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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 | |
 | Armlet of Mordiggian | 17 | 32.08% | 100.0 | 52.94% | +27.94% | -27.94% | +22.06% | 12.45% | 10:15 | 06:19 | 07:52 | 11:10 | 11:53 | 13:15 | 04:01 | 02:58 |
 | Helm of Iron Will | 17 | 32.08% | 97.8 | 52.94% | +27.94% | -2.94% | +22.06% | 3.89% | 05:48 | 02:13 | 03:08 | 03:47 | 09:34 | 11:00 | 06:26 | 04:45 |
 | Silver Edge | 23 | 43.40% | 95.7 | 43.48% | +16.81% | +23.19% | -26.81% | -10.42% | 27:03 | 19:03 | 23:43 | 26:18 | 28:31 | 45:35 | 04:48 | 03:33 |
 | Shadow Blade | 23 | 43.40% | 93.5 | 43.48% | +16.81% | +23.19% | -10.15% | -7.78% | 22:53 | 14:10 | 19:50 | 22:37 | 24:07 | 36:30 | 04:17 | 03:10 |
 | Crystalys | 24 | 45.28% | 91.3 | 41.67% | +14.08% | +8.33% | -25.00% | -5.45% | 25:50 | 13:47 | 21:59 | 25:55 | 28:06 | 45:12 | 06:07 | 04:31 |
 | Phase Boots | 45 | 84.91% | 89.1 | 35.56% | +10.56% | +0.80% | +9.89% | 5.86% | 07:54 | 05:39 | 07:02 | 07:44 | 08:35 | 10:33 | 01:33 | 01:08 |
 | Chainmail | 45 | 84.91% | 87.0 | 35.56% | +10.56% | +0.80% | +0.80% | 0.00% | 07:06 | 02:23 | 06:19 | 07:09 | 07:40 | 09:30 | 01:21 | 01:00 |
 | Boots of Speed | 53 | 100.00% | 84.8 | 33.96% | +33.96% | +4.50% | +12.19% | 4.81% | 05:02 | -01:29 | 04:12 | 05:00 | 05:48 | 09:57 | 01:36 | 01:11 |
 | Quelling Blade | 51 | 96.23% | 82.6 | 33.33% | -16.67% | +12.82% | -17.95% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:29 | 03:21 | 00:00 | 00:00 |
 | Black King Bar | 51 | 96.23% | 80.4 | 33.33% | -16.67% | -2.56% | +5.13% | 2.39% | 18:00 | 13:50 | 16:04 | 17:21 | 19:17 | 25:55 | 03:13 | 02:22 |
 | Ring of Protection | 29 | 54.72% | 78.3 | 37.93% | +8.76% | +19.21% | -9.36% | -4.22% | 25:01 | 06:52 | 22:08 | 26:04 | 28:54 | 36:10 | 06:46 | 05:00 |
 | Buckler | 27 | 50.94% | 76.1 | 37.04% | +6.27% | -8.47% | -8.47% | 0.00% | 28:56 | 19:40 | 25:17 | 28:37 | 32:31 | 39:20 | 07:14 | 05:21 |
 | Assault Cuirass | 25 | 47.17% | 73.9 | 36.00% | +3.86% | -2.67% | -2.67% | 0.00% | 30:56 | 23:10 | 26:58 | 30:09 | 34:16 | 39:54 | 07:18 | 05:24 |
 | Bracer | 38 | 71.70% | 71.7 | 31.58% | -8.42% | -11.58% | -9.36% | 0.94% | 03:31 | -00:06 | 02:09 | 03:18 | 04:30 | 09:10 | 02:21 | 01:44 |
 | Bottle | 30 | 56.60% | 69.6 | 33.33% | -1.45% | -20.83% | +9.53% | 30.36% | 02:14 | 01:15 | 01:35 | 01:44 | 02:09 | 06:55 | 00:34 | 00:25 |
 | Aghanim's Scepter | 8 | 15.09% | 67.4 | 50.00% | +18.89% | 0.00% | 0.00% | 0.00% | 37:45 | 26:04 | 31:34 | 34:16 | 42:20 | 49:28 | 10:46 | 07:58 |
 | Morbid Mask | 8 | 15.09% | 65.2 | 50.00% | +18.89% | 0.00% | 0.00% | 0.00% | 34:51 | 31:25 | 32:06 | 33:34 | 37:04 | 39:28 | 04:58 | 03:40 |
 | Soul Ring | 5 | 9.43% | 63.0 | 60.00% | +28.75% | +40.00% | -60.00% | 0.00% | 11:14 | 07:49 | 07:49 | 08:11 | 12:33 | 19:47 | 04:44 | 03:30 |
 | Magic Stick | 33 | 62.26% | 60.9 | 27.27% | -17.73% | -14.77% | -14.77% | 0.00% | 04:35 | -01:29 | 02:14 | 03:38 | 07:56 | 14:01 | 05:42 | 04:13 |
 | Satanic | 6 | 11.32% | 58.7 | 50.00% | +18.09% | 0.00% | -50.00% | 0.00% | 35:48 | 32:33 | 33:47 | 33:54 | 37:51 | 42:25 | 04:04 | 03:00 |
 | Blink Dagger | 3 | 5.66% | 56.5 | 66.67% | +34.67% | +33.33% | 0.00% | 0.00% | 44:55 | 37:23 | 37:23 | 45:09 | 52:14 | 52:14 | 14:51 | 11:00 |
