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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 | |
 | Daedalus | 13 | 56.52% | 100.0 | 76.92% | +46.92% | +23.08% | -10.25% | -10.47% | 26:33 | 22:13 | 23:58 | 25:44 | 27:09 | 35:26 | 03:11 | 02:21 |
 | Crystalys | 18 | 78.26% | 97.6 | 72.22% | +72.22% | +7.78% | +2.78% | -1.18% | 23:01 | 18:37 | 20:47 | 22:24 | 25:02 | 28:34 | 04:15 | 03:08 |
 | Hurricane Pike | 7 | 30.43% | 95.2 | 85.71% | +41.96% | +14.29% | +14.29% | 0.00% | 31:46 | 23:03 | 26:06 | 33:37 | 35:00 | 37:55 | 08:54 | 06:35 |
 | Fluffy Hat | 8 | 34.78% | 92.9 | 75.00% | +28.33% | -25.00% | +25.00% | 4.07% | 29:13 | 15:44 | 22:18 | 30:00 | 34:35 | 37:30 | 12:17 | 09:05 |
 | Dragon Lance | 8 | 34.78% | 90.5 | 75.00% | +28.33% | -25.00% | +25.00% | 16.04% | 22:56 | 14:39 | 20:46 | 22:08 | 23:53 | 30:35 | 03:07 | 02:18 |
 | Force Staff | 8 | 34.78% | 88.1 | 75.00% | +28.33% | -25.00% | +25.00% | 4.41% | 30:10 | 22:18 | 23:14 | 30:00 | 34:35 | 37:30 | 11:21 | 08:24 |
 | Linken's Sphere | 8 | 34.78% | 85.7 | 75.00% | +28.33% | -25.00% | +25.00% | 10.75% | 32:40 | 28:55 | 29:10 | 33:02 | 33:49 | 36:03 | 04:39 | 03:26 |
 | Ring of Basilius | 22 | 95.65% | 83.3 | 59.09% | +59.09% | +40.91% | -19.09% | -60.00% | 02:15 | 00:56 | 01:37 | 01:49 | 02:30 | 05:32 | 00:53 | 00:39 |
 | Yasha | 22 | 95.65% | 81.0 | 59.09% | +59.09% | +7.58% | -19.09% | -17.98% | 10:14 | 08:51 | 09:30 | 09:56 | 10:59 | 12:37 | 01:29 | 01:05 |
 | Manta Style | 22 | 95.65% | 78.6 | 59.09% | +59.09% | -25.76% | -19.09% | 3.78% | 13:43 | 12:11 | 12:46 | 13:18 | 14:32 | 16:47 | 01:46 | 01:18 |
 | Power Treads | 22 | 95.65% | 76.2 | 59.09% | +59.09% | +7.58% | +20.91% | 13.33% | 06:10 | 04:31 | 05:49 | 06:15 | 06:37 | 07:42 | 00:48 | 00:35 |
 | Butterfly | 20 | 86.96% | 73.8 | 60.00% | +26.67% | 0.00% | -20.00% | -7.45% | 19:51 | 17:22 | 18:16 | 19:15 | 20:57 | 25:06 | 02:41 | 01:59 |
 | Eye of Skadi | 14 | 60.87% | 71.4 | 64.29% | +19.85% | -14.29% | +35.71% | 8.02% | 28:43 | 18:06 | 25:18 | 28:57 | 31:32 | 40:20 | 06:14 | 04:37 |
 | Boots of Speed | 23 | 100.00% | 69.0 | 56.52% | +56.52% | +10.15% | -6.52% | -10.31% | 04:25 | 02:53 | 03:19 | 04:19 | 04:56 | 08:56 | 01:37 | 01:11 |
 | Magic Wand | 23 | 100.00% | 66.7 | 56.52% | +56.52% | -6.52% | -6.52% | 0.00% | 03:02 | -01:29 | -01:26 | 03:05 | 03:52 | 16:08 | 05:18 | 03:55 |
 | Silver Edge | 5 | 21.74% | 64.3 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 29:57 | 23:51 | 23:51 | 30:43 | 34:12 | 34:29 | 10:21 | 07:40 |
 | Shadow Blade | 5 | 21.74% | 61.9 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 29:14 | 23:03 | 23:03 | 30:09 | 32:44 | 34:03 | 09:41 | 07:10 |
 | Magic Stick | 18 | 78.26% | 59.5 | 55.56% | -4.44% | +24.44% | -5.56% | -30.00% | -01:08 | -01:30 | -01:29 | -01:29 | -01:26 | 02:22 | 00:03 | 00:02 |
