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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 | |
 | Aghanim's Shard | 17 | 13.82% | 100.0 | 82.35% | +38.01% | -7.35% | +17.65% | 1.82% | 30:35 | 20:21 | 23:28 | 28:35 | 37:10 | 42:40 | 13:42 | 10:08 |
 | Overwhelming Blink | 10 | 8.13% | 98.1 | 90.00% | +43.98% | -23.33% | +10.00% | 10.05% | 38:35 | 35:49 | 36:51 | 37:41 | 40:10 | 42:45 | 03:19 | 02:27 |
 | Buckler | 40 | 32.52% | 96.3 | 65.00% | +22.83% | +5.00% | -15.00% | -2.48% | 30:25 | 18:49 | 25:46 | 30:13 | 33:50 | 49:50 | 08:04 | 05:58 |
 | Desolator | 94 | 76.42% | 94.4 | 56.38% | +28.79% | +14.45% | -17.25% | -11.60% | 18:09 | 14:42 | 16:35 | 17:56 | 19:19 | 23:37 | 02:44 | 02:01 |
 | Blink Dagger | 102 | 82.93% | 92.6 | 55.88% | +36.83% | -21.26% | +8.12% | 6.46% | 19:47 | 13:30 | 16:57 | 19:36 | 21:30 | 36:29 | 04:33 | 03:22 |
 | Assault Cuirass | 37 | 30.08% | 90.7 | 62.16% | +17.97% | +4.51% | -17.72% | -3.52% | 32:01 | 20:58 | 28:19 | 31:33 | 34:38 | 50:04 | 06:19 | 04:40 |
 | Blight Stone | 97 | 78.86% | 88.9 | 54.64% | +23.87% | +20.36% | -8.81% | -7.17% | 14:04 | 06:43 | 12:00 | 12:52 | 16:04 | 23:13 | 04:04 | 03:00 |
 | Soul Ring | 61 | 49.59% | 87.0 | 55.74% | +12.19% | +17.59% | +4.26% | -2.06% | 09:25 | 02:27 | 05:58 | 10:29 | 12:26 | 17:34 | 06:28 | 04:47 |
 | Ring of Protection | 82 | 66.67% | 85.2 | 53.66% | +12.20% | +8.24% | -3.66% | -1.03% | 12:52 | -01:29 | 05:37 | 10:22 | 17:11 | 37:21 | 11:34 | 08:34 |
 | Phase Boots | 120 | 97.56% | 83.3 | 50.83% | +50.83% | -10.83% | -0.83% | 1.96% | 09:49 | 04:57 | 06:50 | 10:56 | 11:56 | 19:50 | 05:06 | 03:46 |
 | Armlet of Mordiggian | 121 | 98.37% | 81.5 | 50.41% | +50.41% | +6.26% | -7.08% | -4.17% | 10:14 | 07:15 | 08:22 | 10:13 | 11:34 | 15:24 | 03:12 | 02:22 |
 | Helm of Iron Will | 121 | 98.37% | 79.6 | 50.41% | +50.41% | +12.92% | -10.41% | -4.73% | 05:33 | 02:21 | 03:25 | 03:55 | 08:21 | 13:20 | 04:56 | 03:39 |
 | Chainmail | 121 | 98.37% | 77.8 | 50.41% | +50.41% | -7.08% | -10.41% | -0.57% | 08:42 | 01:48 | 05:21 | 10:19 | 11:09 | 22:00 | 05:48 | 04:17 |
 | Ring of Health | 16 | 13.01% | 75.9 | 68.75% | +22.02% | +6.25% | +6.25% | 0.00% | 47:06 | 34:03 | 39:45 | 45:07 | 50:47 | 1:09:30 | 11:02 | 08:10 |
 | Boots of Speed | 123 | 100.00% | 74.1 | 49.59% | +49.59% | -1.20% | -4.43% | -0.66% | 06:38 | 01:39 | 04:05 | 06:31 | 08:59 | 12:03 | 04:54 | 03:37 |
 | Quelling Blade | 123 | 100.00% | 72.2 | 49.59% | +49.59% | -10.88% | +2.02% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | 00:28 | 00:00 | 00:00 |
