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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 Shard | 16 | 22.54% | 100.0 | 87.50% | +49.32% | +12.50% | +12.50% | 0.00% | 25:09 | 16:07 | 18:39 | 21:48 | 28:24 | 45:47 | 09:45 | 07:13 |
 | Linken's Sphere | 22 | 30.99% | 98.5 | 77.27% | +40.54% | +6.06% | +2.73% | -0.30% | 28:21 | 14:22 | 20:00 | 24:56 | 31:13 | 57:11 | 11:13 | 08:18 |
 | Cornucopia | 12 | 16.90% | 97.1 | 83.33% | +40.96% | -16.66% | +16.67% | 1.58% | 23:00 | 08:07 | 09:00 | 22:41 | 30:08 | 52:57 | 21:08 | 15:39 |
 | Aghanim's Scepter | 5 | 7.04% | 95.6 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 33:09 | 23:03 | 23:03 | 34:08 | 34:53 | 40:34 | 11:50 | 08:45 |
 | Void Stone | 21 | 29.58% | 94.1 | 66.67% | +24.67% | +13.33% | +33.33% | 0.85% | 30:34 | 12:40 | 15:52 | 27:01 | 39:24 | 1:03:55 | 23:32 | 17:25 |
 | Force Staff | 14 | 19.72% | 92.6 | 71.43% | +27.57% | -21.43% | +28.57% | 3.53% | 34:43 | 17:23 | 27:12 | 34:49 | 41:22 | 53:40 | 14:10 | 10:29 |
 | Hurricane Pike | 14 | 19.72% | 91.2 | 71.43% | +27.57% | -21.43% | +28.57% | 6.12% | 37:01 | 18:09 | 33:21 | 36:44 | 41:31 | 53:57 | 08:10 | 06:02 |
 | Fluffy Hat | 35 | 49.30% | 89.7 | 60.00% | +21.11% | -4.44% | +17.78% | 1.09% | 14:29 | 02:02 | 03:58 | 05:42 | 24:19 | 53:39 | 20:21 | 15:04 |
 | Bracer | 9 | 12.68% | 88.2 | 77.78% | +32.62% | +22.22% | +22.22% | 0.00% | 05:19 | 01:28 | 01:55 | 02:04 | 02:31 | 30:59 | 00:36 | 00:26 |
 | Dragon Lance | 31 | 43.66% | 86.8 | 58.06% | +15.56% | +29.44% | +4.44% | -4.84% | 16:58 | 07:51 | 12:08 | 15:31 | 17:18 | 50:46 | 05:10 | 03:49 |
 | Gleipnir | 23 | 32.39% | 85.3 | 60.87% | +17.12% | +22.46% | -10.87% | -3.60% | 26:31 | 16:38 | 22:09 | 25:43 | 31:24 | 37:01 | 09:15 | 06:51 |
 | Daedalus | 21 | 29.58% | 83.8 | 61.90% | +17.90% | -41.90% | -1.90% | 9.41% | 36:11 | 30:33 | 33:15 | 35:13 | 37:30 | 45:54 | 04:15 | 03:08 |
 | Black King Bar | 41 | 57.75% | 82.4 | 53.66% | +10.33% | +6.34% | -13.66% | -2.31% | 26:50 | 18:56 | 22:02 | 25:04 | 30:41 | 42:17 | 08:39 | 06:24 |
 | Magic Stick | 62 | 87.32% | 80.9 | 50.00% | +5.56% | 0.00% | -16.67% | -8.85% | 01:01 | -01:30 | -01:29 | -01:29 | 03:22 | 14:54 | 04:51 | 03:35 |
 | Magic Wand | 66 | 92.96% | 79.4 | 48.48% | -11.52% | -1.42% | +7.77% | 1.95% | 06:00 | -01:29 | 02:18 | 04:38 | 07:01 | 32:25 | 04:43 | 03:29 |
 | Crown | 36 | 50.70% | 77.9 | 52.78% | +7.07% | +2.78% | +2.78% | 0.00% | 17:50 | 07:09 | 10:52 | 14:53 | 23:48 | 35:17 | 12:56 | 09:34 |
 | Eye of Skadi | 12 | 16.90% | 76.5 | 66.67% | +20.91% | -33.34% | +33.33% | 6.29% | 33:51 | 23:58 | 25:55 | 30:23 | 36:31 | 50:00 | 10:36 | 07:51 |
 | Crystalys | 25 | 35.21% | 75.0 | 56.00% | +10.35% | -6.00% | +10.67% | 2.90% | 31:55 | 19:45 | 28:54 | 30:28 | 34:39 | 46:30 | 05:45 | 04:15 |
 | Power Treads | 32 | 45.07% | 73.5 | 53.13% | +6.98% | +9.37% | -15.63% | -5.23% | 09:30 | 05:56 | 06:42 | 08:20 | 11:29 | 22:23 | 04:47 | 03:32 |
 | Boots of Speed | 32 | 45.07% | 72.1 | 53.13% | +6.98% | +9.37% | -15.63% | -5.62% | 07:52 | 03:04 | 05:09 | 06:27 | 09:36 | 19:14 | 04:27 | 03:17 |
 | Javelin | 44 | 61.97% | 70.6 | 50.00% | +1.85% | +22.73% | -13.64% | -3.31% | 14:08 | 04:28 | 06:56 | 10:17 | 17:56 | 40:53 | 11:00 | 08:08 |
