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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 | |
 | Ring of Health | 13 | 5.65% | 100.0 | 84.62% | +36.23% | +15.38% | -17.95% | -2.08% | 41:45 | 19:53 | 33:03 | 41:40 | 49:06 | 55:56 | 16:03 | 11:53 |
 | Tranquil Boots | 21 | 9.13% | 98.6 | 76.19% | +28.34% | +3.81% | -16.19% | -1.64% | 37:39 | 19:58 | 30:54 | 34:29 | 43:07 | 58:33 | 12:13 | 09:02 |
 | Boots of Bearing | 18 | 7.83% | 97.2 | 77.78% | +29.67% | +2.22% | -2.78% | -0.31% | 39:14 | 22:33 | 31:42 | 34:29 | 47:41 | 58:57 | 15:59 | 11:50 |
 | Heaven's Halberd | 25 | 10.87% | 95.8 | 72.00% | +24.20% | +11.33% | -22.00% | -4.15% | 31:08 | 22:27 | 26:30 | 29:02 | 34:32 | 51:10 | 08:02 | 05:57 |
 | Assault Cuirass | 156 | 67.83% | 94.4 | 57.05% | +20.56% | +27.57% | -16.02% | -6.21% | 28:18 | 20:38 | 24:13 | 26:39 | 31:14 | 52:26 | 07:01 | 05:11 |
 | Magic Stick | 59 | 25.65% | 93.1 | 62.71% | +16.51% | -9.38% | +3.96% | 13.34% | 01:22 | -01:29 | -01:29 | -01:29 | 01:17 | 19:22 | 02:46 | 02:02 |
 | Boots of Speed | 73 | 31.74% | 91.7 | 60.27% | +14.41% | +11.95% | +6.40% | -0.33% | 23:21 | 02:15 | 14:59 | 20:05 | 31:46 | 1:03:50 | 16:47 | 12:25 |
 | Sange | 25 | 10.87% | 90.3 | 68.00% | +19.71% | +15.33% | -18.00% | -3.07% | 29:32 | 19:54 | 23:54 | 27:07 | 34:46 | 48:45 | 10:52 | 08:02 |
 | Power Treads | 18 | 7.83% | 88.9 | 72.22% | +23.64% | +7.78% | +2.78% | -2.75% | 11:02 | 05:01 | 05:51 | 06:31 | 07:40 | 31:56 | 01:49 | 01:20 |
 | Aghanim's Shard | 106 | 46.09% | 87.5 | 54.72% | +7.95% | +4.54% | +2.97% | -0.30% | 22:40 | 15:01 | 17:50 | 20:12 | 23:07 | 1:06:50 | 05:17 | 03:54 |
 | Magic Wand | 60 | 26.09% | 86.1 | 58.33% | +10.68% | -11.66% | +1.67% | 1.96% | 03:36 | -01:29 | -01:29 | -01:28 | 08:17 | 30:20 | 09:46 | 07:14 |
 | Skull Basher | 20 | 8.70% | 84.7 | 70.00% | +21.43% | +10.00% | +10.00% | 0.00% | 38:54 | 25:25 | 32:27 | 36:04 | 44:48 | 57:06 | 12:21 | 09:08 |
 | Helm of the Overlord | 211 | 91.74% | 83.3 | 50.71% | +3.34% | +11.55% | -24.29% | -16.05% | 16:01 | 12:37 | 14:45 | 15:55 | 16:59 | 21:32 | 02:14 | 01:39 |
 | Vladmir's Offering | 216 | 93.91% | 81.9 | 50.00% | -7.14% | +9.26% | -18.52% | -13.66% | 13:44 | 10:57 | 12:43 | 13:39 | 14:45 | 18:22 | 02:02 | 01:30 |
 | Morbid Mask | 216 | 93.91% | 80.6 | 50.00% | -7.14% | +9.26% | -18.52% | -13.23% | 12:41 | 09:15 | 11:35 | 12:33 | 13:41 | 17:05 | 02:06 | 01:33 |
 | Helm of Iron Will | 223 | 96.96% | 79.2 | 49.78% | -21.65% | +2.01% | -3.35% | -4.80% | 04:11 | 01:58 | 03:07 | 03:35 | 04:14 | 32:02 | 01:07 | 00:49 |
