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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 Protection | 13 | 7.74% | 100.0 | 92.31% | +46.50% | -25.64% | +7.69% | 1.60% | 27:21 | -01:29 | 14:39 | 26:42 | 35:27 | 55:38 | 20:48 | 15:24 |
 | Buckler | 12 | 7.14% | 98.0 | 91.67% | +45.52% | -25.00% | +8.33% | 2.14% | 29:52 | 14:39 | 19:54 | 26:42 | 35:28 | 55:38 | 15:34 | 11:31 |
 | Void Stone | 42 | 25.00% | 95.9 | 71.43% | +29.37% | +10.39% | -11.43% | -1.85% | 34:25 | 15:08 | 27:16 | 33:32 | 39:04 | 50:26 | 11:48 | 08:44 |
 | Lotus Orb | 6 | 3.57% | 93.9 | 100.00% | +52.47% | 0.00% | 0.00% | 0.00% | 32:04 | 25:02 | 28:11 | 30:45 | 32:56 | 44:26 | 04:45 | 03:31 |
 | Arcane Boots | 55 | 32.74% | 91.8 | 63.64% | +21.16% | +7.79% | -6.50% | -2.70% | 17:13 | 05:14 | 12:09 | 13:32 | 17:26 | 55:02 | 05:17 | 03:54 |
 | Ring of Health | 36 | 21.43% | 89.8 | 66.67% | +21.97% | +11.11% | -22.23% | -2.94% | 34:32 | 23:42 | 27:15 | 33:20 | 38:35 | 50:24 | 11:20 | 08:23 |
 | Force Staff | 127 | 75.60% | 87.8 | 52.76% | +13.74% | +9.74% | -18.38% | -4.18% | 25:38 | 15:18 | 21:51 | 25:23 | 28:35 | 39:22 | 06:44 | 04:59 |
 | Magic Wand | 150 | 89.29% | 85.7 | 51.33% | +18.00% | -6.59% | -2.68% | 0.77% | 09:40 | -01:29 | 07:01 | 09:40 | 12:05 | 26:30 | 05:04 | 03:45 |
 | Boots of Speed | 168 | 100.00% | 83.7 | 49.40% | +49.40% | -1.78% | -6.54% | -1.46% | 07:47 | -01:29 | 05:59 | 07:22 | 09:14 | 18:55 | 03:15 | 02:24 |
 | Magic Stick | 162 | 96.43% | 81.6 | 49.38% | -0.62% | -3.04% | +8.12% | 1.72% | 04:16 | -01:30 | -01:29 | 02:47 | 07:58 | 19:38 | 09:27 | 07:00 |
 | Fluffy Hat | 143 | 85.12% | 79.6 | 49.65% | +1.65% | +11.46% | -13.54% | -3.32% | 17:05 | 03:25 | 12:45 | 16:10 | 20:17 | 37:17 | 07:32 | 05:34 |
 | Wind Lace | 78 | 46.43% | 77.6 | 52.56% | +5.89% | +7.44% | +10.60% | 0.35% | 11:28 | -01:29 | 05:35 | 08:19 | 14:44 | 44:28 | 09:09 | 06:46 |
 | Refresher Orb | 24 | 14.29% | 75.5 | 62.50% | +15.28% | +37.50% | -12.50% | -4.16% | 40:17 | 23:53 | 33:08 | 42:28 | 45:09 | 53:17 | 12:01 | 08:54 |
 | Headdress | 7 | 4.17% | 73.5 | 85.71% | +37.88% | +14.29% | +14.29% | 0.00% | 14:06 | 10:45 | 10:58 | 11:54 | 15:35 | 22:27 | 04:37 | 03:25 |
 | Mekansm | 7 | 4.17% | 71.4 | 85.71% | +37.88% | -35.71% | +14.29% | 0.00% | 17:35 | 13:33 | 13:35 | 18:16 | 19:55 | 22:31 | 06:20 | 04:41 |
