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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 | |
 | Helm of Iron Will | 14 | 41.18% | 100.0 | 71.43% | +36.43% | +28.57% | -4.76% | -4.65% | 29:41 | 03:58 | 29:27 | 31:06 | 36:37 | 43:36 | 07:10 | 05:18 |
 | Blink Dagger | 24 | 70.59% | 97.2 | 58.33% | +28.33% | -25.00% | -8.33% | 2.56% | 23:25 | 15:19 | 19:10 | 23:55 | 25:40 | 33:03 | 06:30 | 04:48 |
 | Magic Wand | 24 | 70.59% | 94.4 | 58.33% | +28.33% | +25.00% | +25.00% | 0.00% | 08:13 | 03:03 | 05:42 | 07:47 | 09:57 | 13:57 | 04:15 | 03:08 |
 | Aghanim's Shard | 8 | 23.53% | 91.7 | 75.00% | +32.69% | +25.00% | -25.00% | -3.84% | 31:25 | 20:02 | 24:31 | 26:01 | 37:33 | 50:01 | 13:02 | 09:39 |
 | Black King Bar | 31 | 91.18% | 88.9 | 54.84% | +54.84% | +7.66% | -4.84% | -1.86% | 22:53 | 17:44 | 18:55 | 21:40 | 25:39 | 37:38 | 06:44 | 04:59 |
 | Magic Stick | 30 | 88.24% | 86.1 | 53.33% | +28.33% | -3.33% | +3.81% | 1.07% | 04:25 | -01:29 | 00:52 | 03:14 | 07:33 | 13:11 | 06:41 | 04:57 |
 | Phase Boots | 33 | 97.06% | 83.3 | 51.52% | +51.52% | -14.02% | +35.98% | 24.39% | 07:33 | 05:28 | 06:17 | 07:42 | 08:20 | 10:05 | 02:03 | 01:31 |
 | Chainmail | 33 | 97.06% | 80.6 | 51.52% | +51.52% | -26.52% | -1.52% | 7.46% | 05:41 | 01:23 | 03:43 | 06:11 | 07:04 | 09:36 | 03:21 | 02:28 |
 | Quelling Blade | 29 | 85.29% | 77.8 | 51.72% | +11.72% | +19.71% | -8.86% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 00:31 | 00:00 | 00:00 |
 | Boots of Speed | 34 | 100.00% | 75.0 | 50.00% | +50.00% | -16.67% | +12.50% | 17.33% | 04:09 | 01:59 | 02:58 | 03:59 | 04:39 | 08:20 | 01:41 | 01:14 |
 | Nullifier | 9 | 26.47% | 72.2 | 66.67% | +22.67% | +33.33% | -16.67% | -6.64% | 35:57 | 30:19 | 32:10 | 34:39 | 39:42 | 44:03 | 07:32 | 05:34 |
 | Echo Sabre | 21 | 61.76% | 69.4 | 47.62% | -6.23% | +32.38% | -7.62% | -10.96% | 14:03 | 11:15 | 12:13 | 13:34 | 15:52 | 18:04 | 03:39 | 02:42 |
 | Bracer | 22 | 64.71% | 66.7 | 45.45% | -12.88% | +4.55% | -5.45% | -6.12% | 02:59 | -01:29 | 01:58 | 02:22 | 03:36 | 07:34 | 01:38 | 01:12 |
 | Ring of Protection | 6 | 17.65% | 63.9 | 66.67% | +20.24% | -66.67% | +33.33% | 2.55% | 16:02 | -01:29 | -01:29 | 03:47 | 40:40 | 43:01 | 42:09 | 31:13 |
 | Buckler | 2 | 5.88% | 61.1 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 41:51 | 40:41 | 40:41 | 43:01 | 43:01 | 43:01 | 02:20 | 01:43 |
 | Skull Basher | 6 | 17.65% | 58.3 | 50.00% | 0.00% | +50.00% | -50.00% | -13.54% | 36:00 | 27:54 | 32:10 | 33:47 | 39:33 | 46:11 | 07:23 | 05:28 |
 | Wind Lace | 9 | 26.47% | 55.6 | 33.33% | -22.67% | +16.67% | -33.33% | -8.22% | 06:37 | -01:29 | 02:54 | 07:12 | 08:59 | 11:17 | 06:05 | 04:30 |
 | Arcane Blink | 1 | 2.94% | 52.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:05 | 51:05 | 51:05 | 51:05 | 51:05 | 51:05 | 00:00 | 00:00 |
 | Soul Ring | 1 | 2.94% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:12 | 12:12 | 12:12 | 12:12 | 12:12 | 12:12 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 2.94% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:16 | 11:16 | 11:16 | 11:16 | 11:16 | 11:16 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.94% | 44.4 | 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 |
 | Void Stone | 1 | 2.94% | 41.7 | 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 |
 | Bottle | 1 | 2.94% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:16 | 03:16 | 03:16 | 03:16 | 03:16 | 03:16 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.94% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 5.88% | 33.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 32:22 | 25:12 | 25:12 | 39:32 | 39:32 | 39:32 | 14:20 | 10:37 |
 | Sange | 2 | 5.88% | 30.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 30:56 | 22:37 | 22:37 | 39:14 | 39:14 | 39:14 | 16:37 | 12:18 |
 | Urn of Shadows | 3 | 8.82% | 27.8 | 33.33% | -18.28% | +66.67% | 0.00% | -12.38% | 07:09 | 04:03 | 04:03 | 07:57 | 09:26 | 09:26 | 05:23 | 03:59 |
 | Ring of Health | 3 | 8.82% | 25.0 | 33.33% | -18.28% | +66.67% | 0.00% | -3.89% | 42:34 | 32:05 | 32:05 | 46:24 | 49:14 | 49:14 | 17:09 | 12:42 |
 | Vanguard | 2 | 5.88% | 22.2 | 0.00% | -53.13% | 0.00% | 0.00% | 0.00% | 47:50 | 46:24 | 46:24 | 49:15 | 49:15 | 49:15 | 02:51 | 02:06 |
 | Force Staff | 1 | 2.94% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.94% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.94% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.94% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 00:00 | 00:00 |
 | Abyssal Blade | 2 | 5.88% | 8.3 | 0.00% | -53.13% | 0.00% | 0.00% | 0.00% | 47:57 | 46:24 | 46:24 | 49:29 | 49:29 | 49:29 | 03:05 | 02:17 |
 | Fluffy Hat | 1 | 2.94% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.94% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |