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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 | |
 | Aghanim's Scepter | 9 | 34.62% | 100.0 | 77.78% | +48.37% | -27.78% | +22.22% | 10.00% | 31:22 | 26:58 | 27:45 | 29:38 | 32:45 | 39:49 | 05:00 | 03:42 |
 | Fluffy Hat | 5 | 19.23% | 97.7 | 80.00% | +41.90% | +20.00% | +20.00% | 0.00% | 27:58 | 09:35 | 09:35 | 29:16 | 33:29 | 50:21 | 23:54 | 17:42 |
 | Void Stone | 19 | 73.08% | 95.5 | 52.63% | +24.06% | -12.63% | +7.37% | 3.15% | 16:32 | 08:49 | 11:57 | 14:35 | 18:18 | 31:38 | 06:21 | 04:42 |
 | Magic Stick | 25 | 96.15% | 93.2 | 48.00% | +48.00% | +2.00% | +35.33% | 8.69% | 02:48 | -01:29 | -00:35 | 02:50 | 04:25 | 10:16 | 05:00 | 03:42 |
 | Magic Wand | 25 | 96.15% | 90.9 | 48.00% | +48.00% | -14.67% | -14.67% | 0.00% | 06:13 | 02:49 | 03:51 | 06:06 | 07:59 | 10:51 | 04:08 | 03:03 |
 | Boots of Speed | 26 | 100.00% | 88.6 | 46.15% | +46.15% | +10.99% | +3.85% | -3.51% | 06:30 | 01:22 | 05:34 | 06:21 | 07:36 | 10:02 | 02:02 | 01:30 |
 | Wind Lace | 24 | 92.31% | 86.4 | 45.83% | -4.17% | +37.50% | +4.17% | -8.20% | 10:45 | -01:28 | 08:10 | 09:47 | 12:14 | 28:26 | 04:04 | 03:00 |
 | Eul's Scepter of Divinity | 16 | 61.54% | 84.1 | 50.00% | +10.00% | 0.00% | 0.00% | 0.00% | 21:22 | 16:15 | 17:50 | 19:34 | 22:59 | 31:43 | 05:09 | 03:48 |
 | Rod of Atos | 6 | 23.08% | 81.8 | 66.67% | +26.67% | -16.67% | +33.33% | 8.06% | 15:28 | 10:21 | 11:30 | 16:53 | 17:42 | 18:47 | 06:12 | 04:35 |
 | Blink Dagger | 9 | 34.62% | 79.5 | 55.56% | +14.38% | -5.56% | -5.56% | 0.00% | 32:34 | 21:09 | 24:48 | 33:04 | 36:28 | 45:18 | 11:40 | 08:38 |
 | Ring of Health | 4 | 15.38% | 77.3 | 75.00% | +34.09% | +25.00% | +25.00% | 0.00% | 22:45 | 12:39 | 12:39 | 16:28 | 23:28 | 38:25 | 10:49 | 08:00 |
 | Moon Shard | 4 | 15.38% | 75.0 | 75.00% | +34.09% | +25.00% | +25.00% | 0.00% | 38:51 | 33:24 | 33:24 | 36:59 | 40:20 | 44:42 | 06:56 | 05:08 |
 | Octarine Core | 2 | 7.69% | 72.7 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 35:31 | 29:09 | 29:09 | 41:53 | 41:53 | 41:53 | 12:44 | 09:25 |
 | Crown | 8 | 30.77% | 70.5 | 50.00% | +5.56% | +50.00% | -50.00% | -18.07% | 10:24 | 02:48 | 03:15 | 08:32 | 08:47 | 26:13 | 05:32 | 04:05 |
 | Arcane Boots | 5 | 19.23% | 68.2 | 60.00% | +17.14% | -60.00% | +40.00% | 6.28% | 18:41 | 07:11 | 07:11 | 19:21 | 23:07 | 30:58 | 15:56 | 11:48 |
 | Bottle | 3 | 11.54% | 65.9 | 66.67% | +23.19% | +33.33% | 0.00% | -33.33% | 01:19 | 01:16 | 01:16 | 01:19 | 01:22 | 01:22 | 00:06 | 00:04 |
 | Force Staff | 3 | 11.54% | 63.6 | 66.67% | +23.19% | -66.67% | 0.00% | 3.85% | 40:42 | 33:02 | 33:02 | 38:43 | 50:21 | 50:21 | 17:19 | 12:49 |
 | Boots of Travel | 3 | 11.54% | 61.4 | 66.67% | +23.19% | +33.33% | 0.00% | -1.11% | 44:55 | 31:14 | 31:14 | 42:19 | 1:01:13 | 1:01:13 | 29:59 | 22:12 |
 | Tranquil Boots | 8 | 30.77% | 59.1 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 14:01 | 07:25 | 09:53 | 11:36 | 13:41 | 23:39 | 03:48 | 02:48 |
 | Hand of Midas | 4 | 15.38% | 56.8 | 50.00% | +4.55% | +50.00% | -50.00% | -39.74% | 18:54 | 13:32 | 13:32 | 15:41 | 16:03 | 30:20 | 02:31 | 01:51 |
