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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 | |
 | Assault Cuirass | 31 | 50.82% | 100.0 | 70.97% | +30.97% | +29.03% | -33.47% | -12.10% | 29:13 | 19:45 | 25:50 | 28:13 | 31:00 | 43:47 | 05:10 | 03:49 |
 | Buckler | 32 | 52.46% | 97.9 | 68.75% | +27.37% | +31.25% | -43.75% | -9.89% | 27:47 | 17:57 | 23:49 | 26:14 | 31:24 | 43:42 | 07:35 | 05:37 |
 | Ring of Protection | 32 | 52.46% | 95.7 | 68.75% | +27.37% | +31.25% | -31.25% | -9.77% | 27:29 | 17:45 | 23:49 | 26:14 | 30:13 | 43:42 | 06:24 | 04:44 |
 | Wind Lace | 8 | 13.11% | 93.6 | 87.50% | +36.56% | +12.50% | -37.50% | 0.00% | 10:26 | 08:21 | 09:03 | 09:25 | 11:09 | 15:02 | 02:06 | 01:33 |
 | Yasha | 28 | 45.90% | 91.5 | 67.86% | +22.41% | +3.57% | +17.85% | 2.30% | 17:14 | 11:49 | 13:18 | 16:43 | 19:30 | 30:30 | 06:12 | 04:35 |
 | Sange and Yasha | 28 | 45.90% | 89.4 | 67.86% | +22.41% | +17.85% | -10.72% | -4.09% | 19:23 | 13:12 | 15:21 | 17:45 | 22:20 | 30:47 | 06:59 | 05:10 |
 | Satanic | 18 | 29.51% | 87.2 | 72.22% | +23.38% | -12.22% | -47.22% | -3.95% | 33:31 | 20:32 | 29:01 | 34:41 | 37:52 | 50:56 | 08:51 | 06:33 |
 | Sange | 33 | 54.10% | 85.1 | 63.64% | +17.21% | +11.36% | -26.14% | -5.17% | 17:18 | 11:40 | 13:21 | 15:07 | 20:36 | 27:19 | 07:15 | 05:22 |
 | Power Treads | 32 | 52.46% | 83.0 | 62.50% | +14.22% | 0.00% | +12.50% | 3.38% | 06:36 | 03:22 | 04:53 | 05:59 | 08:35 | 12:28 | 03:42 | 02:44 |
 | Boots of Speed | 61 | 100.00% | 80.9 | 55.74% | +55.74% | +4.26% | -9.07% | -9.75% | 03:41 | 01:01 | 02:36 | 03:00 | 03:58 | 10:14 | 01:22 | 01:00 |
 | Quelling Blade | 61 | 100.00% | 78.7 | 55.74% | +55.74% | -9.07% | +4.26% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 00:40 | 00:00 | 00:00 |
 | Magic Stick | 59 | 96.72% | 76.6 | 55.93% | +5.93% | -9.26% | -2.60% | 6.66% | 01:06 | -01:29 | -01:29 | -01:28 | 01:35 | 19:30 | 03:04 | 02:16 |
 | Magic Wand | 53 | 86.89% | 74.5 | 56.60% | +6.60% | +20.32% | -33.52% | -6.28% | 07:43 | 00:57 | 02:24 | 06:47 | 10:58 | 24:00 | 08:34 | 06:20 |
 | Black King Bar | 53 | 86.89% | 72.3 | 54.72% | -7.78% | +6.82% | -16.26% | -5.25% | 20:56 | 17:13 | 18:33 | 19:56 | 22:57 | 29:13 | 04:24 | 03:15 |
 | Morbid Mask | 54 | 88.52% | 70.2 | 53.70% | -17.73% | +3.44% | +0.15% | -1.12% | 07:57 | 03:10 | 05:32 | 06:27 | 08:29 | 34:53 | 02:57 | 02:11 |
 | Echo Sabre | 44 | 72.13% | 68.1 | 54.55% | -4.27% | 0.00% | -27.28% | -9.98% | 14:04 | 10:58 | 12:27 | 13:50 | 15:11 | 19:21 | 02:44 | 02:01 |
 | Mask of Madness | 51 | 83.61% | 66.0 | 52.94% | -17.06% | -6.79% | -6.79% | 0.00% | 09:03 | 06:00 | 07:59 | 08:42 | 09:59 | 14:38 | 02:00 | 01:28 |
 | Daedalus | 23 | 37.70% | 63.8 | 56.52% | +1.26% | +10.15% | -23.19% | -6.03% | 33:41 | 21:29 | 29:22 | 32:20 | 34:54 | 57:34 | 05:32 | 04:05 |
 | Blink Dagger | 34 | 55.74% | 61.7 | 50.00% | -12.96% | +5.56% | -12.50% | -3.04% | 26:18 | 15:28 | 22:18 | 24:46 | 28:14 | 48:03 | 05:56 | 04:23 |
 | Swift Blink | 7 | 11.48% | 59.6 | 71.43% | +17.73% | +28.57% | -71.43% | 0.00% | 40:45 | 31:36 | 33:15 | 40:55 | 42:59 | 51:12 | 09:44 | 07:12 |
 | Chainmail | 29 | 47.54% | 57.4 | 48.28% | -14.22% | +23.15% | -19.71% | -9.39% | 07:17 | 01:45 | 05:21 | 07:56 | 09:55 | 12:15 | 04:34 | 03:22 |
