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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 | |
 | Null Talisman | 55 | 38.19% | 100.0 | 69.09% | +29.76% | -4.80% | +9.48% | 1.83% | 07:53 | -00:29 | 03:22 | 04:52 | 11:09 | 32:25 | 07:47 | 05:45 |
 | Ring of Health | 24 | 16.67% | 98.5 | 70.83% | +24.16% | +29.17% | -4.16% | -4.14% | 33:39 | 22:10 | 28:45 | 33:09 | 36:48 | 45:24 | 08:03 | 05:57 |
 | Blink Dagger | 103 | 71.53% | 97.0 | 56.31% | +19.72% | -2.46% | -2.46% | 0.00% | 25:56 | 15:53 | 22:20 | 24:44 | 29:05 | 42:21 | 06:45 | 05:00 |
 | Void Stone | 33 | 22.92% | 95.5 | 63.64% | +16.79% | +11.36% | -1.14% | -1.32% | 32:35 | 13:50 | 27:18 | 33:09 | 36:48 | 45:24 | 09:30 | 07:02 |
 | Wind Lace | 45 | 31.25% | 93.9 | 60.00% | +13.54% | -14.55% | -14.55% | 0.00% | 13:50 | 05:18 | 07:43 | 10:27 | 14:26 | 38:02 | 06:43 | 04:58 |
 | Daedalus | 10 | 6.94% | 92.4 | 80.00% | +31.49% | +20.00% | +20.00% | 0.00% | 36:43 | 29:28 | 32:33 | 36:16 | 39:16 | 47:22 | 06:43 | 04:58 |
 | Boots of Speed | 144 | 100.00% | 90.9 | 50.69% | +50.69% | -6.25% | +2.09% | 1.95% | 06:16 | -01:29 | 03:57 | 05:36 | 08:13 | 29:15 | 04:16 | 03:09 |
 | Tranquil Boots | 37 | 25.69% | 89.4 | 59.46% | +11.80% | +18.32% | -3.90% | -6.47% | 13:20 | 07:01 | 09:39 | 11:28 | 13:05 | 33:02 | 03:26 | 02:32 |
 | Magic Stick | 127 | 88.19% | 87.9 | 50.39% | -2.55% | -3.51% | -6.64% | -0.61% | 03:33 | -01:30 | 00:28 | 02:31 | 05:34 | 24:57 | 05:06 | 03:46 |
 | Magic Wand | 113 | 78.47% | 86.4 | 50.44% | -1.17% | -11.15% | -7.58% | 0.69% | 07:54 | -01:29 | 04:31 | 07:28 | 09:43 | 25:25 | 05:12 | 03:51 |
 | Crystalys | 20 | 13.89% | 84.8 | 65.00% | +16.61% | +15.00% | -5.00% | -1.69% | 33:08 | 21:13 | 27:31 | 29:44 | 39:23 | 48:30 | 11:52 | 08:47 |
 | Aghanim's Shard | 78 | 54.17% | 83.3 | 51.28% | +1.28% | +18.72% | -9.17% | -2.58% | 21:40 | 15:00 | 16:08 | 18:55 | 26:56 | 46:33 | 10:48 | 08:00 |
 | Black King Bar | 67 | 46.53% | 81.8 | 50.75% | +0.10% | -3.69% | -9.57% | -1.72% | 23:34 | 15:37 | 19:48 | 21:30 | 23:13 | 1:13:22 | 03:25 | 02:31 |
 | Arcane Boots | 19 | 13.19% | 80.3 | 63.16% | +14.36% | -3.16% | +16.84% | 2.46% | 15:20 | 07:45 | 11:24 | 13:02 | 19:32 | 30:54 | 08:08 | 06:01 |
 | Maelstrom | 67 | 46.53% | 78.8 | 49.25% | -2.70% | +3.69% | -8.07% | -4.47% | 14:27 | 09:47 | 12:07 | 13:06 | 14:45 | 36:16 | 02:38 | 01:57 |
 | Bottle | 53 | 36.81% | 77.3 | 50.94% | +0.39% | -4.79% | +18.29% | 23.08% | 01:48 | 00:32 | 01:14 | 01:32 | 01:44 | 16:06 | 00:30 | 00:22 |
 | Javelin | 73 | 50.69% | 75.8 | 47.95% | -5.57% | +7.61% | -14.62% | -6.41% | 10:41 | 02:46 | 06:56 | 08:03 | 10:24 | 1:13:14 | 03:28 | 02:34 |
 | Fluffy Hat | 37 | 25.69% | 74.2 | 51.35% | +0.88% | -6.91% | -18.02% | -0.77% | 20:59 | 05:26 | 11:30 | 20:10 | 26:01 | 50:29 | 14:31 | 10:45 |
 | Linken's Sphere | 15 | 10.42% | 72.7 | 60.00% | +10.39% | +15.00% | -10.00% | -6.36% | 34:20 | 27:33 | 31:17 | 33:15 | 35:13 | 48:12 | 03:56 | 02:54 |
 | Eul's Scepter of Divinity | 3 | 2.08% | 71.2 | 100.00% | +50.35% | 0.00% | 0.00% | 0.00% | 34:10 | 28:00 | 28:00 | 36:12 | 38:18 | 38:18 | 10:18 | 07:37 |
