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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 | 4 | 20.00% | 100.0 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 29:02 | 25:46 | 25:46 | 27:29 | 30:33 | 32:20 | 04:47 | 03:32 |
 | Guardian Greaves | 8 | 40.00% | 97.8 | 75.00% | +33.33% | +25.00% | -25.00% | -15.79% | 20:21 | 15:39 | 16:43 | 19:20 | 19:53 | 26:56 | 03:10 | 02:20 |
 | Buckler | 10 | 50.00% | 95.6 | 70.00% | +30.00% | -3.33% | -20.00% | -2.64% | 19:59 | 12:03 | 17:22 | 18:18 | 23:41 | 28:12 | 06:19 | 04:40 |
 | Aghanim's Shard | 3 | 15.00% | 93.3 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 23:19 | 21:09 | 21:09 | 22:09 | 26:39 | 26:39 | 05:30 | 04:04 |
 | Magic Stick | 13 | 65.00% | 91.1 | 61.54% | +18.68% | +5.13% | -28.21% | -4.39% | 03:24 | -01:29 | -01:29 | 02:06 | 09:05 | 12:44 | 10:34 | 07:49 |
 | Quelling Blade | 20 | 100.00% | 88.9 | 55.00% | +55.00% | +25.00% | -35.00% | 0.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:29 | 00:45 | 00:00 | 00:00 |
 | Ring of Protection | 20 | 100.00% | 86.7 | 55.00% | +55.00% | +5.00% | +25.00% | 7.06% | 02:36 | -01:29 | -01:29 | 03:21 | 04:19 | 08:20 | 05:48 | 04:17 |
 | Boots of Speed | 20 | 100.00% | 84.4 | 55.00% | +55.00% | +5.00% | +5.00% | 0.00% | 06:02 | 01:53 | 03:04 | 05:07 | 07:20 | 13:12 | 04:16 | 03:09 |
 | Soul Ring | 20 | 100.00% | 82.2 | 55.00% | +55.00% | -15.00% | +5.00% | 7.32% | 05:34 | 02:20 | 03:55 | 05:10 | 06:39 | 10:26 | 02:44 | 02:01 |
 | Blight Stone | 11 | 55.00% | 80.0 | 63.64% | +19.20% | +3.03% | +3.03% | 0.00% | 05:07 | 02:10 | 02:50 | 03:19 | 05:38 | 17:21 | 02:48 | 02:04 |
 | Orb of Venom | 11 | 55.00% | 77.8 | 63.64% | +19.20% | -30.31% | +3.03% | 33.34% | 01:12 | -01:29 | 00:58 | 01:34 | 01:52 | 03:28 | 00:54 | 00:40 |
 | Headdress | 12 | 60.00% | 75.6 | 58.33% | +8.33% | +8.34% | +8.34% | 0.00% | 12:58 | 10:30 | 11:28 | 12:30 | 14:05 | 15:52 | 02:37 | 01:56 |
 | Fluffy Hat | 10 | 50.00% | 73.3 | 60.00% | +10.00% | +6.67% | -60.00% | -22.47% | 04:26 | 02:47 | 02:54 | 03:42 | 05:52 | 06:44 | 02:58 | 02:11 |
 | Orb of Corrosion | 10 | 50.00% | 71.1 | 60.00% | +10.00% | +6.67% | -60.00% | -25.32% | 05:12 | 03:26 | 04:02 | 04:20 | 06:40 | 07:30 | 02:38 | 01:57 |
 | Hood of Defiance | 10 | 50.00% | 68.9 | 60.00% | +10.00% | +6.67% | -10.00% | -9.62% | 10:52 | 08:06 | 10:14 | 11:23 | 11:58 | 12:10 | 01:44 | 01:17 |
 | Ring of Health | 10 | 50.00% | 66.7 | 60.00% | +10.00% | +6.67% | -10.00% | -10.31% | 10:45 | 08:02 | 09:56 | 11:18 | 11:33 | 12:00 | 01:37 | 01:11 |
 | Chainmail | 11 | 55.00% | 64.4 | 54.55% | -1.01% | +12.12% | -21.22% | -6.16% | 15:59 | 10:39 | 11:59 | 15:00 | 17:24 | 23:37 | 05:25 | 04:00 |
 | Mekansm | 11 | 55.00% | 62.2 | 54.55% | -1.01% | +12.12% | -21.22% | -10.05% | 16:56 | 12:32 | 14:05 | 16:12 | 17:24 | 24:33 | 03:19 | 02:27 |
 | Magic Wand | 11 | 55.00% | 60.0 | 54.55% | -1.01% | +12.12% | -21.22% | -7.12% | 07:53 | 01:12 | 05:19 | 09:48 | 10:00 | 12:44 | 04:41 | 03:28 |
 | Arcane Boots | 11 | 55.00% | 57.8 | 54.55% | -1.01% | -21.22% | +12.12% | 19.81% | 08:51 | 05:10 | 07:11 | 08:28 | 08:52 | 14:54 | 01:41 | 01:14 |