 | Glimmer Cape | 35 | 20.83% | 69.4 | 57.14% | +9.77% | -1.58% | +9.53% | 1.37% | 28:47 | 17:41 | 23:25 | 27:10 | 31:31 | 51:55 | 08:06 | 06:00 |
 | Chainmail | 9 | 5.36% | 67.3 | 77.78% | +29.98% | -27.78% | -27.78% | 0.00% | 19:15 | 11:25 | 11:49 | 16:27 | 22:27 | 37:26 | 10:38 | 07:52 |
 | Vladmir's Offering | 4 | 2.38% | 65.3 | 100.00% | +51.83% | 0.00% | 0.00% | 0.00% | 43:16 | 33:07 | 33:07 | 35:29 | 48:50 | 55:38 | 15:43 | 11:38 |
 | Morbid Mask | 4 | 2.38% | 63.3 | 100.00% | +51.83% | 0.00% | 0.00% | 0.00% | 43:16 | 33:07 | 33:07 | 35:28 | 48:50 | 55:38 | 15:43 | 11:38 |
 | Scythe of Vyse | 4 | 2.38% | 61.2 | 100.00% | +51.83% | 0.00% | 0.00% | 0.00% | 52:19 | 45:22 | 45:22 | 50:26 | 55:17 | 58:12 | 09:55 | 07:20 |
 | Guardian Greaves | 6 | 3.57% | 59.2 | 83.33% | +35.18% | -33.33% | +16.67% | 0.00% | 24:15 | 18:45 | 20:30 | 22:38 | 28:09 | 28:34 | 07:39 | 05:40 |
 | Ghost Scepter | 12 | 7.14% | 57.1 | 66.67% | +18.59% | +33.33% | +33.33% | 0.00% | 27:00 | 19:10 | 20:16 | 26:53 | 30:37 | 35:13 | 10:21 | 07:40 |
 | Drum of Endurance | 21 | 12.50% | 55.1 | 57.14% | +8.84% | +2.86% | +2.86% | 0.00% | 23:17 | 14:06 | 17:47 | 21:35 | 26:09 | 37:41 | 08:22 | 06:11 |
 | Crown | 42 | 25.00% | 53.1 | 42.86% | -8.73% | +2.59% | -12.86% | -3.66% | 13:47 | 07:39 | 11:35 | 13:51 | 15:48 | 21:14 | 04:13 | 03:07 |
 | Tranquil Boots | 42 | 25.00% | 51.0 | 42.86% | -8.73% | +11.69% | -2.86% | -1.10% | 19:19 | 07:26 | 10:57 | 16:23 | 24:08 | 44:48 | 13:11 | 09:45 |
 | Ring of Basilius | 47 | 27.98% | 49.0 | 40.43% | -12.46% | -7.10% | -7.10% | 0.00% | 12:38 | 01:56 | 09:15 | 11:47 | 13:17 | 55:38 | 04:02 | 02:59 |
 | Wraith Band | 15 | 8.93% | 46.9 | 53.33% | +4.31% | -53.33% | -3.33% | 4.13% | 18:27 | -01:29 | 11:50 | 16:53 | 23:57 | 41:30 | 12:07 | 08:58 |
 | Power Treads | 10 | 5.95% | 44.9 | 60.00% | +11.27% | +6.67% | -10.00% | -2.02% | 22:08 | 14:21 | 17:32 | 19:17 | 25:46 | 37:28 | 08:14 | 06:05 |
 | Veil of Discord | 40 | 23.81% | 42.9 | 40.00% | -12.34% | -10.00% | 0.00% | 2.51% | 16:35 | 10:35 | 14:25 | 16:23 | 18:24 | 21:23 | 03:59 | 02:57 |
 | Aether Lens | 7 | 4.17% | 40.8 | 57.14% | +8.07% | -7.14% | -7.14% | 0.00% | 32:50 | 17:58 | 18:36 | 30:53 | 32:55 | 1:03:13 | 14:19 | 10:36 |
 | Boots of Bearing | 7 | 4.17% | 38.8 | 57.14% | +8.07% | -57.14% | -7.14% | 0.00% | 35:41 | 30:36 | 32:53 | 35:19 | 36:21 | 41:39 | 03:28 | 02:34 |
