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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 | |
 | Ring of Health | 52 | 26.53% | 100.0 | 80.77% | +21.05% | -3.85% | +3.85% | 0.42% | 28:31 | 11:08 | 18:31 | 27:43 | 36:39 | 56:13 | 18:08 | 13:25 |
 | Aghanim's Shard | 21 | 10.71% | 98.1 | 85.71% | +22.85% | +14.29% | -5.71% | -2.41% | 27:19 | 20:10 | 21:46 | 25:09 | 30:04 | 49:26 | 08:18 | 06:08 |
 | Crown | 30 | 15.31% | 96.2 | 80.00% | +17.35% | +7.50% | -8.57% | -3.21% | 12:26 | -01:29 | 10:44 | 12:30 | 15:44 | 22:52 | 05:00 | 03:42 |
 | Shiva's Guard | 32 | 16.33% | 94.2 | 78.13% | +15.33% | -15.63% | -3.13% | 1.38% | 34:22 | 22:12 | 29:15 | 32:24 | 38:17 | 59:28 | 09:02 | 06:41 |
 | Void Stone | 107 | 54.59% | 92.3 | 69.16% | +8.49% | +1.21% | +1.21% | 0.00% | 22:17 | 09:40 | 14:40 | 20:24 | 28:20 | 46:51 | 13:40 | 10:07 |
 | Magic Stick | 187 | 95.41% | 90.4 | 65.78% | +10.22% | -1.95% | +2.31% | 0.56% | 05:10 | -01:29 | 01:11 | 04:51 | 08:44 | 18:41 | 07:33 | 05:35 |
 | Tranquil Boots | 194 | 98.98% | 88.5 | 65.46% | +15.46% | -4.24% | +7.46% | 3.00% | 09:25 | 02:36 | 06:54 | 08:51 | 10:48 | 28:33 | 03:54 | 02:53 |
 | Boots of Speed | 196 | 100.00% | 86.5 | 65.31% | +65.31% | +8.16% | +2.04% | -1.87% | 06:34 | -01:29 | 05:02 | 06:25 | 08:18 | 16:02 | 03:16 | 02:25 |
 | Wind Lace | 195 | 99.49% | 84.6 | 65.13% | -34.87% | +0.18% | +2.22% | 0.38% | 06:47 | -01:29 | 04:12 | 06:27 | 09:38 | 27:24 | 05:26 | 04:01 |
 | Magic Wand | 142 | 72.45% | 82.7 | 64.79% | -1.88% | -3.68% | -4.79% | -0.27% | 10:26 | 01:46 | 08:24 | 10:31 | 12:30 | 29:08 | 04:06 | 03:02 |
 | Ring of Basilius | 23 | 11.73% | 80.8 | 78.26% | +14.68% | +21.74% | -11.59% | -5.75% | 09:27 | 03:24 | 05:32 | 08:19 | 11:20 | 31:31 | 05:48 | 04:17 |
 | Refresher Orb | 14 | 7.14% | 78.8 | 85.71% | +21.97% | +14.29% | +14.29% | 0.00% | 40:18 | 24:12 | 38:00 | 41:20 | 44:21 | 56:14 | 06:21 | 04:42 |
 | Eul's Scepter of Divinity | 71 | 36.22% | 76.9 | 67.61% | +3.61% | -6.50% | -17.61% | -1.33% | 22:42 | 14:08 | 17:40 | 21:11 | 26:02 | 38:25 | 08:22 | 06:11 |
 | Black King Bar | 25 | 12.76% | 75.0 | 76.00% | +12.26% | +7.33% | -9.33% | -1.84% | 29:41 | 20:30 | 23:45 | 28:11 | 32:48 | 49:24 | 09:03 | 06:42 |
 | Veil of Discord | 22 | 11.22% | 73.1 | 77.27% | +13.48% | +6.06% | -17.27% | -4.50% | 16:37 | 08:13 | 13:52 | 15:58 | 19:03 | 23:49 | 05:11 | 03:50 |
 | Aeon Disk | 18 | 9.18% | 71.2 | 77.78% | +13.74% | +22.22% | -27.78% | -2.83% | 40:28 | 22:45 | 31:58 | 41:08 | 49:37 | 58:24 | 17:39 | 13:04 |
