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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 | |
 | Buckler | 75 | 35.05% | 100.0 | 72.00% | +18.76% | +12.21% | -3.58% | -1.76% | 24:29 | 13:57 | 19:24 | 23:24 | 28:22 | 49:55 | 08:58 | 06:38 |
 | Ring of Protection | 114 | 53.27% | 98.5 | 68.42% | +18.42% | -9.80% | -4.13% | 0.55% | 19:16 | -01:29 | 13:57 | 17:36 | 24:17 | 49:55 | 10:20 | 07:39 |
 | Void Stone | 110 | 51.40% | 96.9 | 68.18% | +17.22% | -18.18% | +9.60% | 1.62% | 22:53 | 07:55 | 14:25 | 18:59 | 31:36 | 53:16 | 17:11 | 12:43 |
 | Guardian Greaves | 67 | 31.31% | 95.4 | 70.15% | +15.05% | +12.20% | -5.44% | -2.16% | 26:41 | 17:47 | 21:25 | 25:59 | 29:35 | 46:42 | 08:10 | 06:02 |
 | Chainmail | 154 | 71.96% | 93.8 | 64.94% | +18.27% | -3.40% | -1.78% | 0.27% | 17:09 | 08:13 | 13:00 | 15:24 | 19:02 | 44:04 | 06:02 | 04:28 |
 | Ring of Health | 62 | 28.97% | 92.3 | 69.35% | +13.43% | -0.60% | +3.98% | 0.35% | 29:15 | 14:39 | 21:36 | 27:51 | 34:51 | 1:06:09 | 13:15 | 09:48 |
 | Headdress | 91 | 42.52% | 90.8 | 65.93% | +10.65% | -5.06% | -5.06% | 0.00% | 16:57 | 06:37 | 12:06 | 14:32 | 19:27 | 40:19 | 07:21 | 05:26 |
 | Wind Lace | 123 | 57.48% | 89.2 | 64.23% | +10.38% | +13.19% | +0.29% | -1.19% | 16:47 | -01:28 | 10:27 | 16:18 | 21:20 | 45:35 | 10:53 | 08:03 |
 | Mekansm | 85 | 39.72% | 87.7 | 65.88% | +10.07% | +0.79% | -8.74% | -1.52% | 19:40 | 11:50 | 15:29 | 17:45 | 21:46 | 44:10 | 06:17 | 04:39 |
 | Magic Wand | 207 | 96.73% | 86.2 | 61.35% | +47.06% | -1.73% | +2.11% | 0.76% | 06:42 | -01:22 | 03:46 | 06:02 | 08:51 | 22:21 | 05:05 | 03:45 |
 | Magic Stick | 209 | 97.66% | 84.6 | 60.77% | +40.77% | +6.54% | -5.00% | -2.75% | 03:21 | -01:29 | 01:06 | 02:29 | 05:18 | 15:28 | 04:12 | 03:06 |
 | Boots of Speed | 214 | 100.00% | 83.1 | 59.81% | +59.81% | +3.15% | +2.45% | -0.24% | 06:27 | -01:29 | 04:53 | 06:13 | 07:51 | 14:02 | 02:58 | 02:11 |
 | Arcane Boots | 172 | 80.37% | 81.5 | 60.47% | +3.33% | +6.97% | -9.31% | -5.01% | 13:00 | 05:26 | 10:31 | 12:02 | 13:46 | 33:30 | 03:15 | 02:24 |
 | Pipe of Insight | 16 | 7.48% | 80.0 | 81.25% | +23.17% | +18.75% | -31.25% | -13.33% | 26:35 | 14:51 | 24:45 | 26:30 | 28:30 | 37:51 | 03:45 | 02:46 |
 | Scythe of Vyse | 13 | 6.07% | 78.5 | 84.62% | +26.41% | +15.38% | +15.38% | 0.00% | 45:35 | 38:50 | 40:02 | 41:38 | 47:56 | 1:08:53 | 07:54 | 05:51 |