 | Quelling Blade | 7 | 4.17% | 36.7 | 57.14% | +8.07% | +42.86% | -57.14% | 0.00% | 10:26 | -01:29 | -01:28 | 12:13 | 14:48 | 22:09 | 16:16 | 12:02 |
 | Witch Blade | 2 | 1.19% | 34.7 | 100.00% | +51.20% | 0.00% | 0.00% | 0.00% | 43:31 | 41:19 | 41:19 | 45:43 | 45:43 | 45:43 | 04:24 | 03:15 |
 | Wraith Pact | 2 | 1.19% | 32.7 | 100.00% | +51.20% | 0.00% | 0.00% | 0.00% | 53:43 | 49:55 | 49:55 | 57:30 | 57:30 | 57:30 | 07:35 | 05:37 |
 | Falcon Blade | 2 | 1.19% | 30.6 | 100.00% | +51.20% | 0.00% | 0.00% | 0.00% | 11:45 | 10:22 | 10:22 | 13:08 | 13:08 | 13:08 | 02:46 | 02:02 |
 | Aeon Disk | 5 | 2.98% | 28.6 | 60.00% | +10.92% | +40.00% | -60.00% | 0.00% | 42:25 | 35:14 | 35:14 | 35:24 | 47:29 | 58:41 | 12:15 | 09:04 |
 | Dragon Lance | 5 | 2.98% | 26.5 | 60.00% | +10.92% | +40.00% | -60.00% | 0.00% | 36:17 | 30:50 | 30:50 | 36:13 | 37:12 | 44:08 | 06:22 | 04:42 |
 | Aghanim's Shard | 6 | 3.57% | 24.5 | 50.00% | +0.62% | 0.00% | -50.00% | 0.00% | 32:06 | 24:10 | 25:05 | 26:36 | 36:35 | 47:01 | 11:30 | 08:31 |
 | Solar Crest | 1 | 0.60% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:57 | 28:57 | 28:57 | 28:57 | 28:57 | 28:57 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.60% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 00:00 | 00:00 |
 | Hurricane Pike | 5 | 2.98% | 18.4 | 40.00% | -9.69% | +60.00% | -40.00% | 0.00% | 39:24 | 34:12 | 34:12 | 37:31 | 44:08 | 44:43 | 09:56 | 07:21 |
 | Blight Stone | 2 | 1.19% | 16.3 | 50.00% | +0.60% | +50.00% | 0.00% | 0.00% | 33:12 | 28:57 | 28:57 | 37:26 | 37:26 | 37:26 | 08:29 | 06:17 |
 | Hood of Defiance | 2 | 1.19% | 14.3 | 50.00% | +0.60% | -50.00% | 0.00% | 0.00% | 29:14 | 25:09 | 25:09 | 33:19 | 33:19 | 33:19 | 08:10 | 06:02 |
 | Medallion of Courage | 2 | 1.19% | 12.2 | 50.00% | +0.60% | +50.00% | 0.00% | 0.00% | 33:12 | 28:57 | 28:57 | 37:26 | 37:26 | 37:26 | 08:29 | 06:17 |
 | Bracer | 1 | 0.60% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.60% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.60% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:58 | 51:58 | 51:58 | 51:58 | 51:58 | 51:58 | 00:00 | 00:00 |
 | Null Talisman | 2 | 1.19% | 4.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 13:03 | 05:17 | 05:17 | 20:49 | 20:49 | 20:49 | 15:32 | 11:30 |
 | Linken's Sphere | 1 | 0.60% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:06 | 49:06 | 49:06 | 49:06 | 49:06 | 49:06 | 00:00 | 00:00 |