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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 | |
 | Pipe of Insight | 3 | 21.43% | 100.0 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 18:22 | 15:19 | 15:19 | 15:58 | 23:50 | 23:50 | 08:31 | 06:18 |
 | Ring of Health | 6 | 42.86% | 97.7 | 66.67% | +41.67% | -16.67% | +33.33% | 8.33% | 10:13 | 05:21 | 06:41 | 07:34 | 12:41 | 21:23 | 06:00 | 04:26 |
 | Arcane Boots | 4 | 28.57% | 95.3 | 75.00% | +45.00% | -75.00% | +25.00% | 41.38% | 07:51 | 05:58 | 05:58 | 06:59 | 08:23 | 10:04 | 02:25 | 01:47 |
 | Headdress | 4 | 28.57% | 93.0 | 75.00% | +45.00% | +25.00% | +25.00% | 0.00% | 10:51 | 09:32 | 09:32 | 10:29 | 10:57 | 12:26 | 01:25 | 01:02 |
 | Rod of Atos | 2 | 14.29% | 90.7 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 09:39 | 09:24 | 09:24 | 09:54 | 09:54 | 09:54 | 00:30 | 00:22 |
 | Lotus Orb | 2 | 14.29% | 88.4 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 21:27 | 20:10 | 20:10 | 22:44 | 22:44 | 22:44 | 02:34 | 01:54 |
 | Boots of Speed | 14 | 100.00% | 86.0 | 42.86% | +42.86% | -17.86% | -9.53% | 8.33% | 02:47 | 01:43 | 02:03 | 02:29 | 03:01 | 05:40 | 00:58 | 00:42 |
 | Magic Wand | 14 | 100.00% | 83.7 | 42.86% | +42.86% | +7.14% | -9.53% | -5.53% | 02:08 | -01:29 | -01:29 | 02:17 | 04:30 | 07:25 | 05:59 | 04:25 |
 | Wind Lace | 5 | 35.71% | 81.4 | 60.00% | +26.67% | +40.00% | -60.00% | -16.76% | 06:14 | 02:56 | 02:56 | 04:22 | 08:54 | 11:28 | 05:58 | 04:25 |
 | Aghanim's Shard | 10 | 71.43% | 79.1 | 40.00% | -10.00% | +26.67% | -40.00% | -7.81% | 22:55 | 15:07 | 16:46 | 20:45 | 25:18 | 35:38 | 08:32 | 06:19 |
 | Shiva's Guard | 3 | 21.43% | 76.7 | 66.67% | +30.31% | -66.67% | 0.00% | 0.00% | 37:10 | 32:37 | 32:37 | 37:52 | 41:01 | 41:01 | 08:24 | 06:13 |
 | Mekansm | 3 | 21.43% | 74.4 | 66.67% | +30.31% | +33.33% | 0.00% | 0.00% | 13:03 | 12:56 | 12:56 | 13:04 | 13:08 | 13:08 | 00:12 | 00:08 |
 | Bracer | 3 | 21.43% | 72.1 | 66.67% | +30.31% | +33.33% | 0.00% | 0.00% | 03:33 | 02:13 | 02:13 | 03:11 | 05:15 | 05:15 | 03:02 | 02:14 |
 | Ring of Protection | 3 | 21.43% | 69.8 | 66.67% | +30.31% | +33.33% | 0.00% | 0.00% | 09:47 | 03:43 | 03:43 | 10:55 | 14:43 | 14:43 | 11:00 | 08:08 |
 | Crown | 3 | 21.43% | 67.4 | 66.67% | +30.31% | -66.67% | 0.00% | 0.00% | 04:37 | 03:17 | 03:17 | 04:20 | 06:13 | 06:13 | 02:56 | 02:10 |
 | Void Stone | 3 | 21.43% | 65.1 | 66.67% | +30.31% | +33.33% | 0.00% | 0.00% | 19:23 | 12:54 | 12:54 | 19:17 | 25:58 | 25:58 | 13:04 | 09:40 |
 | Null Talisman | 7 | 50.00% | 62.8 | 42.86% | 0.00% | +57.14% | -42.86% | -100.00% | 01:26 | 00:58 | 01:15 | 01:17 | 01:22 | 02:10 | 00:07 | 00:05 |
 | Boots of Travel | 8 | 57.14% | 60.5 | 37.50% | -12.50% | +62.50% | -37.50% | -9.85% | 36:07 | 26:07 | 28:55 | 36:28 | 39:04 | 47:17 | 10:09 | 07:31 |
 | Kaya | 8 | 57.14% | 58.1 | 37.50% | -12.50% | +12.50% | -37.50% | -21.13% | 23:29 | 16:10 | 19:58 | 21:38 | 22:20 | 35:42 | 02:22 | 01:45 |
 | Black King Bar | 8 | 57.14% | 55.8 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 28:25 | 15:02 | 15:59 | 30:23 | 31:30 | 44:54 | 15:31 | 11:29 |
