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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 | |
 | Manta Style | 17 | 28.81% | 100.0 | 88.24% | +35.86% | +11.76% | -38.24% | -4.92% | 38:56 | 31:09 | 33:18 | 37:16 | 43:28 | 55:25 | 10:10 | 07:31 |
 | Yasha | 20 | 33.90% | 98.2 | 85.00% | +33.72% | +15.00% | -25.00% | -6.37% | 34:49 | 27:33 | 31:27 | 33:09 | 37:44 | 44:48 | 06:17 | 04:39 |
 | Aghanim's Scepter | 39 | 66.10% | 96.4 | 74.36% | +34.36% | +25.64% | -34.36% | -7.96% | 32:38 | 20:54 | 27:31 | 30:40 | 35:03 | 1:04:44 | 07:32 | 05:34 |
 | Falcon Blade | 6 | 10.17% | 94.5 | 100.00% | +41.51% | 0.00% | 0.00% | 0.00% | 05:53 | 04:14 | 04:52 | 05:05 | 07:56 | 08:01 | 03:04 | 02:16 |
 | Power Treads | 48 | 81.36% | 92.7 | 66.67% | +21.22% | +16.66% | +16.66% | 0.00% | 07:04 | 03:20 | 06:00 | 06:41 | 07:35 | 16:11 | 01:35 | 01:10 |
 | Magic Wand | 45 | 76.27% | 90.9 | 66.67% | +16.67% | -3.03% | -3.03% | 0.00% | 07:03 | -01:29 | 04:25 | 06:18 | 08:28 | 23:02 | 04:03 | 03:00 |
 | Black King Bar | 51 | 86.44% | 89.1 | 64.71% | +14.71% | +27.60% | -33.94% | -14.31% | 23:11 | 16:33 | 20:54 | 22:09 | 25:12 | 49:06 | 04:18 | 03:11 |
 | Boots of Speed | 59 | 100.00% | 87.3 | 62.71% | +62.71% | -2.71% | -2.71% | 0.00% | 05:01 | 01:33 | 03:55 | 04:54 | 05:32 | 08:49 | 01:37 | 01:11 |
 | Quelling Blade | 56 | 94.92% | 85.5 | 62.50% | -4.17% | +16.07% | +8.93% | 0.00% | -00:58 | -01:30 | -01:29 | -01:29 | -01:29 | 16:27 | 00:00 | 00:00 |
 | Blink Dagger | 58 | 98.31% | 83.6 | 62.07% | -37.93% | +17.93% | -19.21% | -17.27% | 12:52 | 09:30 | 11:22 | 12:40 | 13:31 | 22:17 | 02:09 | 01:35 |
 | Magic Stick | 49 | 83.05% | 81.8 | 61.22% | -8.78% | -27.89% | +13.78% | 10.16% | 02:54 | -01:30 | -01:19 | 01:47 | 05:25 | 18:44 | 06:44 | 04:59 |
 | Fluffy Hat | 11 | 18.64% | 80.0 | 72.73% | +12.31% | +27.27% | -72.73% | -15.96% | 11:48 | 03:03 | 04:05 | 07:58 | 10:21 | 36:22 | 06:16 | 04:38 |
 | Assault Cuirass | 6 | 10.17% | 78.2 | 83.33% | +22.95% | +16.67% | +16.67% | 0.00% | 39:22 | 28:47 | 30:25 | 37:24 | 46:58 | 54:27 | 16:33 | 12:15 |
 | Bracer | 33 | 55.93% | 76.4 | 54.55% | -18.53% | +7.95% | -4.55% | -12.50% | 01:58 | 01:10 | 01:27 | 01:40 | 02:22 | 05:29 | 00:55 | 00:40 |
 | Ring of Protection | 18 | 30.51% | 74.5 | 61.11% | -2.30% | -21.11% | +13.89% | 1.26% | 18:40 | -01:29 | 05:42 | 08:39 | 33:35 | 49:03 | 27:53 | 20:39 |
 | Buckler | 8 | 13.56% | 72.7 | 75.00% | +14.22% | +25.00% | +25.00% | 0.00% | 38:48 | 27:10 | 27:52 | 36:15 | 46:33 | 52:23 | 18:41 | 13:50 |
 | Octarine Core | 10 | 16.95% | 70.9 | 70.00% | +8.78% | -3.33% | -20.00% | -3.13% | 40:49 | 34:08 | 37:12 | 38:37 | 42:32 | 50:00 | 05:20 | 03:57 |
 | Void Stone | 21 | 35.59% | 69.1 | 57.14% | -8.65% | +2.86% | +42.86% | 1.27% | 20:37 | 05:14 | 06:42 | 10:37 | 38:12 | 48:30 | 31:30 | 23:20 |
 | Aghanim's Shard | 32 | 54.24% | 67.3 | 50.00% | -27.78% | +12.50% | +12.50% | 0.00% | 19:14 | 15:04 | 15:48 | 17:49 | 21:55 | 28:58 | 06:07 | 04:31 |
 | Morbid Mask | 3 | 5.08% | 65.5 | 100.00% | +39.29% | 0.00% | 0.00% | 0.00% | 45:50 | 39:34 | 39:34 | 48:51 | 49:04 | 49:04 | 09:30 | 07:02 |
 | Overwhelming Blink | 3 | 5.08% | 63.6 | 100.00% | +39.29% | 0.00% | 0.00% | 0.00% | 52:14 | 50:12 | 50:12 | 53:14 | 53:17 | 53:17 | 03:05 | 02:17 |
 | Boots of Travel 2 | 3 | 5.08% | 61.8 | 100.00% | +39.29% | 0.00% | 0.00% | 0.00% | 58:48 | 43:51 | 43:51 | 50:49 | 1:21:44 | 1:21:44 | 37:53 | 28:03 |
 | Aether Lens | 12 | 20.34% | 60.0 | 58.33% | -5.50% | -25.00% | +41.67% | 7.49% | 35:19 | 28:58 | 30:08 | 31:54 | 39:02 | 48:46 | 08:54 | 06:35 |
 | Soul Ring | 10 | 16.95% | 58.2 | 60.00% | -3.27% | +6.67% | -60.00% | -20.20% | 09:07 | 02:18 | 05:49 | 07:28 | 09:07 | 30:02 | 03:18 | 02:26 |