 | Phase Boots | 29 | 47.54% | 55.3 | 48.28% | -14.22% | +37.43% | -19.71% | -15.37% | 08:25 | 04:55 | 06:19 | 08:24 | 10:02 | 12:15 | 03:43 | 02:45 |
 | Crystalys | 30 | 49.18% | 53.2 | 46.67% | -17.85% | +15.83% | -3.81% | -2.52% | 29:46 | 17:32 | 24:55 | 28:50 | 32:43 | 57:14 | 07:48 | 05:46 |
 | Aghanim's Shard | 8 | 13.11% | 51.1 | 62.50% | +7.78% | -12.50% | -12.50% | 0.00% | 32:52 | 23:42 | 26:31 | 32:02 | 35:07 | 43:16 | 08:36 | 06:22 |
 | Bracer | 16 | 26.23% | 48.9 | 50.00% | -7.78% | 0.00% | -25.00% | -25.00% | 01:58 | -01:29 | 01:37 | 02:00 | 02:27 | 03:27 | 00:50 | 00:37 |
 | Linken's Sphere | 2 | 3.28% | 46.8 | 100.00% | +45.76% | 0.00% | 0.00% | 0.00% | 31:04 | 26:28 | 26:28 | 35:39 | 35:39 | 35:39 | 09:11 | 06:48 |
 | Aghanim's Scepter | 2 | 3.28% | 44.7 | 100.00% | +45.76% | 0.00% | 0.00% | 0.00% | 38:54 | 31:02 | 31:02 | 46:46 | 46:46 | 46:46 | 15:44 | 11:39 |
 | Orchid Malevolence | 2 | 3.28% | 42.6 | 100.00% | +45.76% | 0.00% | 0.00% | 0.00% | 29:13 | 29:06 | 29:06 | 29:19 | 29:19 | 29:19 | 00:13 | 00:09 |
 | Eye of Skadi | 2 | 3.28% | 40.4 | 100.00% | +45.76% | 0.00% | 0.00% | 0.00% | 30:24 | 28:36 | 28:36 | 32:12 | 32:12 | 32:12 | 03:36 | 02:40 |
 | Butterfly | 2 | 3.28% | 38.3 | 100.00% | +45.76% | 0.00% | 0.00% | 0.00% | 36:12 | 32:59 | 32:59 | 39:24 | 39:24 | 39:24 | 06:25 | 04:45 |
 | Javelin | 7 | 11.48% | 36.2 | 57.14% | +1.58% | -7.14% | -7.14% | 0.00% | 35:52 | 29:13 | 29:52 | 36:02 | 40:50 | 42:55 | 10:58 | 08:07 |
 | Ring of Health | 5 | 8.20% | 34.0 | 60.00% | +4.64% | +40.00% | -60.00% | 0.00% | 33:43 | 26:21 | 26:21 | 29:07 | 35:39 | 50:58 | 09:18 | 06:53 |
 | Monkey King Bar | 6 | 9.84% | 31.9 | 50.00% | -6.36% | 0.00% | +50.00% | 0.00% | 38:08 | 30:30 | 31:22 | 31:31 | 42:24 | 52:57 | 11:02 | 08:10 |
 | Void Stone | 3 | 4.92% | 29.8 | 66.67% | +11.50% | +33.33% | 0.00% | 0.00% | 37:39 | 26:21 | 26:21 | 35:39 | 50:58 | 50:58 | 24:37 | 18:14 |
 | Skull Basher | 3 | 4.92% | 27.7 | 66.67% | +11.50% | +33.33% | 0.00% | 0.00% | 27:26 | 24:04 | 24:04 | 25:20 | 32:53 | 32:53 | 08:49 | 06:31 |
 | Hand of Midas | 3 | 4.92% | 25.5 | 66.67% | +11.50% | -66.67% | 0.00% | 0.00% | 08:07 | 06:50 | 06:50 | 08:06 | 09:26 | 09:26 | 02:36 | 01:55 |
 | Heaven's Halberd | 4 | 6.56% | 23.4 | 50.00% | -6.14% | +50.00% | -50.00% | 0.00% | 22:06 | 12:41 | 12:41 | 21:48 | 26:33 | 27:23 | 13:52 | 10:16 |
 | Aghanim's Blessing | 1 | 1.64% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 00:00 | 00:00 |
 | Crown | 1 | 1.64% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.64% | 17.0 | 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 |
 | Medallion of Courage | 1 | 1.64% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.64% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.64% | 10.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.64% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 00:00 | 00:00 |
 | Vanguard | 2 | 3.28% | 6.4 | 50.00% | -5.93% | +50.00% | 0.00% | 0.00% | 27:50 | 26:28 | 26:28 | 29:12 | 29:12 | 29:12 | 02:44 | 02:01 |
 | Abyssal Blade | 1 | 1.64% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.64% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 00:00 | 00:00 |