 | Lotus Orb | 20 | 10.20% | 69.2 | 75.00% | +10.80% | -35.00% | +5.00% | 3.41% | 32:00 | 20:12 | 24:55 | 28:23 | 36:39 | 47:02 | 11:44 | 08:41 |
 | Glimmer Cape | 20 | 10.20% | 67.3 | 75.00% | +10.80% | +25.00% | +25.00% | 0.00% | 23:44 | 13:52 | 19:54 | 23:03 | 25:59 | 36:30 | 06:05 | 04:30 |
 | Ghost Scepter | 12 | 6.12% | 65.4 | 83.33% | +19.20% | -16.66% | -16.66% | 0.00% | 30:50 | 16:33 | 20:40 | 28:15 | 40:38 | 47:22 | 19:58 | 14:47 |
 | Urn of Shadows | 59 | 30.10% | 63.5 | 62.71% | -3.71% | -2.71% | -2.71% | 0.00% | 09:26 | 03:09 | 06:08 | 09:53 | 12:27 | 18:13 | 06:19 | 04:40 |
 | Ring of Protection | 63 | 32.14% | 61.5 | 61.90% | -5.02% | -18.15% | +6.85% | 2.32% | 06:37 | -01:29 | 00:19 | 07:16 | 11:05 | 28:04 | 10:46 | 07:58 |
 | Sange | 15 | 7.65% | 59.6 | 73.33% | +8.69% | -23.33% | +1.67% | 5.42% | 25:15 | 15:39 | 21:11 | 23:19 | 25:48 | 39:41 | 04:37 | 03:25 |
 | Spirit Vessel | 31 | 15.82% | 57.7 | 61.29% | -4.77% | +1.21% | -11.29% | -3.18% | 18:50 | 10:12 | 15:58 | 18:46 | 19:54 | 29:12 | 03:56 | 02:54 |
 | Heaven's Halberd | 12 | 6.12% | 55.8 | 75.00% | +10.33% | -8.33% | +25.00% | 0.00% | 27:17 | 17:56 | 24:48 | 27:00 | 28:00 | 37:10 | 03:12 | 02:22 |
 | Meteor Hammer | 7 | 3.57% | 53.8 | 85.71% | +21.16% | +14.29% | -35.71% | 0.00% | 18:34 | 14:12 | 14:18 | 15:36 | 18:40 | 30:37 | 04:22 | 03:14 |
 | Chainmail | 7 | 3.57% | 51.9 | 85.71% | +21.16% | -35.71% | +14.29% | 0.00% | 24:14 | 15:10 | 20:44 | 26:01 | 26:03 | 28:36 | 05:19 | 03:56 |
 | Headdress | 16 | 8.16% | 50.0 | 62.50% | -3.06% | -12.50% | +37.50% | 4.82% | 23:12 | 12:24 | 16:08 | 20:58 | 26:31 | 50:28 | 10:23 | 07:41 |
 | Fluffy Hat | 16 | 8.16% | 48.1 | 62.50% | -3.06% | -12.50% | +37.50% | 5.99% | 14:21 | -01:29 | 10:11 | 14:26 | 18:32 | 30:07 | 08:21 | 06:11 |
 | Medallion of Courage | 6 | 3.06% | 46.2 | 83.33% | +18.59% | -33.33% | +16.67% | 0.00% | 24:32 | 18:43 | 20:44 | 25:41 | 27:21 | 28:36 | 06:37 | 04:54 |
 | Blight Stone | 6 | 3.06% | 44.2 | 83.33% | +18.59% | -33.33% | +16.67% | 0.00% | 24:26 | 18:09 | 20:44 | 25:41 | 27:21 | 28:36 | 06:37 | 04:54 |
 | Hood of Defiance | 8 | 4.08% | 42.3 | 75.00% | +10.11% | -25.00% | -25.00% | 0.00% | 21:43 | 14:38 | 14:58 | 20:35 | 23:23 | 33:09 | 08:25 | 06:14 |
 | Force Staff | 13 | 6.63% | 40.4 | 61.54% | -4.03% | +5.13% | -28.21% | -5.06% | 25:52 | 20:15 | 20:39 | 25:40 | 27:14 | 38:32 | 06:35 | 04:52 |
