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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 | |
 | Void Stone | 66 | 51.16% | 100.0 | 57.58% | +14.72% | -4.64% | -13.83% | -0.93% | 18:46 | 07:01 | 13:31 | 16:52 | 23:26 | 47:43 | 09:55 | 07:20 |
 | Arcane Boots | 47 | 36.43% | 98.5 | 59.57% | +14.45% | -17.90% | +15.43% | 1.98% | 19:46 | 05:07 | 09:09 | 18:28 | 26:00 | 46:54 | 16:51 | 12:28 |
 | Wind Lace | 100 | 77.52% | 97.0 | 53.00% | +11.62% | -5.00% | +3.00% | 0.74% | 13:56 | 01:30 | 08:08 | 13:05 | 19:01 | 30:44 | 10:53 | 08:03 |
 | Eul's Scepter of Divinity | 53 | 41.09% | 95.5 | 56.60% | +10.55% | -2.75% | -2.75% | 0.00% | 20:04 | 14:29 | 17:00 | 19:10 | 23:39 | 29:48 | 06:39 | 04:55 |
 | Magic Wand | 104 | 80.62% | 94.0 | 51.92% | +7.92% | -9.61% | -5.77% | 0.68% | 08:41 | 01:00 | 05:16 | 08:15 | 10:54 | 23:02 | 05:38 | 04:10 |
 | Urn of Shadows | 70 | 54.26% | 92.5 | 54.29% | +8.53% | +1.27% | -1.35% | -0.60% | 07:34 | 02:57 | 05:20 | 07:37 | 09:44 | 13:12 | 04:24 | 03:15 |
 | Boots of Speed | 129 | 100.00% | 91.0 | 50.39% | +50.39% | +15.24% | +5.86% | -2.35% | 04:31 | -01:29 | 03:01 | 04:18 | 07:01 | 21:56 | 04:00 | 02:57 |
 | Magic Stick | 121 | 93.80% | 89.6 | 50.41% | +0.41% | +6.26% | +2.92% | -0.52% | 04:45 | -01:30 | 01:04 | 04:17 | 07:29 | 23:24 | 06:25 | 04:45 |
 | Spirit Vessel | 46 | 35.66% | 88.1 | 56.52% | +9.53% | +1.81% | -1.97% | -0.82% | 17:51 | 12:27 | 14:50 | 16:33 | 19:28 | 31:51 | 04:38 | 03:25 |
 | Hood of Defiance | 7 | 5.43% | 86.6 | 85.71% | +37.35% | +14.29% | +14.29% | 0.00% | 28:08 | 18:57 | 19:19 | 28:47 | 30:31 | 45:06 | 11:12 | 08:17 |
 | Ring of Protection | 81 | 62.79% | 85.1 | 51.85% | +3.93% | -6.85% | -16.85% | -1.54% | 07:12 | -01:29 | 02:50 | 06:32 | 09:20 | 25:50 | 06:30 | 04:48 |
 | Crown | 43 | 33.33% | 83.6 | 55.81% | +8.14% | -10.36% | -10.36% | 0.00% | 22:17 | 10:28 | 15:44 | 22:35 | 27:13 | 39:24 | 11:29 | 08:30 |
 | Chainmail | 72 | 55.81% | 82.1 | 51.39% | +2.27% | -1.39% | -6.95% | -0.49% | 18:40 | 02:40 | 12:05 | 19:07 | 23:31 | 37:43 | 11:26 | 08:28 |
 | Solar Crest | 39 | 30.23% | 80.6 | 53.85% | +4.96% | -3.85% | -13.85% | -1.57% | 23:27 | 13:06 | 18:59 | 22:55 | 25:22 | 37:44 | 06:23 | 04:43 |
 | Medallion of Courage | 42 | 32.56% | 79.1 | 52.38% | +2.95% | -6.93% | -2.38% | 0.38% | 18:23 | 03:47 | 12:05 | 19:42 | 23:57 | 37:44 | 11:52 | 08:47 |
 | Ring of Health | 20 | 15.50% | 77.6 | 60.00% | +11.38% | +20.00% | 0.00% | -2.32% | 29:15 | 18:37 | 23:35 | 27:57 | 32:13 | 45:05 | 08:38 | 06:23 |
 | Blight Stone | 49 | 37.98% | 76.1 | 48.98% | -2.27% | +9.35% | +9.35% | 0.00% | 12:07 | -01:29 | -01:29 | 12:10 | 21:11 | 37:44 | 22:40 | 16:47 |
 | Guardian Greaves | 21 | 16.28% | 74.6 | 57.14% | +8.07% | -17.14% | +2.86% | 2.07% | 30:34 | 19:41 | 25:17 | 28:57 | 34:58 | 41:30 | 09:41 | 07:10 |
 | Headdress | 41 | 31.78% | 73.1 | 48.78% | -2.36% | -8.78% | +1.22% | 0.86% | 20:25 | 03:14 | 13:44 | 19:50 | 25:22 | 44:53 | 11:38 | 08:37 |
