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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 | |
 | Void Stone | 6 | 7.41% | 100.0 | 100.00% | +44.00% | 0.00% | 0.00% | 0.00% | 34:12 | 24:12 | 29:47 | 31:21 | 36:31 | 51:16 | 06:44 | 04:59 |
 | Blight Stone | 66 | 81.48% | 98.1 | 63.64% | +23.64% | +18.71% | -1.14% | -2.42% | 03:57 | -01:29 | -01:29 | -01:29 | 09:42 | 20:09 | 11:11 | 08:17 |
 | Chainmail | 58 | 71.60% | 96.2 | 63.79% | +15.96% | -17.12% | +7.64% | 3.08% | 10:24 | 02:12 | 06:03 | 09:51 | 14:05 | 20:09 | 08:02 | 05:57 |
 | Crown | 55 | 67.90% | 94.3 | 63.64% | +13.64% | +0.65% | +14.93% | 1.72% | 15:12 | 06:09 | 11:06 | 14:01 | 19:24 | 30:02 | 08:18 | 06:08 |
 | Boots of Speed | 66 | 81.48% | 92.5 | 62.12% | +15.45% | -15.06% | +6.63% | 5.01% | 08:05 | -01:29 | 04:42 | 06:26 | 09:02 | 26:16 | 04:20 | 03:12 |
 | Medallion of Courage | 57 | 70.37% | 90.6 | 63.16% | +13.16% | -6.02% | +8.27% | 1.74% | 11:29 | 02:56 | 06:54 | 11:14 | 15:07 | 20:37 | 08:13 | 06:05 |
 | Wind Lace | 61 | 75.31% | 88.7 | 62.30% | +12.30% | +4.37% | +11.03% | 0.65% | 13:29 | 01:53 | 07:55 | 11:51 | 18:06 | 31:56 | 10:11 | 07:32 |
 | Solar Crest | 54 | 66.67% | 86.8 | 62.96% | +11.11% | +1.33% | +13.96% | 1.68% | 18:47 | 09:48 | 15:00 | 17:49 | 22:32 | 31:56 | 07:32 | 05:34 |
 | Magic Stick | 79 | 97.53% | 84.9 | 59.49% | +9.49% | +5.51% | -14.49% | -3.13% | 06:02 | -01:29 | 02:28 | 05:06 | 08:51 | 20:17 | 06:23 | 04:43 |
 | Lotus Orb | 5 | 6.17% | 83.0 | 100.00% | +43.42% | 0.00% | 0.00% | 0.00% | 32:07 | 29:50 | 29:50 | 31:36 | 32:09 | 36:44 | 02:19 | 01:42 |
 | Magic Wand | 69 | 85.19% | 81.1 | 57.97% | -8.70% | +18.50% | -5.03% | -4.40% | 09:59 | 01:17 | 06:51 | 09:29 | 12:12 | 19:57 | 05:21 | 03:57 |
 | Aghanim's Shard | 15 | 18.52% | 79.2 | 73.33% | +17.27% | +26.67% | +1.67% | -2.52% | 36:21 | 28:20 | 30:14 | 34:42 | 40:10 | 49:32 | 09:56 | 07:21 |
 | Fluffy Hat | 63 | 77.78% | 77.4 | 55.56% | -16.66% | +6.94% | +6.94% | 0.00% | 15:57 | -01:29 | 07:37 | 16:04 | 24:28 | 46:41 | 16:51 | 12:28 |
 | Drum of Endurance | 7 | 8.64% | 75.5 | 85.71% | +28.95% | +14.29% | +14.29% | 0.00% | 21:19 | 12:51 | 17:26 | 19:36 | 24:51 | 30:34 | 07:25 | 05:29 |
 | Headdress | 18 | 22.22% | 73.6 | 66.67% | +9.53% | +33.33% | -16.67% | -4.34% | 21:43 | 09:51 | 16:15 | 21:37 | 27:46 | 31:02 | 11:31 | 08:31 |
 | Glimmer Cape | 22 | 27.16% | 71.7 | 63.64% | +6.01% | +19.69% | -23.64% | -2.92% | 27:08 | 14:19 | 19:58 | 24:07 | 34:48 | 40:08 | 14:50 | 10:59 |
 | Buckler | 4 | 4.94% | 69.8 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 31:26 | 17:57 | 17:57 | 20:32 | 42:32 | 44:42 | 24:35 | 18:12 |
 | Power Treads | 37 | 45.68% | 67.9 | 56.76% | -4.60% | +21.02% | -1.20% | -2.57% | 17:59 | 08:18 | 11:43 | 15:51 | 20:22 | 39:36 | 08:39 | 06:24 |
 | Force Staff | 37 | 45.68% | 66.0 | 56.76% | -4.60% | -1.20% | -1.20% | 0.00% | 29:33 | 16:38 | 25:20 | 28:08 | 32:03 | 47:04 | 06:43 | 04:58 |
 | Ring of Health | 23 | 28.40% | 64.2 | 60.87% | +2.25% | +5.80% | +5.80% | 0.00% | 20:33 | 12:26 | 15:41 | 18:05 | 23:52 | 36:31 | 08:11 | 06:03 |
 | Dragon Lance | 19 | 23.46% | 62.3 | 63.16% | +5.10% | +36.84% | -3.16% | -3.56% | 24:48 | 15:54 | 18:21 | 22:01 | 29:35 | 39:09 | 11:14 | 08:19 |
 | Holy Locket | 12 | 14.81% | 60.4 | 66.67% | +8.70% | +33.33% | 0.00% | -5.36% | 28:27 | 13:26 | 24:18 | 29:21 | 30:31 | 42:41 | 06:13 | 04:36 |
 | Hurricane Pike | 11 | 13.58% | 58.5 | 63.64% | +5.07% | +36.36% | -30.31% | -7.94% | 31:53 | 25:48 | 26:39 | 29:35 | 35:03 | 39:41 | 08:24 | 06:13 |