 | Ring of Basilius | 217 | 94.35% | 77.8 | 49.77% | -11.77% | +9.49% | -16.44% | -12.86% | 10:07 | 02:07 | 09:11 | 10:06 | 11:12 | 13:39 | 02:01 | 01:29 |
 | Ring of Protection | 220 | 95.65% | 76.4 | 49.55% | -20.45% | -0.46% | -4.10% | -1.25% | 08:30 | -01:29 | 08:15 | 09:42 | 11:10 | 42:28 | 02:55 | 02:09 |
 | Buckler | 220 | 95.65% | 75.0 | 49.55% | -20.45% | -0.46% | -5.91% | -2.60% | 11:00 | 04:55 | 09:33 | 10:39 | 11:39 | 42:28 | 02:06 | 01:33 |
 | Helm of the Dominator | 218 | 94.78% | 73.6 | 49.54% | -17.13% | +3.19% | -16.21% | -12.52% | 08:40 | 05:46 | 07:50 | 08:33 | 09:23 | 12:50 | 01:33 | 01:08 |
 | Diadem | 81 | 35.22% | 72.2 | 54.32% | +6.00% | -14.32% | +5.68% | 10.71% | 08:03 | 03:09 | 06:05 | 06:49 | 07:57 | 26:29 | 01:52 | 01:22 |
 | Vanguard | 10 | 4.35% | 70.8 | 80.00% | +30.91% | +20.00% | +20.00% | 0.00% | 45:58 | 33:03 | 38:51 | 41:40 | 55:16 | 1:03:49 | 16:25 | 12:09 |
 | Void Stone | 39 | 16.96% | 69.4 | 58.97% | +10.28% | +1.03% | +1.03% | 0.00% | 35:01 | 18:33 | 27:49 | 34:35 | 40:51 | 55:55 | 13:02 | 09:39 |
 | Harpoon | 12 | 5.22% | 68.1 | 75.00% | +25.92% | -41.67% | -8.33% | 2.47% | 23:44 | 13:18 | 14:26 | 19:11 | 27:57 | 46:42 | 13:31 | 10:00 |
 | Crown | 148 | 64.35% | 66.7 | 48.65% | -5.01% | +10.81% | -8.11% | -12.61% | 05:28 | 01:29 | 04:30 | 05:07 | 06:00 | 19:17 | 01:30 | 01:06 |
 | Quelling Blade | 175 | 76.09% | 65.3 | 47.43% | -12.57% | +0.30% | +4.84% | 0.00% | -01:21 | -01:29 | -01:29 | -01:29 | -01:29 | 12:45 | 00:00 | 00:00 |
 | Yasha | 16 | 6.96% | 63.9 | 68.75% | +19.68% | +6.25% | +6.25% | 0.00% | 23:01 | 13:54 | 16:20 | 18:30 | 25:26 | 56:48 | 09:06 | 06:44 |
 | Manta Style | 16 | 6.96% | 62.5 | 68.75% | +19.68% | +6.25% | +6.25% | 0.00% | 26:51 | 16:35 | 20:50 | 25:36 | 27:43 | 57:02 | 06:53 | 05:05 |
 | Blight Stone | 7 | 3.04% | 61.1 | 85.71% | +36.38% | +14.29% | +14.29% | 0.00% | 24:02 | 01:22 | 14:24 | 19:07 | 25:05 | 52:17 | 10:41 | 07:54 |
 | Abyssal Blade | 9 | 3.91% | 59.7 | 77.78% | +28.46% | +22.22% | +22.22% | 0.00% | 46:42 | 33:05 | 37:56 | 43:14 | 55:44 | 1:03:49 | 17:48 | 13:11 |
 | Linken's Sphere | 9 | 3.91% | 58.3 | 77.78% | +28.46% | -27.78% | -27.78% | 0.00% | 38:17 | 17:42 | 28:21 | 30:37 | 46:29 | 1:08:45 | 18:08 | 13:25 |
 | Aghanim's Scepter | 32 | 13.91% | 56.9 | 56.25% | +6.76% | -18.75% | +6.25% | 2.12% | 32:32 | 21:16 | 26:08 | 30:38 | 37:54 | 47:49 | 11:46 | 08:42 |
 | Scythe of Vyse | 30 | 13.04% | 55.6 | 56.67% | +7.17% | -6.67% | -28.10% | -2.60% | 37:17 | 23:39 | 33:05 | 37:49 | 41:20 | 56:05 | 08:15 | 06:06 |
