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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 | 8 | 44.44% | 100.0 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 24:27 | 19:48 | 20:27 | 21:46 | 27:42 | 30:42 | 07:15 | 05:22 |
 | Wraith Band | 8 | 44.44% | 98.0 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 02:32 | 01:40 | 01:42 | 02:17 | 02:38 | 04:34 | 00:56 | 00:41 |
 | Magic Wand | 15 | 83.33% | 96.0 | 93.33% | +60.00% | -18.33% | +6.67% | 9.43% | 05:06 | -01:29 | 03:09 | 04:34 | 05:48 | 15:15 | 02:39 | 01:57 |
 | Magic Stick | 17 | 94.44% | 94.0 | 88.24% | +88.24% | -13.24% | -13.24% | 0.00% | 02:37 | -01:29 | -01:29 | 01:49 | 04:09 | 14:51 | 05:38 | 04:10 |
 | Spirit Vessel | 11 | 61.11% | 92.0 | 90.91% | +19.48% | +9.09% | -24.24% | -8.69% | 13:24 | 09:50 | 10:37 | 12:36 | 14:27 | 20:02 | 03:50 | 02:50 |
 | Blink Dagger | 5 | 27.78% | 90.0 | 100.00% | +23.08% | 0.00% | 0.00% | 0.00% | 33:07 | 22:52 | 22:52 | 31:48 | 36:31 | 45:50 | 13:39 | 10:06 |
 | Maelstrom | 5 | 27.78% | 88.0 | 100.00% | +23.08% | 0.00% | 0.00% | 0.00% | 14:22 | 08:53 | 08:53 | 13:32 | 16:37 | 19:53 | 07:44 | 05:43 |
 | Morbid Mask | 5 | 27.78% | 86.0 | 100.00% | +23.08% | 0.00% | 0.00% | 0.00% | 30:21 | 16:55 | 16:55 | 34:51 | 37:02 | 38:35 | 20:07 | 14:54 |
 | Javelin | 5 | 27.78% | 84.0 | 100.00% | +23.08% | 0.00% | 0.00% | 0.00% | 10:32 | 04:24 | 04:24 | 10:31 | 12:15 | 15:51 | 07:51 | 05:48 |
 | Ring of Protection | 15 | 83.33% | 82.0 | 80.00% | -20.00% | -30.00% | -5.00% | 8.62% | 03:26 | -01:29 | 01:32 | 03:52 | 04:26 | 08:26 | 02:54 | 02:08 |
 | Urn of Shadows | 15 | 83.33% | 80.0 | 80.00% | -20.00% | -5.00% | -5.00% | 0.00% | 06:01 | 02:43 | 04:57 | 05:46 | 06:27 | 10:56 | 01:30 | 01:06 |
 | Void Stone | 8 | 44.44% | 78.0 | 87.50% | +7.50% | +12.50% | +12.50% | 0.00% | 27:50 | 17:36 | 18:06 | 26:22 | 30:31 | 41:32 | 12:25 | 09:11 |
 | Mjollnir | 4 | 22.22% | 76.0 | 100.00% | +21.43% | 0.00% | 0.00% | 0.00% | 26:17 | 23:00 | 23:00 | 25:19 | 26:59 | 29:50 | 03:59 | 02:57 |
 | Black King Bar | 7 | 38.89% | 74.0 | 85.71% | +3.89% | +14.29% | -35.71% | -10.95% | 24:01 | 18:04 | 20:22 | 22:11 | 24:56 | 35:47 | 04:34 | 03:22 |
 | Power Treads | 6 | 33.33% | 72.0 | 83.33% | 0.00% | +16.67% | +16.67% | 0.00% | 10:34 | 07:53 | 08:25 | 10:20 | 12:06 | 13:59 | 03:41 | 02:43 |
 | Boots of Speed | 6 | 33.33% | 70.0 | 83.33% | 0.00% | +16.67% | +16.67% | 0.00% | 09:57 | 06:51 | 07:20 | 10:07 | 11:38 | 13:30 | 04:18 | 03:11 |
 | Wind Lace | 3 | 16.67% | 68.0 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 18:15 | 15:52 | 15:52 | 18:40 | 20:13 | 20:13 | 04:21 | 03:13 |
 | Vladmir's Offering | 3 | 16.67% | 66.0 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 26:04 | 18:58 | 18:58 | 24:22 | 34:52 | 34:52 | 15:54 | 11:46 |
 | Eye of Skadi | 3 | 16.67% | 64.0 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 34:03 | 32:10 | 32:10 | 33:47 | 36:11 | 36:11 | 04:01 | 02:58 |
 | Ring of Health | 3 | 16.67% | 62.0 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 32:28 | 25:37 | 25:37 | 30:53 | 40:53 | 40:53 | 15:16 | 11:18 |
 | Ring of Basilius | 5 | 27.78% | 60.0 | 80.00% | -4.62% | +20.00% | +20.00% | 0.00% | 22:24 | 03:34 | 03:34 | 24:22 | 34:30 | 34:51 | 30:56 | 22:54 |
 | Buckler | 4 | 22.22% | 58.0 | 75.00% | -10.71% | +25.00% | +25.00% | 0.00% | 26:34 | 13:28 | 13:28 | 24:22 | 33:34 | 34:50 | 20:06 | 14:53 |
 | Fluffy Hat | 4 | 22.22% | 56.0 | 75.00% | -10.71% | +25.00% | +25.00% | 0.00% | 25:32 | 04:25 | 04:25 | 21:32 | 33:47 | 42:23 | 29:22 | 21:45 |
 | Crystalys | 2 | 11.11% | 54.0 | 100.00% | +18.75% | 0.00% | 0.00% | 0.00% | 29:51 | 28:38 | 28:38 | 31:04 | 31:04 | 31:04 | 02:26 | 01:48 |
 | Daedalus | 2 | 11.11% | 52.0 | 100.00% | +18.75% | 0.00% | 0.00% | 0.00% | 32:40 | 31:32 | 31:32 | 33:48 | 33:48 | 33:48 | 02:16 | 01:40 |
 | Eul's Scepter of Divinity | 2 | 11.11% | 50.0 | 100.00% | +18.75% | 0.00% | 0.00% | 0.00% | 19:59 | 18:06 | 18:06 | 21:51 | 21:51 | 21:51 | 03:45 | 02:46 |
 | Aether Lens | 2 | 11.11% | 48.0 | 100.00% | +18.75% | 0.00% | 0.00% | 0.00% | 36:31 | 31:21 | 31:21 | 41:41 | 41:41 | 41:41 | 10:20 | 07:39 |
 | Quelling Blade | 2 | 11.11% | 46.0 | 100.00% | +18.75% | 0.00% | 0.00% | 0.00% | 09:58 | 09:26 | 09:26 | 10:30 | 10:30 | 10:30 | 01:04 | 00:47 |
 | Force Staff | 3 | 16.67% | 44.0 | 66.67% | -20.00% | -66.67% | 0.00% | 5.07% | 35:09 | 29:15 | 29:15 | 33:47 | 42:24 | 42:24 | 13:09 | 09:44 |
 | Aghanim's Shard | 3 | 16.67% | 42.0 | 66.67% | -20.00% | -66.67% | 0.00% | 2.71% | 30:15 | 19:11 | 19:11 | 27:47 | 43:47 | 43:47 | 24:36 | 18:13 |
 | Falcon Blade | 1 | 5.56% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:46 | 04:46 | 04:46 | 04:46 | 04:46 | 04:46 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 5.56% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 00:00 | 00:00 |
 | Swift Blink | 1 | 5.56% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 5.56% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 5.56% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Crown | 1 | 5.56% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 5.56% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:01 | 37:01 | 37:01 | 37:01 | 37:01 | 37:01 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 5.56% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 5.56% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:39 | 14:39 | 14:39 | 14:39 | 14:39 | 14:39 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.56% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 5.56% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 5.56% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Satanic | 1 | 5.56% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 00:00 | 00:00 |
 | Skull Basher | 1 | 5.56% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 5.56% | 12.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:00 | 52:00 | 52:00 | 52:00 | 52:00 | 52:00 | 00:00 | 00:00 |
 | Vanguard | 1 | 5.56% | 10.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 5.56% | 8.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 00:00 | 00:00 |
 | Headdress | 1 | 5.56% | 6.0 | 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 |
 | Gleipnir | 1 | 5.56% | 4.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 11.11% | 2.0 | 50.00% | -37.50% | -50.00% | 0.00% | 0.00% | 32:08 | 29:27 | 29:27 | 34:49 | 34:49 | 34:49 | 05:22 | 03:58 |