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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 | |
 | Gleipnir | 12 | 7.06% | 100.0 | 91.67% | +43.57% | +8.33% | +8.33% | 0.00% | 28:10 | 23:07 | 24:09 | 27:35 | 28:29 | 41:12 | 04:20 | 03:12 |
 | Maelstrom | 21 | 12.35% | 98.2 | 80.95% | +33.97% | -0.95% | -0.95% | 0.00% | 21:07 | 10:13 | 12:44 | 21:43 | 26:12 | 49:24 | 13:28 | 09:58 |
 | Javelin | 22 | 12.94% | 96.5 | 77.27% | +29.97% | -10.60% | -17.27% | -0.55% | 17:52 | 06:15 | 10:21 | 17:24 | 22:30 | 49:19 | 12:09 | 09:00 |
 | Boots of Speed | 24 | 14.12% | 94.7 | 75.00% | +27.74% | +8.33% | -8.33% | -3.16% | 10:34 | 02:44 | 07:00 | 09:21 | 12:16 | 22:45 | 05:16 | 03:54 |
 | Power Treads | 23 | 13.53% | 93.0 | 73.91% | +26.29% | +9.42% | -23.91% | -4.58% | 12:09 | 03:26 | 07:53 | 11:18 | 15:10 | 22:45 | 07:17 | 05:23 |
 | Black King Bar | 23 | 13.53% | 91.2 | 73.91% | +26.29% | +9.42% | -23.91% | -2.90% | 28:55 | 19:20 | 21:51 | 27:31 | 33:20 | 47:37 | 11:29 | 08:30 |
 | Rod of Atos | 30 | 17.65% | 89.5 | 70.00% | +22.86% | +5.00% | -12.86% | -3.68% | 21:40 | 15:49 | 18:12 | 20:41 | 23:03 | 40:48 | 04:51 | 03:35 |
 | Crown | 51 | 30.00% | 87.7 | 60.78% | +13.72% | +0.76% | +0.76% | 0.00% | 16:28 | 05:43 | 12:17 | 14:44 | 18:39 | 40:48 | 06:22 | 04:42 |
 | Magic Stick | 167 | 98.24% | 86.0 | 52.10% | +52.10% | +7.42% | -6.86% | -2.89% | 03:13 | -01:29 | -01:29 | 02:17 | 06:25 | 13:14 | 07:54 | 05:51 |
 | Blight Stone | 41 | 24.12% | 84.2 | 60.98% | +12.92% | +9.02% | -0.98% | -0.84% | 10:30 | -01:29 | 03:53 | 11:00 | 15:51 | 30:50 | 11:58 | 08:51 |
 | Ring of Health | 21 | 12.35% | 82.5 | 66.67% | +17.68% | +13.33% | +13.33% | 0.00% | 25:35 | 07:30 | 16:44 | 24:50 | 30:00 | 48:20 | 13:16 | 09:49 |
 | Magic Wand | 143 | 84.12% | 80.7 | 50.35% | -5.21% | +5.21% | +7.98% | 0.61% | 09:10 | 01:38 | 05:49 | 08:52 | 10:21 | 32:04 | 04:32 | 03:21 |
 | Ring of Protection | 131 | 77.06% | 78.9 | 49.62% | -6.79% | -7.20% | -4.17% | 0.82% | 03:11 | -01:29 | -01:28 | 03:36 | 05:10 | 12:40 | 06:38 | 04:54 |
 | Chainmail | 36 | 21.18% | 77.2 | 58.33% | +9.08% | -13.89% | +8.34% | 2.62% | 13:16 | 04:18 | 08:49 | 12:12 | 17:19 | 30:50 | 08:30 | 06:17 |
 | Urn of Shadows | 128 | 75.29% | 75.4 | 49.22% | -7.92% | +0.78% | -8.59% | -3.31% | 06:32 | 01:44 | 05:03 | 06:17 | 07:53 | 12:55 | 02:50 | 02:05 |
 | Eye of Skadi | 7 | 4.12% | 73.7 | 85.71% | +36.02% | +14.29% | -35.71% | 0.00% | 31:44 | 26:37 | 26:57 | 30:21 | 31:48 | 42:43 | 04:51 | 03:35 |
 | Fluffy Hat | 41 | 24.12% | 71.9 | 56.10% | +6.49% | -16.10% | +3.90% | 3.33% | 12:28 | -01:29 | 08:39 | 09:50 | 14:39 | 44:14 | 06:00 | 04:26 |
