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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 | 50 | 46.73% | 100.0 | 68.00% | +24.14% | -14.15% | -9.67% | 0.65% | 24:40 | 15:02 | 19:48 | 23:32 | 26:44 | 49:23 | 06:56 | 05:08 |
 | Ring of Protection | 55 | 51.40% | 98.2 | 65.45% | +21.22% | +20.26% | -15.45% | -4.33% | 07:12 | -01:29 | 01:26 | 06:59 | 09:41 | 55:43 | 08:15 | 06:06 |
 | Urn of Shadows | 46 | 42.99% | 96.4 | 65.22% | +17.68% | +26.45% | -10.67% | -9.44% | 09:17 | 03:35 | 07:46 | 09:02 | 11:42 | 14:56 | 03:56 | 02:54 |
 | Glimmer Cape | 37 | 34.58% | 94.6 | 64.86% | +14.86% | -31.53% | +1.81% | 4.09% | 23:58 | 12:05 | 18:46 | 23:27 | 26:55 | 41:24 | 08:09 | 06:02 |
 | Magic Stick | 71 | 66.36% | 92.9 | 59.15% | +11.93% | +1.96% | +7.52% | 5.56% | 01:41 | -01:30 | -01:29 | -01:28 | 02:28 | 12:46 | 03:57 | 02:55 |
 | Solar Crest | 5 | 4.67% | 91.1 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 22:06 | 17:27 | 17:27 | 20:49 | 24:04 | 30:17 | 06:37 | 04:54 |
 | Boots of Speed | 106 | 99.07% | 89.3 | 54.72% | -45.28% | -2.87% | +18.36% | 6.09% | 04:34 | -01:29 | 02:41 | 04:19 | 06:10 | 22:40 | 03:29 | 02:34 |
 | Wind Lace | 99 | 92.52% | 87.5 | 54.55% | -7.95% | -26.55% | +13.45% | 7.77% | 06:01 | -01:29 | 03:32 | 05:39 | 08:41 | 20:50 | 05:09 | 03:48 |
 | Fluffy Hat | 77 | 71.96% | 85.7 | 55.84% | +2.51% | +2.05% | +7.32% | 0.49% | 15:22 | 01:37 | 09:01 | 13:41 | 19:42 | 33:44 | 10:41 | 07:54 |
 | Crown | 21 | 19.63% | 83.9 | 66.67% | +14.34% | -26.67% | -6.67% | 1.63% | 19:16 | -01:29 | 12:55 | 19:34 | 25:10 | 45:11 | 12:15 | 09:04 |
 | Spirit Vessel | 35 | 32.71% | 82.1 | 60.00% | +7.22% | +17.78% | -4.44% | -4.80% | 16:10 | 10:22 | 13:36 | 16:03 | 18:14 | 22:45 | 04:38 | 03:25 |
 | Force Staff | 68 | 63.55% | 80.4 | 54.41% | -2.00% | -1.47% | -1.47% | 0.00% | 21:27 | 11:51 | 15:43 | 20:08 | 26:19 | 37:42 | 10:36 | 07:51 |
 | Tranquil Boots | 81 | 75.70% | 78.6 | 53.09% | -8.45% | -3.09% | +31.91% | 8.90% | 08:51 | 03:37 | 06:09 | 07:31 | 10:05 | 35:36 | 03:56 | 02:54 |
 | Boots of Bearing | 7 | 6.54% | 76.8 | 85.71% | +32.71% | -35.71% | +14.29% | 0.00% | 27:32 | 24:28 | 24:52 | 26:48 | 27:40 | 35:36 | 02:48 | 02:04 |
 | Drum of Endurance | 16 | 14.95% | 75.0 | 68.75% | +16.00% | +31.25% | -18.75% | -5.47% | 19:20 | 09:31 | 12:30 | 16:16 | 21:38 | 42:30 | 09:08 | 06:45 |
 | Magic Wand | 59 | 55.14% | 73.2 | 54.24% | -2.01% | -7.57% | +5.76% | 2.15% | 08:08 | 02:33 | 04:43 | 08:32 | 10:55 | 17:59 | 06:12 | 04:35 |
 | Void Stone | 29 | 27.10% | 71.4 | 58.62% | +4.77% | -1.48% | -1.48% | 0.00% | 27:38 | 10:50 | 17:36 | 27:29 | 33:54 | 53:19 | 16:18 | 12:04 |
