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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 | |
 | Skull Basher | 6 | 21.43% | 100.0 | 83.33% | +46.97% | +16.67% | +16.67% | 0.00% | 30:04 | 26:37 | 27:09 | 28:12 | 34:21 | 34:48 | 07:12 | 05:20 |
 | Blink Dagger | 16 | 57.14% | 97.6 | 62.50% | +37.50% | -37.50% | +12.50% | 10.27% | 24:17 | 13:40 | 21:02 | 24:34 | 25:54 | 33:02 | 04:52 | 03:36 |
 | Nullifier | 5 | 17.86% | 95.1 | 80.00% | +40.87% | +20.00% | +20.00% | 0.00% | 35:33 | 26:36 | 26:36 | 35:23 | 41:41 | 45:13 | 15:05 | 11:10 |
 | Ring of Health | 7 | 25.00% | 92.7 | 71.43% | +33.33% | -21.43% | +28.57% | 16.39% | 12:01 | 01:32 | 02:53 | 03:50 | 05:56 | 37:15 | 03:03 | 02:15 |
 | Wind Lace | 7 | 25.00% | 90.2 | 71.43% | +33.33% | -21.43% | +28.57% | 21.43% | 06:45 | 01:38 | 05:30 | 07:10 | 07:50 | 09:34 | 02:20 | 01:43 |
 | Aghanim's Shard | 19 | 67.86% | 87.8 | 52.63% | +19.30% | +27.37% | +7.37% | -7.50% | 17:29 | 15:02 | 15:07 | 16:39 | 17:47 | 29:56 | 02:40 | 01:58 |
 | Boots of Speed | 28 | 100.00% | 85.4 | 46.43% | +46.43% | -3.57% | +25.00% | 11.74% | 04:01 | -01:29 | 02:25 | 03:05 | 04:51 | 11:10 | 02:26 | 01:48 |
 | Black King Bar | 21 | 75.00% | 82.9 | 47.62% | +4.76% | -7.62% | +12.38% | 3.39% | 23:54 | 19:04 | 20:33 | 24:05 | 26:27 | 29:57 | 05:54 | 04:22 |
 | Magic Wand | 22 | 78.57% | 80.5 | 45.45% | -4.55% | +4.55% | +14.55% | 1.57% | 05:10 | -01:29 | -01:29 | 06:09 | 07:51 | 26:56 | 09:20 | 06:54 |
 | Phase Boots | 23 | 82.14% | 78.0 | 43.48% | -16.52% | +6.52% | -10.15% | -10.53% | 06:47 | 04:10 | 05:39 | 06:32 | 07:14 | 12:19 | 01:35 | 01:10 |
 | Chainmail | 23 | 82.14% | 75.6 | 43.48% | -16.52% | -10.15% | -10.15% | 0.00% | 05:36 | 02:12 | 04:25 | 05:27 | 06:12 | 11:29 | 01:47 | 01:19 |
 | Quelling Blade | 24 | 85.71% | 73.2 | 41.67% | -33.33% | -8.34% | +8.33% | 0.00% | -00:48 | -01:29 | -01:29 | -01:29 | -01:29 | 02:46 | 00:00 | 00:00 |
 | Helm of Iron Will | 9 | 32.14% | 70.7 | 55.56% | +13.45% | -5.56% | +44.44% | 1.94% | 26:43 | 03:59 | 09:26 | 28:33 | 35:10 | 44:24 | 25:44 | 19:03 |
 | Void Stone | 4 | 14.29% | 68.3 | 75.00% | +33.33% | +25.00% | +25.00% | 0.00% | 06:43 | 04:06 | 04:06 | 06:59 | 07:30 | 08:16 | 03:24 | 02:31 |
 | Crown | 4 | 14.29% | 65.9 | 75.00% | +33.33% | +25.00% | -75.00% | -39.22% | 05:13 | 02:49 | 02:49 | 04:44 | 05:22 | 07:58 | 02:33 | 01:53 |
 | Meteor Hammer | 4 | 14.29% | 63.4 | 75.00% | +33.33% | +25.00% | -75.00% | -88.24% | 08:01 | 07:10 | 07:10 | 07:33 | 08:18 | 09:03 | 01:08 | 00:50 |
 | Radiance | 12 | 42.86% | 61.0 | 50.00% | +6.25% | +16.67% | -50.00% | -18.10% | 17:40 | 12:52 | 14:39 | 16:37 | 18:20 | 33:07 | 03:41 | 02:43 |
 | Vanguard | 2 | 7.14% | 58.5 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 33:45 | 29:46 | 29:46 | 37:44 | 37:44 | 37:44 | 07:58 | 05:54 |