 | Cornucopia | 7 | 30.43% | 57.1 | 71.43% | +21.43% | -21.43% | +28.57% | 12.24% | 31:56 | 28:39 | 29:08 | 31:46 | 33:13 | 35:35 | 04:05 | 03:01 |
 | Aghanim's Shard | 6 | 26.09% | 54.8 | 66.67% | +13.73% | +33.33% | +33.33% | 0.00% | 38:17 | 34:20 | 35:39 | 37:58 | 41:34 | 41:37 | 05:55 | 04:22 |
 | Void Stone | 4 | 17.39% | 52.4 | 75.00% | +22.37% | +25.00% | -75.00% | 0.00% | 32:36 | 28:41 | 28:41 | 31:11 | 31:55 | 38:37 | 03:14 | 02:23 |
 | Scythe of Vyse | 4 | 17.39% | 50.0 | 75.00% | +22.37% | +25.00% | -75.00% | 0.00% | 32:49 | 29:07 | 29:07 | 31:11 | 32:17 | 38:42 | 03:10 | 02:20 |
 | Wind Lace | 9 | 39.13% | 47.6 | 55.56% | -1.58% | -5.56% | -5.56% | 0.00% | 10:19 | 09:06 | 09:13 | 09:38 | 10:42 | 12:48 | 01:29 | 01:05 |
 | Quelling Blade | 1 | 4.35% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:30 | -01:30 | -01:30 | -01:30 | -01:30 | -01:30 | 00:00 | 00:00 |
 | Bottle | 1 | 4.35% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 4.35% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 00:00 | 00:00 |
 | Monkey King Bar | 7 | 30.43% | 38.1 | 28.57% | -40.18% | -28.57% | +21.43% | 9.20% | 29:06 | 24:01 | 24:58 | 29:29 | 30:24 | 34:24 | 05:26 | 04:01 |
 | Javelin | 7 | 30.43% | 35.7 | 28.57% | -40.18% | -28.57% | +21.43% | 8.29% | 27:17 | 21:55 | 22:42 | 28:41 | 28:44 | 33:46 | 06:02 | 04:28 |
 | Aghanim's Scepter | 2 | 8.70% | 33.3 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 49:04 | 48:18 | 48:18 | 49:49 | 49:49 | 49:49 | 01:31 | 01:07 |
 | Moon Shard | 2 | 8.70% | 31.0 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 52:06 | 44:07 | 44:07 | 60:04 | 60:04 | 60:04 | 15:57 | 11:48 |
 | Aghanim's Blessing | 2 | 8.70% | 28.6 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 49:04 | 48:18 | 48:18 | 49:49 | 49:49 | 49:49 | 01:31 | 01:07 |
 | Black King Bar | 4 | 17.39% | 26.2 | 25.00% | -38.16% | +75.00% | -25.00% | 0.00% | 38:55 | 32:48 | 32:48 | 38:50 | 40:26 | 43:35 | 07:38 | 05:39 |
 | Arcane Boots | 1 | 4.35% | 23.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 4.35% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 4.35% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 |
 | Maelstrom | 1 | 4.35% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 00:00 | 00:00 |
 | Ring of Health | 1 | 4.35% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 00:00 | 00:00 |
 | Swift Blink | 2 | 8.70% | 11.9 | 0.00% | -61.90% | 0.00% | 0.00% | 0.00% | 40:11 | 36:23 | 36:23 | 43:59 | 43:59 | 43:59 | 07:36 | 05:37 |
 | Disperser | 1 | 4.35% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 00:00 | 00:00 |
 | Phylactery | 1 | 4.35% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |
 | Diadem | 1 | 4.35% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:54 | 11:54 | 11:54 | 11:54 | 11:54 | 11:54 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 8.70% | 2.4 | 0.00% | -61.90% | 0.00% | 0.00% | 0.00% | 39:27 | 35:08 | 35:08 | 43:46 | 43:46 | 43:46 | 08:38 | 06:23 |