 | Bloodthorn | 3 | 5.66% | 54.3 | 66.67% | +34.67% | +33.33% | 0.00% | 0.00% | 38:01 | 34:54 | 34:54 | 38:58 | 40:11 | 40:11 | 05:17 | 03:54 |
 | Mage Slayer | 3 | 5.66% | 52.2 | 66.67% | +34.67% | +33.33% | 0.00% | 0.00% | 37:36 | 34:31 | 34:31 | 38:35 | 39:43 | 39:43 | 05:12 | 03:51 |
 | Sange | 11 | 20.75% | 50.0 | 36.36% | +3.03% | -3.03% | -3.03% | 0.00% | 26:50 | 10:29 | 20:39 | 21:53 | 26:59 | 49:34 | 06:20 | 04:41 |
 | Heaven's Halberd | 7 | 13.21% | 47.8 | 42.86% | +10.25% | +7.14% | +7.14% | 0.00% | 23:22 | 13:15 | 20:27 | 24:29 | 24:31 | 29:48 | 04:04 | 03:00 |
 | Void Stone | 17 | 32.08% | 45.7 | 29.41% | -6.70% | +20.59% | +20.59% | 0.00% | 31:05 | 13:50 | 21:30 | 26:36 | 37:58 | 56:35 | 16:28 | 12:11 |
 | Magic Wand | 30 | 56.60% | 43.5 | 23.33% | -24.50% | -10.83% | -9.04% | 0.40% | 08:32 | 02:42 | 05:39 | 08:28 | 10:09 | 21:53 | 04:30 | 03:20 |
 | Ring of Health | 8 | 15.09% | 41.3 | 37.50% | +4.17% | +12.50% | -37.50% | -2.31% | 36:15 | 13:02 | 25:16 | 30:43 | 46:53 | 56:35 | 21:37 | 16:00 |
 | Moon Shard | 1 | 1.89% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.89% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.89% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 00:00 | 00:00 |
 | Headdress | 1 | 1.89% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 00:00 | 00:00 |
 | Aghanim's Shard | 11 | 20.75% | 30.4 | 27.27% | -8.44% | +6.06% | +6.06% | 0.00% | 37:19 | 27:28 | 31:16 | 34:30 | 39:58 | 51:40 | 08:42 | 06:26 |
 | Refresher Orb | 5 | 9.43% | 28.3 | 40.00% | +6.67% | +60.00% | -40.00% | 0.00% | 50:14 | 34:39 | 34:39 | 54:35 | 56:35 | 58:21 | 21:56 | 16:14 |
 | Orchid Malevolence | 7 | 13.21% | 26.1 | 28.57% | -6.21% | -28.57% | +21.43% | 0.00% | 26:09 | 14:12 | 22:32 | 23:24 | 27:16 | 40:11 | 04:44 | 03:30 |
 | Lotus Orb | 2 | 3.77% | 23.9 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 24:14 | 23:12 | 23:12 | 25:16 | 25:16 | 25:16 | 02:04 | 01:31 |
 | Wind Lace | 2 | 3.77% | 21.7 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 05:52 | 05:39 | 05:39 | 06:04 | 06:04 | 06:04 | 00:25 | 00:18 |
 | Aghanim's Blessing | 2 | 3.77% | 19.6 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 48:38 | 47:47 | 47:47 | 49:28 | 49:28 | 49:28 | 01:41 | 01:14 |
 | Overwhelming Blink | 2 | 3.77% | 17.4 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 45:57 | 40:55 | 40:55 | 50:59 | 50:59 | 50:59 | 10:04 | 07:27 |
 | Shiva's Guard | 2 | 3.77% | 15.2 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 36:14 | 35:46 | 35:46 | 36:41 | 36:41 | 36:41 | 00:55 | 00:40 |
 | Yasha | 4 | 7.55% | 13.0 | 25.00% | -9.69% | -25.00% | -25.00% | 0.00% | 37:26 | 23:41 | 23:41 | 34:40 | 41:50 | 49:34 | 18:09 | 13:26 |
 | Sange and Yasha | 4 | 7.55% | 10.9 | 25.00% | -9.69% | -25.00% | -25.00% | 0.00% | 38:22 | 23:41 | 23:41 | 38:21 | 41:50 | 49:34 | 18:09 | 13:26 |
 | Scythe of Vyse | 4 | 7.55% | 8.7 | 25.00% | -9.69% | +75.00% | -25.00% | 0.00% | 35:56 | 24:35 | 24:35 | 33:12 | 37:58 | 47:59 | 13:23 | 09:54 |
 | Eye of Skadi | 1 | 1.89% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.89% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 3.77% | 2.2 | 0.00% | -35.29% | 0.00% | 0.00% | 0.00% | 32:14 | 26:50 | 26:50 | 37:38 | 37:38 | 37:38 | 10:48 | 08:00 |