 | Wraith Band | 46 | 64.79% | 69.1 | 47.83% | -4.17% | +10.50% | -20.56% | -12.59% | 04:29 | 00:58 | 01:58 | 02:32 | 04:26 | 21:08 | 02:28 | 01:49 |
 | Falcon Blade | 22 | 30.99% | 67.6 | 54.55% | +7.61% | +12.12% | -34.55% | -25.00% | 05:28 | 03:29 | 04:13 | 04:58 | 06:05 | 11:16 | 01:52 | 01:22 |
 | Rod of Atos | 27 | 38.03% | 66.2 | 51.85% | +4.12% | +5.29% | +5.29% | 0.00% | 24:21 | 12:57 | 19:28 | 23:48 | 28:22 | 36:43 | 08:54 | 06:35 |
 | Desolator | 13 | 18.31% | 64.7 | 61.54% | +14.99% | +38.46% | -61.54% | -22.30% | 18:50 | 13:57 | 16:09 | 16:47 | 20:38 | 28:10 | 04:29 | 03:19 |
 | Maelstrom | 40 | 56.34% | 63.2 | 47.50% | -4.11% | +32.50% | -37.50% | -9.61% | 15:55 | 08:32 | 11:22 | 13:15 | 18:39 | 36:02 | 07:17 | 05:23 |
 | Scythe of Vyse | 3 | 4.23% | 61.8 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 45:24 | 30:54 | 30:54 | 41:23 | 1:03:55 | 1:03:55 | 33:01 | 24:27 |
 | Ring of Health | 16 | 22.54% | 60.3 | 56.25% | +8.98% | +18.75% | -6.25% | -2.40% | 26:16 | 09:01 | 17:29 | 23:03 | 27:55 | 57:09 | 10:26 | 07:43 |
 | Satanic | 7 | 9.86% | 58.8 | 71.43% | +24.55% | +28.57% | -21.43% | 0.00% | 35:54 | 29:25 | 31:59 | 35:06 | 36:52 | 44:26 | 04:53 | 03:37 |
 | Morbid Mask | 7 | 9.86% | 57.4 | 71.43% | +24.55% | +28.57% | -21.43% | 0.00% | 33:42 | 24:09 | 30:21 | 33:47 | 36:34 | 43:03 | 06:13 | 04:36 |
 | Blight Stone | 29 | 40.85% | 55.9 | 44.83% | -7.55% | -1.97% | -1.97% | 0.00% | 10:53 | 02:14 | 06:08 | 10:09 | 12:59 | 28:10 | 06:51 | 05:04 |
 | Quelling Blade | 11 | 15.49% | 54.4 | 54.55% | +6.22% | +12.12% | -21.22% | 0.00% | -00:50 | -01:29 | -01:29 | -01:29 | -01:29 | 05:40 | 00:00 | 00:00 |
 | Monkey King Bar | 9 | 12.68% | 52.9 | 55.56% | +7.17% | +44.44% | -55.56% | 0.00% | 33:04 | 27:40 | 29:43 | 32:58 | 33:53 | 41:52 | 04:10 | 03:05 |
 | Helm of Iron Will | 4 | 5.63% | 51.5 | 75.00% | +27.24% | +25.00% | +25.00% | 0.00% | 35:04 | 23:02 | 23:02 | 33:50 | 39:21 | 44:03 | 16:19 | 12:05 |
 | Nullifier | 4 | 5.63% | 50.0 | 75.00% | +27.24% | +25.00% | +25.00% | 0.00% | 35:40 | 24:08 | 24:08 | 34:06 | 40:23 | 44:03 | 16:15 | 12:02 |
 | Meteor Hammer | 2 | 2.82% | 48.5 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 15:16 | 15:09 | 15:09 | 15:22 | 15:22 | 15:22 | 00:13 | 00:09 |
 | Orchid Malevolence | 2 | 2.82% | 47.1 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 35:03 | 18:45 | 18:45 | 51:21 | 51:21 | 51:21 | 32:36 | 24:08 |
 | Mjollnir | 7 | 9.86% | 45.6 | 57.14% | +8.70% | -57.14% | -7.14% | 0.00% | 25:44 | 15:44 | 21:01 | 25:48 | 26:35 | 38:20 | 05:34 | 04:07 |
 | Wind Lace | 17 | 23.94% | 44.1 | 41.18% | -10.67% | +8.82% | +8.82% | 0.00% | 14:05 | 06:50 | 09:10 | 14:16 | 16:14 | 27:08 | 07:04 | 05:14 |
 | Medallion of Courage | 14 | 19.72% | 42.6 | 35.71% | -16.92% | +14.29% | -2.38% | -2.83% | 11:26 | 05:57 | 07:53 | 10:07 | 13:46 | 24:43 | 05:53 | 04:21 |
 | Solar Crest | 14 | 19.72% | 41.2 | 35.71% | -16.92% | +14.29% | -2.38% | -3.12% | 16:04 | 10:24 | 12:49 | 15:37 | 18:10 | 28:12 | 05:21 | 03:57 |
 | Chainmail | 14 | 19.72% | 39.7 | 35.71% | -16.92% | +14.29% | -2.38% | -2.87% | 10:32 | 03:49 | 07:10 | 09:15 | 12:59 | 23:43 | 05:49 | 04:18 |
