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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 | |
 | Skull Basher | 12 | 28.57% | 100.0 | 75.00% | +35.00% | +25.00% | -41.67% | -15.10% | 31:06 | 25:03 | 28:47 | 30:07 | 33:12 | 39:20 | 04:25 | 03:16 |
 | Orchid Malevolence | 6 | 14.29% | 97.6 | 83.33% | +38.89% | +16.67% | -83.33% | -15.71% | 35:04 | 27:51 | 30:48 | 36:21 | 37:10 | 41:49 | 06:22 | 04:42 |
 | Bloodthorn | 6 | 14.29% | 95.2 | 83.33% | +38.89% | +16.67% | -83.33% | -13.82% | 35:38 | 29:37 | 31:11 | 36:21 | 38:25 | 41:49 | 07:14 | 05:21 |
 | Echo Sabre | 35 | 83.33% | 92.9 | 54.29% | +25.72% | +12.38% | -20.96% | -14.60% | 13:06 | 09:53 | 11:18 | 12:35 | 13:35 | 23:38 | 02:17 | 01:41 |
 | Ring of Health | 8 | 19.05% | 90.5 | 75.00% | +30.88% | -25.00% | -25.00% | 0.00% | 30:29 | 20:23 | 21:26 | 29:24 | 33:09 | 46:00 | 11:43 | 08:40 |
 | Void Stone | 8 | 19.05% | 88.1 | 75.00% | +30.88% | -25.00% | -25.00% | 0.00% | 27:21 | 15:32 | 18:27 | 27:51 | 30:48 | 41:16 | 12:21 | 09:08 |
 | Boots of Speed | 42 | 100.00% | 85.7 | 50.00% | +50.00% | -4.55% | -10.00% | -2.10% | 03:49 | 01:25 | 02:25 | 03:35 | 05:01 | 07:12 | 02:36 | 01:55 |
 | Power Treads | 42 | 100.00% | 83.3 | 50.00% | +50.00% | -4.55% | +10.00% | 8.91% | 06:56 | 04:32 | 05:47 | 06:48 | 07:25 | 15:44 | 01:38 | 01:12 |
 | Mage Slayer | 30 | 71.43% | 81.0 | 53.33% | +11.66% | +21.67% | -10.47% | -6.89% | 21:23 | 17:02 | 18:19 | 19:57 | 22:59 | 43:26 | 04:40 | 03:27 |
 | Quelling Blade | 40 | 95.24% | 78.6 | 50.00% | 0.00% | 0.00% | -10.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Magic Stick | 40 | 95.24% | 76.2 | 50.00% | 0.00% | 0.00% | -20.00% | -20.00% | 01:23 | -01:30 | -01:29 | -01:29 | 02:20 | 17:19 | 03:49 | 02:49 |
 | Aghanim's Shard | 33 | 78.57% | 73.8 | 51.52% | +7.08% | +10.98% | -14.02% | -4.25% | 24:30 | 17:54 | 21:01 | 24:54 | 26:54 | 32:33 | 05:53 | 04:21 |
 | Wraith Band | 29 | 69.05% | 71.4 | 51.72% | +5.57% | +5.42% | +5.42% | 0.00% | 02:22 | 01:08 | 01:36 | 02:15 | 02:23 | 05:23 | 00:47 | 00:34 |
 | Aghanim's Scepter | 39 | 92.86% | 69.0 | 48.72% | -17.95% | +21.28% | -28.72% | -12.93% | 20:14 | 15:26 | 17:35 | 18:57 | 21:27 | 34:09 | 03:52 | 02:51 |
 | Magic Wand | 35 | 83.33% | 66.7 | 48.57% | -8.57% | +18.10% | -4.13% | -5.68% | 07:28 | 01:07 | 04:50 | 06:49 | 08:45 | 17:19 | 03:55 | 02:54 |
 | Linken's Sphere | 5 | 11.90% | 64.3 | 80.00% | +34.05% | -80.00% | +20.00% | 0.00% | 27:04 | 21:28 | 21:28 | 26:40 | 29:31 | 33:10 | 08:03 | 05:57 |
 | Eye of Skadi | 14 | 33.33% | 61.9 | 57.14% | +10.71% | +17.86% | -23.81% | -3.82% | 33:47 | 25:13 | 27:29 | 32:06 | 38:23 | 45:52 | 10:54 | 08:04 |
 | Black King Bar | 28 | 66.67% | 59.5 | 42.86% | -21.43% | -14.29% | 0.00% | 2.08% | 28:59 | 18:23 | 24:35 | 27:16 | 31:27 | 1:05:13 | 06:52 | 05:05 |