 | Bracer | 44 | 20.56% | 76.9 | 68.18% | +10.53% | +4.55% | +4.55% | 0.00% | 07:32 | 01:10 | 02:51 | 04:53 | 10:08 | 22:59 | 07:17 | 05:23 |
 | Crown | 86 | 40.19% | 75.4 | 61.63% | +3.04% | +6.55% | -9.25% | -1.93% | 19:49 | 00:02 | 15:39 | 18:12 | 23:50 | 43:28 | 08:11 | 06:03 |
 | Blight Stone | 86 | 40.19% | 73.8 | 61.63% | +3.04% | -11.63% | +5.04% | 2.11% | 18:40 | 04:11 | 13:59 | 16:40 | 21:53 | 56:53 | 07:54 | 05:51 |
 | Medallion of Courage | 83 | 38.79% | 72.3 | 61.45% | +2.67% | -4.31% | +5.22% | 1.44% | 18:45 | 09:40 | 14:39 | 16:58 | 21:16 | 43:28 | 06:37 | 04:54 |
 | Eul's Scepter of Divinity | 25 | 11.68% | 70.8 | 72.00% | +13.80% | +11.33% | +11.33% | 0.00% | 27:43 | 18:38 | 20:35 | 25:18 | 29:54 | 53:16 | 09:19 | 06:54 |
 | Aether Lens | 20 | 9.35% | 69.2 | 75.00% | +16.75% | +25.00% | -35.00% | -4.99% | 29:27 | 18:08 | 22:18 | 26:16 | 34:20 | 50:47 | 12:02 | 08:54 |
 | Solar Crest | 82 | 38.32% | 67.7 | 60.98% | +1.89% | +10.45% | -10.98% | -2.91% | 22:34 | 12:57 | 18:12 | 21:01 | 25:34 | 43:28 | 07:22 | 05:27 |
 | Boots of Travel | 9 | 4.21% | 66.2 | 88.89% | +30.35% | +11.11% | +11.11% | 0.00% | 44:46 | 34:16 | 36:08 | 48:14 | 49:16 | 55:29 | 13:08 | 09:43 |
 | Sange | 11 | 5.14% | 64.6 | 81.82% | +23.20% | -15.15% | -15.15% | 0.00% | 34:29 | 24:46 | 28:27 | 34:08 | 37:52 | 45:08 | 09:25 | 06:58 |
 | Fluffy Hat | 94 | 43.93% | 63.1 | 56.38% | -6.12% | -6.38% | -4.21% | 0.17% | 17:38 | 02:30 | 11:09 | 14:23 | 23:39 | 51:45 | 12:30 | 09:15 |
 | Lotus Orb | 33 | 15.42% | 61.5 | 63.64% | +4.52% | -1.14% | -13.64% | -0.92% | 33:11 | 21:33 | 26:05 | 33:21 | 39:42 | 49:00 | 13:37 | 10:05 |
 | Tranquil Boots | 35 | 16.36% | 60.0 | 62.86% | +3.64% | +3.81% | -18.42% | -1.76% | 19:50 | 07:46 | 11:54 | 19:43 | 24:32 | 45:35 | 12:38 | 09:21 |
 | Pavise | 43 | 20.09% | 58.5 | 60.47% | +0.82% | -5.92% | +21.35% | 8.84% | 15:39 | 12:07 | 13:28 | 15:36 | 16:33 | 23:55 | 03:05 | 02:17 |
 | Kaya | 8 | 3.74% | 56.9 | 87.50% | +28.76% | +12.50% | -37.50% | 0.00% | 35:38 | 23:52 | 24:34 | 32:08 | 42:44 | 55:22 | 18:10 | 13:27 |
 | Force Staff | 51 | 23.83% | 55.4 | 58.82% | -1.30% | +18.10% | -20.36% | -3.62% | 27:42 | 15:22 | 21:27 | 26:56 | 32:04 | 51:45 | 10:37 | 07:51 |
 | Aghanim's Scepter | 23 | 10.75% | 53.8 | 65.22% | +6.06% | -15.22% | +1.45% | 1.42% | 38:01 | 26:58 | 30:23 | 37:23 | 42:06 | 55:44 | 11:43 | 08:40 |