 | Bracer | 9 | 4.59% | 38.5 | 66.67% | +1.43% | -16.67% | +33.33% | 0.00% | 03:58 | -01:30 | -01:29 | 03:30 | 04:53 | 17:03 | 06:22 | 04:42 |
 | Quelling Blade | 7 | 3.57% | 36.5 | 71.43% | +6.35% | -21.43% | -21.43% | 0.00% | 12:24 | -01:29 | 06:44 | 13:26 | 13:45 | 25:35 | 07:01 | 05:11 |
 | Aghanim's Scepter | 5 | 2.55% | 34.6 | 80.00% | +15.08% | -80.00% | +20.00% | 0.00% | 37:46 | 26:44 | 26:44 | 30:44 | 31:17 | 1:10:07 | 04:33 | 03:22 |
 | Holy Locket | 12 | 6.12% | 32.7 | 58.33% | -7.43% | -25.00% | +8.34% | 0.00% | 23:30 | 15:59 | 20:11 | 22:47 | 24:39 | 32:55 | 04:28 | 03:18 |
 | Solar Crest | 4 | 2.04% | 30.8 | 75.00% | +9.90% | -75.00% | +25.00% | 0.00% | 33:30 | 31:42 | 31:42 | 32:30 | 34:30 | 35:19 | 02:48 | 02:04 |
 | Null Talisman | 2 | 1.02% | 28.8 | 100.00% | +35.05% | 0.00% | 0.00% | 0.00% | 09:34 | 08:57 | 08:57 | 10:10 | 10:10 | 10:10 | 01:13 | 00:54 |
 | Ethereal Blade | 3 | 1.53% | 26.9 | 66.67% | +1.39% | -66.67% | 0.00% | 0.00% | 32:38 | 25:49 | 25:49 | 26:35 | 45:30 | 45:30 | 19:41 | 14:34 |
 | Scythe of Vyse | 4 | 2.04% | 25.0 | 50.00% | -15.63% | +50.00% | -50.00% | 0.00% | 31:39 | 26:00 | 26:00 | 26:08 | 36:01 | 38:25 | 10:01 | 07:25 |
 | Overwhelming Blink | 1 | 0.51% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:48 | 54:48 | 54:48 | 54:48 | 54:48 | 54:48 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 0.51% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:08 | 54:08 | 54:08 | 54:08 | 54:08 | 54:08 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.51% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.51% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Bottle | 1 | 0.51% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:56 | 54:56 | 54:56 | 54:56 | 54:56 | 54:56 | 00:00 | 00:00 |
 | Buckler | 1 | 0.51% | 13.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.51% | 11.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.51% | 9.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 00:00 | 00:00 |
 | Rod of Atos | 2 | 1.02% | 7.7 | 50.00% | -15.46% | +50.00% | 0.00% | 0.00% | 26:29 | 22:47 | 22:47 | 30:11 | 30:11 | 30:11 | 07:24 | 05:28 |
 | Kaya | 2 | 1.02% | 5.8 | 50.00% | -15.46% | +50.00% | 0.00% | 0.00% | 34:38 | 29:30 | 29:30 | 39:46 | 39:46 | 39:46 | 10:16 | 07:36 |
 | Pipe of Insight | 2 | 1.02% | 3.8 | 50.00% | -15.46% | +50.00% | 0.00% | 0.00% | 25:15 | 23:23 | 23:23 | 27:07 | 27:07 | 27:07 | 03:44 | 02:45 |
 | Hand of Midas | 1 | 0.51% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 00:00 | 00:00 |