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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 | |
 | Aghanim's Blessing | 7 | 9.21% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 46:29 | 38:45 | 42:08 | 46:13 | 48:14 | 55:34 | 06:06 | 04:31 |
 | Eye of Skadi | 13 | 17.11% | 98.2 | 84.62% | +54.46% | +15.38% | +15.38% | 0.00% | 34:43 | 24:03 | 26:06 | 31:03 | 40:24 | 51:05 | 14:18 | 10:35 |
 | Butterfly | 11 | 14.47% | 96.5 | 81.82% | +49.51% | -15.15% | +18.18% | 4.42% | 37:11 | 29:53 | 32:42 | 35:09 | 40:14 | 46:34 | 07:32 | 05:34 |
 | Daedalus | 20 | 26.32% | 94.7 | 70.00% | +41.43% | +10.00% | -30.00% | -5.04% | 30:59 | 20:50 | 26:48 | 31:37 | 34:44 | 38:47 | 07:56 | 05:52 |
 | Satanic | 31 | 40.79% | 93.0 | 58.06% | +31.39% | +16.94% | -20.56% | -5.74% | 29:40 | 22:01 | 25:54 | 29:01 | 32:26 | 43:59 | 06:32 | 04:50 |
 | Morbid Mask | 40 | 52.63% | 91.2 | 55.00% | +32.78% | +25.00% | -15.00% | -7.27% | 25:25 | 16:11 | 21:50 | 23:59 | 27:20 | 51:43 | 05:30 | 04:04 |
 | Aghanim's Scepter | 47 | 61.84% | 89.5 | 53.19% | +35.95% | +5.14% | -19.86% | -5.42% | 22:20 | 12:59 | 19:31 | 22:27 | 24:08 | 55:34 | 04:37 | 03:25 |
 | Black King Bar | 48 | 63.16% | 87.7 | 50.00% | +28.57% | +16.67% | -8.33% | -7.65% | 18:39 | 14:32 | 16:36 | 18:00 | 19:52 | 31:06 | 03:16 | 02:25 |
 | Power Treads | 54 | 71.05% | 86.0 | 46.30% | +23.57% | -3.44% | +7.55% | 7.76% | 06:24 | 03:44 | 05:41 | 06:18 | 07:06 | 09:56 | 01:25 | 01:02 |
 | Crystalys | 42 | 55.26% | 84.2 | 47.62% | +18.21% | +6.93% | +2.38% | -0.93% | 14:33 | 08:35 | 10:13 | 11:11 | 15:07 | 32:08 | 04:54 | 03:37 |
 | Magic Wand | 65 | 85.53% | 82.5 | 41.54% | +14.27% | +2.21% | -4.04% | -0.96% | 05:59 | -01:29 | 02:16 | 05:10 | 08:48 | 22:15 | 06:32 | 04:50 |
 | Quelling Blade | 29 | 38.16% | 80.7 | 48.28% | +14.24% | -5.42% | +8.86% | 0.00% | -01:06 | -01:29 | -01:29 | -01:29 | -01:29 | 09:44 | 00:00 | 00:00 |
 | Boots of Speed | 75 | 98.68% | 78.9 | 40.00% | +40.00% | +17.89% | -24.21% | -12.09% | 05:05 | 01:35 | 02:59 | 04:13 | 06:28 | 16:06 | 03:29 | 02:34 |
 | Magic Stick | 65 | 85.53% | 77.2 | 36.92% | -17.63% | -5.67% | -5.67% | 0.00% | 01:51 | -01:29 | -01:29 | 00:48 | 04:24 | 20:26 | 05:53 | 04:21 |
 | Wraith Band | 8 | 10.53% | 75.4 | 62.50% | +25.74% | -12.50% | -62.50% | -50.00% | 06:45 | 01:59 | 02:21 | 02:22 | 02:53 | 33:58 | 00:32 | 00:23 |
 | Ring of Basilius | 25 | 32.89% | 73.7 | 44.00% | +6.75% | +39.33% | -10.67% | -11.32% | 08:35 | 01:23 | 03:37 | 06:03 | 08:02 | 51:43 | 04:25 | 03:16 |
 | Diffusal Blade | 9 | 11.84% | 71.9 | 55.56% | +18.25% | -5.56% | -5.56% | 0.00% | 11:44 | 10:14 | 11:05 | 11:34 | 12:27 | 13:10 | 01:22 | 01:00 |
