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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 Shard | 12 | 29.27% | 100.0 | 75.00% | +23.28% | +25.00% | -8.33% | -6.10% | 30:36 | 24:33 | 25:40 | 27:14 | 31:08 | 50:14 | 05:28 | 04:02 |
 | Bracer | 34 | 82.93% | 97.7 | 61.76% | +18.90% | -6.20% | +13.24% | 11.66% | 02:51 | -01:29 | 01:44 | 02:12 | 03:24 | 11:07 | 01:40 | 01:14 |
 | Power Treads | 38 | 92.68% | 95.5 | 60.53% | +27.20% | -10.53% | -4.97% | 2.40% | 07:51 | 04:30 | 06:24 | 07:15 | 08:43 | 15:56 | 02:19 | 01:42 |
 | Boots of Speed | 41 | 100.00% | 93.2 | 58.54% | +58.54% | +1.46% | -8.54% | -7.06% | 03:37 | 01:48 | 02:43 | 03:34 | 04:08 | 07:29 | 01:25 | 01:02 |
 | Quelling Blade | 39 | 95.12% | 90.9 | 58.97% | +8.97% | +11.03% | +1.03% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Buckler | 9 | 21.95% | 88.6 | 77.78% | +24.65% | -27.78% | +22.22% | 4.49% | 37:14 | 26:59 | 30:14 | 37:31 | 41:22 | 46:42 | 11:08 | 08:14 |
 | Magic Stick | 40 | 97.56% | 86.4 | 57.50% | -42.50% | -7.50% | +2.50% | 2.62% | 04:21 | -01:29 | 02:03 | 03:54 | 05:52 | 14:45 | 03:49 | 02:49 |
 | Blink Dagger | 40 | 97.56% | 84.1 | 57.50% | -42.50% | +32.50% | -37.50% | -18.42% | 15:22 | 10:50 | 12:33 | 14:03 | 16:21 | 27:12 | 03:48 | 02:48 |
 | Magic Wand | 34 | 82.93% | 81.8 | 58.82% | +1.68% | -3.26% | +28.68% | 10.03% | 08:35 | 02:28 | 06:13 | 07:45 | 09:24 | 24:02 | 03:11 | 02:21 |
 | Black King Bar | 30 | 73.17% | 79.5 | 60.00% | +5.45% | +27.50% | -2.86% | -6.28% | 24:50 | 18:51 | 22:30 | 24:33 | 27:20 | 38:03 | 04:50 | 03:34 |
 | Ring of Protection | 15 | 36.59% | 77.3 | 66.67% | +12.82% | -16.67% | +33.33% | 1.39% | 21:36 | -01:29 | -01:29 | 30:13 | 37:31 | 46:42 | 39:00 | 28:53 |
 | Assault Cuirass | 8 | 19.51% | 75.0 | 75.00% | +20.45% | +25.00% | +25.00% | 0.00% | 38:01 | 28:50 | 34:40 | 37:15 | 39:58 | 47:13 | 05:18 | 03:55 |
 | Crown | 5 | 12.20% | 72.7 | 80.00% | +24.44% | +20.00% | +20.00% | 0.00% | 29:01 | 20:20 | 20:20 | 32:01 | 32:36 | 32:54 | 12:16 | 09:05 |
 | Blight Stone | 5 | 12.20% | 70.5 | 80.00% | +24.44% | +20.00% | +20.00% | 0.00% | 24:08 | 18:43 | 18:43 | 25:00 | 26:20 | 30:16 | 07:37 | 05:38 |
 | Medallion of Courage | 5 | 12.20% | 68.2 | 80.00% | +24.44% | +20.00% | +20.00% | 0.00% | 24:08 | 18:43 | 18:43 | 25:00 | 26:20 | 30:16 | 07:37 | 05:38 |
 | Ring of Health | 11 | 26.83% | 65.9 | 54.55% | -5.45% | -21.22% | +12.12% | 6.67% | 12:16 | 02:52 | 08:08 | 10:33 | 13:08 | 34:56 | 05:00 | 03:42 |
 | Aghanim's Scepter | 6 | 14.63% | 63.6 | 66.67% | +9.53% | +33.33% | +33.33% | 0.00% | 31:11 | 23:08 | 24:05 | 25:50 | 37:59 | 40:00 | 13:54 | 10:17 |
 | Yasha | 2 | 4.88% | 61.4 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 35:21 | 34:10 | 34:10 | 36:32 | 36:32 | 36:32 | 02:22 | 01:45 |
 | Sange | 2 | 4.88% | 59.1 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 31:46 | 30:28 | 30:28 | 33:03 | 33:03 | 33:03 | 02:35 | 01:54 |
 | Sange and Yasha | 2 | 4.88% | 56.8 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 35:38 | 34:24 | 34:24 | 36:51 | 36:51 | 36:51 | 02:27 | 01:48 |
