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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 Health | 49 | 20.94% | 100.0 | 73.47% | +21.04% | +9.86% | -6.80% | -0.95% | 33:12 | 04:50 | 23:54 | 33:46 | 41:29 | 1:06:28 | 17:35 | 13:01 |
 | Force Staff | 38 | 16.24% | 98.2 | 73.68% | +20.11% | -13.68% | -7.01% | 0.57% | 31:52 | 18:38 | 26:19 | 30:32 | 37:57 | 59:11 | 11:38 | 08:37 |
 | Aghanim's Shard | 90 | 38.46% | 96.4 | 66.67% | +15.98% | -1.45% | -3.03% | -0.19% | 28:16 | 15:16 | 23:34 | 27:31 | 32:03 | 60:10 | 08:29 | 06:17 |
 | Void Stone | 56 | 23.93% | 94.5 | 69.64% | +16.83% | -12.50% | +1.79% | 0.75% | 31:29 | 07:25 | 21:01 | 29:08 | 40:11 | 1:06:29 | 19:10 | 14:11 |
 | Blink Dagger | 162 | 69.23% | 92.7 | 61.73% | +15.90% | -3.19% | -6.73% | -0.41% | 25:30 | 13:56 | 20:30 | 23:36 | 29:13 | 55:44 | 08:43 | 06:27 |
 | Fluffy Hat | 83 | 35.47% | 90.9 | 63.86% | +10.88% | -6.72% | +12.33% | 1.39% | 20:17 | -01:29 | 12:57 | 16:16 | 26:38 | 59:10 | 13:41 | 10:08 |
 | Crown | 46 | 19.66% | 89.1 | 67.39% | +13.13% | +7.61% | -12.84% | -1.80% | 21:01 | 08:15 | 13:27 | 19:04 | 24:49 | 55:07 | 11:22 | 08:25 |
 | Magic Wand | 136 | 58.12% | 87.3 | 59.56% | +6.50% | +13.97% | +2.20% | -2.07% | 12:40 | 02:35 | 08:59 | 11:29 | 14:40 | 42:59 | 05:41 | 04:12 |
 | Boots of Speed | 234 | 100.00% | 85.5 | 56.84% | +56.84% | -7.69% | +3.50% | 2.66% | 06:10 | -01:29 | 04:42 | 06:47 | 08:54 | 12:53 | 04:12 | 03:06 |
 | Magic Stick | 214 | 91.45% | 83.6 | 57.01% | +2.01% | +2.25% | -2.29% | -0.67% | 04:22 | -01:29 | 00:55 | 03:10 | 07:40 | 26:31 | 06:45 | 05:00 |
 | Arcane Boots | 81 | 34.62% | 81.8 | 61.73% | +7.48% | +13.27% | -11.73% | -5.28% | 15:53 | 05:24 | 11:57 | 13:29 | 16:41 | 50:06 | 04:44 | 03:30 |
 | Lotus Orb | 22 | 9.40% | 80.0 | 72.73% | +17.54% | -6.06% | -32.73% | -2.04% | 34:59 | 20:53 | 27:29 | 31:17 | 40:34 | 1:04:02 | 13:05 | 09:41 |
 | Veil of Discord | 17 | 7.26% | 78.2 | 76.47% | +21.17% | -1.47% | -1.47% | 0.00% | 17:12 | 10:24 | 14:25 | 16:09 | 18:42 | 32:40 | 04:17 | 03:10 |
 | Wind Lace | 143 | 61.11% | 76.4 | 56.64% | -0.50% | +10.03% | +10.03% | 0.00% | 11:50 | -01:29 | 05:06 | 10:47 | 15:19 | 44:29 | 10:13 | 07:34 |
 | Orb of Venom | 81 | 34.62% | 74.5 | 59.26% | +3.70% | +5.74% | +0.74% | 0.00% | -01:21 | -01:30 | -01:29 | -01:29 | -01:29 | 03:27 | 00:00 | 00:00 |
 | Chainmail | 41 | 17.52% | 72.7 | 63.41% | +7.97% | +6.59% | -3.41% | -0.69% | 21:56 | 11:27 | 13:31 | 20:16 | 27:55 | 42:22 | 14:24 | 10:40 |
 | Holy Locket | 31 | 13.25% | 70.9 | 64.52% | +8.85% | -2.02% | -27.02% | -4.69% | 20:07 | 13:47 | 16:02 | 19:06 | 21:22 | 35:39 | 05:20 | 03:57 |