 | Medallion of Courage | 35 | 20.59% | 70.2 | 57.14% | +7.51% | -12.70% | -1.58% | 1.30% | 13:34 | 04:56 | 08:49 | 12:36 | 17:24 | 30:50 | 08:35 | 06:21 |
 | Aghanim's Scepter | 62 | 36.47% | 68.4 | 51.61% | +0.68% | +10.89% | +8.39% | -0.40% | 31:11 | 17:26 | 27:34 | 30:37 | 33:53 | 52:25 | 06:19 | 04:40 |
 | Aghanim's Shard | 27 | 15.88% | 66.7 | 59.26% | +9.61% | -16.40% | +12.17% | 4.98% | 31:24 | 22:24 | 26:37 | 29:29 | 32:21 | 57:27 | 05:44 | 04:14 |
 | Linken's Sphere | 9 | 5.29% | 64.9 | 77.78% | +28.09% | +22.22% | -27.78% | 0.00% | 30:34 | 16:26 | 16:31 | 31:47 | 40:09 | 48:24 | 23:38 | 17:30 |
 | Blink Dagger | 15 | 8.82% | 63.2 | 66.67% | +16.99% | +8.33% | -41.67% | -3.55% | 37:30 | 23:20 | 29:09 | 33:48 | 43:14 | 54:35 | 14:05 | 10:25 |
 | Spirit Vessel | 83 | 48.82% | 61.4 | 48.19% | -5.83% | +23.24% | -10.09% | -6.92% | 17:20 | 08:42 | 14:28 | 16:45 | 19:17 | 33:55 | 04:49 | 03:34 |
 | Aeon Disk | 4 | 2.35% | 59.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:08 | 29:02 | 29:02 | 35:56 | 36:34 | 46:58 | 07:32 | 05:34 |
 | Void Stone | 59 | 34.71% | 57.9 | 49.15% | -3.10% | -2.48% | +4.18% | 0.53% | 22:45 | 08:36 | 14:31 | 19:21 | 27:02 | 1:05:42 | 12:31 | 09:16 |
 | Wind Lace | 60 | 35.29% | 56.1 | 48.33% | -4.40% | +5.00% | +5.00% | 0.00% | 17:08 | 07:11 | 14:08 | 16:12 | 19:14 | 34:03 | 05:06 | 03:46 |
 | Solar Crest | 16 | 9.41% | 54.4 | 62.50% | +12.50% | +12.50% | -37.50% | -7.50% | 20:57 | 12:27 | 16:35 | 19:45 | 23:15 | 34:04 | 06:40 | 04:56 |
 | Wraith Band | 6 | 3.53% | 52.6 | 83.33% | +33.33% | +16.67% | -83.33% | 0.00% | 04:55 | 01:06 | 02:01 | 02:17 | 06:38 | 14:17 | 04:37 | 03:25 |
 | Drum of Endurance | 6 | 3.53% | 50.9 | 83.33% | +33.33% | +16.67% | -83.33% | 0.00% | 19:14 | 13:30 | 14:10 | 18:10 | 23:42 | 25:00 | 09:32 | 07:03 |
 | Helm of Iron Will | 3 | 1.76% | 49.1 | 100.00% | +49.70% | 0.00% | 0.00% | 0.00% | 44:00 | 35:35 | 35:35 | 46:55 | 49:30 | 49:30 | 13:55 | 10:18 |
 | Dragon Lance | 3 | 1.76% | 47.4 | 100.00% | +49.70% | 0.00% | 0.00% | 0.00% | 15:05 | 12:33 | 12:33 | 15:52 | 16:49 | 16:49 | 04:16 | 03:09 |
 | Nullifier | 3 | 1.76% | 45.6 | 100.00% | +49.70% | 0.00% | 0.00% | 0.00% | 44:19 | 35:54 | 35:54 | 47:15 | 49:47 | 49:47 | 13:53 | 10:17 |
 | Force Staff | 7 | 4.12% | 43.9 | 71.43% | +21.12% | +28.57% | +28.57% | 0.00% | 26:24 | 15:38 | 19:13 | 25:17 | 25:20 | 42:04 | 06:07 | 04:31 |
 | Orchid Malevolence | 12 | 7.06% | 42.1 | 58.33% | +7.70% | +8.34% | +8.34% | 0.00% | 22:19 | 16:53 | 18:13 | 19:22 | 22:14 | 36:34 | 04:01 | 02:58 |
 | Eul's Scepter of Divinity | 34 | 20.00% | 40.4 | 41.18% | -12.50% | -7.85% | -16.18% | -1.40% | 22:22 | 16:34 | 18:43 | 19:30 | 24:39 | 41:55 | 05:56 | 04:23 |