 | Swift Blink | 2 | 2.63% | 70.2 | 100.00% | +62.16% | 0.00% | 0.00% | 0.00% | 51:47 | 42:42 | 42:42 | 60:51 | 60:51 | 60:51 | 18:09 | 13:26 |
 | Dragon Lance | 2 | 2.63% | 68.4 | 100.00% | +62.16% | 0.00% | 0.00% | 0.00% | 11:29 | 11:07 | 11:07 | 11:51 | 11:51 | 11:51 | 00:44 | 00:32 |
 | Aghanim's Shard | 22 | 28.95% | 66.7 | 36.36% | -4.38% | +30.31% | +3.64% | -3.88% | 22:47 | 15:00 | 17:34 | 21:21 | 24:26 | 52:37 | 06:52 | 05:05 |
 | Crown | 5 | 6.58% | 64.9 | 60.00% | +21.97% | -60.00% | +40.00% | 12.35% | 24:09 | 14:04 | 14:04 | 20:06 | 22:10 | 46:28 | 08:06 | 06:00 |
 | Wind Lace | 18 | 23.68% | 63.2 | 33.33% | -8.05% | +26.67% | +16.67% | -2.00% | 12:58 | 06:31 | 09:20 | 11:50 | 14:20 | 30:39 | 05:00 | 03:42 |
 | Drum of Endurance | 3 | 3.95% | 61.4 | 66.67% | +28.31% | +33.33% | 0.00% | 0.00% | 28:17 | 18:38 | 18:38 | 25:11 | 41:01 | 41:01 | 22:23 | 16:34 |
 | Linken's Sphere | 3 | 3.95% | 59.6 | 66.67% | +28.31% | -66.67% | 0.00% | 0.00% | 37:21 | 33:26 | 33:26 | 37:49 | 40:48 | 40:48 | 07:22 | 05:27 |
 | Boots of Bearing | 3 | 3.95% | 57.9 | 66.67% | +28.31% | +33.33% | 0.00% | 0.00% | 35:53 | 29:32 | 29:32 | 32:09 | 45:57 | 45:57 | 16:25 | 12:09 |
 | Blink Dagger | 3 | 3.95% | 56.1 | 66.67% | +28.31% | -66.67% | 0.00% | 0.00% | 43:30 | 27:42 | 27:42 | 42:10 | 60:38 | 60:38 | 32:56 | 24:23 |
 | Veil of Discord | 4 | 5.26% | 54.4 | 50.00% | +11.11% | -50.00% | +50.00% | 0.00% | 19:43 | 16:06 | 16:06 | 19:38 | 20:20 | 22:47 | 04:14 | 03:08 |
 | Monkey King Bar | 4 | 5.26% | 52.6 | 50.00% | +11.11% | -50.00% | +50.00% | 0.00% | 39:48 | 34:22 | 34:22 | 38:20 | 39:11 | 47:18 | 04:49 | 03:34 |
 | Fluffy Hat | 16 | 21.05% | 50.9 | 25.00% | -18.33% | +25.00% | +25.00% | 0.00% | 17:07 | 03:55 | 08:16 | 16:26 | 24:48 | 32:14 | 16:32 | 12:14 |
 | Rod of Atos | 1 | 1.32% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:28 | 46:28 | 46:28 | 46:28 | 46:28 | 46:28 | 00:00 | 00:00 |
 | Gleipnir | 1 | 1.32% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.32% | 45.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:18 | 39:18 | 39:18 | 39:18 | 39:18 | 39:18 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.32% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:53 | 53:53 | 53:53 | 53:53 | 53:53 | 53:53 | 00:00 | 00:00 |
 | Void Stone | 5 | 6.58% | 42.1 | 40.00% | +0.56% | -40.00% | +60.00% | 11.88% | 36:41 | 31:32 | 31:32 | 37:43 | 39:57 | 40:47 | 08:25 | 06:14 |
 | Falcon Blade | 5 | 6.58% | 40.4 | 40.00% | +0.56% | -40.00% | +60.00% | 24.69% | 08:10 | 05:24 | 05:24 | 09:24 | 09:27 | 10:54 | 04:03 | 03:00 |
 | Tranquil Boots | 13 | 17.11% | 38.6 | 23.08% | -19.78% | +43.59% | -23.08% | -9.39% | 16:25 | 07:13 | 10:37 | 13:11 | 17:43 | 30:44 | 07:06 | 05:15 |