 | Ghost Scepter | 12 | 5.61% | 52.3 | 75.00% | +16.09% | +25.00% | -8.33% | -3.30% | 33:03 | 23:32 | 27:20 | 33:08 | 37:26 | 40:51 | 10:06 | 07:28 |
 | Glimmer Cape | 56 | 26.17% | 50.8 | 53.57% | -8.46% | -3.57% | -3.57% | 0.00% | 25:50 | 13:41 | 21:16 | 24:09 | 27:46 | 51:52 | 06:30 | 04:48 |
 | Heaven's Halberd | 9 | 4.21% | 49.2 | 77.78% | +18.76% | -27.78% | -27.78% | 0.00% | 35:28 | 29:28 | 32:05 | 33:26 | 35:49 | 45:26 | 03:44 | 02:45 |
 | Cornucopia | 9 | 4.21% | 47.7 | 77.78% | +18.76% | +22.22% | -27.78% | 0.00% | 46:25 | 36:51 | 40:09 | 46:15 | 51:51 | 57:18 | 11:42 | 08:40 |
 | Drum of Endurance | 21 | 9.81% | 46.2 | 61.90% | +2.31% | -41.90% | -1.90% | 4.81% | 24:45 | 15:33 | 18:47 | 24:04 | 27:06 | 36:59 | 08:19 | 06:09 |
 | Boots of Bearing | 11 | 5.14% | 44.6 | 72.73% | +13.62% | -6.06% | -6.06% | 0.00% | 33:08 | 19:45 | 25:01 | 32:43 | 35:59 | 56:11 | 10:58 | 08:07 |
 | Urn of Shadows | 4 | 1.87% | 43.1 | 100.00% | +40.95% | 0.00% | 0.00% | 0.00% | 12:11 | 10:30 | 10:30 | 11:11 | 12:02 | 14:59 | 01:32 | 01:08 |
 | Morbid Mask | 4 | 1.87% | 41.5 | 100.00% | +40.95% | 0.00% | 0.00% | 0.00% | 34:31 | 22:38 | 22:38 | 31:52 | 33:40 | 49:55 | 11:02 | 08:10 |
 | Vladmir's Offering | 4 | 1.87% | 40.0 | 100.00% | +40.95% | 0.00% | 0.00% | 0.00% | 34:50 | 23:51 | 23:51 | 31:52 | 33:41 | 49:55 | 09:50 | 07:17 |
 | Crimson Guard | 6 | 2.80% | 38.5 | 83.33% | +24.20% | -33.33% | +16.67% | 0.00% | 30:09 | 21:50 | 23:20 | 23:24 | 35:48 | 45:23 | 12:28 | 09:14 |
 | Helm of Iron Will | 6 | 2.80% | 36.9 | 83.33% | +24.20% | -33.33% | +16.67% | 0.00% | 28:23 | 16:39 | 19:57 | 21:37 | 32:51 | 49:21 | 12:54 | 09:33 |
 | Linken's Sphere | 8 | 3.74% | 35.4 | 75.00% | +15.78% | +25.00% | -25.00% | 0.00% | 46:16 | 36:59 | 40:24 | 46:15 | 49:27 | 55:38 | 09:03 | 06:42 |
 | Aghanim's Shard | 32 | 14.95% | 33.8 | 50.00% | -11.54% | +37.50% | 0.00% | -4.53% | 28:19 | 17:52 | 22:45 | 25:52 | 31:02 | 46:06 | 08:17 | 06:08 |
 | Octarine Core | 7 | 3.27% | 32.3 | 71.43% | +12.01% | -21.43% | +28.57% | 0.00% | 42:30 | 30:52 | 36:21 | 38:03 | 40:39 | 1:06:46 | 04:18 | 03:11 |
 | Spirit Vessel | 3 | 1.40% | 30.8 | 100.00% | +40.76% | 0.00% | 0.00% | 0.00% | 17:51 | 17:15 | 17:15 | 18:03 | 18:16 | 18:16 | 01:01 | 00:45 |
 | Desolator | 3 | 1.40% | 29.2 | 100.00% | +40.76% | 0.00% | 0.00% | 0.00% | 43:25 | 31:39 | 31:39 | 41:44 | 56:53 | 56:53 | 25:14 | 18:41 |
