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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 | |
 | Boots of Speed | 18 | 13.74% | 100.0 | 77.78% | +28.22% | +22.22% | -2.78% | -4.27% | 09:13 | 02:44 | 06:08 | 07:48 | 11:59 | 19:13 | 05:51 | 04:20 |
 | Gleipnir | 9 | 6.87% | 98.2 | 88.89% | +38.07% | +11.11% | +11.11% | 0.00% | 27:55 | 23:07 | 23:46 | 27:35 | 28:29 | 41:12 | 04:43 | 03:29 |
 | Power Treads | 17 | 12.98% | 96.4 | 76.47% | +26.47% | +23.53% | -1.47% | -2.91% | 10:43 | 03:26 | 06:24 | 10:03 | 15:00 | 19:14 | 08:36 | 06:22 |
 | Black King Bar | 17 | 12.98% | 94.5 | 76.47% | +26.47% | -1.47% | -26.47% | -1.77% | 28:32 | 19:20 | 20:51 | 25:37 | 34:58 | 47:37 | 14:07 | 10:27 |
 | Maelstrom | 17 | 12.98% | 92.7 | 76.47% | +26.47% | +23.53% | -1.47% | -1.83% | 20:40 | 10:13 | 12:34 | 20:01 | 26:12 | 49:24 | 13:38 | 10:05 |
 | Rod of Atos | 25 | 19.08% | 90.9 | 68.00% | +18.00% | -1.33% | -18.00% | -3.25% | 21:40 | 15:49 | 17:55 | 21:01 | 23:03 | 40:48 | 05:08 | 03:48 |
 | Javelin | 18 | 13.74% | 89.1 | 72.22% | +21.78% | -12.22% | -22.22% | -0.80% | 17:46 | 06:15 | 10:09 | 11:32 | 22:39 | 49:19 | 12:30 | 09:15 |
 | Magic Stick | 131 | 100.00% | 87.3 | 53.44% | +53.44% | +10.20% | -7.99% | -2.93% | 03:38 | -01:29 | 00:25 | 03:25 | 06:37 | 13:14 | 06:12 | 04:35 |
 | Blight Stone | 36 | 27.48% | 85.5 | 61.11% | +10.58% | +16.67% | +5.56% | -1.16% | 10:19 | -01:29 | 05:54 | 10:04 | 15:29 | 30:50 | 09:35 | 07:05 |
 | Aghanim's Scepter | 52 | 39.69% | 83.6 | 57.69% | +7.06% | +11.54% | -3.84% | -2.34% | 31:35 | 17:26 | 27:34 | 30:39 | 34:08 | 52:25 | 06:34 | 04:51 |
 | Urn of Shadows | 99 | 75.57% | 81.8 | 52.53% | -3.72% | -8.53% | -0.53% | 3.04% | 06:23 | 01:44 | 05:00 | 06:17 | 07:38 | 12:55 | 02:38 | 01:57 |
 | Ring of Protection | 99 | 75.57% | 80.0 | 52.53% | -3.72% | -12.53% | -0.53% | 3.46% | 02:52 | -01:29 | -01:28 | 03:28 | 04:56 | 12:40 | 06:24 | 04:44 |
 | Magic Wand | 110 | 83.97% | 78.2 | 51.82% | -10.08% | +5.32% | +7.44% | 0.39% | 09:19 | 01:38 | 05:57 | 08:53 | 11:20 | 32:04 | 05:23 | 03:59 |
 | Crown | 43 | 32.82% | 76.4 | 58.14% | +7.00% | -3.59% | +5.50% | 1.52% | 16:52 | 05:43 | 12:50 | 14:44 | 18:48 | 40:48 | 05:58 | 04:25 |
 | Chainmail | 33 | 25.19% | 74.5 | 60.61% | +9.59% | -10.61% | +1.89% | 1.46% | 13:28 | 04:18 | 08:49 | 12:19 | 17:21 | 30:50 | 08:32 | 06:19 |
 | Ring of Health | 18 | 13.74% | 72.7 | 66.67% | +15.34% | -6.67% | +8.33% | 1.31% | 26:16 | 12:43 | 19:56 | 23:47 | 31:24 | 48:20 | 11:28 | 08:29 |
 | Medallion of Courage | 32 | 24.43% | 70.9 | 59.38% | +7.86% | -9.38% | -9.38% | 0.00% | 13:47 | 04:56 | 08:49 | 12:36 | 17:29 | 30:50 | 08:40 | 06:25 |
