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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 | 57 | 44.53% | 100.0 | 64.91% | +18.43% | +6.52% | +6.52% | 0.00% | 12:08 | 01:31 | 06:22 | 12:56 | 15:32 | 28:06 | 09:10 | 06:47 |
 | Fluffy Hat | 100 | 78.13% | 98.6 | 61.00% | +28.86% | +3.00% | -13.00% | -2.00% | 14:54 | -01:29 | 10:33 | 15:05 | 18:32 | 36:20 | 07:59 | 05:54 |
 | Blight Stone | 12 | 9.38% | 97.1 | 83.33% | +31.61% | -16.66% | +16.67% | 3.58% | 19:33 | 12:45 | 14:18 | 18:58 | 23:37 | 27:34 | 09:19 | 06:54 |
 | Medallion of Courage | 12 | 9.38% | 95.7 | 83.33% | +31.61% | +16.67% | +16.67% | 0.00% | 20:12 | 14:18 | 16:04 | 18:58 | 24:11 | 27:34 | 08:07 | 06:00 |
 | Force Staff | 84 | 65.63% | 94.2 | 60.71% | +17.53% | -13.09% | -13.09% | 0.00% | 22:26 | 11:50 | 18:32 | 21:27 | 25:41 | 45:54 | 07:09 | 05:17 |
 | Buckler | 33 | 25.78% | 92.8 | 66.67% | +16.14% | +8.33% | -4.17% | -1.39% | 17:17 | 08:32 | 10:49 | 14:48 | 19:47 | 40:28 | 08:58 | 06:38 |
 | Magic Stick | 96 | 75.00% | 91.3 | 58.33% | +14.58% | 0.00% | -12.50% | -2.16% | 03:41 | -01:30 | -01:28 | 02:09 | 07:15 | 20:52 | 08:43 | 06:27 |
 | Pavise | 16 | 12.50% | 89.9 | 75.00% | +23.21% | 0.00% | 0.00% | 0.00% | 11:32 | 06:09 | 08:51 | 11:17 | 13:22 | 20:36 | 04:31 | 03:20 |
 | Magic Wand | 88 | 68.75% | 88.4 | 57.95% | +10.45% | +14.78% | -21.59% | -5.41% | 07:36 | -01:29 | 03:39 | 07:24 | 10:22 | 20:52 | 06:43 | 04:58 |
 | Wind Lace | 98 | 76.56% | 87.0 | 57.14% | +10.47% | -9.14% | +1.19% | 0.86% | 10:34 | -01:29 | 03:51 | 08:09 | 15:48 | 42:52 | 11:57 | 08:51 |
 | Void Stone | 60 | 46.88% | 85.5 | 60.00% | +10.00% | +6.67% | 0.00% | -0.36% | 25:33 | 04:36 | 14:18 | 27:06 | 32:52 | 53:15 | 18:34 | 13:45 |
 | Arcane Boots | 34 | 26.56% | 84.1 | 64.71% | +13.65% | +24.18% | -14.71% | -4.17% | 15:05 | 06:31 | 09:27 | 12:58 | 18:47 | 33:08 | 09:20 | 06:54 |
 | Glimmer Cape | 36 | 28.13% | 82.6 | 63.89% | +12.80% | -8.33% | -19.45% | -1.06% | 24:41 | 12:26 | 19:17 | 23:00 | 29:45 | 43:46 | 10:28 | 07:45 |
 | Boots of Speed | 127 | 99.22% | 81.2 | 54.33% | -45.67% | -10.58% | +14.42% | 8.43% | 04:50 | -01:30 | 03:18 | 04:49 | 06:16 | 11:25 | 02:58 | 02:11 |
 | Ring of Protection | 106 | 82.81% | 79.7 | 54.72% | +0.17% | -6.57% | +10.66% | 3.72% | 08:40 | -01:29 | 06:11 | 09:09 | 10:49 | 39:36 | 04:38 | 03:25 |
 | Crown | 15 | 11.72% | 78.3 | 73.33% | +21.12% | +1.67% | +1.67% | 0.00% | 24:23 | 05:35 | 15:54 | 21:36 | 24:58 | 1:03:22 | 09:04 | 06:42 |
