 | 37:34 | 47:06 | 47:06 | 47:06 | 09:32 | 07:03 |
 | Wraith Band | 2 | 0.83% | 17.6 | 50.00% | -2.72% | +50.00% | 0.00% | 0.00% | 32:57 | 26:53 | 26:53 | 39:01 | 39:01 | 39:01 | 12:08 | 08:59 |
 | Pipe of Insight | 2 | 0.83% | 15.7 | 50.00% | -2.72% | +50.00% | 0.00% | 0.00% | 39:04 | 38:52 | 38:52 | 39:16 | 39:16 | 39:16 | 00:24 | 00:17 |
 | Hood of Defiance | 2 | 0.83% | 13.7 | 50.00% | -2.72% | -50.00% | 0.00% | 0.00% | 33:00 | 30:27 | 30:27 | 35:33 | 35:33 | 35:33 | 05:06 | 03:46 |
 | Hand of Midas | 3 | 1.24% | 11.8 | 33.33% | -19.61% | +66.67% | 0.00% | 0.00% | 27:44 | 18:48 | 18:48 | 29:27 | 34:56 | 34:56 | 16:08 | 11:57 |
 | Helm of Iron Will | 1 | 0.41% | 9.8 | 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 |
 | Nullifier | 1 | 0.41% | 7.8 | 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 |
 | Crown | 1 | 0.41% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 00:00 | 00:00 |
 | Bracer | 1 | 0.41% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:45 | 10:45 | 10:45 | 10:45 | 10:45 | 10:45 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.41% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 00:00 | 00:00 |