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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 | |
 | Satanic | 31 | 25.62% | 100.0 | 61.29% | +21.29% | +26.21% | -11.29% | -3.93% | 37:10 | 23:25 | 30:56 | 36:19 | 40:28 | 1:02:54 | 09:32 | 07:03 |
 | Linken's Sphere | 31 | 25.62% | 98.0 | 61.29% | +21.29% | +13.71% | -11.29% | -6.10% | 21:09 | 13:09 | 15:07 | 16:19 | 19:13 | 53:23 | 04:06 | 03:02 |
 | Void Stone | 34 | 28.10% | 95.9 | 58.82% | +18.59% | +7.85% | -8.82% | -1.25% | 20:10 | 06:55 | 09:53 | 11:35 | 23:11 | 1:08:48 | 13:18 | 09:51 |
 | Ring of Health | 33 | 27.27% | 93.9 | 57.58% | +16.67% | +4.92% | -7.58% | -1.13% | 16:39 | 02:49 | 06:49 | 08:41 | 17:53 | 1:08:48 | 11:04 | 08:11 |
 | Crystalys | 53 | 43.80% | 91.8 | 52.83% | +13.12% | +16.40% | -22.06% | -4.60% | 34:56 | 24:09 | 30:10 | 34:25 | 38:32 | 48:13 | 08:22 | 06:11 |
 | Magic Wand | 108 | 89.26% | 89.8 | 48.15% | +25.07% | +3.70% | -3.71% | -1.05% | 06:02 | -01:30 | 02:44 | 05:29 | 09:48 | 17:53 | 07:04 | 05:14 |
 | Butterfly | 13 | 10.74% | 87.8 | 69.23% | +26.64% | -35.90% | +30.77% | 0.00% | 33:48 | 27:11 | 30:14 | 34:54 | 36:39 | 37:33 | 06:25 | 04:45 |
 | Boots of Speed | 121 | 100.00% | 85.7 | 45.45% | +45.45% | -2.12% | +4.55% | 2.84% | 05:40 | 01:59 | 04:28 | 05:32 | 06:49 | 09:47 | 02:21 | 01:44 |
 | Power Treads | 121 | 100.00% | 83.7 | 45.45% | +45.45% | -2.12% | -5.45% | -1.25% | 07:34 | 05:10 | 06:05 | 07:26 | 08:45 | 12:03 | 02:40 | 01:58 |
 | Fluffy Hat | 68 | 56.20% | 81.6 | 48.53% | +7.02% | +4.41% | +4.41% | 0.00% | 08:58 | 01:04 | 04:50 | 07:25 | 09:35 | 37:29 | 04:45 | 03:31 |
 | Magic Stick | 100 | 82.64% | 79.6 | 46.00% | +3.14% | +2.00% | +2.00% | 0.00% | 01:21 | -01:30 | -01:29 | -01:29 | 02:09 | 17:06 | 03:38 | 02:41 |
 | Yasha | 112 | 92.56% | 77.6 | 43.75% | -22.92% | +6.25% | +2.68% | -1.25% | 14:55 | 10:50 | 13:13 | 14:16 | 16:04 | 26:46 | 02:51 | 02:06 |
 | Eye of Skadi | 71 | 58.68% | 75.5 | 46.48% | +2.48% | +42.41% | -35.37% | -12.48% | 28:39 | 17:47 | 24:44 | 27:29 | 30:58 | 45:50 | 06:14 | 04:37 |
 | Wind Lace | 8 | 6.61% | 73.5 | 75.00% | +31.64% | -25.00% | -25.00% | 0.00% | 11:28 | 06:09 | 07:20 | 08:58 | 16:14 | 18:30 | 08:54 | 06:35 |
 | Aghanim's Scepter | 52 | 42.98% | 71.4 | 48.08% | +4.60% | -1.93% | -9.62% | -1.41% | 27:26 | 20:53 | 23:50 | 26:47 | 29:17 | 39:07 | 05:27 | 04:02 |
 | Manta Style | 101 | 83.47% | 69.4 | 43.56% | -11.44% | +16.44% | -3.56% | -5.08% | 19:22 | 14:43 | 17:06 | 18:39 | 21:02 | 29:44 | 03:56 | 02:54 |
 | Daedalus | 33 | 27.27% | 67.3 | 51.52% | +8.34% | +10.98% | -14.02% | -3.38% | 37:18 | 26:55 | 33:21 | 35:59 | 40:45 | 48:26 | 07:24 | 05:28 |
 | Falcon Blade | 59 | 48.76% | 65.3 | 45.76% | +0.60% | -5.76% | -5.76% | 0.00% | 07:52 | 03:54 | 05:45 | 08:06 | 09:46 | 12:08 | 04:01 | 02:58 |
 | Morbid Mask | 68 | 56.20% | 63.3 | 44.12% | -3.05% | -14.71% | +14.70% | 8.13% | 12:45 | 03:30 | 06:46 | 08:22 | 10:23 | 49:26 | 03:37 | 02:40 |
 | Hurricane Pike | 15 | 12.40% | 61.2 | 60.00% | +16.60% | +40.00% | -35.00% | -9.39% | 29:21 | 20:44 | 23:19 | 30:40 | 31:18 | 39:00 | 07:59 | 05:54 |
 | Scythe of Vyse | 3 | 2.48% | 59.2 | 100.00% | +55.93% | 0.00% | 0.00% | 0.00% | 39:08 | 36:31 | 36:31 | 40:06 | 40:47 | 40:47 | 04:16 | 03:09 |
 | Force Staff | 14 | 11.57% | 57.1 | 57.14% | +13.21% | +42.86% | -23.81% | -8.02% | 28:49 | 19:29 | 23:02 | 29:47 | 31:21 | 38:32 | 08:19 | 06:09 |
