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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 | |
 | Heaven's Halberd | 10 | 20.41% | 100.0 | 80.00% | +38.97% | -46.67% | +20.00% | 23.67% | 29:12 | 24:47 | 26:56 | 28:09 | 29:45 | 36:17 | 02:49 | 02:05 |
 | Sange | 11 | 22.45% | 97.7 | 72.73% | +30.62% | -6.06% | -6.06% | 0.00% | 28:19 | 20:26 | 26:01 | 27:00 | 27:35 | 38:48 | 01:34 | 01:09 |
 | Assault Cuirass | 29 | 59.18% | 95.5 | 58.62% | +23.62% | +41.38% | -30.05% | -12.61% | 28:16 | 22:25 | 24:08 | 26:21 | 29:48 | 52:26 | 05:40 | 04:11 |
 | Tranquil Boots | 6 | 12.24% | 93.2 | 83.33% | +39.14% | +16.67% | -83.33% | 0.00% | 37:02 | 30:31 | 32:50 | 33:18 | 39:26 | 47:20 | 06:36 | 04:53 |
 | Helm of the Overlord | 47 | 95.92% | 90.9 | 51.06% | +51.06% | +15.61% | -26.06% | -18.94% | 16:10 | 13:32 | 14:44 | 15:52 | 16:56 | 21:32 | 02:12 | 01:37 |
 | Ring of Basilius | 49 | 100.00% | 88.6 | 48.98% | +48.98% | +26.02% | -23.98% | -22.06% | 10:27 | 07:52 | 09:17 | 10:03 | 11:33 | 13:39 | 02:16 | 01:40 |
 | Helm of Iron Will | 49 | 100.00% | 86.4 | 48.98% | +48.98% | -15.65% | -7.31% | 8.34% | 03:37 | 02:02 | 03:06 | 03:32 | 03:59 | 06:10 | 00:53 | 00:39 |
 | Quelling Blade | 49 | 100.00% | 84.1 | 48.98% | +48.98% | +17.69% | -7.31% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Ring of Protection | 49 | 100.00% | 81.8 | 48.98% | +48.98% | +1.02% | -15.65% | -1.82% | 06:40 | -01:29 | -01:29 | 09:17 | 10:39 | 13:23 | 12:08 | 08:59 |
 | Morbid Mask | 49 | 100.00% | 79.5 | 48.98% | +48.98% | +9.35% | -32.31% | -21.74% | 12:40 | 10:11 | 11:44 | 12:24 | 13:39 | 15:59 | 01:55 | 01:25 |
 | Crown | 49 | 100.00% | 77.3 | 48.98% | +48.98% | +9.35% | -15.65% | -19.48% | 05:18 | 01:29 | 04:31 | 05:10 | 05:48 | 09:28 | 01:17 | 00:57 |
 | Helm of the Dominator | 49 | 100.00% | 75.0 | 48.98% | +48.98% | +1.02% | -32.31% | -22.99% | 08:36 | 06:26 | 07:46 | 08:16 | 09:13 | 11:27 | 01:27 | 01:04 |
 | Vladmir's Offering | 49 | 100.00% | 72.7 | 48.98% | +48.98% | +9.35% | -32.31% | -29.41% | 13:41 | 11:06 | 12:44 | 13:29 | 14:09 | 16:37 | 01:25 | 01:02 |
 | Buckler | 49 | 100.00% | 70.5 | 48.98% | +48.98% | +17.69% | -15.65% | -16.81% | 10:28 | 05:49 | 09:18 | 10:39 | 11:17 | 14:07 | 01:59 | 01:28 |
 | Black King Bar | 15 | 30.61% | 68.2 | 60.00% | +15.88% | -35.00% | +15.00% | 12.66% | 33:15 | 28:05 | 29:51 | 31:59 | 33:48 | 48:04 | 03:57 | 02:55 |
 | Magic Stick | 11 | 22.45% | 65.9 | 63.64% | +18.90% | +3.03% | +3.03% | 0.00% | 01:11 | -01:29 | -01:29 | -01:29 | -01:28 | 14:38 | 00:01 | 00:00 |
 | Skull Basher | 7 | 14.29% | 63.6 | 71.43% | +26.19% | -21.43% | -21.43% | 0.00% | 38:37 | 32:27 | 33:26 | 36:04 | 39:06 | 51:09 | 05:40 | 04:11 |
 | Abyssal Blade | 5 | 10.20% | 61.4 | 80.00% | +34.55% | +20.00% | +20.00% | 0.00% | 43:40 | 37:56 | 37:56 | 42:20 | 43:14 | 55:59 | 05:18 | 03:55 |
 | Boots of Bearing | 5 | 10.20% | 59.1 | 80.00% | +34.55% | +20.00% | -80.00% | 0.00% | 38:48 | 33:18 | 33:18 | 38:56 | 40:15 | 47:41 | 06:57 | 05:08 |
 | Vanguard | 5 | 10.20% | 56.8 | 80.00% | +34.55% | +20.00% | +20.00% | 0.00% | 43:21 | 37:43 | 37:43 | 41:11 | 43:05 | 55:56 | 05:22 | 03:58 |