 | Black King Bar | 92 | 74.80% | 70.4 | 51.09% | +5.93% | +9.78% | -16.31% | -6.39% | 27:18 | 19:28 | 24:18 | 26:02 | 28:23 | 54:36 | 04:05 | 03:01 |
 | Orchid Malevolence | 9 | 7.32% | 68.5 | 77.78% | +30.41% | +22.22% | -77.78% | 0.00% | 33:19 | 28:59 | 29:25 | 32:33 | 35:12 | 39:31 | 05:47 | 04:17 |
 | Silver Edge | 25 | 20.33% | 66.7 | 60.00% | +13.06% | +6.67% | +6.67% | 0.00% | 32:15 | 22:59 | 28:48 | 32:12 | 33:26 | 42:36 | 04:38 | 03:25 |
 | Eye of Skadi | 11 | 8.94% | 64.8 | 72.73% | +25.41% | -6.06% | -6.06% | 0.00% | 32:56 | 27:23 | 29:30 | 33:37 | 34:36 | 38:14 | 05:06 | 03:46 |
 | Magic Wand | 73 | 59.35% | 63.0 | 49.32% | -0.68% | -27.10% | -10.43% | 2.34% | 10:52 | 02:46 | 06:14 | 11:36 | 13:21 | 21:26 | 07:07 | 05:16 |
 | Shadow Blade | 26 | 21.14% | 61.1 | 57.69% | +10.27% | -14.83% | +25.64% | 11.09% | 28:54 | 16:47 | 27:44 | 29:05 | 31:23 | 41:59 | 03:39 | 02:42 |
 | Crystalys | 26 | 21.14% | 59.3 | 57.69% | +10.27% | -0.55% | +8.98% | 2.74% | 32:01 | 22:52 | 29:48 | 32:02 | 33:17 | 42:01 | 03:29 | 02:34 |
 | Magic Stick | 81 | 65.85% | 57.4 | 46.91% | -7.85% | +18.09% | +8.09% | -3.59% | 02:27 | -01:29 | -01:29 | 00:43 | 04:16 | 17:48 | 05:45 | 04:15 |
 | Swift Blink | 16 | 13.01% | 55.6 | 62.50% | +14.84% | -12.50% | +12.50% | 2.93% | 42:19 | 35:26 | 37:38 | 41:00 | 46:10 | 52:35 | 08:32 | 06:19 |
 | Maelstrom | 6 | 4.88% | 53.7 | 83.33% | +35.47% | +16.67% | +16.67% | 0.00% | 31:02 | 19:52 | 29:37 | 31:53 | 34:16 | 37:08 | 04:39 | 03:26 |
 | Bloodthorn | 6 | 4.88% | 51.9 | 83.33% | +35.47% | +16.67% | -83.33% | 0.00% | 35:05 | 31:59 | 32:51 | 34:40 | 35:56 | 39:31 | 03:05 | 02:17 |
 | Mjollnir | 6 | 4.88% | 50.0 | 83.33% | +35.47% | +16.67% | -83.33% | 0.00% | 33:42 | 24:07 | 32:35 | 33:24 | 37:32 | 40:07 | 04:57 | 03:40 |
 | Abyssal Blade | 8 | 6.50% | 48.1 | 75.00% | +27.17% | +25.00% | +25.00% | 0.00% | 43:02 | 34:18 | 37:56 | 43:41 | 47:13 | 51:00 | 09:17 | 06:52 |
 | Vanguard | 8 | 6.50% | 46.3 | 75.00% | +27.17% | +25.00% | +25.00% | 0.00% | 42:52 | 34:03 | 37:40 | 43:30 | 46:53 | 50:47 | 09:13 | 06:49 |
 | Skull Basher | 13 | 10.57% | 44.4 | 61.54% | +13.36% | +5.13% | +38.46% | 3.33% | 43:59 | 30:05 | 36:33 | 43:30 | 46:33 | 1:09:06 | 10:00 | 07:24 |
 | Moon Shard | 3 | 2.44% | 42.6 | 100.00% | +51.67% | 0.00% | 0.00% | 0.00% | 39:18 | 26:56 | 26:56 | 35:04 | 55:53 | 55:53 | 28:57 | 21:26 |
 | Void Stone | 8 | 6.50% | 40.7 | 62.50% | +13.80% | -12.50% | +37.50% | 0.00% | 51:20 | 39:45 | 41:24 | 48:44 | 54:00 | 1:09:30 | 12:36 | 09:20 |
 | Javelin | 17 | 13.82% | 38.9 | 47.06% | -2.94% | +2.94% | +2.94% | 0.00% | 36:48 | 19:52 | 29:37 | 33:24 | 37:08 | 1:11:57 | 07:31 | 05:34 |
