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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 Scepter | 60 | 40.27% | 100.0 | 58.33% | +23.50% | +21.67% | +1.67% | -2.78% | 33:05 | 21:14 | 29:22 | 32:02 | 36:33 | 49:36 | 07:11 | 05:19 |
 | Aether Lens | 12 | 8.05% | 97.9 | 75.00% | +33.39% | -8.33% | +25.00% | 1.56% | 36:50 | 11:05 | 25:28 | 37:06 | 46:49 | 53:17 | 21:21 | 15:48 |
 | Void Stone | 36 | 24.16% | 95.8 | 58.33% | +18.51% | +8.34% | -2.77% | -0.71% | 36:20 | 10:52 | 27:49 | 35:35 | 43:34 | 56:02 | 15:45 | 11:40 |
 | Mage Slayer | 9 | 6.04% | 93.8 | 77.78% | +35.64% | +22.22% | -27.78% | 0.00% | 39:58 | 14:05 | 24:56 | 44:10 | 46:52 | 60:42 | 21:56 | 16:14 |
 | Black King Bar | 126 | 84.56% | 91.7 | 46.83% | +16.40% | +21.92% | -11.35% | -6.38% | 25:27 | 16:11 | 22:31 | 24:53 | 27:44 | 41:18 | 05:13 | 03:51 |
 | Overwhelming Blink | 11 | 7.38% | 89.6 | 72.73% | +30.70% | -6.06% | -6.06% | 0.00% | 47:11 | 36:29 | 37:14 | 45:56 | 47:47 | 1:07:00 | 10:33 | 07:48 |
 | Aghanim's Shard | 135 | 90.60% | 87.5 | 45.93% | +17.36% | +9.95% | -1.81% | -3.16% | 18:28 | 15:00 | 15:41 | 17:15 | 19:24 | 36:09 | 03:43 | 02:45 |
 | Power Treads | 135 | 90.60% | 85.4 | 45.93% | +17.36% | +1.13% | -7.69% | -4.99% | 08:37 | 04:48 | 07:11 | 07:57 | 08:57 | 25:18 | 01:46 | 01:18 |
 | Blink Dagger | 146 | 97.99% | 83.3 | 44.52% | +11.19% | +17.64% | -2.85% | -9.11% | 13:28 | 09:43 | 11:56 | 12:54 | 14:11 | 37:04 | 02:15 | 01:40 |
 | Soul Ring | 126 | 84.56% | 81.3 | 45.24% | +6.11% | +1.64% | +12.82% | 2.93% | 07:33 | 01:44 | 04:35 | 06:19 | 08:24 | 24:37 | 03:49 | 02:49 |
 | Ring of Protection | 126 | 84.56% | 79.2 | 45.24% | +6.11% | -4.61% | +9.60% | 2.88% | 06:12 | -01:29 | 03:01 | 05:08 | 07:57 | 20:59 | 04:56 | 03:39 |
 | Boots of Speed | 149 | 100.00% | 77.1 | 44.30% | +44.30% | -6.46% | +1.65% | 3.63% | 05:01 | -01:29 | 03:59 | 05:12 | 06:13 | 08:18 | 02:14 | 01:39 |
 | Bracer | 127 | 85.23% | 75.0 | 44.09% | -1.36% | -3.46% | -6.59% | -3.13% | 02:13 | -01:29 | 01:33 | 01:59 | 02:32 | 06:01 | 00:59 | 00:43 |
 | Magic Stick | 115 | 77.18% | 72.9 | 43.48% | -3.58% | +8.24% | -19.34% | -10.89% | 02:58 | -01:29 | 01:06 | 02:03 | 03:38 | 17:25 | 02:32 | 01:52 |
 | Ring of Health | 12 | 8.05% | 70.8 | 66.67% | +24.33% | +33.33% | 0.00% | -1.93% | 44:46 | 27:48 | 33:32 | 39:08 | 50:46 | 1:09:48 | 17:14 | 12:45 |
 | Lotus Orb | 8 | 5.37% | 68.8 | 75.00% | +32.45% | +25.00% | -25.00% | 0.00% | 38:17 | 28:23 | 32:52 | 35:29 | 39:43 | 51:02 | 06:51 | 05:04 |
 | Quelling Blade | 131 | 87.92% | 66.7 | 41.98% | -19.13% | +0.44% | +3.47% | 0.00% | -01:11 | -01:30 | -01:29 | -01:29 | -01:29 | 16:00 | 00:00 | 00:00 |
 | Manta Style | 17 | 11.41% | 64.6 | 58.82% | +16.40% | +16.18% | -8.82% | -2.05% | 40:53 | 27:15 | 32:05 | 38:18 | 44:17 | 1:03:26 | 12:12 | 09:02 |
 | Yasha | 20 | 13.42% | 62.5 | 55.00% | +12.36% | +5.00% | -15.00% | -1.44% | 38:25 | 25:39 | 29:05 | 36:43 | 43:00 | 1:01:53 | 13:55 | 10:18 |
 | Magic Wand | 97 | 65.10% | 60.4 | 40.21% | -11.71% | +1.46% | +5.62% | 0.89% | 06:24 | -01:29 | 03:35 | 05:54 | 08:14 | 26:07 | 04:39 | 03:26 |
 | Bloodthorn | 7 | 4.70% | 58.3 | 71.43% | +28.47% | +28.57% | -21.43% | 0.00% | 45:37 | 27:08 | 42:10 | 46:56 | 47:24 | 60:54 | 05:14 | 03:52 |
 | Octarine Core | 5 | 3.36% | 56.3 | 80.00% | +36.94% | +20.00% | +20.00% | 0.00% | 47:25 | 38:14 | 38:14 | 47:54 | 50:47 | 53:20 | 12:33 | 09:17 |
 | Buckler | 12 | 8.05% | 54.2 | 58.33% | +15.26% | +8.34% | -25.00% | -3.53% | 37:22 | 26:25 | 29:57 | 31:37 | 39:23 | 1:04:07 | 09:26 | 06:59 |