 | Mekansm | 45 | 35.16% | 76.8 | 60.00% | +8.19% | +12.73% | +3.64% | -1.08% | 12:32 | 04:17 | 07:57 | 13:19 | 16:21 | 28:36 | 08:24 | 06:13 |
 | Headdress | 45 | 35.16% | 75.4 | 60.00% | +8.19% | +3.64% | +3.64% | 0.00% | 06:40 | -01:29 | 00:44 | 05:19 | 12:29 | 25:31 | 11:45 | 08:42 |
 | Guardian Greaves | 28 | 21.88% | 73.9 | 64.29% | +12.29% | +7.14% | -21.43% | -4.91% | 17:49 | 12:37 | 13:56 | 15:19 | 19:45 | 29:33 | 05:49 | 04:18 |
 | Aghanim's Shard | 17 | 13.28% | 72.5 | 70.59% | +18.34% | +29.41% | -20.59% | -4.21% | 31:58 | 19:40 | 24:22 | 30:36 | 36:14 | 49:52 | 11:52 | 08:47 |
 | Aghanim's Scepter | 34 | 26.56% | 71.0 | 61.76% | +9.63% | +27.13% | -36.76% | -4.62% | 34:06 | 19:57 | 26:00 | 33:05 | 39:50 | 55:50 | 13:50 | 10:14 |
 | Tranquil Boots | 47 | 36.72% | 69.6 | 55.32% | +1.00% | -5.32% | -13.65% | -0.64% | 16:02 | 03:48 | 08:00 | 16:00 | 21:00 | 39:55 | 13:00 | 09:37 |
 | Solar Crest | 9 | 7.03% | 68.1 | 77.78% | +24.84% | +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 | 7.03% | 66.7 | 77.78% | +24.84% | +22.22% | +22.22% | 0.00% | 34:29 | 27:46 | 28:22 | 35:30 | 36:28 | 44:56 | 08:06 | 06:00 |
 | Scythe of Vyse | 21 | 16.41% | 65.2 | 61.90% | +8.63% | -21.90% | -1.90% | 2.02% | 37:58 | 25:37 | 31:08 | 35:12 | 41:01 | 1:02:49 | 09:53 | 07:19 |
 | Aether Lens | 21 | 16.41% | 63.8 | 61.90% | +8.63% | -41.90% | +18.10% | 6.24% | 29:39 | 17:36 | 23:34 | 29:20 | 33:11 | 48:22 | 09:37 | 07:07 |
 | Octarine Core | 19 | 14.84% | 62.3 | 63.16% | +9.95% | -23.16% | -3.16% | 2.49% | 35:56 | 23:53 | 31:37 | 35:23 | 39:38 | 48:35 | 08:01 | 05:56 |
 | Quelling Blade | 12 | 9.38% | 60.9 | 66.67% | +13.22% | -33.34% | 0.00% | 4.56% | 05:11 | -01:29 | -01:29 | -01:29 | 08:48 | 23:27 | 10:17 | 07:37 |
 | Sange | 10 | 7.81% | 59.4 | 70.00% | +16.61% | -3.33% | +30.00% | 2.92% | 31:35 | 23:36 | 25:02 | 29:41 | 36:28 | 43:42 | 11:26 | 08:28 |
 | Spirit Vessel | 52 | 40.63% | 58.0 | 48.08% | -11.13% | -1.93% | -17.31% | -7.44% | 16:08 | 08:45 | 14:39 | 15:56 | 16:43 | 33:35 | 02:04 | 01:31 |
 | Urn of Shadows | 63 | 49.22% | 56.5 | 46.03% | -17.05% | -8.53% | -2.28% | 1.86% | 08:44 | 01:39 | 06:58 | 09:21 | 10:20 | 19:02 | 03:22 | 02:29 |
 | Ring of Health | 20 | 15.63% | 55.1 | 50.00% | -5.56% | -10.00% | -30.00% | -1.40% | 26:42 | 12:06 | 18:09 | 24:22 | 32:26 | 43:29 | 14:17 | 10:34 |