 | Ring of Protection | 20 | 13.89% | 69.7 | 50.00% | -0.81% | -10.00% | -10.00% | 0.00% | 15:48 | -01:29 | 06:12 | 10:21 | 23:16 | 40:57 | 17:04 | 12:38 |
 | Blight Stone | 20 | 13.89% | 68.2 | 50.00% | -0.81% | -10.00% | +10.00% | 12.00% | 05:45 | -01:29 | -01:29 | -01:29 | 03:09 | 43:53 | 04:38 | 03:25 |
 | Force Staff | 22 | 15.28% | 66.7 | 45.45% | -6.19% | +21.22% | -45.45% | -7.08% | 30:09 | 14:10 | 23:56 | 28:33 | 33:21 | 50:42 | 09:25 | 06:58 |
 | Wraith Pact | 6 | 4.17% | 65.2 | 66.67% | +16.67% | -16.67% | -66.67% | 0.00% | 33:07 | 26:53 | 29:18 | 29:34 | 36:55 | 41:02 | 07:37 | 05:38 |
 | Morbid Mask | 9 | 6.25% | 63.6 | 55.56% | +5.19% | -5.56% | -55.56% | -4.93% | 29:55 | 21:36 | 22:23 | 29:08 | 32:31 | 40:57 | 10:08 | 07:30 |
 | Vladmir's Offering | 9 | 6.25% | 62.1 | 55.56% | +5.19% | -5.56% | -55.56% | -5.71% | 30:23 | 21:52 | 23:47 | 29:46 | 32:32 | 40:59 | 08:45 | 06:28 |
 | Nullifier | 4 | 2.78% | 60.6 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 33:00 | 30:25 | 30:25 | 32:07 | 34:28 | 34:59 | 04:03 | 03:00 |
 | Lotus Orb | 4 | 2.78% | 59.1 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 38:35 | 33:48 | 33:48 | 37:56 | 40:22 | 42:13 | 06:34 | 04:51 |
 | Silver Edge | 4 | 2.78% | 57.6 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 36:01 | 31:23 | 31:23 | 34:34 | 34:43 | 43:22 | 03:20 | 02:28 |
 | Helm of Iron Will | 4 | 2.78% | 56.1 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 31:10 | 25:36 | 25:36 | 31:11 | 33:42 | 34:10 | 08:06 | 06:00 |
 | Shadow Blade | 4 | 2.78% | 54.5 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 34:21 | 26:15 | 26:15 | 33:54 | 34:16 | 43:00 | 08:01 | 05:56 |
 | Urn of Shadows | 10 | 6.94% | 53.0 | 50.00% | -0.75% | +16.67% | 0.00% | -6.62% | 09:18 | 03:42 | 08:38 | 09:08 | 11:09 | 13:17 | 02:31 | 01:51 |
 | Buckler | 10 | 6.94% | 51.5 | 50.00% | -0.75% | -16.67% | -50.00% | -2.75% | 25:29 | 02:51 | 20:25 | 26:25 | 32:31 | 40:57 | 12:06 | 08:57 |
 | Desolator | 2 | 1.39% | 50.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 23:37 | 18:06 | 18:06 | 29:08 | 29:08 | 29:08 | 11:02 | 08:10 |
 | Mjollnir | 2 | 1.39% | 48.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:09 | 43:09 | 43:43 | 43:43 | 43:43 | 00:34 | 00:25 |
 | Monkey King Bar | 14 | 9.72% | 47.0 | 42.86% | -8.68% | +7.14% | -9.53% | -4.65% | 31:12 | 27:27 | 29:35 | 30:20 | 33:10 | 36:42 | 03:35 | 02:39 |
 | Ring of Basilius | 14 | 9.72% | 45.5 | 42.86% | -8.68% | -17.86% | -9.53% | 0.39% | 19:27 | 02:33 | 10:04 | 17:14 | 31:17 | 40:57 | 21:13 | 15:42 |
 | Power Treads | 19 | 13.19% | 43.9 | 36.84% | -15.96% | -16.84% | +3.16% | 6.38% | 09:11 | 04:30 | 06:37 | 07:37 | 09:45 | 25:29 | 03:08 | 02:19 |
 | Aeon Disk | 8 | 5.56% | 42.4 | 50.00% | -0.74% | 0.00% | 0.00% | 0.00% | 40:16 | 28:53 | 34:01 | 34:27 | 43:17 | 58:55 | 09:16 | 06:51 |
 | Quelling Blade | 8 | 5.56% | 40.9 | 50.00% | -0.74% | 0.00% | 0.00% | 0.00% | 04:28 | -01:29 | -01:29 | -01:29 | 08:16 | 15:31 | 09:45 | 07:13 |