 | Orchid Malevolence | 18 | 12.08% | 52.1 | 50.00% | +6.49% | +10.00% | 0.00% | -1.22% | 34:32 | 23:22 | 29:40 | 32:18 | 37:50 | 50:52 | 08:10 | 06:02 |
 | Assault Cuirass | 9 | 6.04% | 50.0 | 55.56% | +11.99% | +44.44% | -5.56% | 0.00% | 38:33 | 29:44 | 30:14 | 33:00 | 39:42 | 1:04:30 | 09:28 | 07:00 |
 | Refresher Orb | 2 | 1.34% | 47.9 | 100.00% | +56.46% | 0.00% | 0.00% | 0.00% | 1:08:03 | 1:06:07 | 1:06:07 | 1:09:59 | 1:09:59 | 1:09:59 | 03:52 | 02:51 |
 | Heaven's Halberd | 19 | 12.75% | 45.8 | 36.84% | -8.54% | +23.16% | -36.84% | -9.16% | 34:58 | 21:24 | 30:57 | 34:12 | 37:30 | 48:20 | 06:33 | 04:51 |
 | Sange | 20 | 13.42% | 43.8 | 35.00% | -10.74% | +25.00% | -35.00% | -13.14% | 32:55 | 17:42 | 30:21 | 32:46 | 34:55 | 43:46 | 04:34 | 03:22 |
 | Tranquil Boots | 3 | 2.01% | 41.7 | 66.67% | +22.83% | +33.33% | 0.00% | 0.00% | 07:20 | 06:55 | 06:55 | 07:31 | 07:33 | 07:33 | 00:38 | 00:28 |
 | Wind Lace | 12 | 8.05% | 39.6 | 33.33% | -11.93% | 0.00% | 0.00% | 0.00% | 15:22 | -01:29 | 03:35 | 06:49 | 08:54 | 1:16:30 | 05:19 | 03:56 |
 | Shadow Blade | 4 | 2.68% | 37.5 | 50.00% | +5.86% | +50.00% | +50.00% | 0.00% | 34:39 | 20:44 | 20:44 | 30:31 | 35:58 | 51:24 | 15:14 | 11:17 |
 | Aghanim's Blessing | 1 | 0.67% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:30 | 1:05:30 | 1:05:30 | 1:05:30 | 1:05:30 | 1:05:30 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.67% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:18:37 | 1:18:37 | 1:18:37 | 1:18:37 | 1:18:37 | 1:18:37 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.67% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.67% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 00:00 | 00:00 |
 | Force Staff | 8 | 5.37% | 27.1 | 25.00% | -20.39% | +25.00% | -25.00% | 0.00% | 28:20 | 18:10 | 19:04 | 26:36 | 32:11 | 42:51 | 13:07 | 09:42 |
 | Fluffy Hat | 9 | 6.04% | 25.0 | 22.22% | -23.49% | +27.78% | -22.22% | 0.00% | 28:40 | 18:03 | 18:26 | 31:51 | 32:59 | 42:51 | 14:33 | 10:46 |
 | Arcane Boots | 2 | 1.34% | 22.9 | 50.00% | +5.78% | +50.00% | 0.00% | 0.00% | 06:59 | 06:20 | 06:20 | 07:37 | 07:37 | 07:37 | 01:17 | 00:57 |
 | Crystalys | 2 | 1.34% | 20.8 | 50.00% | +5.78% | +50.00% | 0.00% | 0.00% | 40:24 | 34:15 | 34:15 | 46:32 | 46:32 | 46:32 | 12:17 | 09:05 |
 | Eul's Scepter of Divinity | 2 | 1.34% | 18.8 | 50.00% | +5.78% | -50.00% | 0.00% | 0.00% | 1:03:12 | 48:07 | 48:07 | 1:18:16 | 1:18:16 | 1:18:16 | 30:09 | 22:20 |
 | Moon Shard | 3 | 2.01% | 16.7 | 33.33% | -11.19% | +66.67% | 0.00% | 0.00% | 45:43 | 32:39 | 32:39 | 38:18 | 1:06:11 | 1:06:11 | 33:32 | 24:50 |
 | Hand of Midas | 3 | 2.01% | 14.6 | 33.33% | -11.19% | +66.67% | 0.00% | 0.00% | 11:59 | 11:32 | 11:32 | 11:38 | 12:46 | 12:46 | 01:14 | 00:54 |
 | Bottle | 4 | 2.68% | 12.5 | 25.00% | -19.83% | -25.00% | +75.00% | 0.00% | 01:46 | 01:29 | 01:29 | 01:34 | 01:42 | 02:17 | 00:13 | 00:09 |
 | Chainmail | 2 | 1.34% | 10.4 | 0.00% | -44.90% | 0.00% | 0.00% | 0.00% | 07:53 | 06:08 | 06:08 | 09:38 | 09:38 | 09:38 | 03:30 | 02:35 |
 | Silver Edge | 1 | 0.67% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 00:00 | 00:00 |
 | Phase Boots | 2 | 1.34% | 6.3 | 0.00% | -44.90% | 0.00% | 0.00% | 0.00% | 10:13 | 10:06 | 10:06 | 10:19 | 10:19 | 10:19 | 00:13 | 00:09 |
 | Javelin | 1 | 0.67% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 1.34% | 2.1 | 0.00% | -44.90% | 0.00% | 0.00% | 0.00% | 50:33 | 44:58 | 44:58 | 56:07 | 56:07 | 56:07 | 11:09 | 08:15 |