 | Ring of Basilius | 41 | 17.52% | 69.1 | 60.98% | +5.02% | -30.98% | +19.02% | 8.31% | 12:25 | -01:29 | 06:49 | 10:29 | 12:50 | 42:09 | 06:01 | 04:27 |
 | Headdress | 36 | 15.38% | 67.3 | 61.11% | +5.05% | -16.67% | -5.55% | 0.64% | 12:45 | -01:29 | -01:29 | 15:34 | 18:53 | 35:14 | 20:22 | 15:05 |
 | Aghanim's Scepter | 5 | 2.14% | 65.5 | 100.00% | +44.10% | 0.00% | 0.00% | 0.00% | 43:23 | 31:26 | 31:26 | 40:22 | 50:43 | 55:52 | 19:17 | 14:17 |
 | Tranquil Boots | 97 | 41.45% | 63.6 | 51.55% | -9.03% | -9.88% | +10.95% | 3.47% | 14:29 | 02:43 | 09:49 | 12:28 | 15:49 | 43:25 | 06:00 | 04:26 |
 | Ring of Protection | 45 | 19.23% | 61.8 | 55.56% | -1.58% | -10.11% | -1.01% | 0.63% | 11:00 | -01:29 | -01:29 | 07:59 | 15:56 | 44:39 | 17:25 | 12:54 |
 | Mekansm | 7 | 2.99% | 60.0 | 85.71% | +29.76% | +14.29% | +14.29% | 0.00% | 27:10 | 22:39 | 24:10 | 24:38 | 26:00 | 35:34 | 01:50 | 01:21 |
 | Quelling Blade | 19 | 8.12% | 58.2 | 63.16% | +6.88% | -3.16% | -23.16% | -2.91% | 12:41 | -01:29 | 06:59 | 11:14 | 13:51 | 45:17 | 06:52 | 05:05 |
 | Ghost Scepter | 11 | 4.70% | 56.4 | 72.73% | +16.68% | +27.27% | -6.06% | 0.00% | 40:04 | 24:54 | 31:51 | 40:56 | 45:48 | 57:05 | 13:57 | 10:20 |
 | Refresher Orb | 11 | 4.70% | 54.5 | 72.73% | +16.68% | -6.06% | +27.27% | 0.00% | 49:20 | 35:59 | 43:53 | 46:27 | 51:02 | 1:10:40 | 07:09 | 05:17 |
 | Blight Stone | 30 | 12.82% | 52.7 | 53.33% | -4.02% | +21.67% | -10.47% | -2.63% | 22:54 | 11:57 | 15:54 | 21:13 | 28:06 | 42:23 | 12:12 | 09:02 |
 | Medallion of Courage | 30 | 12.82% | 50.9 | 53.33% | -4.02% | +34.17% | -10.47% | -3.90% | 23:14 | 12:14 | 16:40 | 21:13 | 28:06 | 42:23 | 11:26 | 08:28 |
 | Drum of Endurance | 12 | 5.13% | 49.1 | 66.67% | +10.36% | 0.00% | -33.34% | 0.00% | 21:34 | 12:21 | 18:12 | 21:43 | 23:24 | 28:22 | 05:12 | 03:51 |
 | Solar Crest | 21 | 8.97% | 47.3 | 57.14% | +0.33% | +2.86% | -17.14% | -1.96% | 29:37 | 19:23 | 21:33 | 26:03 | 31:44 | 55:20 | 10:11 | 07:32 |
 | Meteor Hammer | 7 | 2.99% | 45.5 | 71.43% | +15.04% | +28.57% | -71.43% | 0.00% | 17:20 | 12:44 | 15:25 | 15:44 | 16:22 | 23:55 | 00:57 | 00:42 |
 | Morbid Mask | 12 | 5.13% | 43.6 | 58.33% | +1.57% | -25.00% | +41.67% | 0.00% | 31:44 | 18:48 | 19:53 | 30:13 | 37:21 | 46:30 | 17:28 | 12:56 |
 | Phase Boots | 5 | 2.14% | 41.8 | 80.00% | +23.67% | +20.00% | +20.00% | 0.00% | 17:31 | 12:03 | 12:03 | 14:06 | 14:15 | 35:04 | 02:12 | 01:37 |
 | Buckler | 15 | 6.41% | 40.0 | 53.33% | -3.75% | +21.67% | +21.67% | 0.00% | 25:26 | 09:02 | 12:54 | 26:25 | 36:49 | 44:39 | 23:55 | 17:42 |
