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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 | |
 | Arcane Boots | 42 | 47.19% | 100.0 | 61.90% | +25.73% | +1.74% | +18.10% | 2.80% | 14:36 | 06:51 | 10:27 | 13:17 | 16:17 | 32:59 | 05:50 | 04:19 |
 | Force Staff | 56 | 62.92% | 97.6 | 53.57% | +14.18% | +10.72% | +10.72% | 0.00% | 25:03 | 15:37 | 20:43 | 23:59 | 27:58 | 44:43 | 07:15 | 05:22 |
 | Glimmer Cape | 35 | 39.33% | 95.1 | 57.14% | +14.55% | +9.53% | +9.53% | 0.00% | 28:59 | 18:42 | 23:17 | 27:05 | 33:29 | 49:03 | 10:12 | 07:33 |
 | Void Stone | 23 | 25.84% | 92.7 | 60.87% | +16.93% | +5.80% | -10.87% | -1.39% | 33:48 | 18:08 | 24:49 | 32:41 | 36:51 | 58:08 | 12:02 | 08:54 |
 | Aether Lens | 19 | 21.35% | 90.2 | 63.16% | +18.87% | -3.16% | +16.84% | 2.06% | 33:36 | 20:04 | 25:35 | 33:09 | 35:17 | 57:16 | 09:42 | 07:11 |
 | Magic Stick | 84 | 94.38% | 87.8 | 48.81% | +8.81% | -10.71% | +8.33% | 3.62% | 03:44 | -01:30 | -01:29 | 02:45 | 06:45 | 18:50 | 08:14 | 06:05 |
 | Boots of Speed | 89 | 100.00% | 85.4 | 48.31% | +48.31% | +19.87% | -25.58% | -13.11% | 07:18 | -01:29 | 05:34 | 07:10 | 09:02 | 15:21 | 03:28 | 02:34 |
 | Fluffy Hat | 68 | 76.40% | 82.9 | 48.53% | +0.91% | +4.41% | +4.41% | 0.00% | 15:44 | 02:01 | 12:14 | 15:04 | 17:24 | 38:00 | 05:10 | 03:49 |
 | Magic Wand | 76 | 85.39% | 80.5 | 47.37% | -6.48% | +5.26% | -26.32% | -7.29% | 11:05 | -01:29 | 08:36 | 10:56 | 12:56 | 27:01 | 04:20 | 03:12 |
 | Boots of Bearing | 6 | 6.74% | 78.0 | 83.33% | +37.55% | +16.67% | +16.67% | 0.00% | 33:56 | 31:28 | 31:38 | 33:42 | 36:27 | 36:28 | 04:49 | 03:34 |
 | Mekansm | 8 | 8.99% | 75.6 | 75.00% | +29.32% | -75.00% | +25.00% | 0.00% | 19:18 | 13:08 | 16:13 | 18:12 | 21:53 | 25:25 | 05:40 | 04:11 |
 | Chainmail | 10 | 11.24% | 73.2 | 70.00% | +24.43% | -36.67% | +30.00% | 9.69% | 17:45 | 10:43 | 14:27 | 16:04 | 21:20 | 27:06 | 06:53 | 05:05 |
 | Aghanim's Scepter | 10 | 11.24% | 70.7 | 70.00% | +24.43% | -3.33% | -20.00% | -2.45% | 42:10 | 27:19 | 39:08 | 39:53 | 45:57 | 58:34 | 06:49 | 05:02 |
 | Wind Lace | 59 | 66.29% | 68.3 | 45.76% | -7.57% | -25.76% | +0.91% | 2.80% | 14:10 | -01:12 | 07:46 | 11:03 | 17:17 | 42:52 | 09:31 | 07:02 |
 | Ring of Protection | 7 | 7.87% | 65.9 | 71.43% | +25.09% | -21.43% | -21.43% | 0.00% | 25:36 | 13:55 | 23:04 | 27:56 | 28:08 | 29:55 | 05:04 | 03:45 |
 | Buckler | 7 | 7.87% | 63.4 | 71.43% | +25.09% | -21.43% | -21.43% | 0.00% | 25:57 | 13:56 | 23:05 | 27:56 | 28:08 | 32:13 | 05:03 | 03:44 |
 | Tranquil Boots | 41 | 46.07% | 61.0 | 43.90% | -8.18% | +6.10% | -13.90% | -1.28% | 19:51 | 08:44 | 12:35 | 14:12 | 28:10 | 45:23 | 15:35 | 11:32 |
 | Ring of Basilius | 12 | 13.48% | 58.5 | 58.33% | +11.58% | +8.34% | +8.34% | 0.00% | 14:05 | 05:29 | 10:28 | 12:48 | 14:53 | 27:57 | 04:25 | 03:16 |