 | Lotus Orb | 9 | 5.29% | 38.6 | 55.56% | +4.63% | -55.56% | -5.56% | 0.00% | 26:50 | 19:15 | 21:01 | 28:29 | 31:18 | 31:52 | 10:17 | 07:37 |
 | Quelling Blade | 12 | 7.06% | 36.8 | 50.00% | -1.27% | +16.67% | -50.00% | -7.72% | 06:18 | -01:29 | -01:29 | 06:26 | 10:07 | 19:13 | 11:36 | 08:35 |
 | Desolator | 2 | 1.18% | 35.1 | 100.00% | +49.40% | 0.00% | 0.00% | 0.00% | 27:52 | 21:14 | 21:14 | 34:30 | 34:30 | 34:30 | 13:16 | 09:49 |
 | Mjollnir | 2 | 1.18% | 33.3 | 100.00% | +49.40% | 0.00% | 0.00% | 0.00% | 39:14 | 35:32 | 35:32 | 42:56 | 42:56 | 42:56 | 07:24 | 05:28 |
 | Crystalys | 5 | 2.94% | 31.6 | 60.00% | +9.09% | +40.00% | +40.00% | 0.00% | 36:03 | 29:00 | 29:00 | 35:18 | 35:58 | 47:29 | 06:58 | 05:09 |
 | Falcon Blade | 6 | 3.53% | 29.8 | 50.00% | -1.22% | 0.00% | +50.00% | 0.00% | 11:25 | 03:08 | 05:29 | 05:56 | 11:08 | 36:41 | 05:39 | 04:11 |
 | Sange | 3 | 1.76% | 28.1 | 66.67% | +15.77% | -66.67% | 0.00% | 0.00% | 23:24 | 15:29 | 15:29 | 24:39 | 30:04 | 30:04 | 14:35 | 10:48 |
 | Scythe of Vyse | 1 | 0.59% | 26.3 | 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 |
 | Monkey King Bar | 1 | 0.59% | 24.6 | 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 |
 | Octarine Core | 1 | 0.59% | 22.8 | 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 |
 | Heaven's Halberd | 1 | 0.59% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.59% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:09 | 08:09 | 08:09 | 08:09 | 08:09 | 08:09 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.59% | 17.5 | 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 |
 | Aether Lens | 5 | 2.94% | 15.8 | 40.00% | -11.52% | +60.00% | +60.00% | 0.00% | 50:12 | 32:03 | 32:03 | 49:41 | 54:54 | 1:06:04 | 22:51 | 16:55 |
 | Bottle | 2 | 1.18% | 14.0 | 50.00% | -1.19% | +50.00% | 0.00% | 0.00% | 21:44 | 02:53 | 02:53 | 40:34 | 40:34 | 40:34 | 37:41 | 27:54 |
 | Daedalus | 2 | 1.18% | 12.3 | 50.00% | -1.19% | -50.00% | 0.00% | 0.00% | 46:57 | 42:14 | 42:14 | 51:39 | 51:39 | 51:39 | 09:25 | 06:58 |
 | Bloodthorn | 2 | 1.18% | 10.5 | 50.00% | -1.19% | +50.00% | 0.00% | 0.00% | 27:43 | 24:10 | 24:10 | 31:16 | 31:16 | 31:16 | 07:06 | 05:15 |
 | Divine Rapier | 2 | 1.18% | 8.8 | 50.00% | -1.19% | -50.00% | 0.00% | 0.00% | 54:13 | 48:30 | 48:30 | 59:56 | 59:56 | 59:56 | 11:26 | 08:28 |
 | Bracer | 2 | 1.18% | 7.0 | 50.00% | -1.19% | -50.00% | 0.00% | 0.00% | 13:23 | 06:25 | 06:25 | 20:20 | 20:20 | 20:20 | 13:55 | 10:18 |
 | Sange and Yasha | 1 | 0.59% | 5.3 | 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 |
 | Ghost Scepter | 1 | 0.59% | 3.5 | 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 |
 | Yasha | 1 | 0.59% | 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 |