 | Fluffy Hat | 41 | 31.78% | 71.6 | 48.78% | -2.36% | +11.22% | +1.22% | -0.83% | 21:29 | 01:25 | 15:09 | 19:08 | 27:09 | 42:07 | 12:00 | 08:53 |
 | Mekansm | 38 | 29.46% | 70.1 | 47.37% | -4.28% | -7.37% | +8.19% | 1.64% | 23:20 | 11:25 | 17:55 | 22:37 | 27:24 | 36:25 | 09:29 | 07:01 |
 | Tranquil Boots | 23 | 17.83% | 68.7 | 52.17% | +2.17% | +14.50% | +14.50% | 0.00% | 14:25 | 05:03 | 08:46 | 12:26 | 19:53 | 26:33 | 11:07 | 08:14 |
 | Aeon Disk | 3 | 2.33% | 67.2 | 100.00% | +50.79% | 0.00% | 0.00% | 0.00% | 39:04 | 32:09 | 32:09 | 38:02 | 47:02 | 47:02 | 14:53 | 11:01 |
 | Buckler | 27 | 20.93% | 65.7 | 48.15% | -2.83% | -5.29% | -5.29% | 0.00% | 26:47 | 15:48 | 22:37 | 25:31 | 27:53 | 45:34 | 05:16 | 03:54 |
 | Force Staff | 30 | 23.26% | 64.2 | 46.67% | -4.85% | -9.17% | -18.10% | -0.77% | 28:12 | 16:22 | 21:45 | 26:33 | 33:22 | 47:11 | 11:37 | 08:36 |
 | Pipe of Insight | 5 | 3.88% | 62.7 | 80.00% | +30.81% | +20.00% | +20.00% | 0.00% | 32:56 | 27:33 | 27:33 | 28:47 | 35:05 | 45:06 | 07:32 | 05:34 |
 | Blink Dagger | 10 | 7.75% | 61.2 | 60.00% | +10.42% | +6.67% | -10.00% | -3.85% | 30:42 | 22:53 | 26:46 | 28:18 | 31:06 | 57:20 | 04:20 | 03:12 |
 | Lotus Orb | 14 | 10.85% | 59.7 | 50.00% | -0.43% | +25.00% | -16.67% | -4.84% | 32:57 | 24:55 | 28:11 | 32:22 | 36:48 | 44:26 | 08:37 | 06:22 |
 | Falcon Blade | 2 | 1.55% | 58.2 | 100.00% | +50.39% | 0.00% | 0.00% | 0.00% | 10:58 | 10:29 | 10:29 | 11:27 | 11:27 | 11:27 | 00:58 | 00:42 |
 | Helm of Iron Will | 2 | 1.55% | 56.7 | 100.00% | +50.39% | 0.00% | 0.00% | 0.00% | 37:34 | 37:16 | 37:16 | 37:52 | 37:52 | 37:52 | 00:36 | 00:26 |
 | Wraith Band | 17 | 13.18% | 55.2 | 41.18% | -10.61% | +33.82% | +8.82% | -3.99% | 05:50 | -01:29 | -01:29 | 03:43 | 07:45 | 28:47 | 09:14 | 06:50 |
 | Black King Bar | 5 | 3.88% | 53.7 | 60.00% | +10.00% | +40.00% | -60.00% | -6.20% | 29:49 | 20:31 | 20:31 | 28:15 | 36:39 | 38:58 | 16:08 | 11:57 |
 | Power Treads | 9 | 6.98% | 52.2 | 44.44% | -6.39% | +55.56% | +5.56% | -3.41% | 13:40 | 05:47 | 06:32 | 09:58 | 21:12 | 27:00 | 14:40 | 10:51 |
 | Aghanim's Scepter | 10 | 7.75% | 50.7 | 40.00% | -11.26% | -6.67% | +10.00% | 1.80% | 38:08 | 23:52 | 31:13 | 38:18 | 40:29 | 1:01:20 | 09:16 | 06:51 |
 | Ghost Scepter | 10 | 7.75% | 49.3 | 40.00% | -11.26% | -6.67% | +10.00% | 1.95% | 28:27 | 21:50 | 22:32 | 23:13 | 31:06 | 43:05 | 08:34 | 06:20 |
 | Glimmer Cape | 3 | 2.33% | 47.8 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 31:04 | 18:35 | 18:35 | 27:38 | 46:59 | 46:59 | 28:24 | 21:02 |
 | Ethereal Blade | 4 | 3.10% | 46.3 | 50.00% | -0.40% | -50.00% | -50.00% | 0.00% | 38:43 | 27:50 | 27:50 | 28:38 | 45:06 | 53:18 | 17:16 | 12:47 |
 | Bottle | 4 | 3.10% | 44.8 | 50.00% | -0.40% | +50.00% | -50.00% | 0.00% | 01:37 | 00:48 | 00:48 | 01:46 | 01:55 | 01:57 | 01:07 | 00:49 |
 | Nullifier | 1 | 0.78% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.78% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.78% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 0.78% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.78% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 00:00 | 00:00 |
