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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 | |
 | Shiva's Guard | 15 | 48.39% | 100.0 | 80.00% | +17.50% | +20.00% | +20.00% | 0.00% | 31:32 | 23:52 | 26:08 | 32:42 | 33:46 | 39:31 | 07:38 | 05:39 |
 | Kaya and Sange | 5 | 16.13% | 97.6 | 100.00% | +34.62% | 0.00% | 0.00% | 0.00% | 24:39 | 23:30 | 23:30 | 24:34 | 25:13 | 26:14 | 01:43 | 01:16 |
 | Black King Bar | 31 | 100.00% | 95.1 | 70.97% | +70.97% | -8.47% | -8.47% | 0.00% | 16:32 | 12:24 | 15:21 | 16:34 | 17:56 | 19:25 | 02:35 | 01:54 |
 | Boots of Speed | 31 | 100.00% | 92.7 | 70.97% | +70.97% | -8.47% | -8.47% | 0.00% | 04:14 | 01:49 | 03:09 | 04:03 | 04:39 | 06:35 | 01:30 | 01:06 |
 | Magic Wand | 28 | 90.32% | 90.2 | 71.43% | +4.76% | -28.57% | +14.28% | 9.89% | 05:59 | 01:58 | 03:26 | 05:49 | 07:46 | 10:47 | 04:20 | 03:12 |
 | Aeon Disk | 8 | 25.81% | 87.8 | 87.50% | +22.28% | +12.50% | +12.50% | 0.00% | 34:08 | 29:18 | 31:11 | 32:20 | 36:06 | 41:02 | 04:55 | 03:38 |
 | Null Talisman | 27 | 87.10% | 85.4 | 70.37% | -4.63% | -13.23% | +1.06% | 6.45% | 03:13 | -01:29 | 02:06 | 02:41 | 04:19 | 08:13 | 02:13 | 01:38 |
 | Soul Ring | 11 | 35.48% | 82.9 | 81.82% | +16.82% | +18.18% | -15.15% | -15.50% | 07:05 | 05:32 | 05:52 | 06:48 | 08:01 | 09:21 | 02:09 | 01:35 |
 | Ring of Protection | 11 | 35.48% | 80.5 | 81.82% | +16.82% | +18.18% | +18.18% | 0.00% | 06:11 | 02:08 | 05:11 | 06:19 | 07:15 | 08:37 | 02:04 | 01:31 |
 | Magic Stick | 29 | 93.55% | 78.0 | 68.97% | -31.03% | -11.83% | +2.46% | 2.78% | 03:15 | -01:29 | 01:20 | 02:09 | 06:28 | 09:30 | 05:08 | 03:48 |
 | Phase Boots | 7 | 22.58% | 75.6 | 85.71% | +19.04% | +14.29% | +14.29% | 0.00% | 07:21 | 06:16 | 06:22 | 06:56 | 07:09 | 10:05 | 00:47 | 00:34 |
 | Chainmail | 7 | 22.58% | 73.2 | 85.71% | +19.04% | +14.29% | +14.29% | 0.00% | 06:16 | 05:07 | 05:44 | 06:06 | 06:09 | 08:29 | 00:25 | 00:18 |
 | Kaya | 7 | 22.58% | 70.7 | 85.71% | +19.04% | +14.29% | -35.71% | 0.00% | 24:21 | 20:09 | 20:28 | 24:58 | 25:36 | 29:00 | 05:08 | 03:48 |
 | Bottle | 12 | 38.71% | 68.3 | 75.00% | +6.58% | -8.33% | +25.00% | 33.33% | 01:19 | 00:14 | 01:09 | 01:17 | 01:32 | 01:58 | 00:23 | 00:17 |
 | Void Stone | 15 | 48.39% | 65.9 | 66.67% | -8.33% | +8.33% | -16.67% | -2.54% | 29:57 | 17:20 | 22:19 | 28:48 | 32:10 | 53:44 | 09:51 | 07:17 |
 | Ring of Health | 12 | 38.71% | 63.4 | 66.67% | -7.01% | +33.33% | 0.00% | -3.03% | 30:44 | 18:07 | 22:19 | 24:10 | 33:20 | 53:44 | 11:01 | 08:09 |
 | Refresher Orb | 3 | 9.68% | 61.0 | 100.00% | +32.14% | 0.00% | 0.00% | 0.00% | 50:55 | 47:55 | 47:55 | 50:58 | 53:51 | 53:51 | 05:56 | 04:23 |
 | Fluffy Hat | 3 | 9.68% | 58.5 | 100.00% | +32.14% | 0.00% | 0.00% | 0.00% | 10:47 | 04:57 | 04:57 | 05:34 | 21:51 | 21:51 | 16:54 | 12:31 |
