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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 | |
 | Blight Stone | 15 | 8.52% | 100.0 | 86.67% | +36.98% | -11.67% | +13.33% | 4.07% | 15:02 | 04:02 | 11:29 | 15:53 | 17:38 | 22:46 | 06:09 | 04:33 |
 | Aghanim's Scepter | 65 | 36.93% | 98.2 | 66.15% | +21.10% | -3.65% | -3.65% | 0.00% | 25:32 | 15:49 | 20:56 | 25:14 | 29:22 | 44:18 | 08:26 | 06:14 |
 | Medallion of Courage | 10 | 5.68% | 96.5 | 90.00% | +39.40% | +10.00% | +10.00% | 0.00% | 14:59 | 09:24 | 11:29 | 15:22 | 17:38 | 19:40 | 06:09 | 04:33 |
 | Shiva's Guard | 6 | 3.41% | 94.7 | 100.00% | +48.82% | 0.00% | 0.00% | 0.00% | 33:59 | 28:45 | 30:38 | 31:38 | 39:17 | 40:30 | 08:39 | 06:24 |
 | Chainmail | 134 | 76.14% | 93.0 | 55.97% | +13.11% | +2.85% | +7.67% | 1.69% | 08:08 | 02:13 | 06:43 | 08:09 | 09:34 | 17:38 | 02:51 | 02:06 |
 | Phase Boots | 128 | 72.73% | 91.2 | 54.69% | +6.77% | -7.81% | +4.69% | 4.78% | 09:20 | 04:16 | 08:01 | 09:24 | 10:38 | 16:59 | 02:37 | 01:56 |
 | Ring of Health | 141 | 80.11% | 89.5 | 53.90% | +5.33% | -8.19% | +6.10% | 2.06% | 09:20 | 02:21 | 03:13 | 04:35 | 10:09 | 45:58 | 06:56 | 05:08 |
 | Boots of Speed | 176 | 100.00% | 87.7 | 52.84% | +52.84% | +3.98% | -9.66% | -3.82% | 06:00 | -01:29 | 04:26 | 05:54 | 08:00 | 17:50 | 03:34 | 02:38 |
 | Magic Wand | 133 | 75.57% | 86.0 | 54.14% | +5.30% | -14.75% | +12.53% | 7.72% | 09:47 | 01:45 | 07:56 | 10:27 | 11:28 | 26:00 | 03:32 | 02:37 |
 | Magic Stick | 168 | 95.45% | 84.2 | 52.98% | +2.98% | +4.16% | +8.92% | 0.73% | 03:58 | -01:30 | -01:28 | 02:29 | 07:59 | 13:45 | 09:27 | 07:00 |
 | Void Stone | 75 | 42.61% | 82.5 | 57.33% | +7.83% | -4.70% | +0.56% | 0.39% | 29:10 | 06:08 | 22:45 | 27:51 | 36:22 | 48:43 | 13:37 | 10:05 |
 | Refresher Orb | 44 | 25.00% | 80.7 | 61.36% | +11.36% | +29.55% | -15.91% | -4.13% | 37:11 | 24:26 | 31:50 | 36:40 | 42:51 | 52:09 | 11:01 | 08:09 |
 | Blink Dagger | 157 | 89.20% | 78.9 | 52.87% | +0.24% | -4.15% | -4.15% | 0.00% | 19:48 | 11:11 | 15:35 | 18:02 | 21:46 | 45:45 | 06:11 | 04:34 |
 | Ring of Protection | 151 | 85.80% | 77.2 | 52.32% | -3.68% | -2.32% | +0.31% | 0.54% | 02:41 | -01:30 | -01:29 | 02:57 | 06:21 | 11:50 | 07:50 | 05:48 |
 | Soul Ring | 146 | 82.95% | 75.4 | 51.37% | -8.63% | -5.42% | -4.15% | 0.42% | 06:47 | 01:50 | 05:14 | 06:37 | 08:14 | 13:24 | 03:00 | 02:13 |
 | Quelling Blade | 146 | 82.95% | 73.7 | 51.37% | -8.63% | -0.02% | -4.15% | 0.00% | -01:20 | -01:30 | -01:29 | -01:29 | -01:29 | 15:21 | 00:00 | 00:00 |
 | Bracer | 19 | 10.80% | 71.9 | 68.42% | +17.46% | +31.58% | +11.58% | -12.37% | 02:38 | 01:28 | 01:43 | 02:30 | 03:20 | 04:28 | 01:37 | 01:11 |
