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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 | |
 | Power Treads | 11 | 45.83% | 100.0 | 81.82% | +58.74% | -15.15% | +18.18% | 3.58% | 15:35 | 08:47 | 10:14 | 14:45 | 19:32 | 24:23 | 09:18 | 06:53 |
 | Lotus Orb | 4 | 16.67% | 97.7 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 27:13 | 24:01 | 24:01 | 25:03 | 27:16 | 32:31 | 03:15 | 02:24 |
 | Ring of Protection | 12 | 50.00% | 95.3 | 75.00% | +50.00% | -8.33% | -8.33% | 0.00% | 08:38 | -01:29 | 03:01 | 03:56 | 05:33 | 38:05 | 02:32 | 01:52 |
 | Soul Ring | 9 | 37.50% | 93.0 | 77.78% | +44.45% | -27.78% | +22.22% | 22.22% | 05:26 | 02:40 | 03:05 | 04:57 | 05:20 | 10:25 | 02:15 | 01:40 |
 | Blight Stone | 3 | 12.50% | 90.7 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 18:19 | 16:32 | 16:32 | 17:59 | 20:27 | 20:27 | 03:55 | 02:54 |
 | Medallion of Courage | 3 | 12.50% | 88.4 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 18:38 | 17:07 | 17:07 | 18:19 | 20:27 | 20:27 | 03:20 | 02:28 |
 | Magic Wand | 19 | 79.17% | 86.0 | 57.89% | +37.89% | -17.89% | +22.11% | 6.98% | 08:17 | 02:11 | 04:33 | 06:53 | 10:17 | 21:00 | 05:44 | 04:14 |
 | Void Stone | 5 | 20.83% | 83.7 | 80.00% | +37.89% | +20.00% | +20.00% | 0.00% | 25:52 | 22:20 | 22:20 | 25:03 | 27:15 | 31:52 | 04:55 | 03:38 |
 | Magic Stick | 23 | 95.83% | 81.4 | 52.17% | +52.17% | -18.84% | +31.16% | 7.41% | 05:31 | -01:29 | 01:04 | 02:49 | 07:49 | 20:25 | 06:45 | 05:00 |
 | Quelling Blade | 24 | 100.00% | 79.1 | 50.00% | +50.00% | +16.67% | 0.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Boots of Speed | 24 | 100.00% | 76.7 | 50.00% | +50.00% | 0.00% | +33.33% | 9.09% | 05:51 | 01:33 | 03:51 | 05:36 | 07:31 | 09:30 | 03:40 | 02:42 |
 | Ring of Health | 24 | 100.00% | 74.4 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 05:34 | 02:23 | 03:26 | 05:23 | 06:30 | 12:28 | 03:04 | 02:16 |
 | Vanguard | 20 | 83.33% | 72.1 | 50.00% | 0.00% | +10.00% | -30.00% | -8.96% | 09:14 | 05:03 | 06:37 | 07:45 | 11:05 | 21:59 | 04:28 | 03:18 |
 | Aghanim's Scepter | 10 | 41.67% | 69.8 | 60.00% | +17.14% | +6.67% | -10.00% | -4.47% | 19:19 | 16:15 | 16:53 | 17:52 | 20:37 | 26:22 | 03:44 | 02:45 |
 | Hood of Defiance | 22 | 91.67% | 67.4 | 45.45% | -54.55% | -12.12% | +34.55% | 9.56% | 10:56 | 04:09 | 08:09 | 10:00 | 13:02 | 23:07 | 04:53 | 03:37 |
 | Eternal Shroud | 14 | 58.33% | 65.1 | 50.00% | 0.00% | -50.00% | +16.67% | 7.78% | 23:21 | 13:36 | 19:19 | 21:20 | 27:53 | 36:36 | 08:34 | 06:20 |
 | Kaya | 4 | 16.67% | 62.8 | 75.00% | +30.00% | +25.00% | +25.00% | 0.00% | 27:49 | 25:46 | 25:46 | 26:33 | 27:45 | 31:11 | 01:59 | 01:28 |
 | Wind Lace | 4 | 16.67% | 60.5 | 75.00% | +30.00% | -75.00% | +25.00% | 0.00% | 14:48 | 07:29 | 07:29 | 13:20 | 17:58 | 20:23 | 10:29 | 07:45 |
 | Solar Crest | 2 | 8.33% | 58.1 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 19:54 | 18:39 | 18:39 | 21:08 | 21:08 | 21:08 | 02:29 | 01:50 |
 | Crown | 2 | 8.33% | 55.8 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 19:10 | 17:58 | 17:58 | 20:22 | 20:22 | 20:22 | 02:24 | 01:46 |