 | Mekansm | 3 | 3.70% | 56.6 | 100.00% | +42.31% | 0.00% | 0.00% | 0.00% | 17:36 | 13:32 | 13:32 | 19:04 | 20:13 | 20:13 | 06:41 | 04:57 |
 | Ring of Basilius | 9 | 11.11% | 54.7 | 66.67% | +8.34% | -16.67% | +33.33% | 12.50% | 12:47 | 02:33 | 02:34 | 03:50 | 06:34 | 44:42 | 04:00 | 02:57 |
 | Ring of Protection | 5 | 6.17% | 52.8 | 80.00% | +22.11% | -80.00% | +20.00% | 2.85% | 26:37 | 07:24 | 07:24 | 20:31 | 42:32 | 44:42 | 35:08 | 26:01 |
 | Arcane Boots | 5 | 6.17% | 50.9 | 80.00% | +22.11% | -80.00% | +20.00% | 4.01% | 24:49 | 04:28 | 04:28 | 29:13 | 29:25 | 39:27 | 24:57 | 18:28 |
 | Hood of Defiance | 17 | 20.99% | 49.1 | 52.94% | -8.00% | +22.06% | -2.94% | -3.23% | 19:25 | 12:26 | 15:50 | 17:25 | 23:34 | 31:38 | 07:44 | 05:43 |
 | Vanguard | 4 | 4.94% | 47.2 | 75.00% | +16.56% | +25.00% | +25.00% | 0.00% | 18:00 | 14:47 | 14:47 | 15:40 | 19:32 | 22:02 | 04:45 | 03:31 |
 | Ghost Scepter | 2 | 2.47% | 45.3 | 100.00% | +41.77% | 0.00% | 0.00% | 0.00% | 28:15 | 24:20 | 24:20 | 32:09 | 32:09 | 32:09 | 07:49 | 05:47 |
 | Vladmir's Offering | 2 | 2.47% | 43.4 | 100.00% | +41.77% | 0.00% | 0.00% | 0.00% | 44:59 | 44:42 | 44:42 | 45:15 | 45:15 | 45:15 | 00:33 | 00:24 |
 | Crimson Guard | 2 | 2.47% | 41.5 | 100.00% | +41.77% | 0.00% | 0.00% | 0.00% | 26:09 | 25:39 | 25:39 | 26:38 | 26:38 | 26:38 | 00:59 | 00:43 |
 | Morbid Mask | 2 | 2.47% | 39.6 | 100.00% | +41.77% | 0.00% | 0.00% | 0.00% | 44:29 | 44:15 | 44:15 | 44:42 | 44:42 | 44:42 | 00:27 | 00:20 |
 | Helm of Iron Will | 3 | 3.70% | 37.7 | 66.67% | +7.70% | -66.67% | 0.00% | 0.00% | 23:40 | 19:46 | 19:46 | 25:00 | 26:15 | 26:15 | 06:29 | 04:48 |
 | Sange | 3 | 3.70% | 35.8 | 66.67% | +7.70% | +33.33% | 0.00% | 0.00% | 29:10 | 24:02 | 24:02 | 28:43 | 34:46 | 34:46 | 10:44 | 07:57 |
 | Pipe of Insight | 4 | 4.94% | 34.0 | 50.00% | -9.74% | +50.00% | -50.00% | 0.00% | 23:15 | 18:48 | 18:48 | 23:06 | 24:02 | 27:04 | 05:14 | 03:52 |
 | Black King Bar | 1 | 1.23% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.23% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 00:00 | 00:00 |
 | Bracer | 1 | 1.23% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.23% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.23% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.23% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.23% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:16 | 51:16 | 51:16 | 51:16 | 51:16 | 51:16 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.23% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 00:00 | 00:00 |
 | Quelling Blade | 3 | 3.70% | 17.0 | 33.33% | -26.93% | +66.67% | 0.00% | 0.00% | 09:52 | -01:29 | -01:29 | 08:58 | 22:07 | 22:07 | 23:36 | 17:28 |
 | Urn of Shadows | 1 | 1.23% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:58 | 07:58 | 07:58 | 07:58 | 07:58 | 07:58 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.23% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:49 | 49:49 | 49:49 | 49:49 | 49:49 | 49:49 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.23% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 1.23% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.23% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 00:00 | 00:00 |
 | Witch Blade | 1 | 1.23% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 2.47% | 3.8 | 0.00% | -60.76% | 0.00% | 0.00% | 0.00% | 11:19 | 10:40 | 10:40 | 11:57 | 11:57 | 11:57 | 01:17 | 00:57 |
 | Bottle | 1 | 1.23% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 00:00 | 00:00 |