 | Solar Crest | 7 | 3.98% | 70.2 | 85.71% | +34.23% | +14.29% | -35.71% | 0.00% | 21:52 | 14:58 | 19:00 | 20:42 | 21:47 | 30:01 | 02:47 | 02:03 |
 | Sange | 33 | 18.75% | 68.4 | 57.58% | +5.83% | -7.58% | -32.58% | -4.01% | 21:17 | 12:24 | 16:31 | 20:41 | 22:45 | 40:28 | 06:14 | 04:37 |
 | Hood of Defiance | 111 | 63.07% | 66.7 | 47.75% | -13.79% | -1.32% | -12.04% | -2.74% | 10:15 | 05:11 | 07:53 | 10:14 | 11:48 | 19:49 | 03:55 | 02:54 |
 | Headdress | 9 | 5.11% | 64.9 | 77.78% | +26.28% | +22.22% | -27.78% | 0.00% | 18:33 | 13:01 | 13:12 | 16:21 | 22:59 | 24:46 | 09:47 | 07:14 |
 | Heaven's Halberd | 32 | 18.18% | 63.2 | 56.25% | +4.17% | -6.25% | -31.25% | -3.51% | 24:03 | 15:26 | 19:20 | 23:44 | 26:27 | 41:47 | 07:07 | 05:16 |
 | Aghanim's Shard | 4 | 2.27% | 61.4 | 100.00% | +48.26% | 0.00% | 0.00% | 0.00% | 33:12 | 31:02 | 31:02 | 31:39 | 32:33 | 37:34 | 01:31 | 01:07 |
 | Arcane Blink | 4 | 2.27% | 59.6 | 100.00% | +48.26% | 0.00% | 0.00% | 0.00% | 45:50 | 43:27 | 43:27 | 46:26 | 46:30 | 46:55 | 03:03 | 02:15 |
 | Wind Lace | 52 | 29.55% | 57.9 | 50.00% | -4.03% | -3.85% | +3.85% | 0.80% | 12:53 | 02:16 | 06:56 | 10:49 | 16:33 | 36:45 | 09:37 | 07:07 |
 | Pipe of Insight | 8 | 4.55% | 56.1 | 75.00% | +23.21% | +25.00% | -25.00% | 0.00% | 18:47 | 13:44 | 15:06 | 16:51 | 22:59 | 24:46 | 07:53 | 05:50 |
 | Fluffy Hat | 25 | 14.20% | 54.4 | 52.00% | -0.98% | -18.67% | -2.00% | 1.52% | 16:57 | -01:29 | 10:25 | 16:34 | 21:23 | 34:10 | 10:58 | 08:07 |
 | Arcane Boots | 20 | 11.36% | 52.6 | 50.00% | -3.21% | -30.00% | +30.00% | 4.32% | 19:34 | 07:59 | 10:06 | 17:42 | 23:59 | 39:16 | 13:53 | 10:17 |
 | Lotus Orb | 18 | 10.23% | 50.9 | 50.00% | -3.16% | -10.00% | +25.00% | 3.94% | 29:19 | 22:21 | 23:55 | 25:02 | 32:48 | 43:06 | 08:53 | 06:34 |
 | Crown | 10 | 5.68% | 49.1 | 60.00% | +7.59% | -60.00% | -10.00% | 0.00% | 14:27 | 03:46 | 05:12 | 12:49 | 20:32 | 29:42 | 15:20 | 11:21 |
 | Force Staff | 16 | 9.09% | 47.4 | 50.00% | -3.13% | -25.00% | 0.00% | 2.02% | 24:12 | 14:10 | 19:02 | 22:21 | 31:23 | 34:30 | 12:21 | 09:08 |
 | Morbid Mask | 9 | 5.11% | 45.6 | 55.56% | +2.87% | -5.56% | -5.56% | 0.00% | 10:14 | 02:55 | 03:23 | 12:30 | 13:58 | 18:27 | 10:35 | 07:50 |
 | Orb of Corrosion | 4 | 2.27% | 43.9 | 75.00% | +22.67% | -75.00% | +25.00% | 0.00% | 15:30 | 04:30 | 04:30 | 15:53 | 18:11 | 23:26 | 13:41 | 10:08 |
 | Aeon Disk | 4 | 2.27% | 42.1 | 75.00% | +22.67% | +25.00% | +25.00% | 0.00% | 33:04 | 28:45 | 28:45 | 31:44 | 33:14 | 38:33 | 04:29 | 03:19 |
 | Eul's Scepter of Divinity | 13 | 7.39% | 40.4 | 46.15% | -7.22% | -12.82% | -12.82% | 0.00% | 24:45 | 16:19 | 17:43 | 26:50 | 28:45 | 36:53 | 11:02 | 08:10 |
 | Tranquil Boots | 10 | 5.68% | 38.6 | 50.00% | -3.01% | -16.67% | 0.00% | 0.00% | 13:41 | 07:07 | 11:00 | 13:12 | 14:45 | 24:43 | 03:45 | 02:46 |