 | Boots of Travel | 2 | 7.14% | 56.1 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 43:15 | 39:29 | 39:29 | 47:00 | 47:00 | 47:00 | 07:31 | 05:34 |
 | Abyssal Blade | 2 | 7.14% | 53.7 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 33:55 | 30:06 | 30:06 | 37:44 | 37:44 | 37:44 | 07:38 | 05:39 |
 | Moon Shard | 2 | 7.14% | 51.2 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 27:19 | 21:55 | 21:55 | 32:43 | 32:43 | 32:43 | 10:48 | 08:00 |
 | Aghanim's Scepter | 2 | 7.14% | 48.8 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 19:23 | 18:51 | 18:51 | 19:54 | 19:54 | 19:54 | 01:03 | 00:46 |
 | Magic Stick | 18 | 64.29% | 46.3 | 33.33% | -36.67% | -13.33% | -8.33% | 0.87% | 02:07 | -01:29 | -01:29 | -01:29 | 07:12 | 08:17 | 08:41 | 06:25 |
 | Desolator | 1 | 3.57% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 3.57% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 3.57% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 00:00 | 00:00 |
 | Bracer | 6 | 21.43% | 36.6 | 33.33% | -16.67% | +16.67% | +66.67% | 6.98% | 08:05 | 01:19 | 01:49 | 02:01 | 08:59 | 31:52 | 07:10 | 05:18 |
 | Assault Cuirass | 2 | 7.14% | 34.1 | 50.00% | +3.85% | -50.00% | 0.00% | 0.00% | 38:40 | 38:03 | 38:03 | 39:17 | 39:17 | 39:17 | 01:14 | 00:54 |
 | Buckler | 2 | 7.14% | 31.7 | 50.00% | +3.85% | -50.00% | 0.00% | 0.00% | 37:40 | 37:27 | 37:27 | 37:52 | 37:52 | 37:52 | 00:25 | 00:18 |
 | Ring of Protection | 2 | 7.14% | 31.7 | 50.00% | +3.85% | -50.00% | 0.00% | 0.00% | 37:40 | 37:27 | 37:27 | 37:52 | 37:52 | 37:52 | 00:25 | 00:18 |
 | Wraith Band | 2 | 7.14% | 26.8 | 50.00% | +3.85% | -50.00% | 0.00% | 0.00% | 00:16 | -01:29 | -01:29 | 02:00 | 02:00 | 02:00 | 03:29 | 02:34 |
 | Hand of Midas | 2 | 7.14% | 24.4 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 11:46 | 10:30 | 10:30 | 13:02 | 13:02 | 13:02 | 02:32 | 01:52 |
 | Power Treads | 2 | 7.14% | 22.0 | 50.00% | +3.85% | -50.00% | 0.00% | 0.00% | 19:36 | 05:52 | 05:52 | 33:20 | 33:20 | 33:20 | 27:28 | 20:20 |
 | Armlet of Mordiggian | 3 | 10.71% | 19.5 | 33.33% | -14.67% | +66.67% | 0.00% | 0.00% | 13:14 | 09:41 | 09:41 | 11:51 | 18:10 | 18:10 | 08:29 | 06:17 |
 | Echo Sabre | 4 | 14.29% | 17.1 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 12:23 | 11:35 | 11:35 | 12:12 | 12:43 | 13:02 | 01:08 | 00:50 |
 | Sange | 3 | 10.71% | 14.6 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 26:09 | 16:23 | 16:23 | 24:22 | 37:42 | 37:42 | 21:19 | 15:47 |
 | Heaven's Halberd | 3 | 10.71% | 12.2 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 29:08 | 19:03 | 19:03 | 29:14 | 39:06 | 39:06 | 20:03 | 14:51 |
 | Headdress | 1 | 3.57% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 3.57% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 3.57% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 3.57% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 00:00 | 00:00 |