 | Sange | 13 | 41.94% | 56.1 | 61.54% | -16.24% | -28.21% | +5.13% | 9.05% | 25:05 | 19:44 | 21:14 | 23:24 | 24:55 | 39:57 | 03:41 | 02:43 |
 | Blink Dagger | 7 | 22.58% | 53.7 | 71.43% | +0.60% | +28.57% | -21.43% | 0.00% | 30:03 | 19:32 | 20:39 | 27:16 | 27:28 | 54:09 | 06:49 | 05:02 |
 | Aghanim's Shard | 12 | 38.71% | 51.2 | 58.33% | -20.62% | +8.34% | -58.33% | -9.35% | 29:24 | 18:10 | 22:25 | 26:58 | 29:33 | 46:44 | 07:08 | 05:17 |
 | Power Treads | 12 | 38.71% | 48.8 | 58.33% | -20.62% | -58.33% | +41.67% | 32.43% | 07:40 | 05:43 | 05:59 | 07:20 | 09:04 | 09:47 | 03:05 | 02:17 |
 | Lotus Orb | 9 | 29.03% | 46.3 | 55.56% | -21.71% | +44.44% | -5.56% | -6.12% | 28:56 | 21:10 | 21:44 | 24:24 | 29:54 | 47:46 | 08:10 | 06:02 |
 | Crown | 4 | 12.90% | 43.9 | 75.00% | +4.63% | -75.00% | +25.00% | 0.00% | 24:29 | 07:55 | 07:55 | 21:50 | 24:50 | 43:20 | 16:55 | 12:31 |
 | Falcon Blade | 2 | 6.45% | 41.5 | 100.00% | +31.03% | 0.00% | 0.00% | 0.00% | 06:05 | 05:40 | 05:40 | 06:30 | 06:30 | 06:30 | 00:50 | 00:37 |
 | Arcane Boots | 2 | 6.45% | 39.0 | 100.00% | +31.03% | 0.00% | 0.00% | 0.00% | 17:59 | 17:43 | 17:43 | 18:15 | 18:15 | 18:15 | 00:32 | 00:23 |
 | Buckler | 1 | 3.23% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.23% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:44 | 34:44 | 34:44 | 34:44 | 34:44 | 34:44 | 00:00 | 00:00 |
 | Dagon | 1 | 3.23% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 3.23% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 00:00 | 00:00 |
 | Force Staff | 1 | 3.23% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 3.23% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.23% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.23% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 00:00 | 00:00 |
 | Heaven's Halberd | 7 | 22.58% | 17.1 | 28.57% | -54.76% | -28.57% | +21.43% | 0.00% | 26:31 | 22:20 | 23:20 | 26:07 | 26:23 | 34:44 | 03:03 | 02:15 |
 | Scythe of Vyse | 2 | 6.45% | 14.6 | 50.00% | -22.41% | +50.00% | 0.00% | 0.00% | 34:55 | 30:28 | 30:28 | 39:21 | 39:21 | 39:21 | 08:53 | 06:34 |
 | Rod of Atos | 2 | 6.45% | 12.2 | 50.00% | -22.41% | -50.00% | 0.00% | 0.00% | 18:22 | 11:53 | 11:53 | 24:50 | 24:50 | 24:50 | 12:57 | 09:35 |
 | Quelling Blade | 2 | 6.45% | 9.8 | 50.00% | -22.41% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Overwhelming Blink | 2 | 6.45% | 7.3 | 50.00% | -22.41% | +50.00% | 0.00% | 0.00% | 52:28 | 44:23 | 44:23 | 60:33 | 60:33 | 60:33 | 16:10 | 11:58 |
 | Wind Lace | 4 | 12.90% | 4.9 | 25.00% | -52.78% | -25.00% | -25.00% | 0.00% | 16:27 | 07:15 | 07:15 | 07:43 | 08:18 | 42:31 | 01:03 | 00:46 |
 | Eul's Scepter of Divinity | 1 | 3.23% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 00:00 | 00:00 |