 | Orb of Venom | 7 | 3.98% | 36.8 | 57.14% | +4.48% | +42.86% | +42.86% | 0.00% | 06:31 | -01:29 | -01:29 | 02:50 | 10:51 | 16:57 | 12:20 | 09:08 |
 | Black King Bar | 11 | 6.25% | 35.1 | 45.45% | -7.88% | -45.45% | +21.22% | 12.50% | 29:32 | 23:54 | 26:34 | 30:03 | 31:54 | 33:54 | 05:20 | 03:57 |
 | Satanic | 3 | 1.70% | 33.3 | 66.67% | +14.07% | +33.33% | 0.00% | 0.00% | 23:08 | 15:42 | 15:42 | 17:49 | 35:52 | 35:52 | 20:10 | 14:56 |
 | Assault Cuirass | 3 | 1.70% | 31.6 | 66.67% | +14.07% | +33.33% | 0.00% | 0.00% | 33:25 | 28:43 | 28:43 | 30:47 | 40:45 | 40:45 | 12:02 | 08:54 |
 | Ghost Scepter | 15 | 8.52% | 29.8 | 26.67% | -28.61% | -26.67% | +23.33% | 6.41% | 26:43 | 18:37 | 21:46 | 27:29 | 29:34 | 40:02 | 07:48 | 05:46 |
 | Drum of Endurance | 1 | 0.57% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:16 | 19:16 | 19:16 | 19:16 | 19:16 | 19:16 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.57% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.57% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 |
 | Desolator | 1 | 0.57% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:24 | 20:24 | 20:24 | 20:24 | 20:24 | 20:24 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.57% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:36 | 12:36 | 12:36 | 12:36 | 12:36 | 12:36 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.57% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.57% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:35 | 39:35 | 39:35 | 39:35 | 39:35 | 39:35 | 00:00 | 00:00 |
 | Buckler | 5 | 2.84% | 15.8 | 40.00% | -13.22% | -40.00% | +60.00% | 0.00% | 15:51 | 09:18 | 09:18 | 13:42 | 15:28 | 28:09 | 06:10 | 04:34 |
 | Ring of Basilius | 5 | 2.84% | 14.0 | 40.00% | -13.22% | +60.00% | -40.00% | 0.00% | 11:49 | 09:43 | 09:43 | 11:14 | 11:48 | 15:28 | 02:05 | 01:32 |
 | Helm of Iron Will | 6 | 3.41% | 12.3 | 33.33% | -20.20% | +16.67% | +66.67% | 0.00% | 03:15 | 02:55 | 03:03 | 03:04 | 03:20 | 04:00 | 00:17 | 00:12 |
 | Meteor Hammer | 2 | 1.14% | 10.5 | 50.00% | -2.87% | -50.00% | 0.00% | 0.00% | 09:35 | 07:30 | 07:30 | 11:40 | 11:40 | 11:40 | 04:10 | 03:05 |
 | Bottle | 2 | 1.14% | 8.8 | 50.00% | -2.87% | +50.00% | 0.00% | 0.00% | 02:02 | 01:30 | 01:30 | 02:33 | 02:33 | 02:33 | 01:03 | 00:46 |
 | Vladmir's Offering | 4 | 2.27% | 7.0 | 25.00% | -28.49% | -25.00% | -25.00% | 0.00% | 15:49 | 12:58 | 12:58 | 16:09 | 16:50 | 17:20 | 03:52 | 02:51 |
 | Helm of the Dominator | 2 | 1.14% | 5.3 | 0.00% | -53.45% | 0.00% | 0.00% | 0.00% | 07:49 | 07:36 | 07:36 | 08:02 | 08:02 | 08:02 | 00:26 | 00:19 |
 | Overwhelming Blink | 1 | 0.57% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 0.57% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |