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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 | |
 | Chainmail | 64 | 42.95% | 100.0 | 64.06% | +19.35% | -1.56% | +10.94% | 1.33% | 11:47 | 01:31 | 05:40 | 11:22 | 15:06 | 28:06 | 09:26 | 06:59 |
 | Medallion of Courage | 12 | 8.05% | 98.6 | 83.33% | +32.97% | +16.67% | +16.67% | 0.00% | 20:12 | 14:18 | 16:04 | 18:58 | 24:11 | 27:34 | 08:07 | 06:00 |
 | Blight Stone | 12 | 8.05% | 97.3 | 83.33% | +32.97% | -16.66% | +16.67% | 3.58% | 19:33 | 12:45 | 14:18 | 18:58 | 23:37 | 27:34 | 09:19 | 06:54 |
 | Fluffy Hat | 112 | 75.17% | 95.9 | 59.82% | +27.39% | -2.68% | -6.25% | -0.46% | 15:06 | -01:29 | 10:43 | 15:07 | 18:32 | 36:20 | 07:49 | 05:47 |
 | Force Staff | 96 | 64.43% | 94.5 | 59.38% | +17.87% | -21.88% | -5.21% | 2.27% | 22:00 | 11:49 | 17:51 | 21:03 | 25:11 | 45:54 | 07:20 | 05:25 |
 | Aghanim's Shard | 19 | 12.75% | 93.2 | 73.68% | +23.68% | +26.32% | -13.68% | -3.37% | 32:08 | 16:10 | 24:22 | 30:36 | 36:14 | 50:59 | 11:52 | 08:47 |
 | Magic Wand | 99 | 66.44% | 91.8 | 57.58% | +13.58% | +14.42% | -17.58% | -4.76% | 07:38 | -01:29 | 03:39 | 07:25 | 10:22 | 20:52 | 06:43 | 04:58 |
 | Magic Stick | 109 | 73.15% | 90.4 | 56.88% | +14.38% | -5.03% | -8.73% | -0.63% | 03:51 | -01:30 | -01:29 | 02:17 | 07:19 | 20:52 | 08:48 | 06:31 |
 | Buckler | 39 | 26.17% | 89.0 | 64.10% | +15.01% | +5.90% | -14.10% | -2.59% | 16:24 | 07:13 | 10:41 | 13:59 | 18:25 | 40:28 | 07:44 | 05:43 |
 | Pavise | 16 | 10.74% | 87.7 | 75.00% | +24.62% | 0.00% | 0.00% | 0.00% | 11:32 | 06:09 | 08:51 | 11:17 | 13:22 | 20:36 | 04:31 | 03:20 |
 | Aghanim's Scepter | 41 | 27.52% | 86.3 | 63.41% | +14.34% | +26.59% | -23.41% | -3.71% | 33:40 | 19:57 | 25:38 | 33:05 | 39:06 | 55:50 | 13:28 | 09:58 |
 | Arcane Boots | 40 | 26.85% | 84.9 | 62.50% | +12.96% | +17.50% | -12.50% | -3.96% | 14:26 | 06:31 | 09:25 | 12:17 | 17:00 | 33:08 | 07:35 | 05:37 |
 | Mekansm | 52 | 34.90% | 83.6 | 59.62% | +10.14% | +9.61% | +9.61% | 0.00% | 12:22 | 04:17 | 07:51 | 11:42 | 16:21 | 28:36 | 08:30 | 06:17 |
 | Headdress | 52 | 34.90% | 82.2 | 59.62% | +10.14% | +1.92% | +1.92% | 0.00% | 06:52 | -01:29 | 01:08 | 05:27 | 11:56 | 25:31 | 10:48 | 08:00 |
 | Ring of Protection | 125 | 83.89% | 80.8 | 53.60% | +3.60% | -8.44% | +7.69% | 3.64% | 08:43 | -01:29 | 06:15 | 08:47 | 10:41 | 39:36 | 04:26 | 03:17 |
 | Glimmer Cape | 37 | 24.83% | 79.5 | 62.16% | +12.16% | -6.60% | -17.72% | -0.89% | 24:26 | 12:26 | 17:18 | 23:00 | 29:45 | 43:46 | 12:27 | 09:13 |
 | Boots of Speed | 148 | 99.33% | 78.1 | 52.70% | -47.30% | -14.86% | +14.87% | 7.86% | 04:27 | -01:30 | 02:20 | 04:25 | 06:07 | 11:25 | 03:47 | 02:48 |
 | Void Stone | 73 | 48.99% | 76.7 | 56.16% | +6.16% | +4.95% | +10.51% | 0.38% | 26:06 | 04:36 | 18:27 | 27:23 | 32:59 | 53:15 | 14:32 | 10:45 |
 | Wind Lace | 115 | 77.18% | 75.3 | 53.04% | +0.10% | -11.66% | +2.13% | 1.22% | 09:44 | -01:29 | 02:52 | 07:57 | 14:09 | 42:52 | 11:17 | 08:21 |
 | Guardian Greaves | 34 | 22.82% | 74.0 | 61.76% | +11.33% | +4.91% | -11.76% | -2.87% | 17:22 | 11:20 | 13:56 | 15:19 | 19:45 | 29:33 | 05:49 | 04:18 |
 | Crown | 16 | 10.74% | 72.6 | 68.75% | +17.62% | +6.25% | -18.75% | -1.88% | 25:45 | 05:35 | 15:54 | 21:36 | 29:10 | 1:03:22 | 13:16 | 09:49 |
 | Solar Crest | 9 | 6.04% | 71.2 | 77.78% | +26.35% | +22.22% | +22.22% | 0.00% | 22:50 | 17:15 | 18:57 | 22:18 | 24:45 | 30:48 | 05:48 | 04:17 |
 | Heaven's Halberd | 9 | 6.04% | 69.9 | 77.78% | +26.35% | +22.22% | +22.22% | 0.00% | 34:29 | 27:46 | 28:22 | 35:30 | 36:28 | 44:56 | 08:06 | 06:00 |
 | Tranquil Boots | 49 | 32.89% | 68.5 | 53.06% | +0.06% | -19.73% | -11.39% | 0.61% | 15:33 | 03:13 | 07:25 | 13:25 | 21:00 | 39:55 | 13:35 | 10:03 |
 | Octarine Core | 29 | 19.46% | 67.1 | 55.17% | +2.67% | -26.60% | +1.97% | 3.10% | 35:23 | 18:43 | 30:25 | 34:29 | 39:38 | 59:24 | 09:13 | 06:49 |
 | Spirit Vessel | 65 | 43.62% | 65.8 | 47.69% | -9.45% | -10.19% | -10.19% | 0.00% | 15:45 | 08:45 | 13:33 | 15:49 | 16:43 | 33:35 | 03:10 | 02:20 |
 | Urn of Shadows | 76 | 51.01% | 64.4 | 46.05% | -14.22% | -14.47% | -3.94% | 3.21% | 08:48 | 01:39 | 07:03 | 09:07 | 10:20 | 19:02 | 03:17 | 02:25 |
 | Sange | 10 | 6.71% | 63.0 | 70.00% | +18.20% | -3.33% | +30.00% | 2.92% | 31:35 | 23:36 | 25:02 | 29:41 | 36:28 | 43:42 | 11:26 | 08:28 |
 | Aether Lens | 28 | 18.79% | 61.6 | 53.57% | +0.68% | -39.28% | +17.86% | 5.61% | 29:00 | 17:36 | 23:00 | 27:50 | 33:11 | 48:22 | 10:11 | 07:32 |
 | Quelling Blade | 15 | 10.07% | 60.3 | 60.00% | +7.76% | -10.00% | +15.00% | 6.85% | 03:51 | -01:29 | -01:29 | -01:29 | 05:08 | 23:27 | 06:37 | 04:54 |
 | Scythe of Vyse | 27 | 18.12% | 58.9 | 51.85% | -1.43% | -8.99% | +5.29% | 1.58% | 38:06 | 25:37 | 31:58 | 36:03 | 41:01 | 1:02:49 | 09:03 | 06:42 |
 | Ring of Health | 28 | 18.79% | 57.5 | 50.00% | -3.72% | -7.14% | -7.14% | 0.00% | 27:22 | 12:06 | 18:37 | 24:22 | 31:51 | 59:02 | 13:14 | 09:48 |
 | Pipe of Insight | 8 | 5.37% | 56.2 | 62.50% | +10.02% | +37.50% | -12.50% | -22.22% | 23:17 | 19:53 | 22:13 | 23:13 | 24:28 | 25:37 | 02:15 | 01:40 |
 | Boots of Travel | 30 | 20.13% | 54.8 | 40.00% | -16.30% | +10.00% | -25.71% | -4.04% | 37:05 | 13:04 | 32:48 | 37:20 | 41:39 | 57:11 | 08:51 | 06:33 |
 | Hood of Defiance | 6 | 4.03% | 53.4 | 66.67% | +14.22% | +33.33% | +33.33% | 0.00% | 18:12 | 14:31 | 18:10 | 18:16 | 18:57 | 20:57 | 00:47 | 00:34 |
 | Ring of Basilius | 4 | 2.68% | 52.1 | 75.00% | +22.59% | +25.00% | -75.00% | 0.00% | 34:40 | 26:30 | 26:30 | 32:03 | 39:37 | 40:28 | 13:07 | 09:42 |
 | Vladmir's Offering | 4 | 2.68% | 50.7 | 75.00% | +22.59% | +25.00% | -75.00% | 0.00% | 34:40 | 26:30 | 26:30 | 32:03 | 39:38 | 40:28 | 13:08 | 09:43 |
 | Morbid Mask | 4 | 2.68% | 49.3 | 75.00% | +22.59% | +25.00% | -75.00% | 0.00% | 34:40 | 26:30 | 26:30 | 32:03 | 39:38 | 40:28 | 13:08 | 09:43 |
 | Cornucopia | 7 | 4.70% | 47.9 | 57.14% | +4.32% | -7.14% | -7.14% | 0.00% | 20:42 | 13:02 | 16:41 | 17:53 | 18:51 | 34:56 | 02:10 | 01:36 |
 | Null Talisman | 2 | 1.34% | 46.6 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 00:11 | -01:29 | -01:29 | 01:51 | 01:51 | 01:51 | 03:20 | 02:28 |
 | Boots of Bearing | 2 | 1.34% | 45.2 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 29:18 | 25:38 | 25:38 | 32:57 | 32:57 | 32:57 | 07:19 | 05:25 |
 | Aeon Disk | 6 | 4.03% | 43.8 | 50.00% | -3.15% | +50.00% | +50.00% | 0.00% | 45:58 | 34:17 | 44:54 | 47:07 | 49:42 | 51:00 | 04:48 | 03:33 |
 | Blink Dagger | 6 | 4.03% | 42.5 | 50.00% | -3.15% | 0.00% | -50.00% | 0.00% | 26:30 | 19:26 | 19:38 | 21:10 | 28:42 | 42:59 | 09:04 | 06:42 |
 | Linken's Sphere | 6 | 4.03% | 41.1 | 50.00% | -3.15% | 0.00% | +50.00% | 0.00% | 31:54 | 19:42 | 27:36 | 32:13 | 36:18 | 42:38 | 08:42 | 06:26 |
 | Ghost Scepter | 6 | 4.03% | 39.7 | 50.00% | -3.15% | 0.00% | +50.00% | 0.00% | 31:04 | 20:20 | 28:14 | 33:39 | 34:10 | 35:51 | 05:56 | 04:23 |
 | Boots of Travel 2 | 3 | 2.01% | 38.4 | 66.67% | +13.93% | +33.33% | 0.00% | 0.00% | 53:05 | 36:45 | 36:45 | 59:54 | 1:02:35 | 1:02:35 | 25:50 | 19:08 |
 | Orchid Malevolence | 7 | 4.70% | 37.0 | 42.86% | -10.66% | +7.14% | +7.14% | 0.00% | 18:53 | 16:21 | 16:48 | 18:02 | 18:34 | 26:09 | 01:46 | 01:18 |
 | Drum of Endurance | 7 | 4.70% | 35.6 | 42.86% | -10.66% | +7.14% | -42.86% | 0.00% | 25:59 | 17:18 | 18:57 | 25:08 | 27:36 | 39:49 | 08:39 | 06:24 |
 | Lotus Orb | 8 | 5.37% | 34.2 | 37.50% | -16.40% | +12.50% | +12.50% | 0.00% | 31:36 | 21:42 | 24:33 | 29:58 | 35:08 | 43:30 | 10:35 | 07:50 |
 | Ethereal Blade | 4 | 2.68% | 32.9 | 50.00% | -3.10% | -50.00% | +50.00% | 0.00% | 38:37 | 23:34 | 23:34 | 35:00 | 36:00 | 59:54 | 12:26 | 09:12 |
 | Wraith Pact | 1 | 0.67% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.67% | 30.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:52 | 1:05:52 | 1:05:52 | 1:05:52 | 1:05:52 | 1:05:52 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.67% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 00:00 | 00:00 |
 | Diadem | 5 | 3.36% | 27.4 | 40.00% | -13.47% | -40.00% | +60.00% | 0.00% | 20:20 | 09:21 | 09:21 | 19:28 | 23:31 | 30:10 | 14:10 | 10:29 |
 | Eul's Scepter of Divinity | 5 | 3.36% | 26.0 | 40.00% | -13.47% | -40.00% | -40.00% | 0.00% | 39:46 | 23:51 | 23:51 | 43:24 | 45:50 | 57:05 | 21:59 | 16:17 |
 | Black King Bar | 14 | 9.40% | 24.7 | 21.43% | -34.87% | +3.57% | -21.43% | -3.36% | 32:26 | 20:11 | 27:27 | 28:35 | 34:53 | 1:06:08 | 07:26 | 05:30 |
 | Aghanim's Blessing | 3 | 2.01% | 23.3 | 33.33% | -20.09% | -33.33% | 0.00% | 0.00% | 55:24 | 51:53 | 51:53 | 56:43 | 57:35 | 57:35 | 05:42 | 04:13 |
 | Dagon (level 2) | 4 | 2.68% | 21.9 | 25.00% | -28.79% | -25.00% | -25.00% | 0.00% | 44:26 | 15:16 | 15:16 | 46:47 | 52:19 | 1:03:23 | 37:03 | 27:26 |
 | Dagon (level 3) | 4 | 2.68% | 20.5 | 25.00% | -28.79% | -25.00% | -25.00% | 0.00% | 45:48 | 17:01 | 17:01 | 49:22 | 53:24 | 1:03:23 | 36:23 | 26:57 |
 | Dagon (level 5) | 4 | 2.68% | 19.2 | 25.00% | -28.79% | -25.00% | -25.00% | 0.00% | 48:06 | 21:40 | 21:40 | 51:02 | 56:18 | 1:03:23 | 34:38 | 25:39 |
 | Dagon (level 4) | 4 | 2.68% | 17.8 | 25.00% | -28.79% | -25.00% | -25.00% | 0.00% | 46:11 | 18:34 | 18:34 | 49:22 | 53:24 | 1:03:23 | 34:50 | 25:48 |
 | Dagon | 4 | 2.68% | 16.4 | 25.00% | -28.79% | -25.00% | -25.00% | 0.00% | 42:53 | 12:38 | 12:38 | 46:17 | 49:13 | 1:03:22 | 36:35 | 27:05 |
 | Holy Locket | 5 | 3.36% | 15.1 | 20.00% | -34.17% | -20.00% | +80.00% | 0.00% | 24:17 | 21:55 | 21:55 | 22:38 | 23:50 | 30:35 | 01:55 | 01:25 |
 | Kaya | 6 | 4.03% | 13.7 | 16.67% | -37.88% | -16.67% | -16.67% | 0.00% | 28:31 | 17:14 | 22:06 | 24:08 | 34:37 | 40:11 | 12:31 | 09:16 |
 | Yasha | 1 | 0.67% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:25 | 54:25 | 54:25 | 54:25 | 54:25 | 54:25 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.67% | 11.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 00:00 | 00:00 |
 | Bracer | 1 | 0.67% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 00:00 | 00:00 |
 | Bottle | 1 | 0.67% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.67% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.67% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.67% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.67% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.67% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:43 | 54:43 | 54:43 | 54:43 | 54:43 | 54:43 | 00:00 | 00:00 |