 | Headdress | 10 | 11.24% | 56.1 | 60.00% | +13.16% | -26.67% | +40.00% | 9.22% | 17:28 | 09:48 | 14:02 | 16:28 | 21:16 | 23:45 | 07:14 | 05:21 |
 | Veil of Discord | 8 | 8.99% | 53.7 | 62.50% | +15.59% | -12.50% | -62.50% | 0.00% | 17:12 | 14:23 | 15:40 | 15:45 | 18:04 | 23:08 | 02:24 | 01:46 |
 | Crown | 11 | 12.36% | 51.2 | 54.55% | +7.11% | -21.22% | -21.22% | 0.00% | 18:37 | 10:55 | 12:04 | 14:27 | 16:44 | 51:18 | 04:40 | 03:27 |
 | Guardian Greaves | 6 | 6.74% | 48.8 | 66.67% | +19.68% | -16.67% | -66.67% | 0.00% | 26:35 | 16:01 | 23:59 | 28:51 | 29:28 | 32:14 | 05:29 | 04:03 |
 | Aghanim's Shard | 12 | 13.48% | 46.3 | 50.00% | +1.95% | -16.67% | +50.00% | 4.32% | 35:05 | 23:57 | 26:44 | 32:23 | 42:09 | 48:25 | 15:25 | 11:25 |
 | Drum of Endurance | 12 | 13.48% | 43.9 | 50.00% | +1.95% | +16.67% | -16.67% | -2.76% | 24:47 | 16:22 | 18:18 | 19:45 | 30:24 | 40:36 | 12:06 | 08:57 |
 | Ghost Scepter | 7 | 7.87% | 41.5 | 57.14% | +9.58% | -7.14% | -7.14% | 0.00% | 38:01 | 26:23 | 26:46 | 38:58 | 40:03 | 53:56 | 13:17 | 09:50 |
 | Quelling Blade | 9 | 10.11% | 39.0 | 44.44% | -4.31% | -44.44% | +5.56% | 5.09% | 14:34 | -01:29 | 09:03 | 10:42 | 18:52 | 36:16 | 09:49 | 07:16 |
 | Eul's Scepter of Divinity | 3 | 3.37% | 36.6 | 66.67% | +19.00% | -66.67% | 0.00% | 0.00% | 28:59 | 18:55 | 18:55 | 28:37 | 39:26 | 39:26 | 20:31 | 15:11 |
 | Aeon Disk | 7 | 7.87% | 34.1 | 42.86% | -5.92% | +7.14% | -42.86% | 0.00% | 50:35 | 36:50 | 41:04 | 52:21 | 52:43 | 1:07:13 | 11:39 | 08:37 |
 | Blink Dagger | 7 | 7.87% | 31.7 | 42.86% | -5.92% | +7.14% | +7.14% | 0.00% | 37:27 | 26:09 | 27:12 | 34:50 | 42:36 | 56:45 | 15:24 | 11:24 |
 | Solar Crest | 1 | 1.12% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.12% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.12% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:21 | 59:21 | 59:21 | 59:21 | 59:21 | 59:21 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.12% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.12% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.12% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.12% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 00:00 | 00:00 |
 | Boots of Travel | 7 | 7.87% | 12.2 | 28.57% | -21.43% | -28.57% | -28.57% | 0.00% | 48:22 | 41:23 | 42:14 | 45:51 | 47:22 | 1:02:29 | 05:08 | 03:48 |
 | Ring of Health | 3 | 3.37% | 9.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 40:10 | 22:03 | 22:03 | 40:18 | 58:08 | 58:08 | 36:05 | 26:43 |
 | Lotus Orb | 1 | 1.12% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.12% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:08 | 58:08 | 58:08 | 58:08 | 58:08 | 58:08 | 00:00 | 00:00 |
 | Dagon | 1 | 1.12% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 00:00 | 00:00 |