 | Bracer | 1 | 0.78% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.78% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 00:00 | 00:00 |
 | Sange | 1 | 0.78% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.78% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 00:00 | 00:00 |
 | Satanic | 1 | 0.78% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:43 | 57:43 | 57:43 | 57:43 | 57:43 | 57:43 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.78% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:43 | 35:43 | 35:43 | 35:43 | 35:43 | 35:43 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.78% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:47 | 1:04:47 | 1:04:47 | 1:04:47 | 1:04:47 | 1:04:47 | 00:00 | 00:00 |
 | Diffusal Blade | 2 | 1.55% | 25.4 | 50.00% | -0.39% | +50.00% | 0.00% | 0.00% | 23:51 | 22:30 | 22:30 | 25:11 | 25:11 | 25:11 | 02:41 | 01:59 |
 | Morbid Mask | 2 | 1.55% | 23.9 | 50.00% | -0.39% | -50.00% | 0.00% | 0.00% | 51:27 | 45:35 | 45:35 | 57:18 | 57:18 | 57:18 | 11:43 | 08:40 |
 | Ring of Basilius | 2 | 1.55% | 22.4 | 50.00% | -0.39% | +50.00% | 0.00% | 0.00% | 39:18 | 33:00 | 33:00 | 45:35 | 45:35 | 45:35 | 12:35 | 09:19 |
 | Scythe of Vyse | 2 | 1.55% | 20.9 | 50.00% | -0.39% | +50.00% | 0.00% | 0.00% | 49:23 | 47:43 | 47:43 | 51:02 | 51:02 | 51:02 | 03:19 | 02:27 |
 | Manta Style | 2 | 1.55% | 19.4 | 50.00% | -0.39% | +50.00% | 0.00% | 0.00% | 17:15 | 16:10 | 16:10 | 18:20 | 18:20 | 18:20 | 02:10 | 01:36 |
 | Crystalys | 2 | 1.55% | 17.9 | 50.00% | -0.39% | -50.00% | 0.00% | 0.00% | 28:46 | 27:38 | 27:38 | 29:53 | 29:53 | 29:53 | 02:15 | 01:40 |
 | Drum of Endurance | 2 | 1.55% | 16.4 | 50.00% | -0.39% | -50.00% | 0.00% | 0.00% | 21:48 | 13:33 | 13:33 | 30:03 | 30:03 | 30:03 | 16:30 | 12:13 |
 | Maelstrom | 3 | 2.33% | 14.9 | 33.33% | -17.46% | +66.67% | 0.00% | 0.00% | 21:56 | 13:04 | 13:04 | 15:54 | 36:50 | 36:50 | 23:46 | 17:36 |
 | Javelin | 3 | 2.33% | 13.4 | 33.33% | -17.46% | +66.67% | 0.00% | 0.00% | 18:19 | 08:59 | 08:59 | 11:53 | 34:05 | 34:05 | 25:06 | 18:35 |
 | Aghanim's Shard | 3 | 2.33% | 11.9 | 33.33% | -17.46% | -33.33% | 0.00% | 0.00% | 32:22 | 29:16 | 29:16 | 33:10 | 34:41 | 34:41 | 05:25 | 04:00 |
 | Yasha | 4 | 3.10% | 10.4 | 25.00% | -26.20% | -25.00% | -25.00% | 0.00% | 18:16 | 12:13 | 12:13 | 13:07 | 18:15 | 29:30 | 06:02 | 04:28 |
 | Octarine Core | 1 | 0.78% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:48 | 50:48 | 50:48 | 50:48 | 50:48 | 50:48 | 00:00 | 00:00 |
 | Dragon Lance | 2 | 1.55% | 7.5 | 0.00% | -51.18% | 0.00% | 0.00% | 0.00% | 23:40 | 11:38 | 11:38 | 35:41 | 35:41 | 35:41 | 24:03 | 17:48 |
 | Rod of Atos | 1 | 0.78% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.78% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.78% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.78% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:48 | 50:48 | 50:48 | 50:48 | 50:48 | 50:48 | 00:00 | 00:00 |