 | Ring of Health | 11 | 10.28% | 69.6 | 72.73% | +19.60% | +27.27% | +27.27% | 0.00% | 27:33 | 17:35 | 20:01 | 26:25 | 31:26 | 44:22 | 11:25 | 08:27 |
 | Ghost Scepter | 27 | 25.23% | 67.9 | 55.56% | +0.56% | +15.87% | +1.58% | -2.06% | 24:37 | 15:16 | 20:11 | 24:01 | 27:08 | 36:10 | 06:57 | 05:08 |
 | Blight Stone | 6 | 5.61% | 66.1 | 83.33% | +29.86% | +16.67% | +16.67% | 0.00% | 17:20 | 02:25 | 14:33 | 17:12 | 24:35 | 25:07 | 10:02 | 07:25 |
 | Medallion of Courage | 6 | 5.61% | 64.3 | 83.33% | +29.86% | +16.67% | +16.67% | 0.00% | 19:03 | 08:48 | 14:55 | 17:12 | 24:45 | 25:17 | 09:50 | 07:17 |
 | Chainmail | 6 | 5.61% | 62.5 | 83.33% | +29.86% | +16.67% | +16.67% | 0.00% | 18:19 | 07:54 | 13:38 | 17:12 | 24:10 | 24:55 | 10:32 | 07:48 |
 | Aghanim's Scepter | 13 | 12.15% | 60.7 | 61.54% | +7.28% | -28.21% | +5.13% | 2.74% | 30:33 | 15:26 | 22:20 | 32:10 | 34:29 | 46:14 | 12:09 | 09:00 |
 | Headdress | 9 | 8.41% | 58.9 | 66.67% | +12.59% | +33.33% | +33.33% | 0.00% | 04:28 | -01:29 | -01:29 | -01:29 | -01:28 | 31:41 | 00:01 | 00:00 |
 | Black King Bar | 7 | 6.54% | 57.1 | 71.43% | +17.43% | +28.57% | -21.43% | 0.00% | 22:32 | 17:00 | 17:57 | 22:04 | 24:45 | 31:26 | 06:48 | 05:02 |
 | Aether Lens | 5 | 4.67% | 55.4 | 80.00% | +26.08% | +20.00% | -80.00% | 0.00% | 27:33 | 16:00 | 16:00 | 22:07 | 38:16 | 39:56 | 22:16 | 16:29 |
 | Aeon Disk | 12 | 11.21% | 53.6 | 58.33% | +3.59% | -25.00% | +8.34% | 4.48% | 37:55 | 32:48 | 33:20 | 36:06 | 40:47 | 48:29 | 07:27 | 05:31 |
 | Helm of Iron Will | 8 | 7.48% | 51.8 | 62.50% | +7.95% | -62.50% | -12.50% | 4.35% | 25:43 | 13:32 | 16:45 | 23:40 | 28:15 | 45:11 | 11:30 | 08:31 |
 | Helm of the Dominator | 8 | 7.48% | 50.0 | 62.50% | +7.95% | -12.50% | -12.50% | 0.00% | 27:32 | 16:38 | 20:25 | 25:35 | 29:15 | 45:26 | 08:50 | 06:32 |
 | Kaya | 11 | 10.28% | 48.2 | 54.55% | -0.66% | +12.12% | -21.22% | -5.10% | 18:25 | 12:01 | 13:56 | 16:34 | 20:28 | 30:01 | 06:32 | 04:50 |
 | Scythe of Vyse | 12 | 11.21% | 46.4 | 50.00% | -5.79% | +16.67% | -16.67% | -2.12% | 39:54 | 27:35 | 31:14 | 35:50 | 46:59 | 53:19 | 15:45 | 11:40 |
 | Octarine Core | 4 | 3.74% | 44.6 | 75.00% | +20.63% | +25.00% | -75.00% | 0.00% | 29:28 | 20:17 | 20:17 | 25:37 | 26:55 | 45:02 | 06:38 | 04:54 |
 | Ethereal Blade | 10 | 9.35% | 42.9 | 50.00% | -5.67% | +50.00% | -50.00% | -13.86% | 22:42 | 18:10 | 18:50 | 21:25 | 26:03 | 30:01 | 07:13 | 05:20 |
 | Dagon (level 2) | 2 | 1.87% | 41.1 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 25:24 | 22:38 | 22:38 | 28:09 | 28:09 | 28:09 | 05:31 | 04:05 |