 | Heaven's Halberd | 6 | 10.17% | 56.4 | 66.67% | +4.41% | -16.67% | -66.67% | 0.00% | 35:38 | 29:16 | 32:49 | 32:56 | 37:50 | 44:40 | 05:01 | 03:42 |
 | Sange | 6 | 10.17% | 54.5 | 66.67% | +4.41% | -16.67% | -66.67% | 0.00% | 34:02 | 28:59 | 29:36 | 31:18 | 37:46 | 41:51 | 08:10 | 06:02 |
 | Wind Lace | 4 | 6.78% | 52.7 | 75.00% | +13.18% | +25.00% | +25.00% | 0.00% | 06:55 | 03:18 | 03:18 | 03:29 | 09:45 | 11:07 | 06:27 | 04:46 |
 | Orchid Malevolence | 2 | 3.39% | 50.9 | 100.00% | +38.60% | 0.00% | 0.00% | 0.00% | 54:54 | 41:28 | 41:28 | 1:08:20 | 1:08:20 | 1:08:20 | 26:52 | 19:54 |
 | Satanic | 2 | 3.39% | 49.1 | 100.00% | +38.60% | 0.00% | 0.00% | 0.00% | 44:30 | 39:43 | 39:43 | 49:16 | 49:16 | 49:16 | 09:33 | 07:04 |
 | Ring of Health | 13 | 22.03% | 47.3 | 46.15% | -21.24% | -12.82% | +20.52% | 5.59% | 10:27 | 02:22 | 02:55 | 03:45 | 08:53 | 1:13:53 | 05:58 | 04:25 |
 | Aghanim's Blessing | 5 | 8.47% | 45.5 | 60.00% | -2.96% | +40.00% | -60.00% | 0.00% | 56:26 | 45:11 | 45:11 | 54:24 | 1:01:50 | 1:08:15 | 16:39 | 12:20 |
 | Meteor Hammer | 12 | 20.34% | 43.6 | 41.67% | -26.42% | -8.34% | -8.34% | 0.00% | 08:56 | 07:07 | 07:25 | 07:57 | 10:25 | 12:46 | 03:00 | 02:13 |
 | Crown | 12 | 20.34% | 41.8 | 41.67% | -26.42% | -8.34% | -8.34% | 0.00% | 06:22 | 04:04 | 04:42 | 06:23 | 06:46 | 10:15 | 02:04 | 01:31 |
 | Boots of Travel | 3 | 5.08% | 40.0 | 66.67% | +4.17% | +33.33% | 0.00% | 0.00% | 49:15 | 38:18 | 38:18 | 54:21 | 55:05 | 55:05 | 16:47 | 12:25 |
 | Arcane Boots | 7 | 11.86% | 38.2 | 42.86% | -22.52% | +7.14% | +7.14% | 0.00% | 24:08 | 08:08 | 18:58 | 27:39 | 28:42 | 29:15 | 09:44 | 07:12 |
 | Javelin | 1 | 1.69% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.69% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:51 | 1:04:51 | 1:04:51 | 1:04:51 | 1:04:51 | 1:04:51 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.69% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:25 | 1:08:25 | 1:08:25 | 1:08:25 | 1:08:25 | 1:08:25 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.69% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:03 | 49:03 | 49:03 | 49:03 | 49:03 | 49:03 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.69% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.69% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.69% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 00:00 | 00:00 |
 | Radiance | 1 | 1.69% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.69% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.69% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:53 | 1:13:53 | 1:13:53 | 1:13:53 | 1:13:53 | 1:13:53 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.69% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:05 | 49:05 | 49:05 | 49:05 | 49:05 | 49:05 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.69% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 |
 | Hand of Midas | 5 | 8.47% | 14.5 | 40.00% | -24.81% | -40.00% | +60.00% | 0.00% | 15:04 | 10:38 | 10:38 | 15:24 | 18:06 | 19:54 | 07:28 | 05:31 |
 | Force Staff | 6 | 10.17% | 12.7 | 33.33% | -32.71% | -33.33% | -33.33% | 0.00% | 34:53 | 25:36 | 25:52 | 31:52 | 39:18 | 50:20 | 13:26 | 09:57 |
 | Moon Shard | 2 | 3.39% | 10.9 | 50.00% | -13.16% | +50.00% | 0.00% | 0.00% | 1:07:32 | 58:32 | 58:32 | 1:16:31 | 1:16:31 | 1:16:31 | 17:59 | 13:19 |
 | Scythe of Vyse | 1 | 1.69% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.69% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:53 | 59:53 | 59:53 | 59:53 | 59:53 | 59:53 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.69% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.69% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:31 | 59:31 | 59:31 | 59:31 | 59:31 | 59:31 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.69% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 00:00 | 00:00 |