 | Wind Lace | 13 | 31.71% | 54.5 | 46.15% | -18.14% | +20.52% | +20.52% | 0.00% | 11:54 | 03:17 | 05:23 | 08:34 | 09:59 | 30:23 | 04:36 | 03:24 |
 | Chainmail | 8 | 19.51% | 52.3 | 50.00% | -10.61% | 0.00% | 0.00% | 0.00% | 19:54 | 06:12 | 06:52 | 20:19 | 26:20 | 35:05 | 19:28 | 14:25 |
 | Hand of Midas | 5 | 12.20% | 50.0 | 60.00% | +1.67% | +40.00% | +40.00% | 0.00% | 14:32 | 09:27 | 09:27 | 13:55 | 16:15 | 21:02 | 06:48 | 05:02 |
 | Hood of Defiance | 9 | 21.95% | 47.7 | 44.44% | -18.06% | +5.56% | -44.44% | -10.20% | 12:40 | 06:38 | 08:49 | 12:34 | 13:43 | 21:27 | 04:54 | 03:37 |
 | Solar Crest | 3 | 7.32% | 45.5 | 66.67% | +8.78% | +33.33% | 0.00% | 0.00% | 28:10 | 24:42 | 24:42 | 27:43 | 32:05 | 32:05 | 07:23 | 05:28 |
 | Force Staff | 1 | 2.44% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.44% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.44% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:53 | 24:53 | 24:53 | 24:53 | 24:53 | 24:53 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 2.44% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 00:00 | 00:00 |
 | Void Stone | 1 | 2.44% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:56 | 34:56 | 34:56 | 34:56 | 34:56 | 34:56 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.44% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:56 | 34:56 | 34:56 | 34:56 | 34:56 | 34:56 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.44% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:44 | 48:44 | 48:44 | 48:44 | 48:44 | 48:44 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.44% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.44% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.44% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:32 | 48:32 | 48:32 | 48:32 | 48:32 | 48:32 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.44% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:22 | 41:22 | 41:22 | 41:22 | 41:22 | 41:22 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 4.88% | 18.2 | 50.00% | -8.97% | +50.00% | 0.00% | 0.00% | 19:21 | 16:08 | 16:08 | 22:34 | 22:34 | 22:34 | 06:26 | 04:45 |
 | Headdress | 2 | 4.88% | 15.9 | 50.00% | -8.97% | +50.00% | 0.00% | 0.00% | 18:31 | 14:28 | 14:28 | 22:34 | 22:34 | 22:34 | 08:06 | 06:00 |
 | Phase Boots | 3 | 7.32% | 13.6 | 33.33% | -27.20% | -33.33% | 0.00% | 0.00% | 09:19 | 08:15 | 08:15 | 08:20 | 11:22 | 11:22 | 03:07 | 02:18 |
 | Morbid Mask | 3 | 7.32% | 11.4 | 33.33% | -27.20% | -33.33% | 0.00% | 0.00% | 29:22 | 10:38 | 10:38 | 36:05 | 41:22 | 41:22 | 30:44 | 22:45 |
 | Orb of Venom | 2 | 4.88% | 9.1 | 0.00% | -61.54% | 0.00% | 0.00% | 0.00% | 01:30 | 00:57 | 00:57 | 02:02 | 02:02 | 02:02 | 01:05 | 00:48 |
 | Mask of Madness | 1 | 2.44% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:08 | 12:08 | 12:08 | 12:08 | 12:08 | 12:08 | 00:00 | 00:00 |
 | Javelin | 1 | 2.44% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:32 | 42:32 | 42:32 | 42:32 | 42:32 | 42:32 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.44% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 00:00 | 00:00 |