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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 | |
 | Ghost Scepter | 10 | 10.20% | 100.0 | 90.00% | +33.18% | +10.00% | +10.00% | 0.00% | 32:09 | 20:28 | 21:32 | 26:06 | 41:22 | 54:59 | 19:50 | 14:41 |
 | Ring of Protection | 24 | 24.49% | 98.2 | 75.00% | +19.59% | +8.33% | +25.00% | 0.86% | 12:47 | -01:29 | -01:29 | 10:28 | 20:52 | 44:18 | 22:21 | 16:33 |
 | Magic Wand | 77 | 78.57% | 96.5 | 64.94% | +22.08% | -7.05% | -12.31% | -1.24% | 12:05 | 01:05 | 09:51 | 12:14 | 14:05 | 20:44 | 04:14 | 03:08 |
 | Chainmail | 23 | 23.47% | 94.7 | 73.91% | +17.91% | -7.24% | +9.42% | 1.70% | 17:01 | 07:05 | 09:19 | 16:00 | 19:07 | 37:00 | 09:48 | 07:15 |
 | Force Staff | 28 | 28.57% | 93.0 | 71.43% | +15.72% | +14.28% | -28.57% | -4.84% | 28:38 | 19:54 | 24:14 | 26:11 | 33:05 | 39:32 | 08:51 | 06:33 |
 | Wind Lace | 95 | 96.94% | 91.2 | 61.05% | +27.72% | -6.88% | -2.72% | 0.89% | 04:27 | -01:29 | 02:06 | 04:26 | 06:45 | 16:03 | 04:39 | 03:26 |
 | Magic Stick | 97 | 98.98% | 89.5 | 60.82% | +60.82% | -6.65% | +5.85% | 1.89% | 06:19 | -01:30 | 02:37 | 07:01 | 09:14 | 16:38 | 06:37 | 04:54 |
 | Medallion of Courage | 17 | 17.35% | 87.7 | 76.47% | +19.68% | +23.53% | +23.53% | 0.00% | 21:32 | 13:33 | 16:58 | 19:44 | 26:08 | 37:00 | 09:10 | 06:47 |
 | Blight Stone | 17 | 17.35% | 86.0 | 76.47% | +19.68% | +23.53% | +23.53% | 0.00% | 21:08 | 13:08 | 16:58 | 19:11 | 25:31 | 37:00 | 08:33 | 06:20 |
 | Boots of Speed | 98 | 100.00% | 84.2 | 60.20% | +60.20% | +11.80% | -6.03% | -2.61% | 03:40 | -01:30 | -01:29 | 03:56 | 08:19 | 18:15 | 09:48 | 07:15 |
 | Void Stone | 11 | 11.22% | 82.5 | 81.82% | +24.35% | +18.18% | +18.18% | 0.00% | 27:30 | 13:49 | 18:09 | 25:55 | 31:30 | 43:28 | 13:21 | 09:53 |
 | Tranquil Boots | 81 | 82.65% | 80.7 | 58.02% | -12.57% | +6.98% | -8.02% | -2.88% | 09:48 | 02:56 | 06:46 | 09:37 | 11:58 | 21:51 | 05:12 | 03:51 |
 | Black King Bar | 5 | 5.10% | 78.9 | 100.00% | +41.94% | 0.00% | 0.00% | 0.00% | 35:39 | 25:58 | 25:58 | 30:49 | 33:13 | 59:52 | 07:15 | 05:22 |
 | Drum of Endurance | 18 | 18.37% | 77.2 | 72.22% | +14.72% | -12.22% | +2.78% | 2.37% | 19:26 | 11:02 | 16:12 | 18:26 | 22:31 | 27:25 | 06:19 | 04:40 |
 | Ring of Basilius | 22 | 22.45% | 75.4 | 68.18% | +10.29% | +15.15% | +11.82% | -0.38% | 16:22 | 10:23 | 11:48 | 13:38 | 20:28 | 31:06 | 08:40 | 06:25 |
 | Aghanim's Scepter | 7 | 7.14% | 73.7 | 85.71% | +27.47% | +14.29% | +14.29% | 0.00% | 29:51 | 22:21 | 23:37 | 27:57 | 33:45 | 39:37 | 10:08 | 07:30 |
 | Veil of Discord | 9 | 9.18% | 71.9 | 77.78% | +19.35% | -27.78% | -27.78% | 0.00% | 20:23 | 15:42 | 16:34 | 20:26 | 23:34 | 27:27 | 07:00 | 05:11 |
 | Buckler | 9 | 9.18% | 70.2 | 77.78% | +19.35% | -27.78% | +22.22% | 3.03% | 29:10 | 12:23 | 20:45 | 25:11 | 37:15 | 44:18 | 16:30 | 12:13 |
 | Aghanim's Shard | 4 | 4.08% | 68.4 | 100.00% | +41.49% | 0.00% | 0.00% | 0.00% | 32:38 | 24:14 | 24:14 | 25:39 | 36:25 | 44:15 | 12:11 | 09:01 |
 | Solar Crest | 4 | 4.08% | 66.7 | 100.00% | +41.49% | 0.00% | 0.00% | 0.00% | 34:33 | 32:59 | 32:59 | 33:22 | 33:58 | 37:51 | 00:59 | 00:43 |
 | Ring of Health | 4 | 4.08% | 64.9 | 100.00% | +41.49% | 0.00% | 0.00% | 0.00% | 40:00 | 36:23 | 36:23 | 39:11 | 40:59 | 43:26 | 04:36 | 03:24 |
 | Vladmir's Offering | 6 | 6.12% | 63.2 | 83.33% | +24.63% | -33.33% | +16.67% | 4.84% | 31:09 | 21:10 | 25:47 | 29:32 | 36:07 | 44:17 | 10:20 | 07:39 |
 | Morbid Mask | 6 | 6.12% | 61.4 | 83.33% | +24.63% | -33.33% | +16.67% | 4.42% | 29:28 | 20:48 | 24:30 | 25:11 | 35:49 | 43:54 | 11:19 | 08:22 |
 | Eul's Scepter of Divinity | 6 | 6.12% | 59.6 | 83.33% | +24.63% | +16.67% | -83.33% | -7.87% | 28:20 | 19:04 | 22:59 | 24:29 | 35:41 | 36:34 | 12:42 | 09:24 |
 | Crown | 10 | 10.20% | 57.9 | 70.00% | +10.91% | +30.00% | -70.00% | -10.89% | 19:20 | 13:11 | 13:56 | 15:33 | 23:07 | 36:40 | 09:11 | 06:48 |