 | Wraith Band | 76 | 62.81% | 55.1 | 39.47% | -16.09% | +2.64% | +7.90% | 4.21% | 02:49 | 00:09 | 01:52 | 02:17 | 03:07 | 10:04 | 01:15 | 00:55 |
 | Black King Bar | 73 | 60.33% | 53.1 | 39.73% | -14.44% | -6.40% | -6.40% | 0.00% | 29:14 | 19:29 | 23:21 | 28:25 | 33:52 | 49:15 | 10:31 | 07:47 |
 | Dragon Lance | 40 | 33.06% | 51.0 | 42.50% | -4.41% | -2.50% | -2.50% | 0.00% | 14:36 | 09:21 | 11:12 | 13:25 | 16:58 | 27:28 | 05:46 | 04:16 |
 | Silver Edge | 10 | 8.26% | 49.0 | 60.00% | +15.86% | +6.67% | -10.00% | 0.00% | 37:48 | 30:12 | 32:27 | 37:01 | 40:16 | 51:12 | 07:49 | 05:47 |
 | Shadow Blade | 10 | 8.26% | 46.9 | 60.00% | +15.86% | +6.67% | -10.00% | 0.00% | 36:31 | 27:27 | 32:01 | 32:44 | 38:52 | 51:09 | 06:51 | 05:04 |
 | Quelling Blade | 33 | 27.27% | 44.9 | 42.42% | -4.17% | +20.08% | -17.42% | 0.00% | -00:37 | -01:29 | -01:29 | -01:29 | -01:29 | 11:45 | 00:00 | 00:00 |
 | Aghanim's Shard | 32 | 26.45% | 42.9 | 40.63% | -6.56% | +34.37% | -3.13% | -1.80% | 29:15 | 15:13 | 18:11 | 26:44 | 39:03 | 50:19 | 20:52 | 15:27 |
 | Sange | 6 | 4.96% | 40.8 | 66.67% | +22.32% | -16.67% | +33.33% | 0.00% | 20:39 | 13:34 | 14:53 | 15:29 | 28:50 | 31:16 | 13:57 | 10:20 |
 | Swift Blink | 6 | 4.96% | 38.8 | 66.67% | +22.32% | +33.33% | +33.33% | 0.00% | 42:49 | 37:32 | 40:54 | 41:28 | 46:55 | 47:29 | 06:01 | 04:27 |
 | Sange and Yasha | 6 | 4.96% | 36.7 | 66.67% | +22.32% | -16.67% | +33.33% | 0.00% | 20:56 | 13:51 | 15:17 | 16:03 | 28:50 | 31:43 | 13:33 | 10:02 |
 | Blink Dagger | 8 | 6.61% | 34.7 | 50.00% | +4.87% | -50.00% | 0.00% | 0.00% | 39:38 | 31:51 | 32:15 | 40:38 | 42:15 | 47:16 | 10:00 | 07:24 |
 | Aghanim's Blessing | 8 | 6.61% | 32.7 | 37.50% | -8.52% | -37.50% | -37.50% | 0.00% | 52:13 | 42:48 | 49:21 | 49:28 | 52:18 | 1:07:10 | 02:57 | 02:11 |
 | Orchid Malevolence | 1 | 0.83% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 00:00 | 00:00 |
 | Bottle | 5 | 4.13% | 28.6 | 40.00% | -5.69% | -40.00% | -40.00% | 0.00% | 18:14 | 01:49 | 01:49 | 01:54 | 40:54 | 44:40 | 39:05 | 28:57 |
 | Bracer | 2 | 1.65% | 26.5 | 50.00% | +4.62% | +50.00% | 0.00% | 0.00% | 02:12 | 02:12 | 02:12 | 02:12 | 02:12 | 02:12 | 00:00 | 00:00 |
 | Aether Lens | 2 | 1.65% | 24.5 | 50.00% | +4.62% | -50.00% | 0.00% | 0.00% | 45:26 | 41:14 | 41:14 | 49:38 | 49:38 | 49:38 | 08:24 | 06:13 |
 | Octarine Core | 2 | 1.65% | 22.4 | 50.00% | +4.62% | -50.00% | 0.00% | 0.00% | 45:28 | 41:17 | 41:17 | 49:38 | 49:38 | 49:38 | 08:21 | 06:11 |
 | Moon Shard | 2 | 1.65% | 20.4 | 50.00% | +4.62% | +50.00% | 0.00% | 0.00% | 56:58 | 53:40 | 53:40 | 60:16 | 60:16 | 60:16 | 06:36 | 04:53 |
 | Mage Slayer | 1 | 0.83% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.83% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 00:00 | 00:00 |
 | Refresher Orb | 4 | 3.31% | 14.3 | 0.00% | -47.01% | 0.00% | 0.00% | 0.00% | 55:16 | 46:37 | 46:37 | 48:06 | 57:34 | 1:08:48 | 10:57 | 08:06 |
 | Monkey King Bar | 1 | 0.83% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.83% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 |
 | Mask of Madness | 3 | 2.48% | 8.2 | 0.00% | -46.61% | 0.00% | 0.00% | 0.00% | 29:23 | 28:20 | 28:20 | 29:30 | 30:18 | 30:18 | 01:58 | 01:27 |
 | Javelin | 2 | 1.65% | 6.1 | 0.00% | -46.22% | 0.00% | 0.00% | 0.00% | 49:01 | 29:34 | 29:34 | 1:08:28 | 1:08:28 | 1:08:28 | 38:54 | 28:48 |
 | Maelstrom | 1 | 0.83% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.83% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 00:00 | 00:00 |