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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 | |
 | Hood of Defiance | 10 | 76.92% | 100.0 | 70.00% | +70.00% | -3.33% | +30.00% | 5.92% | 10:18 | 05:34 | 07:00 | 10:02 | 12:38 | 14:24 | 05:38 | 04:10 |
 | Eternal Shroud | 5 | 38.46% | 97.3 | 80.00% | +42.50% | +20.00% | +20.00% | 0.00% | 23:49 | 14:27 | 14:27 | 23:29 | 28:35 | 32:22 | 14:08 | 10:28 |
 | Quelling Blade | 13 | 100.00% | 94.6 | 53.85% | +53.85% | -20.52% | -20.52% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 13 | 100.00% | 91.9 | 53.85% | +53.85% | -20.52% | -20.52% | 0.00% | 06:55 | 02:36 | 04:40 | 07:05 | 08:28 | 09:09 | 03:48 | 02:48 |
 | Magic Stick | 13 | 100.00% | 89.2 | 53.85% | +53.85% | -20.52% | -20.52% | 0.00% | 03:40 | -01:29 | -01:28 | 02:20 | 07:12 | 10:34 | 08:40 | 06:25 |
 | Magic Wand | 13 | 100.00% | 86.5 | 53.85% | +53.85% | -20.52% | -20.52% | 0.00% | 08:51 | 07:07 | 07:31 | 08:08 | 09:15 | 13:34 | 01:44 | 01:17 |
 | Ring of Health | 13 | 100.00% | 83.8 | 53.85% | +53.85% | -20.52% | -20.52% | 0.00% | 04:45 | 02:49 | 03:09 | 04:26 | 04:53 | 12:52 | 01:44 | 01:17 |
 | Ring of Protection | 8 | 61.54% | 81.1 | 62.50% | +22.50% | -12.50% | -12.50% | 0.00% | 06:07 | -01:29 | -01:29 | 01:51 | 04:46 | 31:51 | 06:15 | 04:37 |
 | Aghanim's Scepter | 11 | 84.62% | 78.4 | 54.55% | +4.55% | +12.12% | +12.12% | 0.00% | 19:03 | 15:37 | 16:43 | 18:23 | 20:46 | 23:51 | 04:03 | 03:00 |
 | Soul Ring | 7 | 53.85% | 75.7 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 06:13 | 01:31 | 02:12 | 04:46 | 08:08 | 14:00 | 05:56 | 04:23 |
 | Power Treads | 8 | 61.54% | 73.0 | 50.00% | -10.00% | -50.00% | +50.00% | 7.92% | 18:11 | 09:15 | 09:45 | 17:06 | 22:23 | 29:22 | 12:38 | 09:21 |
 | Vanguard | 9 | 69.23% | 70.3 | 44.44% | -30.56% | +5.56% | +5.56% | 0.00% | 06:56 | 05:09 | 05:55 | 07:28 | 07:38 | 08:15 | 01:43 | 01:16 |
 | Bottle | 6 | 46.15% | 67.6 | 50.00% | -7.14% | -50.00% | -50.00% | 0.00% | 01:33 | 01:01 | 01:32 | 01:32 | 01:36 | 02:03 | 00:04 | 00:02 |
 | Black King Bar | 7 | 53.85% | 64.9 | 42.86% | -23.81% | +7.14% | +7.14% | 0.00% | 32:01 | 20:46 | 23:29 | 29:48 | 32:41 | 46:29 | 09:12 | 06:48 |
 | Sange | 8 | 61.54% | 62.2 | 37.50% | -42.50% | -37.50% | +12.50% | 11.36% | 23:56 | 14:56 | 20:47 | 24:22 | 25:11 | 29:32 | 04:24 | 03:15 |
 | Chainmail | 4 | 30.77% | 59.5 | 50.00% | -5.56% | -50.00% | -50.00% | 0.00% | 11:19 | 09:10 | 09:10 | 11:31 | 11:59 | 12:35 | 02:49 | 02:05 |
 | Phase Boots | 4 | 30.77% | 56.8 | 50.00% | -5.56% | -50.00% | +50.00% | 54.55% | 12:16 | 11:06 | 11:06 | 12:00 | 12:56 | 13:02 | 01:50 | 01:21 |
 | Pipe of Insight | 1 | 7.69% | 54.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:54 | 29:54 | 29:54 | 29:54 | 29:54 | 29:54 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 7.69% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:12 | 41:12 | 41:12 | 41:12 | 41:12 | 41:12 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 7.69% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 7.69% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 7.69% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 00:00 | 00:00 |
 | Headdress | 1 | 7.69% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 00:00 | 00:00 |
 | Yasha | 1 | 7.69% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 7.69% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Skull Basher | 1 | 7.69% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 |
 | Void Stone | 1 | 7.69% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 00:00 | 00:00 |
 | Bracer | 1 | 7.69% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:22 | 03:22 | 03:22 | 03:22 | 03:22 | 03:22 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 7.69% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 7.69% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 00:00 | 00:00 |
 | Buckler | 1 | 7.69% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 7.69% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 00:00 | 00:00 |
 | Heaven's Halberd | 5 | 38.46% | 13.5 | 40.00% | -22.50% | -40.00% | -40.00% | 0.00% | 28:04 | 23:41 | 23:41 | 29:01 | 29:17 | 30:50 | 05:36 | 04:08 |
 | Echo Sabre | 1 | 7.69% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:45 | 21:45 | 21:45 | 21:45 | 21:45 | 21:45 | 00:00 | 00:00 |
 | Kaya | 1 | 7.69% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 7.69% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:36 | 24:36 | 24:36 | 24:36 | 24:36 | 24:36 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 7.69% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 00:00 | 00:00 |