 | Refresher Orb | 6 | 4.88% | 37.0 | 66.67% | +17.95% | -16.67% | +33.33% | 0.00% | 51:52 | 41:27 | 45:19 | 48:44 | 54:12 | 1:09:30 | 08:53 | 06:34 |
 | Aghanim's Blessing | 2 | 1.63% | 35.2 | 100.00% | +51.24% | 0.00% | 0.00% | 0.00% | 55:17 | 54:03 | 54:03 | 56:31 | 56:31 | 56:31 | 02:28 | 01:49 |
 | Wraith Band | 2 | 1.63% | 33.3 | 100.00% | +51.24% | 0.00% | 0.00% | 0.00% | 02:13 | -01:29 | -01:29 | 05:55 | 05:55 | 05:55 | 07:24 | 05:28 |
 | Radiance | 8 | 6.50% | 31.5 | 50.00% | +0.43% | +50.00% | 0.00% | 0.00% | 20:43 | 18:51 | 19:27 | 20:14 | 20:45 | 23:15 | 01:18 | 00:57 |
 | Divine Rapier | 5 | 4.07% | 29.6 | 60.00% | +10.85% | -60.00% | -60.00% | 0.00% | 47:22 | 44:22 | 44:22 | 48:16 | 48:17 | 50:45 | 03:55 | 02:54 |
 | Aghanim's Scepter | 3 | 2.44% | 27.8 | 66.67% | +17.50% | -66.67% | 0.00% | 0.00% | 48:53 | 36:06 | 36:06 | 54:03 | 56:31 | 56:31 | 20:25 | 15:07 |
 | Wind Lace | 1 | 0.81% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:24 | 06:24 | 06:24 | 06:24 | 06:24 | 06:24 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.81% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.81% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:43 | 01:43 | 01:43 | 01:43 | 01:43 | 01:43 | 00:00 | 00:00 |
 | Bracer | 5 | 4.07% | 20.4 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 03:39 | 02:11 | 02:11 | 02:43 | 04:02 | 06:57 | 01:51 | 01:22 |
 | Monkey King Bar | 9 | 7.32% | 18.5 | 22.22% | -29.53% | -22.22% | +27.78% | 0.00% | 38:28 | 27:36 | 28:07 | 35:59 | 36:18 | 1:12:12 | 08:11 | 06:03 |
 | Satanic | 2 | 1.63% | 16.7 | 50.00% | +0.41% | -50.00% | 0.00% | 0.00% | 51:42 | 42:19 | 42:19 | 1:01:04 | 1:01:04 | 1:01:04 | 18:45 | 13:53 |
 | Morbid Mask | 2 | 1.63% | 14.8 | 50.00% | +0.41% | -50.00% | 0.00% | 0.00% | 50:52 | 41:16 | 41:16 | 60:28 | 60:28 | 60:28 | 19:12 | 14:13 |
 | Heaven's Halberd | 4 | 3.25% | 13.0 | 25.00% | -25.42% | -25.00% | -25.00% | 0.00% | 24:04 | 16:09 | 16:09 | 20:37 | 22:29 | 37:01 | 06:20 | 04:41 |
 | Sange | 5 | 4.07% | 11.1 | 20.00% | -30.85% | -20.00% | -20.00% | 0.00% | 22:02 | 14:17 | 14:17 | 20:28 | 22:52 | 36:57 | 08:35 | 06:21 |
 | Nullifier | 1 | 0.81% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.81% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.81% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 1.63% | 3.7 | 0.00% | -50.41% | 0.00% | 0.00% | 0.00% | 12:01 | 11:48 | 11:48 | 12:14 | 12:14 | 12:14 | 00:26 | 00:19 |
 | Power Treads | 3 | 2.44% | 1.9 | 0.00% | -50.83% | 0.00% | 0.00% | 0.00% | 11:10 | 06:18 | 06:18 | 13:21 | 13:52 | 13:52 | 07:34 | 05:36 |