 | Ring of Health | 5 | 10.20% | 54.5 | 80.00% | +34.55% | +20.00% | +20.00% | 0.00% | 43:18 | 37:26 | 37:26 | 41:11 | 43:04 | 55:56 | 05:38 | 04:10 |
 | Boots of Speed | 14 | 28.57% | 52.3 | 57.14% | +11.43% | +17.86% | +9.53% | -0.61% | 27:01 | 14:59 | 19:11 | 20:30 | 32:46 | 47:20 | 13:35 | 10:03 |
 | Drum of Endurance | 21 | 42.86% | 50.0 | 47.62% | -2.38% | +12.38% | -27.62% | -13.79% | 19:55 | 16:14 | 17:24 | 18:54 | 20:18 | 36:23 | 02:54 | 02:08 |
 | Wind Lace | 24 | 48.98% | 47.7 | 45.83% | -6.17% | +4.17% | -45.83% | -17.24% | 17:41 | 13:23 | 16:06 | 16:45 | 19:00 | 26:47 | 02:54 | 02:08 |
 | Void Stone | 13 | 26.53% | 45.5 | 53.85% | +6.63% | +12.82% | +12.82% | 0.00% | 34:47 | 21:58 | 24:51 | 34:06 | 40:40 | 53:02 | 15:49 | 11:42 |
 | Aghanim's Shard | 22 | 44.90% | 43.2 | 45.45% | -6.40% | +37.88% | +14.55% | -7.65% | 23:55 | 16:23 | 18:43 | 20:12 | 21:46 | 1:06:50 | 03:03 | 02:15 |
 | Silver Edge | 2 | 4.08% | 40.9 | 100.00% | +53.19% | 0.00% | 0.00% | 0.00% | 52:54 | 50:19 | 50:19 | 55:28 | 55:28 | 55:28 | 05:09 | 03:48 |
 | Blight Stone | 2 | 4.08% | 38.6 | 100.00% | +53.19% | 0.00% | 0.00% | 0.00% | 09:32 | 01:22 | 01:22 | 17:41 | 17:41 | 17:41 | 16:19 | 12:05 |
 | Scythe of Vyse | 9 | 18.37% | 36.4 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 35:36 | 24:51 | 27:53 | 34:09 | 38:50 | 53:11 | 10:57 | 08:06 |
 | Nullifier | 6 | 12.24% | 34.1 | 50.00% | +1.16% | +50.00% | -50.00% | 0.00% | 39:52 | 28:23 | 29:47 | 38:07 | 44:37 | 58:15 | 14:50 | 10:59 |
 | Solar Crest | 1 | 2.04% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 00:00 | 00:00 |
 | Javelin | 1 | 2.04% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.04% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.04% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.04% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:21 | 46:21 | 46:21 | 46:21 | 46:21 | 46:21 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.04% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.04% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:12 | 45:12 | 45:12 | 45:12 | 45:12 | 45:12 | 00:00 | 00:00 |
 | Aghanim's Scepter | 8 | 16.33% | 15.9 | 25.00% | -28.66% | -25.00% | +25.00% | 5.19% | 31:10 | 21:44 | 24:34 | 30:00 | 34:12 | 43:27 | 09:38 | 07:08 |
 | Chainmail | 2 | 4.08% | 13.6 | 50.00% | +1.06% | +50.00% | 0.00% | 0.00% | 26:30 | 17:41 | 17:41 | 35:19 | 35:19 | 35:19 | 17:38 | 13:03 |
 | Orchid Malevolence | 2 | 4.08% | 11.4 | 50.00% | +1.06% | +50.00% | 0.00% | 0.00% | 23:28 | 22:22 | 22:22 | 24:33 | 24:33 | 24:33 | 02:11 | 01:37 |
 | Magic Wand | 3 | 6.12% | 9.1 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 09:18 | -01:14 | -01:14 | 12:30 | 16:37 | 16:37 | 17:51 | 13:13 |
 | Refresher Orb | 1 | 2.04% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 00:00 | 00:00 |
 | Blade Mail | 1 | 2.04% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.04% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:43 | 34:43 | 34:43 | 34:43 | 34:43 | 34:43 | 00:00 | 00:00 |