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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 | |
 | Blight Stone | 3 | 12.00% | 100.0 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Bracer | 3 | 12.00% | 98.3 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 01:53 | 01:38 | 01:38 | 01:44 | 02:16 | 02:16 | 00:38 | 00:28 |
 | Wind Lace | 12 | 48.00% | 96.6 | 58.33% | +27.56% | -25.00% | +41.67% | 9.35% | 12:51 | 05:23 | 07:20 | 09:17 | 14:28 | 25:31 | 07:08 | 05:17 |
 | Magic Stick | 24 | 96.00% | 94.8 | 45.83% | +45.83% | -29.16% | +4.17% | 33.33% | 01:17 | -01:30 | -01:29 | -01:27 | 02:25 | 11:01 | 03:54 | 02:53 |
 | Fluffy Hat | 13 | 52.00% | 93.1 | 53.85% | +20.52% | -20.52% | +46.15% | 19.61% | 15:53 | 11:16 | 12:59 | 14:22 | 16:23 | 32:27 | 03:24 | 02:31 |
 | Boots of Speed | 25 | 100.00% | 91.4 | 44.00% | +44.00% | +22.67% | -27.33% | -9.38% | 06:22 | -01:29 | 03:36 | 06:33 | 08:56 | 12:22 | 05:20 | 03:57 |
 | Force Staff | 11 | 44.00% | 89.7 | 54.55% | +18.84% | +45.45% | +12.12% | -12.27% | 21:13 | 16:23 | 19:20 | 21:28 | 22:03 | 25:06 | 02:43 | 02:00 |
 | Power Treads | 6 | 24.00% | 87.9 | 66.67% | +29.83% | -66.67% | +33.33% | 51.28% | 08:19 | 07:21 | 07:24 | 08:02 | 09:21 | 09:27 | 01:57 | 01:26 |
 | Aghanim's Shard | 14 | 56.00% | 86.2 | 50.00% | +13.64% | -25.00% | -16.67% | 1.54% | 26:26 | 16:23 | 23:36 | 26:35 | 29:00 | 43:53 | 05:24 | 04:00 |
 | Daedalus | 4 | 16.00% | 84.5 | 75.00% | +36.90% | +25.00% | +25.00% | 0.00% | 34:22 | 29:57 | 29:57 | 34:41 | 36:19 | 36:31 | 06:22 | 04:42 |
 | Solar Crest | 2 | 8.00% | 82.8 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 21:32 | 18:10 | 18:10 | 24:54 | 24:54 | 24:54 | 06:44 | 04:59 |
 | Morbid Mask | 2 | 8.00% | 81.0 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 40:23 | 34:31 | 34:31 | 46:15 | 46:15 | 46:15 | 11:44 | 08:41 |
 | Medallion of Courage | 2 | 8.00% | 79.3 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 16:02 | 10:43 | 10:43 | 21:20 | 21:20 | 21:20 | 10:37 | 07:51 |
 | Drum of Endurance | 2 | 8.00% | 77.6 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 25:17 | 20:21 | 20:21 | 30:12 | 30:12 | 30:12 | 09:51 | 07:17 |
 | Magic Wand | 16 | 64.00% | 75.9 | 43.75% | -0.69% | -18.75% | +6.25% | 6.28% | 05:04 | 00:09 | 02:25 | 04:46 | 06:24 | 10:14 | 03:59 | 02:57 |
 | Ring of Protection | 8 | 32.00% | 74.1 | 50.00% | +8.82% | 0.00% | 0.00% | 0.00% | 11:40 | 02:18 | 02:23 | 03:26 | 14:49 | 34:30 | 12:26 | 09:12 |
 | Soul Ring | 5 | 20.00% | 72.4 | 60.00% | +20.00% | +40.00% | +40.00% | 0.00% | 03:42 | 02:59 | 02:59 | 03:26 | 03:41 | 05:15 | 00:42 | 00:31 |
 | Crystalys | 5 | 20.00% | 70.7 | 60.00% | +20.00% | +40.00% | -60.00% | -9.93% | 29:49 | 22:02 | 22:02 | 31:13 | 32:06 | 34:18 | 10:04 | 07:27 |
 | Aghanim's Scepter | 5 | 20.00% | 69.0 | 60.00% | +20.00% | +40.00% | +40.00% | 0.00% | 27:48 | 20:47 | 20:47 | 25:35 | 29:08 | 38:45 | 08:21 | 06:11 |
 | Blink Dagger | 12 | 48.00% | 67.2 | 41.67% | -4.48% | -8.34% | -8.34% | 0.00% | 23:15 | 12:41 | 13:23 | 23:35 | 27:44 | 41:32 | 14:21 | 10:37 |
 | Arcane Boots | 9 | 36.00% | 65.5 | 44.44% | +0.69% | +5.56% | +5.56% | 0.00% | 12:30 | 09:59 | 10:36 | 11:57 | 13:26 | 16:16 | 02:50 | 02:05 |
 | Black King Bar | 6 | 24.00% | 63.8 | 50.00% | +7.89% | +50.00% | -50.00% | -12.82% | 26:25 | 17:10 | 18:25 | 21:08 | 26:13 | 50:28 | 07:48 | 05:46 |
 | Crown | 3 | 12.00% | 62.1 | 66.67% | +25.76% | -66.67% | 0.00% | 4.32% | 15:28 | 07:53 | 07:53 | 15:11 | 23:19 | 23:19 | 15:26 | 11:25 |
 | Void Stone | 4 | 16.00% | 60.3 | 50.00% | +7.14% | +50.00% | -50.00% | -24.19% | 29:42 | 25:07 | 25:07 | 26:11 | 29:15 | 38:13 | 04:08 | 03:03 |
 | Chainmail | 4 | 16.00% | 58.6 | 50.00% | +7.14% | +50.00% | -50.00% | -9.01% | 23:16 | 09:17 | 09:17 | 12:56 | 20:23 | 50:27 | 11:06 | 08:13 |