 | Spirit Vessel | 5 | 3.47% | 39.4 | 60.00% | +9.64% | -60.00% | -60.00% | 0.00% | 19:43 | 18:12 | 18:12 | 18:58 | 21:23 | 21:26 | 03:11 | 02:21 |
 | Chainmail | 5 | 3.47% | 37.9 | 60.00% | +9.64% | +40.00% | +40.00% | 0.00% | 24:10 | 07:14 | 07:14 | 21:42 | 31:57 | 43:52 | 24:43 | 18:18 |
 | Headdress | 9 | 6.25% | 36.4 | 44.44% | -6.67% | -44.44% | +55.56% | 100.00% | 05:21 | -01:29 | -01:29 | -01:28 | -00:44 | 37:50 | 00:45 | 00:33 |
 | Crown | 6 | 4.17% | 34.8 | 50.00% | -0.72% | 0.00% | +50.00% | 0.00% | 35:39 | 11:18 | 32:14 | 40:01 | 43:38 | 43:42 | 11:24 | 08:26 |
 | Rod of Atos | 3 | 2.08% | 33.3 | 66.67% | +16.32% | +33.33% | 0.00% | 0.00% | 43:27 | 43:00 | 43:00 | 43:38 | 43:42 | 43:42 | 00:42 | 00:31 |
 | Gleipnir | 3 | 2.08% | 31.8 | 66.67% | +16.32% | -66.67% | 0.00% | 0.00% | 43:53 | 43:42 | 43:42 | 43:50 | 44:08 | 44:08 | 00:26 | 00:19 |
 | Medallion of Courage | 4 | 2.78% | 30.3 | 50.00% | -0.71% | +50.00% | +50.00% | 0.00% | 24:58 | 07:40 | 07:40 | 16:13 | 32:07 | 43:53 | 24:27 | 18:06 |
 | Ghost Scepter | 4 | 2.78% | 28.8 | 50.00% | -0.71% | -50.00% | +50.00% | 0.00% | 32:42 | 26:49 | 26:49 | 29:11 | 34:26 | 40:20 | 07:37 | 05:38 |
 | Octarine Core | 1 | 0.69% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:02 | 43:02 | 43:02 | 43:02 | 43:02 | 43:02 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.69% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.69% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.69% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.69% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:34 | 54:34 | 54:34 | 54:34 | 54:34 | 54:34 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.69% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.69% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 00:00 | 00:00 |
 | Aether Lens | 5 | 3.47% | 16.7 | 40.00% | -11.08% | +60.00% | -40.00% | 0.00% | 44:53 | 30:04 | 30:04 | 43:01 | 54:00 | 58:34 | 23:56 | 17:43 |
 | Solar Crest | 3 | 2.08% | 15.2 | 33.33% | -17.73% | +66.67% | 0.00% | 0.00% | 29:30 | 14:53 | 14:53 | 33:33 | 40:05 | 40:05 | 25:12 | 18:40 |
 | Falcon Blade | 5 | 3.47% | 13.6 | 20.00% | -31.80% | -20.00% | -20.00% | 0.00% | 11:22 | 10:32 | 10:32 | 11:37 | 11:42 | 12:11 | 01:10 | 00:51 |
 | Heaven's Halberd | 1 | 0.69% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:46 | 48:46 | 48:46 | 48:46 | 48:46 | 48:46 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.69% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.69% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:31 | 44:31 | 44:31 | 44:31 | 44:31 | 44:31 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.69% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 1.39% | 6.1 | 0.00% | -51.41% | 0.00% | 0.00% | 0.00% | 28:11 | 20:50 | 20:50 | 35:32 | 35:32 | 35:32 | 14:42 | 10:53 |
 | Sange | 1 | 0.69% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:10 | 46:10 | 46:10 | 46:10 | 46:10 | 46:10 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.69% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.69% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 |