 | Hood of Defiance | 2 | 1.87% | 39.3 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 26:16 | 20:25 | 20:25 | 32:06 | 32:06 | 32:06 | 11:41 | 08:39 |
 | Pipe of Insight | 2 | 1.87% | 39.3 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 26:16 | 20:25 | 20:25 | 32:06 | 32:06 | 32:06 | 11:41 | 08:39 |
 | Lotus Orb | 7 | 6.54% | 35.7 | 57.14% | +2.14% | +42.86% | +42.86% | 0.00% | 30:35 | 22:40 | 23:50 | 27:29 | 31:38 | 44:22 | 07:48 | 05:46 |
 | Null Talisman | 11 | 10.28% | 33.9 | 45.45% | -10.80% | -12.12% | -12.12% | 0.00% | 02:06 | -01:28 | 00:40 | 01:46 | 01:56 | 06:19 | 01:16 | 00:56 |
 | Quelling Blade | 15 | 14.02% | 32.1 | 40.00% | -17.61% | +10.00% | +10.00% | 0.00% | 09:32 | -01:29 | -01:28 | 09:25 | 10:11 | 48:02 | 11:39 | 08:37 |
 | Dagon | 8 | 7.48% | 30.4 | 50.00% | -5.56% | 0.00% | 0.00% | 0.00% | 18:22 | 08:05 | 11:24 | 16:52 | 21:16 | 28:58 | 09:52 | 07:18 |
 | Dagon (level 4) | 1 | 0.93% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.93% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.93% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.93% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.93% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 00:00 | 00:00 |
 | Orchid Malevolence | 6 | 5.61% | 19.6 | 33.33% | -23.11% | +16.67% | -33.33% | 0.00% | 16:56 | 12:00 | 13:49 | 16:32 | 18:38 | 22:51 | 04:49 | 03:34 |
 | Bracer | 2 | 1.87% | 17.9 | 50.00% | -5.24% | -50.00% | 0.00% | 0.00% | 14:40 | 13:45 | 13:45 | 15:34 | 15:34 | 15:34 | 01:49 | 01:20 |
 | Buckler | 2 | 1.87% | 16.1 | 50.00% | -5.24% | +50.00% | 0.00% | 0.00% | 47:43 | 39:42 | 39:42 | 55:43 | 55:43 | 55:43 | 16:01 | 11:51 |
 | Blink Dagger | 5 | 4.67% | 14.3 | 20.00% | -36.86% | -20.00% | -20.00% | 0.00% | 36:36 | 21:48 | 21:48 | 36:43 | 39:09 | 55:16 | 17:21 | 12:51 |
 | Vladmir's Offering | 1 | 0.93% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:47 | 55:47 | 55:47 | 55:47 | 55:47 | 55:47 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.93% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:47 | 55:47 | 55:47 | 55:47 | 55:47 | 55:47 | 00:00 | 00:00 |
 | Bottle | 1 | 0.93% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.93% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:45 | 55:45 | 55:45 | 55:45 | 55:45 | 55:45 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.93% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Sange | 1 | 0.93% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.93% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 00:00 | 00:00 |