 | Blink Dagger | 3 | 4.23% | 38.2 | 66.67% | +18.14% | +33.33% | 0.00% | 0.00% | 41:53 | 27:38 | 27:38 | 48:40 | 49:20 | 49:20 | 21:42 | 16:04 |
 | Eul's Scepter of Divinity | 3 | 4.23% | 36.8 | 66.67% | +18.14% | +33.33% | 0.00% | 0.00% | 21:05 | 20:35 | 20:35 | 20:44 | 21:55 | 21:55 | 01:20 | 00:59 |
 | Aeon Disk | 3 | 4.23% | 35.3 | 66.67% | +18.14% | +33.33% | 0.00% | 0.00% | 42:15 | 39:41 | 39:41 | 42:13 | 44:52 | 44:52 | 05:11 | 03:50 |
 | Urn of Shadows | 13 | 18.31% | 33.8 | 30.77% | -22.68% | +35.90% | -30.77% | -30.77% | 06:28 | 02:54 | 05:11 | 05:42 | 07:21 | 11:24 | 02:10 | 01:36 |
 | Ring of Protection | 13 | 18.31% | 32.4 | 30.77% | -22.68% | +35.90% | -30.77% | -13.16% | 03:19 | -01:29 | 00:02 | 03:59 | 05:06 | 06:28 | 05:04 | 03:45 |
 | Wind Waker | 1 | 1.41% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:21 | 48:21 | 48:21 | 48:21 | 48:21 | 48:21 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.41% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:11 | 50:11 | 50:11 | 50:11 | 50:11 | 50:11 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.41% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.41% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:51 | 1:06:51 | 1:06:51 | 1:06:51 | 1:06:51 | 1:06:51 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.41% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.41% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.41% | 22.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:05 | 46:05 | 46:05 | 46:05 | 46:05 | 46:05 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.41% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 00:00 | 00:00 |
 | Spirit Vessel | 9 | 12.68% | 19.1 | 22.22% | -31.01% | +27.78% | -22.22% | 0.00% | 15:08 | 10:26 | 12:05 | 13:15 | 14:03 | 29:09 | 01:58 | 01:27 |
 | Yasha | 2 | 2.82% | 17.6 | 50.00% | +0.72% | +50.00% | 0.00% | 0.00% | 15:55 | 14:40 | 14:40 | 17:10 | 17:10 | 17:10 | 02:30 | 01:51 |
 | Mage Slayer | 2 | 2.82% | 16.2 | 50.00% | +0.72% | +50.00% | 0.00% | 0.00% | 32:03 | 18:16 | 18:16 | 45:49 | 45:49 | 45:49 | 27:33 | 20:24 |
 | Manta Style | 2 | 2.82% | 14.7 | 50.00% | +0.72% | +50.00% | 0.00% | 0.00% | 20:42 | 18:34 | 18:34 | 22:49 | 22:49 | 22:49 | 04:15 | 03:08 |
 | Lotus Orb | 1 | 1.41% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 2.82% | 11.8 | 0.00% | -50.72% | 0.00% | 0.00% | 0.00% | 26:31 | 21:49 | 21:49 | 31:12 | 31:12 | 31:12 | 09:23 | 06:57 |
 | Hand of Midas | 1 | 1.41% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.41% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 00:00 | 00:00 |
 | Sange | 1 | 1.41% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.41% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 00:00 | 00:00 |
 | Headdress | 2 | 2.82% | 4.4 | 0.00% | -50.72% | 0.00% | 0.00% | 0.00% | 25:20 | 19:48 | 19:48 | 30:52 | 30:52 | 30:52 | 11:04 | 08:11 |
 | Divine Rapier | 1 | 1.41% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 00:00 | 00:00 |
 | Diffusal Blade | 3 | 4.23% | 1.5 | 0.00% | -51.47% | 0.00% | 0.00% | 0.00% | 20:09 | 17:41 | 17:41 | 21:07 | 21:38 | 21:38 | 03:57 | 02:55 |