 | Pipe of Insight | 6 | 4.69% | 53.6 | 66.67% | +12.57% | +33.33% | -66.67% | 0.00% | 23:03 | 19:53 | 22:13 | 22:51 | 24:33 | 25:37 | 02:20 | 01:43 |
 | Vladmir's Offering | 4 | 3.13% | 52.2 | 75.00% | +20.97% | +25.00% | -75.00% | 0.00% | 34:40 | 26:30 | 26:30 | 32:03 | 39:38 | 40:28 | 13:08 | 09:43 |
 | Ring of Basilius | 4 | 3.13% | 50.7 | 75.00% | +20.97% | +25.00% | -75.00% | 0.00% | 34:40 | 26:30 | 26:30 | 32:03 | 39:37 | 40:28 | 13:07 | 09:42 |
 | Morbid Mask | 4 | 3.13% | 49.3 | 75.00% | +20.97% | +25.00% | -75.00% | 0.00% | 34:40 | 26:30 | 26:30 | 32:03 | 39:38 | 40:28 | 13:08 | 09:43 |
 | Hood of Defiance | 4 | 3.13% | 47.8 | 75.00% | +20.97% | +25.00% | +25.00% | 0.00% | 17:20 | 14:31 | 14:31 | 18:10 | 18:16 | 18:23 | 03:45 | 02:46 |
 | Boots of Bearing | 2 | 1.56% | 46.4 | 100.00% | +46.03% | 0.00% | 0.00% | 0.00% | 29:18 | 25:38 | 25:38 | 32:57 | 32:57 | 32:57 | 07:19 | 05:25 |
 | Ghost Scepter | 5 | 3.91% | 44.9 | 60.00% | +5.53% | +40.00% | +40.00% | 0.00% | 33:12 | 28:14 | 28:14 | 34:08 | 34:10 | 35:51 | 05:56 | 04:23 |
 | Boots of Travel | 16 | 12.50% | 43.5 | 37.50% | -19.64% | -12.50% | -12.50% | 0.00% | 36:17 | 13:04 | 32:28 | 35:31 | 40:21 | 53:20 | 07:53 | 05:50 |
 | Aeon Disk | 6 | 4.69% | 42.0 | 50.00% | -4.92% | +50.00% | +50.00% | 0.00% | 45:58 | 34:17 | 44:54 | 47:07 | 49:42 | 51:00 | 04:48 | 03:33 |
 | Cornucopia | 6 | 4.69% | 40.6 | 50.00% | -4.92% | 0.00% | -50.00% | 0.00% | 18:20 | 13:02 | 16:41 | 17:22 | 18:51 | 26:09 | 02:10 | 01:36 |
 | Blink Dagger | 6 | 4.69% | 39.1 | 50.00% | -4.92% | 0.00% | -50.00% | 0.00% | 26:30 | 19:26 | 19:38 | 21:10 | 28:42 | 42:59 | 09:04 | 06:42 |
 | Orchid Malevolence | 6 | 4.69% | 37.7 | 50.00% | -4.92% | 0.00% | -50.00% | 0.00% | 18:56 | 16:21 | 16:48 | 17:23 | 18:52 | 26:09 | 02:04 | 01:31 |
 | Boots of Travel 2 | 3 | 2.34% | 36.2 | 66.67% | +12.27% | +33.33% | 0.00% | 0.00% | 53:05 | 36:45 | 36:45 | 59:54 | 1:02:35 | 1:02:35 | 25:50 | 19:08 |
 | Ethereal Blade | 3 | 2.34% | 34.8 | 66.67% | +12.27% | -66.67% | 0.00% | 0.00% | 43:38 | 35:00 | 35:00 | 36:00 | 59:54 | 59:54 | 24:54 | 18:26 |
 | Drum of Endurance | 7 | 5.47% | 33.3 | 42.86% | -12.51% | +7.14% | -42.86% | 0.00% | 25:59 | 17:18 | 18:57 | 25:08 | 27:36 | 39:49 | 08:39 | 06:24 |
 | Diadem | 4 | 3.13% | 31.9 | 50.00% | -4.84% | -50.00% | +50.00% | 0.00% | 23:05 | 19:11 | 19:11 | 19:28 | 23:31 | 30:10 | 04:20 | 03:12 |
 | Linken's Sphere | 4 | 3.13% | 30.4 | 50.00% | -4.84% | -50.00% | +50.00% | 0.00% | 30:44 | 19:42 | 19:42 | 27:36 | 32:59 | 42:38 | 13:17 | 09:50 |