 | Nullifier | 6 | 14.29% | 57.1 | 66.67% | +19.45% | +33.33% | +33.33% | 0.00% | 36:53 | 33:02 | 33:31 | 33:54 | 41:07 | 43:46 | 07:36 | 05:37 |
 | Butterfly | 2 | 4.76% | 54.8 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 38:36 | 37:17 | 37:17 | 39:55 | 39:55 | 39:55 | 02:38 | 01:57 |
 | Diffusal Blade | 16 | 38.10% | 52.4 | 43.75% | -10.10% | -18.75% | +6.25% | 6.49% | 14:28 | 10:57 | 12:21 | 14:17 | 16:12 | 17:30 | 03:51 | 02:51 |
 | Fluffy Hat | 5 | 11.90% | 50.0 | 60.00% | +11.35% | -60.00% | -60.00% | 0.00% | 04:26 | -01:23 | -01:23 | 03:07 | 08:27 | 09:40 | 09:50 | 07:17 |
 | Helm of Iron Will | 5 | 11.90% | 47.6 | 60.00% | +11.35% | +40.00% | +40.00% | 0.00% | 35:01 | 32:12 | 32:12 | 33:45 | 35:53 | 40:52 | 03:41 | 02:43 |
 | Falcon Blade | 3 | 7.14% | 45.2 | 66.67% | +17.95% | +33.33% | 0.00% | 0.00% | 08:18 | 05:09 | 05:09 | 09:16 | 10:30 | 10:30 | 05:21 | 03:57 |
 | Abyssal Blade | 3 | 7.14% | 42.9 | 66.67% | +17.95% | +33.33% | 0.00% | 0.00% | 37:58 | 33:09 | 33:09 | 34:23 | 46:21 | 46:21 | 13:12 | 09:46 |
 | Vanguard | 3 | 7.14% | 40.5 | 66.67% | +17.95% | +33.33% | 0.00% | 0.00% | 37:47 | 32:58 | 32:58 | 34:23 | 46:00 | 46:00 | 13:02 | 09:39 |
 | Shadow Blade | 1 | 2.38% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.38% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.38% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 2.38% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:37 | 03:37 | 03:37 | 03:37 | 03:37 | 03:37 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.38% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.38% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 00:00 | 00:00 |
 | Yasha | 1 | 2.38% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 00:00 | 00:00 |
 | Manta Style | 1 | 2.38% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:11 | 28:11 | 28:11 | 28:11 | 28:11 | 28:11 | 00:00 | 00:00 |
 | Orb of Venom | 3 | 7.14% | 19.0 | 33.33% | -17.95% | +66.67% | 0.00% | 0.00% | 01:16 | 01:05 | 01:05 | 01:05 | 01:39 | 01:39 | 00:34 | 00:25 |
 | Refresher Orb | 3 | 7.14% | 16.7 | 33.33% | -17.95% | +66.67% | 0.00% | 0.00% | 52:27 | 50:45 | 50:45 | 53:13 | 53:22 | 53:22 | 02:37 | 01:56 |
 | Moon Shard | 3 | 7.14% | 14.3 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 40:03 | 36:40 | 36:40 | 37:18 | 46:10 | 46:10 | 09:30 | 07:02 |
 | Divine Rapier | 1 | 2.38% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:30 | 1:06:30 | 1:06:30 | 1:06:30 | 1:06:30 | 1:06:30 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.38% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.38% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:35 | 48:35 | 48:35 | 48:35 | 48:35 | 48:35 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.38% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 00:00 | 00:00 |
 | Javelin | 1 | 2.38% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 00:00 | 00:00 |