 | Eye of Skadi | 1 | 4.00% | 56.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 4.00% | 55.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |
 | Wind Waker | 1 | 4.00% | 53.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 4.00% | 51.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 4.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 4.00% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 4.00% | 46.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Satanic | 1 | 4.00% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:28 | 46:28 | 46:28 | 46:28 | 46:28 | 46:28 | 00:00 | 00:00 |
 | Tranquil Boots | 5 | 20.00% | 43.1 | 40.00% | -5.00% | -40.00% | -40.00% | 0.00% | 15:15 | 10:42 | 10:42 | 13:31 | 14:43 | 25:21 | 04:01 | 02:58 |
 | Buckler | 2 | 8.00% | 41.4 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 31:57 | 29:23 | 29:23 | 34:30 | 34:30 | 34:30 | 05:07 | 03:47 |
 | Ring of Basilius | 2 | 8.00% | 39.7 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 20:03 | 05:36 | 05:36 | 34:30 | 34:30 | 34:30 | 28:54 | 21:24 |
 | Quelling Blade | 2 | 8.00% | 37.9 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 00:11 | -01:30 | -01:30 | 01:52 | 01:52 | 01:52 | 03:22 | 02:29 |
 | Aether Lens | 2 | 8.00% | 36.2 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 41:41 | 38:13 | 38:13 | 45:08 | 45:08 | 45:08 | 06:55 | 05:07 |
 | Glimmer Cape | 2 | 8.00% | 34.5 | 50.00% | +6.52% | +50.00% | 0.00% | 0.00% | 26:24 | 19:16 | 19:16 | 33:32 | 33:32 | 33:32 | 14:16 | 10:34 |
 | Ring of Health | 3 | 12.00% | 32.8 | 33.33% | -12.12% | -33.33% | 0.00% | 0.80% | 38:58 | 25:02 | 25:02 | 25:19 | 1:06:32 | 1:06:32 | 41:30 | 30:44 |
 | Silver Edge | 1 | 4.00% | 31.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 00:00 | 00:00 |
 | Witch Blade | 1 | 4.00% | 29.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:27 | 50:27 | 50:27 | 50:27 | 50:27 | 50:27 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 4.00% | 27.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 00:00 | 00:00 |
 | Swift Blink | 1 | 4.00% | 25.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:11 | 58:11 | 58:11 | 58:11 | 58:11 | 58:11 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 8.00% | 24.1 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 32:16 | 28:10 | 28:10 | 36:21 | 36:21 | 36:21 | 08:11 | 06:03 |
 | Aeon Disk | 1 | 4.00% | 22.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:20 | 1:09:20 | 1:09:20 | 1:09:20 | 1:09:20 | 1:09:20 | 00:00 | 00:00 |
 | Headdress | 4 | 16.00% | 20.7 | 0.00% | -52.38% | 0.00% | 0.00% | 0.00% | 19:17 | -01:29 | -01:29 | -01:29 | 14:13 | 1:05:54 | 15:42 | 11:37 |
 | Ghost Scepter | 1 | 4.00% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 4.00% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 00:00 | 00:00 |
 | Octarine Core | 1 | 4.00% | 15.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:41 | 1:02:41 | 1:02:41 | 1:02:41 | 1:02:41 | 1:02:41 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 4.00% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:06 | 10:06 | 10:06 | 10:06 | 10:06 | 10:06 | 00:00 | 00:00 |
 | Mekansm | 1 | 4.00% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 4.00% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 4.00% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 00:00 | 00:00 |
 | Vanguard | 1 | 4.00% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:14 | 25:14 | 25:14 | 25:14 | 25:14 | 25:14 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 4.00% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 4.00% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 4.00% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:02 | 52:02 | 52:02 | 52:02 | 52:02 | 52:02 | 00:00 | 00:00 |