 | Null Talisman | 1 | 0.78% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.78% | 27.5 | 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 | 0.78% | 26.1 | 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 | 0.78% | 24.6 | 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 |
 | Black King Bar | 10 | 7.81% | 23.2 | 30.00% | -26.78% | +3.33% | -30.00% | -4.48% | 32:52 | 20:33 | 27:27 | 28:27 | 34:53 | 1:06:08 | 07:26 | 05:30 |
 | Eul's Scepter of Divinity | 5 | 3.91% | 21.7 | 40.00% | -15.28% | -40.00% | -40.00% | 0.00% | 39:46 | 23:51 | 23:51 | 43:24 | 45:50 | 57:05 | 21:59 | 16:17 |
 | Lotus Orb | 6 | 4.69% | 20.3 | 33.33% | -22.41% | +16.67% | -33.33% | 0.00% | 33:43 | 24:33 | 29:58 | 32:12 | 36:56 | 43:30 | 06:58 | 05:09 |
 | Dagon | 2 | 1.56% | 18.8 | 50.00% | -4.76% | +50.00% | 0.00% | 0.00% | 56:18 | 49:13 | 49:13 | 1:03:22 | 1:03:22 | 1:03:22 | 14:09 | 10:28 |
 | Dagon (level 5) | 2 | 1.56% | 17.4 | 50.00% | -4.76% | +50.00% | 0.00% | 0.00% | 59:51 | 56:18 | 56:18 | 1:03:23 | 1:03:23 | 1:03:23 | 07:05 | 05:14 |
 | Dagon (level 2) | 2 | 1.56% | 15.9 | 50.00% | -4.76% | +50.00% | 0.00% | 0.00% | 57:51 | 52:19 | 52:19 | 1:03:23 | 1:03:23 | 1:03:23 | 11:04 | 08:11 |
 | Dagon (level 3) | 2 | 1.56% | 14.5 | 50.00% | -4.76% | +50.00% | 0.00% | 0.00% | 58:24 | 53:24 | 53:24 | 1:03:23 | 1:03:23 | 1:03:23 | 09:59 | 07:23 |
 | Dagon (level 4) | 2 | 1.56% | 14.5 | 50.00% | -4.76% | +50.00% | 0.00% | 0.00% | 58:24 | 53:24 | 53:24 | 1:03:23 | 1:03:23 | 1:03:23 | 09:59 | 07:23 |
 | Aghanim's Blessing | 3 | 2.34% | 11.6 | 33.33% | -21.87% | -33.33% | 0.00% | 0.00% | 55:24 | 51:53 | 51:53 | 56:43 | 57:35 | 57:35 | 05:42 | 04:13 |
 | Kaya | 4 | 3.13% | 10.1 | 25.00% | -30.65% | -25.00% | -25.00% | 0.00% | 32:27 | 22:06 | 22:06 | 32:52 | 34:37 | 40:11 | 12:31 | 09:16 |
 | Holy Locket | 5 | 3.91% | 8.7 | 20.00% | -36.10% | -20.00% | +80.00% | 0.00% | 24:17 | 21:55 | 21:55 | 22:38 | 23:50 | 30:35 | 01:55 | 01:25 |
 | Meteor Hammer | 1 | 0.78% | 7.2 | 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 |
 | Bottle | 1 | 0.78% | 5.8 | 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 |
 | Bloodthorn | 1 | 0.78% | 4.3 | 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 |
 | Wind Waker | 1 | 0.78% | 2.9 | 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 |
 | Bracer | 1 | 0.78% | 1.4 | 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 |