 | Glimmer Cape | 23 | 23.47% | 56.1 | 56.52% | -4.81% | +26.81% | +10.15% | -2.33% | 28:33 | 19:45 | 23:35 | 29:05 | 30:44 | 46:01 | 07:09 | 05:17 |
 | Orb of Venom | 18 | 18.37% | 54.4 | 55.56% | -5.69% | -15.56% | +19.44% | 35.00% | -01:00 | -01:29 | -01:29 | -01:29 | -01:28 | 06:20 | 00:01 | 00:00 |
 | Phase Boots | 9 | 9.18% | 52.6 | 66.67% | +7.12% | +33.33% | -16.67% | -9.04% | 13:12 | 07:29 | 08:32 | 11:27 | 14:04 | 28:06 | 05:32 | 04:05 |
 | Lotus Orb | 3 | 3.06% | 50.9 | 100.00% | +41.05% | 0.00% | 0.00% | 0.00% | 41:19 | 39:27 | 39:27 | 41:00 | 43:31 | 43:31 | 04:04 | 03:00 |
 | Arcane Boots | 3 | 3.06% | 49.1 | 100.00% | +41.05% | 0.00% | 0.00% | 0.00% | 28:16 | 18:03 | 18:03 | 33:09 | 33:35 | 33:35 | 15:32 | 11:30 |
 | Aeon Disk | 2 | 2.04% | 47.4 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 60:49 | 55:01 | 55:01 | 1:06:37 | 1:06:37 | 1:06:37 | 11:36 | 08:35 |
 | Blink Dagger | 2 | 2.04% | 45.6 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 44:28 | 38:44 | 38:44 | 50:11 | 50:11 | 50:11 | 11:27 | 08:28 |
 | Sange | 2 | 2.04% | 43.9 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 36:26 | 27:48 | 27:48 | 45:03 | 45:03 | 45:03 | 17:15 | 12:46 |
 | Hand of Midas | 2 | 2.04% | 42.1 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 11:56 | 10:35 | 10:35 | 13:16 | 13:16 | 13:16 | 02:41 | 01:59 |
 | Assault Cuirass | 2 | 2.04% | 40.4 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 42:41 | 40:33 | 40:33 | 44:48 | 44:48 | 44:48 | 04:15 | 03:08 |
 | Bracer | 7 | 7.14% | 38.6 | 57.14% | -3.30% | -7.14% | -7.14% | 0.00% | 10:14 | 01:33 | 02:10 | 06:48 | 10:20 | 27:18 | 08:10 | 06:02 |
 | Quelling Blade | 8 | 8.16% | 36.8 | 50.00% | -11.11% | +50.00% | -50.00% | -6.45% | 08:38 | -01:29 | -01:29 | 03:18 | 16:59 | 27:07 | 18:28 | 13:40 |
 | Yasha | 1 | 1.02% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.02% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:44 | 16:44 | 16:44 | 16:44 | 16:44 | 16:44 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.02% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.02% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 00:00 | 00:00 |
 | Headdress | 1 | 1.02% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 00:00 | 00:00 |
 | Dagon | 1 | 1.02% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.02% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 1.02% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 1.02% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 1.02% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:33 | 48:33 | 48:33 | 48:33 | 48:33 | 48:33 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.02% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.02% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:46 | 50:46 | 50:46 | 50:46 | 50:46 | 50:46 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.02% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.02% | 12.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.02% | 10.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:51 | 46:51 | 46:51 | 46:51 | 46:51 | 46:51 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.02% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 00:00 | 00:00 |
 | Soul Ring | 2 | 2.04% | 7.0 | 50.00% | -10.42% | +50.00% | 0.00% | 0.00% | 14:26 | 12:50 | 12:50 | 16:02 | 16:02 | 16:02 | 03:12 | 02:22 |
 | Urn of Shadows | 3 | 3.06% | 5.3 | 33.33% | -27.72% | -33.33% | 0.00% | 0.00% | 15:03 | 11:27 | 11:27 | 14:08 | 19:34 | 19:34 | 08:07 | 06:00 |
 | Fluffy Hat | 5 | 5.10% | 3.5 | 20.00% | -42.37% | -20.00% | -20.00% | 0.00% | 14:24 | 11:51 | 11:51 | 14:09 | 14:47 | 18:21 | 02:56 | 02:10 |
 | Power Treads | 2 | 2.04% | 1.8 | 0.00% | -61.46% | 0.00% | 0.00% | 0.00% | 32:43 | 30:17 | 30:17 | 35:08 | 35:08 | 35:08 | 04:51 | 03:35 |