 | Ring of Basilius | 5 | 2.34% | 27.7 | 80.00% | +20.67% | -80.00% | +20.00% | 0.00% | 29:08 | 09:59 | 09:59 | 31:52 | 33:40 | 49:55 | 23:41 | 17:32 |
 | Ethereal Blade | 5 | 2.34% | 26.2 | 80.00% | +20.67% | +20.00% | -80.00% | 0.00% | 35:10 | 25:29 | 25:29 | 29:29 | 36:33 | 55:25 | 11:04 | 08:11 |
 | Vanguard | 6 | 2.80% | 24.6 | 66.67% | +7.05% | -16.67% | +33.33% | 0.00% | 27:46 | 17:05 | 17:53 | 21:50 | 31:09 | 49:21 | 13:16 | 09:49 |
 | Mask of Madness | 2 | 0.93% | 23.1 | 100.00% | +40.57% | 0.00% | 0.00% | 0.00% | 36:45 | 31:45 | 31:45 | 41:44 | 41:44 | 41:44 | 09:59 | 07:23 |
 | Black King Bar | 5 | 2.34% | 21.5 | 60.00% | +0.19% | +40.00% | -60.00% | 0.00% | 45:58 | 32:17 | 32:17 | 41:28 | 44:22 | 1:16:07 | 12:05 | 08:57 |
 | Rod of Atos | 3 | 1.40% | 20.0 | 66.67% | +6.95% | +33.33% | 0.00% | 0.00% | 19:00 | 14:53 | 14:53 | 16:04 | 26:03 | 26:03 | 11:10 | 08:16 |
 | Wind Waker | 3 | 1.40% | 18.5 | 66.67% | +6.95% | +33.33% | 0.00% | 0.00% | 47:42 | 39:25 | 39:25 | 48:14 | 55:27 | 55:27 | 16:02 | 11:52 |
 | Blink Dagger | 3 | 1.40% | 16.9 | 66.67% | +6.95% | +33.33% | 0.00% | 0.00% | 33:00 | 25:40 | 25:40 | 30:20 | 43:00 | 43:00 | 17:20 | 12:50 |
 | Diadem | 1 | 0.47% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.47% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:19 | 57:19 | 57:19 | 57:19 | 57:19 | 57:19 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.47% | 12.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.47% | 10.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:55 | 41:55 | 41:55 | 41:55 | 41:55 | 41:55 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.47% | 9.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:15 | 02:15 | 02:15 | 02:15 | 02:15 | 02:15 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.47% | 7.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 00:00 | 00:00 |
 | Dagon | 1 | 0.47% | 6.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 0.93% | 4.6 | 50.00% | -9.91% | +50.00% | 0.00% | 0.00% | 23:08 | 09:06 | 09:06 | 37:09 | 37:09 | 37:09 | 28:03 | 20:46 |
 | Null Talisman | 2 | 0.93% | 3.1 | 50.00% | -9.91% | -50.00% | 0.00% | 0.00% | 11:17 | 09:43 | 09:43 | 12:50 | 12:50 | 12:50 | 03:07 | 02:18 |
 | Veil of Discord | 1 | 0.47% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 00:00 | 00:00 |