 | Helm of Iron Will | 2 | 8.33% | 53.5 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 16:28 | 14:23 | 14:23 | 18:32 | 18:32 | 18:32 | 04:09 | 03:04 |
 | Crimson Guard | 2 | 8.33% | 51.2 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 17:36 | 15:24 | 15:24 | 19:48 | 19:48 | 19:48 | 04:24 | 03:15 |
 | Sange | 14 | 58.33% | 48.8 | 42.86% | -17.14% | -17.86% | +23.81% | 3.61% | 22:38 | 15:16 | 17:45 | 19:58 | 29:18 | 33:42 | 11:33 | 08:33 |
 | Bottle | 11 | 45.83% | 46.5 | 45.45% | -8.40% | +21.22% | +54.55% | 28.57% | 02:03 | 01:13 | 01:21 | 01:40 | 02:31 | 04:01 | 01:10 | 00:51 |
 | Chainmail | 12 | 50.00% | 44.2 | 41.67% | -16.66% | -8.34% | +25.00% | 6.80% | 13:18 | 09:11 | 10:16 | 11:59 | 15:10 | 19:51 | 04:54 | 03:37 |
 | Assault Cuirass | 3 | 12.50% | 41.9 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 28:50 | 18:31 | 18:31 | 29:12 | 38:46 | 38:46 | 20:15 | 15:00 |
 | Kaya and Sange | 3 | 12.50% | 39.5 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 28:45 | 26:58 | 26:58 | 28:06 | 31:11 | 31:11 | 04:13 | 03:07 |
 | Buckler | 3 | 12.50% | 37.2 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 28:05 | 17:25 | 17:25 | 28:46 | 38:05 | 38:05 | 20:40 | 15:18 |
 | Heaven's Halberd | 7 | 29.17% | 34.9 | 42.86% | -10.08% | +7.14% | +7.14% | 0.00% | 23:54 | 16:03 | 19:08 | 21:52 | 23:15 | 35:18 | 04:07 | 03:02 |
 | Phase Boots | 9 | 37.50% | 32.6 | 33.33% | -26.67% | -33.33% | +16.67% | 24.00% | 12:27 | 09:54 | 10:25 | 12:20 | 12:30 | 17:04 | 02:05 | 01:32 |
 | Headdress | 1 | 4.17% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:28 | 14:28 | 14:28 | 14:28 | 14:28 | 14:28 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 4.17% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 4.17% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 00:00 | 00:00 |
 | Aghanim's Shard | 6 | 25.00% | 23.3 | 33.33% | -22.23% | +16.67% | -33.33% | -7.18% | 27:58 | 21:22 | 24:04 | 26:24 | 31:02 | 34:41 | 06:58 | 05:09 |
 | Bracer | 2 | 8.33% | 20.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 01:48 | 01:39 | 01:39 | 01:57 | 01:57 | 01:57 | 00:18 | 00:13 |
 | Heart of Tarrasque | 4 | 16.67% | 18.6 | 25.00% | -30.00% | +75.00% | -25.00% | 0.00% | 31:49 | 23:47 | 23:47 | 29:59 | 30:39 | 42:51 | 06:52 | 05:05 |
 | Black King Bar | 6 | 25.00% | 16.3 | 16.67% | -44.44% | -16.67% | +83.33% | 8.89% | 28:20 | 18:03 | 21:40 | 24:37 | 32:55 | 45:18 | 11:15 | 08:20 |
 | Abyssal Blade | 2 | 8.33% | 14.0 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 35:38 | 26:11 | 26:11 | 45:04 | 45:04 | 45:04 | 18:53 | 13:59 |
 | Yasha | 1 | 4.17% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 00:00 | 00:00 |
 | Skull Basher | 2 | 8.33% | 9.3 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 28:54 | 23:31 | 23:31 | 34:16 | 34:16 | 34:16 | 10:45 | 07:57 |
 | Fluffy Hat | 1 | 4.17% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:13 | 06:13 | 06:13 | 06:13 | 06:13 | 06:13 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 4.17% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:57 | 06:57 | 06:57 | 06:57 | 06:57 | 06:57 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 4.17% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |