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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 | |
 | Aether Lens | 22 | 30.56% | 100.0 | 68.18% | +26.18% | +15.15% | -18.18% | -3.46% | 29:23 | 21:27 | 23:59 | 26:49 | 33:37 | 44:31 | 09:37 | 07:07 |
 | Blink Dagger | 26 | 36.11% | 98.5 | 65.38% | +24.08% | -8.24% | +20.33% | 2.42% | 30:12 | 00:10 | 24:58 | 30:16 | 36:46 | 44:27 | 11:48 | 08:44 |
 | Magic Wand | 58 | 80.56% | 96.4 | 56.90% | +35.47% | +9.77% | -23.57% | -6.24% | 09:23 | 01:13 | 05:41 | 08:50 | 11:01 | 30:25 | 05:20 | 03:57 |
 | Magic Stick | 65 | 90.28% | 92.5 | 53.85% | +39.56% | +1.15% | -0.91% | -0.39% | 03:06 | -01:29 | -01:29 | 01:43 | 06:46 | 15:05 | 08:15 | 06:06 |
 | Wind Lace | 20 | 27.78% | 92.2 | 65.00% | +20.77% | +15.00% | -5.00% | -2.67% | 06:55 | -01:29 | -01:28 | 07:05 | 08:57 | 27:13 | 10:25 | 07:43 |
 | Void Stone | 28 | 38.89% | 91.6 | 60.71% | +17.53% | +10.72% | -17.85% | -3.00% | 27:01 | 09:36 | 21:38 | 25:19 | 31:09 | 48:41 | 09:30 | 07:02 |
 | Ring of Basilius | 63 | 87.50% | 89.6 | 52.38% | +19.05% | +3.87% | +3.87% | 0.00% | 09:30 | 03:32 | 07:08 | 08:54 | 10:34 | 22:58 | 03:26 | 02:32 |
 | Aghanim's Shard | 68 | 94.44% | 89.0 | 51.47% | +26.47% | -4.41% | +4.09% | 3.45% | 16:33 | 15:00 | 15:05 | 16:19 | 17:33 | 21:04 | 02:28 | 01:49 |
 | Arcane Boots | 64 | 88.89% | 88.3 | 51.56% | +14.06% | +4.69% | +10.94% | 1.55% | 11:25 | 00:06 | 08:50 | 10:59 | 12:52 | 23:21 | 04:02 | 02:59 |
 | Boots of Speed | 71 | 98.61% | 88.2 | 50.70% | +50.70% | +10.41% | -6.26% | -6.10% | 05:27 | -01:28 | 04:07 | 05:17 | 06:51 | 12:14 | 02:44 | 02:01 |
 | Aghanim's Scepter | 12 | 16.67% | 81.5 | 66.67% | +20.00% | -66.67% | 0.00% | 5.50% | 38:06 | 08:47 | 33:45 | 38:54 | 45:52 | 55:02 | 12:07 | 08:58 |
 | Glimmer Cape | 23 | 31.94% | 80.5 | 56.52% | +9.58% | -6.52% | +10.15% | 1.90% | 27:43 | 00:10 | 23:48 | 25:14 | 32:34 | 57:45 | 08:46 | 06:29 |
 | Fluffy Hat | 21 | 29.17% | 79.6 | 57.14% | +10.08% | +26.19% | +9.53% | -2.01% | 22:14 | 05:20 | 17:35 | 19:52 | 25:53 | 40:45 | 08:18 | 06:08 |
 | Force Staff | 19 | 26.39% | 78.7 | 57.89% | +10.72% | +2.11% | +2.11% | 0.00% | 29:57 | 24:02 | 25:26 | 26:22 | 32:35 | 50:44 | 07:08 | 05:17 |
 | Scythe of Vyse | 5 | 6.94% | 70.0 | 80.00% | +32.24% | +20.00% | -30.00% | -14.85% | 46:41 | 36:23 | 46:34 | 48:33 | 49:56 | 51:58 | 03:22 | 02:29 |
 | Boots of Travel | 2 | 2.78% | 51.0 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 42:03 | 33:32 | 37:47 | 42:02 | 46:17 | 50:33 | 08:30 | 06:18 |
 | Tranquil Boots | 2 | 2.78% | 51.0 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 15:11 | 08:31 | 11:51 | 15:11 | 18:31 | 21:51 | 06:40 | 04:56 |
 | Aeon Disk | 3 | 4.17% | 34.5 | 66.67% | +17.39% | +33.33% | +33.33% | 0.00% | 49:50 | 34:13 | 41:41 | 49:10 | 57:39 | 1:06:08 | 15:57 | 11:49 |
 | Bracer | 4 | 5.56% | 26.9 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 36:41 | 25:29 | 30:42 | 35:20 | 41:19 | 50:34 | 10:36 | 07:51 |
 | Ring of Protection | 4 | 5.56% | 26.9 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 31:15 | 10:44 | 26:12 | 34:24 | 39:26 | 45:25 | 13:14 | 09:48 |
 | Drum of Endurance | 1 | 1.39% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.39% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.39% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 00:00 | 00:00 |
 | Ghost Scepter | 10 | 13.89% | 24.1 | 30.00% | -23.23% | +3.33% | -30.00% | -3.86% | 26:33 | 00:03 | 23:22 | 28:14 | 32:01 | 42:12 | 08:38 | 06:24 |
 | Chainmail | 2 | 2.78% | 13.8 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 21:33 | 13:44 | 17:38 | 21:33 | 25:27 | 29:22 | 07:49 | 05:47 |
 | Headdress | 2 | 2.78% | 13.8 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 21:33 | 13:43 | 17:37 | 21:32 | 25:27 | 29:22 | 07:49 | 05:47 |
 | Lotus Orb | 2 | 2.78% | 13.8 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 38:58 | 35:13 | 37:05 | 38:58 | 40:50 | 42:43 | 03:45 | 02:46 |
 | Guardian Greaves | 2 | 2.78% | 13.8 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 41:35 | 37:29 | 39:32 | 41:35 | 43:38 | 45:41 | 04:06 | 03:02 |
 | Buckler | 2 | 2.78% | 13.8 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 41:26 | 37:27 | 39:26 | 41:26 | 43:25 | 45:25 | 03:59 | 02:57 |
 | Mekansm | 2 | 2.78% | 13.8 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 22:43 | 15:32 | 19:07 | 22:42 | 26:17 | 29:53 | 07:10 | 05:18 |
 | Ring of Health | 2 | 2.78% | 13.8 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 26:41 | 22:58 | 24:49 | 26:40 | 28:31 | 30:23 | 03:42 | 02:44 |
 | Null Talisman | 4 | 5.56% | 8.2 | 25.00% | -26.47% | -25.00% | -25.00% | 0.00% | 15:21 | 02:45 | 06:48 | 10:42 | 19:14 | 37:12 | 12:25 | 09:12 |
 | Solar Crest | 1 | 1.39% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 00:00 | 00:00 |
 | Crown | 1 | 1.39% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 2.78% | 0.0 | 0.00% | -51.43% | 0.00% | 0.00% | 0.00% | 01:58 | -01:28 | 00:15 | 01:58 | 03:41 | 05:24 | 03:26 | 02:32 |
 | Pavise | 1 | 1.39% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 00:00 | 00:00 |