 | Javelin | 6 | 7.89% | 36.8 | 33.33% | -6.67% | +16.67% | +66.67% | 1.72% | 25:00 | 07:45 | 08:40 | 15:24 | 37:41 | 47:02 | 29:01 | 21:29 |
 | Ring of Health | 6 | 7.89% | 35.1 | 33.33% | -6.67% | -33.33% | +66.67% | 14.63% | 34:00 | 19:05 | 33:07 | 33:25 | 39:57 | 40:46 | 06:50 | 05:03 |
 | Force Staff | 9 | 11.84% | 33.3 | 22.22% | -19.57% | -22.22% | -22.22% | 0.00% | 35:12 | 28:55 | 31:10 | 33:00 | 35:53 | 49:47 | 04:43 | 03:29 |
 | Sange and Yasha | 2 | 2.63% | 31.6 | 50.00% | +10.81% | -50.00% | 0.00% | 0.00% | 28:56 | 17:58 | 17:58 | 39:54 | 39:54 | 39:54 | 21:56 | 16:14 |
 | Arcane Boots | 2 | 2.63% | 29.8 | 50.00% | +10.81% | -50.00% | 0.00% | 0.00% | 15:08 | 13:45 | 13:45 | 16:31 | 16:31 | 16:31 | 02:46 | 02:02 |
 | Spirit Vessel | 2 | 2.63% | 28.1 | 50.00% | +10.81% | +50.00% | 0.00% | 0.00% | 19:06 | 13:53 | 13:53 | 24:19 | 24:19 | 24:19 | 10:26 | 07:43 |
 | Sange | 2 | 2.63% | 26.3 | 50.00% | +10.81% | -50.00% | 0.00% | 0.00% | 26:41 | 13:40 | 13:40 | 39:42 | 39:42 | 39:42 | 26:02 | 19:17 |
 | Yasha | 3 | 3.95% | 24.6 | 33.33% | -6.40% | -33.33% | 0.00% | 0.00% | 24:03 | 15:43 | 15:43 | 17:58 | 38:27 | 38:27 | 22:44 | 16:50 |
 | Maelstrom | 3 | 3.95% | 22.8 | 33.33% | -6.40% | -33.33% | 0.00% | 0.00% | 13:47 | 12:34 | 12:34 | 12:58 | 15:49 | 15:49 | 03:15 | 02:24 |
 | Shadow Blade | 3 | 3.95% | 21.1 | 33.33% | -6.40% | -33.33% | 0.00% | 0.00% | 36:16 | 35:19 | 35:19 | 36:21 | 37:08 | 37:08 | 01:49 | 01:20 |
 | Silver Edge | 3 | 3.95% | 19.3 | 33.33% | -6.40% | -33.33% | 0.00% | 0.00% | 36:36 | 35:49 | 35:49 | 36:21 | 37:39 | 37:39 | 01:50 | 01:21 |
 | Glimmer Cape | 3 | 3.95% | 17.5 | 33.33% | -6.40% | +66.67% | 0.00% | 0.00% | 28:39 | 21:55 | 21:55 | 27:09 | 36:54 | 36:54 | 14:59 | 11:05 |
 | Urn of Shadows | 4 | 5.26% | 15.8 | 25.00% | -15.28% | +75.00% | -25.00% | 0.00% | 09:38 | 03:56 | 03:56 | 10:59 | 11:30 | 12:07 | 07:34 | 05:36 |
 | Ring of Protection | 7 | 9.21% | 14.0 | 14.29% | -27.74% | +35.71% | -14.29% | -6.00% | 15:31 | -01:29 | 02:42 | 11:00 | 11:02 | 51:43 | 08:20 | 06:10 |
 | Vladmir's Offering | 1 | 1.32% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 00:00 | 00:00 |
 | Bracer | 3 | 3.95% | 10.5 | 0.00% | -41.10% | 0.00% | 0.00% | 0.00% | 12:37 | 06:01 | 06:01 | 12:07 | 19:42 | 19:42 | 13:41 | 10:08 |
 | Buckler | 1 | 1.32% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.32% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.32% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.32% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.32% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 00:00 | 00:00 |