 | Magic Stick | 9 | 64.29% | 53.5 | 33.33% | -26.67% | -33.33% | +16.67% | 44.78% | 01:29 | -01:29 | -01:29 | 01:21 | 02:36 | 07:04 | 04:05 | 03:01 |
 | Sange | 9 | 64.29% | 51.2 | 33.33% | -26.67% | +16.67% | -33.33% | -12.10% | 20:38 | 13:57 | 17:03 | 19:46 | 21:11 | 32:12 | 04:08 | 03:03 |
 | Hood of Defiance | 4 | 28.57% | 48.8 | 50.00% | +10.00% | +50.00% | -50.00% | -42.25% | 07:35 | 05:23 | 05:23 | 06:56 | 07:45 | 10:16 | 02:22 | 01:45 |
 | Aeon Disk | 1 | 7.14% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:16 | 26:16 | 26:16 | 26:16 | 26:16 | 26:16 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 7.14% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 7.14% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:28 | 04:28 | 04:28 | 04:28 | 04:28 | 04:28 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 7.14% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 7.14% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Force Staff | 1 | 7.14% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:25 | 21:25 | 21:25 | 21:25 | 21:25 | 21:25 | 00:00 | 00:00 |
 | Blink Dagger | 5 | 35.71% | 32.6 | 40.00% | -4.44% | +60.00% | -40.00% | -11.15% | 29:43 | 24:26 | 24:26 | 29:23 | 33:24 | 34:41 | 08:58 | 06:38 |
 | Chainmail | 5 | 35.71% | 30.2 | 40.00% | -4.44% | -40.00% | -40.00% | 0.00% | 10:23 | 05:34 | 05:34 | 10:54 | 11:51 | 12:54 | 06:17 | 04:39 |
 | Kaya and Sange | 7 | 50.00% | 27.9 | 28.57% | -28.57% | +21.43% | -28.57% | -19.74% | 24:25 | 19:00 | 20:23 | 22:04 | 22:55 | 35:55 | 02:32 | 01:52 |
 | Guardian Greaves | 2 | 14.29% | 25.6 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 23:48 | 18:00 | 18:00 | 29:36 | 29:36 | 29:36 | 11:36 | 08:35 |
 | Eul's Scepter of Divinity | 2 | 14.29% | 23.3 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 19:54 | 13:31 | 13:31 | 26:17 | 26:17 | 26:17 | 12:46 | 09:27 |
 | Buckler | 2 | 14.29% | 20.9 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 22:01 | 14:44 | 14:44 | 29:17 | 29:17 | 29:17 | 14:33 | 10:46 |
 | Fluffy Hat | 2 | 14.29% | 18.6 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 11:30 | 04:46 | 04:46 | 18:13 | 18:13 | 18:13 | 13:27 | 09:57 |
 | Radiance | 3 | 21.43% | 16.3 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 23:27 | 14:55 | 14:55 | 22:02 | 33:25 | 33:25 | 18:30 | 13:42 |
 | Blade Mail | 2 | 14.29% | 14.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 13:09 | 08:55 | 08:55 | 17:23 | 17:23 | 17:23 | 08:28 | 06:16 |
 | Heaven's Halberd | 1 | 7.14% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 7.14% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Power Treads | 1 | 7.14% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:07 | 06:07 | 06:07 | 06:07 | 06:07 | 06:07 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 7.14% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:13 | 05:13 | 05:13 | 05:13 | 05:13 | 05:13 | 00:00 | 00:00 |
 | Dagon | 1 | 7.14% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 00:00 | 00:00 |