 | Power Treads | 9 | 45.00% | 55.6 | 55.56% | +1.01% | -55.56% | -5.56% | 20.27% | 08:59 | 05:44 | 07:27 | 08:12 | 09:55 | 13:05 | 02:28 | 01:49 |
 | Pipe of Insight | 9 | 45.00% | 53.3 | 55.56% | +1.01% | -5.56% | -55.56% | -20.41% | 15:44 | 11:54 | 14:05 | 15:55 | 16:32 | 19:46 | 02:27 | 01:48 |
 | Orchid Malevolence | 7 | 35.00% | 51.1 | 57.14% | +3.29% | +42.86% | -57.14% | -35.71% | 12:45 | 09:38 | 10:34 | 13:16 | 13:22 | 15:14 | 02:48 | 02:04 |
 | Aghanim's Scepter | 6 | 30.00% | 48.9 | 50.00% | -7.14% | 0.00% | -50.00% | 0.00% | 24:27 | 15:01 | 16:03 | 18:25 | 30:49 | 45:10 | 14:46 | 10:56 |
 | Wind Lace | 3 | 15.00% | 46.7 | 66.67% | +13.73% | +33.33% | 0.00% | 0.00% | 09:23 | -01:29 | -01:29 | 10:50 | 18:48 | 18:48 | 20:17 | 15:01 |
 | Wraith Band | 4 | 20.00% | 44.4 | 50.00% | -6.25% | +50.00% | -50.00% | 0.00% | 03:51 | 01:24 | 01:24 | 01:30 | 06:08 | 06:21 | 04:44 | 03:30 |
 | Helm of Iron Will | 1 | 5.00% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Crown | 1 | 5.00% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 00:00 | 00:00 |
 | Silver Edge | 1 | 5.00% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:36 | 23:36 | 23:36 | 23:36 | 23:36 | 23:36 | 00:00 | 00:00 |
 | Solar Crest | 1 | 5.00% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:20 | 19:20 | 19:20 | 19:20 | 19:20 | 19:20 | 00:00 | 00:00 |
 | Nullifier | 1 | 5.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 5.00% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 5.00% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 00:00 | 00:00 |
 | Black King Bar | 6 | 30.00% | 26.7 | 33.33% | -30.96% | -33.33% | -33.33% | 0.00% | 28:42 | 20:30 | 20:39 | 22:58 | 33:44 | 49:58 | 13:05 | 09:41 |
 | Diffusal Blade | 2 | 10.00% | 24.4 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 15:14 | 14:46 | 14:46 | 15:42 | 15:42 | 15:42 | 00:56 | 00:41 |
 | Bracer | 2 | 10.00% | 22.2 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 02:04 | 02:03 | 02:03 | 02:04 | 02:04 | 02:04 | 00:01 | 00:00 |
 | Yasha | 3 | 15.00% | 20.0 | 33.33% | -25.49% | +66.67% | 0.00% | 0.00% | 23:46 | 20:54 | 20:54 | 24:51 | 25:33 | 25:33 | 04:39 | 03:26 |
 | Sange | 3 | 15.00% | 17.8 | 33.33% | -25.49% | +66.67% | 0.00% | 0.00% | 20:58 | 17:52 | 17:52 | 22:03 | 22:58 | 22:58 | 05:06 | 03:46 |
 | Sange and Yasha | 3 | 15.00% | 15.6 | 33.33% | -25.49% | +66.67% | 0.00% | 0.00% | 24:05 | 21:10 | 21:10 | 25:09 | 25:56 | 25:56 | 04:46 | 03:31 |
 | Scythe of Vyse | 3 | 15.00% | 13.3 | 33.33% | -25.49% | +66.67% | 0.00% | 0.00% | 30:26 | 27:55 | 27:55 | 30:23 | 33:00 | 33:00 | 05:05 | 03:45 |
 | Void Stone | 4 | 20.00% | 11.1 | 25.00% | -37.50% | +75.00% | -25.00% | 0.00% | 29:28 | 23:58 | 23:58 | 30:23 | 30:40 | 32:52 | 06:42 | 04:57 |
 | Skull Basher | 2 | 10.00% | 8.9 | 0.00% | -61.11% | 0.00% | 0.00% | 0.00% | 30:58 | 28:58 | 28:58 | 32:58 | 32:58 | 32:58 | 04:00 | 02:57 |
 | Lotus Orb | 2 | 10.00% | 6.7 | 0.00% | -61.11% | 0.00% | 0.00% | 0.00% | 33:21 | 32:01 | 32:01 | 34:41 | 34:41 | 34:41 | 02:40 | 01:58 |
 | Eye of Skadi | 1 | 5.00% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:30 | 44:30 | 44:30 | 44:30 | 44:30 | 44:30 | 00:00 | 00:00 |