 | Void Stone | 47 | 35.88% | 69.1 | 55.32% | +2.94% | +3.01% | +3.01% | 0.00% | 24:37 | 08:36 | 15:24 | 20:59 | 28:12 | 1:05:42 | 12:48 | 09:28 |
 | Spirit Vessel | 65 | 49.62% | 67.3 | 52.31% | -2.24% | +16.44% | -8.56% | -5.07% | 17:07 | 08:42 | 14:21 | 15:55 | 19:17 | 29:16 | 04:56 | 03:39 |
 | Linken's Sphere | 9 | 6.87% | 65.5 | 77.78% | +26.14% | +22.22% | -27.78% | -2.12% | 30:34 | 16:26 | 16:31 | 31:47 | 40:09 | 48:24 | 23:38 | 17:30 |
 | Fluffy Hat | 29 | 22.14% | 63.6 | 58.62% | +6.66% | -15.76% | -1.48% | 2.19% | 13:41 | 00:50 | 08:48 | 10:33 | 15:20 | 44:14 | 06:32 | 04:50 |
 | Solar Crest | 15 | 11.45% | 61.8 | 66.67% | +14.95% | +8.33% | -16.67% | -3.80% | 20:41 | 12:27 | 16:35 | 19:45 | 23:10 | 34:04 | 06:35 | 04:52 |
 | Drum of Endurance | 4 | 3.05% | 60.0 | 100.00% | +48.03% | 0.00% | 0.00% | 0.00% | 18:04 | 13:30 | 13:30 | 14:10 | 20:52 | 23:42 | 07:22 | 05:27 |
 | Wind Lace | 44 | 33.59% | 58.2 | 52.27% | -1.75% | +20.46% | +2.28% | -2.80% | 17:48 | 09:01 | 14:18 | 16:29 | 20:47 | 34:03 | 06:29 | 04:48 |
 | Aghanim's Shard | 24 | 18.32% | 56.4 | 58.33% | +5.99% | -25.00% | +25.00% | 6.25% | 31:30 | 22:24 | 26:10 | 28:25 | 34:10 | 57:27 | 08:00 | 05:55 |
 | Aeon Disk | 3 | 2.29% | 54.5 | 100.00% | +47.66% | 0.00% | 0.00% | 0.00% | 37:31 | 29:02 | 29:02 | 36:34 | 46:58 | 46:58 | 17:56 | 13:17 |
 | Dragon Lance | 3 | 2.29% | 52.7 | 100.00% | +47.66% | 0.00% | 0.00% | 0.00% | 15:05 | 12:33 | 12:33 | 15:52 | 16:49 | 16:49 | 04:16 | 03:09 |
 | Nullifier | 3 | 2.29% | 50.9 | 100.00% | +47.66% | 0.00% | 0.00% | 0.00% | 44:19 | 35:54 | 35:54 | 47:15 | 49:47 | 49:47 | 13:53 | 10:17 |
 | Helm of Iron Will | 3 | 2.29% | 49.1 | 100.00% | +47.66% | 0.00% | 0.00% | 0.00% | 44:00 | 35:35 | 35:35 | 46:55 | 49:30 | 49:30 | 13:55 | 10:18 |
 | Eul's Scepter of Divinity | 22 | 16.79% | 47.3 | 50.00% | -4.13% | 0.00% | -50.00% | -5.89% | 23:28 | 16:59 | 18:52 | 20:04 | 27:21 | 41:55 | 08:29 | 06:17 |
 | Wraith Band | 5 | 3.82% | 45.5 | 80.00% | +27.62% | +20.00% | -80.00% | 0.00% | 05:30 | 01:06 | 01:06 | 03:12 | 06:38 | 14:17 | 05:32 | 04:05 |
 | Eye of Skadi | 5 | 3.82% | 43.6 | 80.00% | +27.62% | +20.00% | -80.00% | 0.00% | 29:49 | 26:37 | 26:37 | 30:17 | 31:48 | 33:28 | 05:11 | 03:50 |
 | Blink Dagger | 10 | 7.63% | 41.8 | 60.00% | +7.11% | +40.00% | -10.00% | -2.98% | 39:58 | 23:20 | 31:42 | 42:20 | 48:29 | 54:35 | 16:47 | 12:25 |
 | Crystalys | 4 | 3.05% | 40.0 | 75.00% | +22.24% | +25.00% | +25.00% | 0.00% | 36:14 | 29:00 | 29:00 | 32:29 | 35:58 | 47:29 | 06:58 | 05:09 |