 | Soul Ring | 15 | 6.41% | 38.2 | 46.67% | -10.86% | +28.33% | -21.67% | -11.45% | 09:36 | 01:51 | 07:44 | 09:46 | 12:06 | 17:51 | 04:22 | 03:14 |
 | Vladmir's Offering | 10 | 4.27% | 36.4 | 50.00% | -7.14% | -16.67% | +50.00% | 0.00% | 32:07 | 19:59 | 21:01 | 30:49 | 40:11 | 44:40 | 19:10 | 14:11 |
 | Urn of Shadows | 2 | 0.85% | 34.5 | 100.00% | +43.53% | 0.00% | 0.00% | 0.00% | 12:37 | 08:03 | 08:03 | 17:10 | 17:10 | 17:10 | 09:07 | 06:45 |
 | Spirit Vessel | 2 | 0.85% | 32.7 | 100.00% | +43.53% | 0.00% | 0.00% | 0.00% | 23:01 | 17:23 | 17:23 | 28:39 | 28:39 | 28:39 | 11:16 | 08:20 |
 | Aeon Disk | 2 | 0.85% | 30.9 | 100.00% | +43.53% | 0.00% | 0.00% | 0.00% | 37:47 | 32:49 | 32:49 | 42:44 | 42:44 | 42:44 | 09:55 | 07:20 |
 | Wraith Pact | 5 | 2.14% | 29.1 | 60.00% | +3.23% | -60.00% | +40.00% | 0.00% | 40:33 | 30:20 | 30:20 | 41:14 | 45:18 | 45:21 | 14:58 | 11:05 |
 | Eul's Scepter of Divinity | 4 | 1.71% | 27.3 | 50.00% | -6.96% | -50.00% | +50.00% | 0.00% | 26:24 | 17:38 | 17:38 | 26:19 | 30:46 | 30:52 | 13:08 | 09:43 |
 | Crimson Guard | 1 | 0.43% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.43% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.43% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.43% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.43% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.43% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 00:00 | 00:00 |
 | Glimmer Cape | 6 | 2.56% | 14.5 | 33.33% | -24.13% | +16.67% | -33.33% | 0.00% | 32:22 | 19:17 | 21:56 | 22:24 | 47:39 | 55:49 | 25:43 | 19:02 |
 | Vanguard | 2 | 0.85% | 12.7 | 50.00% | -6.90% | +50.00% | 0.00% | 0.00% | 23:04 | 21:26 | 21:26 | 24:42 | 24:42 | 24:42 | 03:16 | 02:25 |
 | Scythe of Vyse | 2 | 0.85% | 10.9 | 50.00% | -6.90% | -50.00% | 0.00% | 0.00% | 45:28 | 27:52 | 27:52 | 1:03:04 | 1:03:04 | 1:03:04 | 35:12 | 26:04 |
 | Helm of Iron Will | 2 | 0.85% | 9.1 | 50.00% | -6.90% | -50.00% | 0.00% | 0.00% | 27:50 | 25:24 | 25:24 | 30:15 | 30:15 | 30:15 | 04:51 | 03:35 |
 | Orchid Malevolence | 3 | 1.28% | 7.3 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 17:42 | 15:45 | 15:45 | 18:17 | 19:05 | 19:05 | 03:20 | 02:28 |
 | Heaven's Halberd | 2 | 0.85% | 5.5 | 0.00% | -57.33% | 0.00% | 0.00% | 0.00% | 39:19 | 38:18 | 38:18 | 40:19 | 40:19 | 40:19 | 02:01 | 01:29 |
 | Sange | 2 | 0.85% | 3.6 | 0.00% | -57.33% | 0.00% | 0.00% | 0.00% | 37:03 | 33:47 | 33:47 | 40:19 | 40:19 | 40:19 | 06:32 | 04:50 |
 | Null Talisman | 1 | 0.43% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 00:00 | 00:00 |