 | Urn of Shadows | 1 | 3.85% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 3.85% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:34 | 23:34 | 23:34 | 23:34 | 23:34 | 23:34 | 00:00 | 00:00 |
 | Power Treads | 1 | 3.85% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 3.85% | 47.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:15 | 49:15 | 49:15 | 49:15 | 49:15 | 49:15 | 00:00 | 00:00 |
 | Sange | 1 | 3.85% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 3.85% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.85% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:31 | 39:31 | 39:31 | 39:31 | 39:31 | 39:31 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 3.85% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:09 | 09:09 | 09:09 | 09:09 | 09:09 | 09:09 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 3.85% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:22 | 50:22 | 50:22 | 50:22 | 50:22 | 50:22 | 00:00 | 00:00 |
 | Javelin | 1 | 3.85% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.85% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 3.85% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 00:00 | 00:00 |
 | Aghanim's Shard | 6 | 23.08% | 27.3 | 33.33% | -16.67% | -33.33% | -33.33% | 0.00% | 33:23 | 17:46 | 25:07 | 29:53 | 40:41 | 48:17 | 15:34 | 11:31 |
 | Bracer | 9 | 34.62% | 25.0 | 22.22% | -36.60% | +77.78% | -22.22% | -10.89% | 07:49 | 02:43 | 03:04 | 08:07 | 12:15 | 13:41 | 09:11 | 06:48 |
 | Wraith Band | 2 | 7.69% | 22.7 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 21:25 | 08:34 | 08:34 | 34:15 | 34:15 | 34:15 | 25:41 | 19:01 |
 | Lotus Orb | 2 | 7.69% | 20.5 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 22:00 | 20:45 | 20:45 | 23:15 | 23:15 | 23:15 | 02:30 | 01:51 |
 | Black King Bar | 2 | 7.69% | 18.2 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 25:49 | 25:09 | 25:09 | 26:28 | 26:28 | 26:28 | 01:19 | 00:58 |
 | Chainmail | 3 | 11.54% | 15.9 | 0.00% | -52.17% | 0.00% | 0.00% | 0.00% | 18:08 | 13:20 | 13:20 | 14:53 | 26:12 | 26:12 | 12:52 | 09:31 |
 | Solar Crest | 2 | 7.69% | 13.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 28:15 | 27:15 | 27:15 | 29:14 | 29:14 | 29:14 | 01:59 | 01:28 |
 | Medallion of Courage | 2 | 7.69% | 11.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 22:04 | 17:56 | 17:56 | 26:12 | 26:12 | 26:12 | 08:16 | 06:07 |
 | Blight Stone | 2 | 7.69% | 9.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 21:46 | 17:19 | 17:19 | 26:12 | 26:12 | 26:12 | 08:53 | 06:34 |
 | Drum of Endurance | 2 | 7.69% | 6.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 17:39 | 16:46 | 16:46 | 18:32 | 18:32 | 18:32 | 01:46 | 01:18 |
 | Headdress | 1 | 3.85% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:20 | 13:20 | 13:20 | 13:20 | 13:20 | 13:20 | 00:00 | 00:00 |
 | Mekansm | 1 | 3.85% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:20 | 13:20 | 13:20 | 13:20 | 13:20 | 13:20 | 00:00 | 00:00 |