 | Quelling Blade | 10 | 7.63% | 38.2 | 50.00% | -3.72% | +16.67% | -50.00% | -7.66% | 05:47 | -01:29 | -01:25 | 06:26 | 10:07 | 11:31 | 11:32 | 08:32 |
 | Desolator | 2 | 1.53% | 36.4 | 100.00% | +47.29% | 0.00% | 0.00% | 0.00% | 27:52 | 21:14 | 21:14 | 34:30 | 34:30 | 34:30 | 13:16 | 09:49 |
 | Mjollnir | 2 | 1.53% | 34.5 | 100.00% | +47.29% | 0.00% | 0.00% | 0.00% | 39:14 | 35:32 | 35:32 | 42:56 | 42:56 | 42:56 | 07:24 | 05:28 |
 | Lotus Orb | 8 | 6.11% | 32.7 | 50.00% | -3.66% | -50.00% | 0.00% | 0.00% | 26:17 | 19:15 | 21:01 | 26:39 | 30:03 | 31:52 | 09:02 | 06:41 |
 | Orchid Malevolence | 8 | 6.11% | 30.9 | 50.00% | -3.66% | 0.00% | 0.00% | 0.00% | 22:13 | 16:53 | 18:13 | 22:06 | 22:14 | 31:45 | 04:01 | 02:58 |
 | Force Staff | 5 | 3.82% | 29.1 | 60.00% | +6.83% | +40.00% | +40.00% | 0.00% | 27:11 | 19:13 | 19:13 | 25:17 | 25:20 | 42:04 | 06:07 | 04:31 |
 | Falcon Blade | 4 | 3.05% | 27.3 | 50.00% | -3.54% | -50.00% | +50.00% | 0.00% | 12:49 | 03:08 | 03:08 | 05:29 | 05:56 | 36:41 | 02:48 | 02:04 |
 | Skull Basher | 1 | 0.76% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 00:00 | 00:00 |
 | Bracer | 1 | 0.76% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.76% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.76% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:56 | 59:56 | 59:56 | 59:56 | 59:56 | 59:56 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.76% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:51 | 1:10:51 | 1:10:51 | 1:10:51 | 1:10:51 | 1:10:51 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.76% | 16.4 | 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 |
 | Daedalus | 1 | 0.76% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:39 | 51:39 | 51:39 | 51:39 | 51:39 | 51:39 | 00:00 | 00:00 |
 | Aether Lens | 5 | 3.82% | 12.7 | 40.00% | -13.97% | +60.00% | +60.00% | 0.00% | 50:12 | 32:03 | 32:03 | 49:41 | 54:54 | 1:06:04 | 22:51 | 16:55 |
 | Bloodthorn | 2 | 1.53% | 10.9 | 50.00% | -3.49% | +50.00% | 0.00% | 0.00% | 27:43 | 24:10 | 24:10 | 31:16 | 31:16 | 31:16 | 07:06 | 05:15 |
 | Bottle | 2 | 1.53% | 9.1 | 50.00% | -3.49% | +50.00% | 0.00% | 0.00% | 21:44 | 02:53 | 02:53 | 40:34 | 40:34 | 40:34 | 37:41 | 27:54 |
 | Sange | 2 | 1.53% | 7.3 | 50.00% | -3.49% | -50.00% | 0.00% | 0.00% | 22:47 | 15:29 | 15:29 | 30:04 | 30:04 | 30:04 | 14:35 | 10:48 |
 | Ghost Scepter | 1 | 0.76% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:27 | 28:27 | 28:27 | 28:27 | 28:27 | 28:27 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.76% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 00:00 | 00:00 |
 | Yasha | 1 | 0.76% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 00:00 | 00:00 |