 | Black King Bar | 67 | 29.13% | 54.2 | 49.25% | -1.67% | -2.19% | -2.19% | 0.00% | 34:06 | 21:38 | 29:21 | 32:53 | 36:43 | 1:05:27 | 07:22 | 05:27 |
 | Nullifier | 57 | 24.78% | 52.8 | 49.12% | -1.75% | +22.31% | -27.69% | -4.57% | 32:55 | 19:33 | 26:58 | 30:23 | 37:55 | 1:09:46 | 10:57 | 08:06 |
 | Echo Sabre | 18 | 7.83% | 51.4 | 61.11% | +11.58% | +18.89% | -11.11% | -1.67% | 20:12 | 09:45 | 10:49 | 12:54 | 28:45 | 54:27 | 17:56 | 13:17 |
 | Wind Lace | 101 | 43.91% | 50.0 | 41.58% | -15.78% | +14.42% | -9.58% | -7.27% | 18:39 | 12:52 | 16:06 | 17:31 | 19:24 | 39:26 | 03:18 | 02:26 |
 | Drum of Endurance | 90 | 39.13% | 48.6 | 42.22% | -13.49% | +18.65% | -19.49% | -12.17% | 20:25 | 15:12 | 18:08 | 19:25 | 21:16 | 36:23 | 03:08 | 02:19 |
 | Cornucopia | 9 | 3.91% | 47.2 | 66.67% | +16.90% | -16.67% | -16.67% | 0.00% | 35:14 | 17:32 | 28:07 | 30:37 | 36:38 | 1:08:30 | 08:31 | 06:18 |
 | Blink Dagger | 7 | 3.04% | 45.8 | 71.43% | +21.65% | +28.57% | -21.43% | 0.00% | 34:26 | 22:01 | 32:39 | 34:43 | 38:07 | 41:32 | 05:28 | 04:02 |
 | Bracer | 7 | 3.04% | 44.4 | 71.43% | +21.65% | +28.57% | -21.43% | 0.00% | 02:54 | 01:32 | 01:46 | 03:07 | 03:11 | 05:25 | 01:25 | 01:02 |
 | Moon Shard | 3 | 1.30% | 43.1 | 100.00% | +50.22% | 0.00% | 0.00% | 0.00% | 46:51 | 37:19 | 37:19 | 46:06 | 57:08 | 57:08 | 19:49 | 14:40 |
 | Silver Edge | 3 | 1.30% | 41.7 | 100.00% | +50.22% | 0.00% | 0.00% | 0.00% | 50:38 | 46:06 | 46:06 | 50:19 | 55:28 | 55:28 | 09:22 | 06:56 |
 | Eye of Skadi | 4 | 1.74% | 40.3 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 32:15 | 25:04 | 25:04 | 32:27 | 34:52 | 36:38 | 09:48 | 07:15 |
 | Headdress | 2 | 0.87% | 38.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 24:32 | 18:21 | 18:21 | 30:43 | 30:43 | 30:43 | 12:22 | 09:09 |
 | Desolator | 2 | 0.87% | 37.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 45:16 | 38:15 | 38:15 | 52:17 | 52:17 | 52:17 | 14:02 | 10:23 |
 | Javelin | 2 | 0.87% | 36.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 42:29 | 35:29 | 35:29 | 49:28 | 49:28 | 49:28 | 13:59 | 10:21 |
 | Monkey King Bar | 2 | 0.87% | 34.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 42:53 | 35:50 | 35:50 | 49:55 | 49:55 | 49:55 | 14:05 | 10:25 |
 | Hood of Defiance | 2 | 0.87% | 33.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 24:22 | 19:55 | 19:55 | 28:48 | 28:48 | 28:48 | 08:53 | 06:34 |
 | Crystalys | 2 | 0.87% | 31.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 47:46 | 45:38 | 45:38 | 49:54 | 49:54 | 49:54 | 04:16 | 03:09 |
 | Shadow Blade | 2 | 0.87% | 30.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 44:52 | 43:22 | 43:22 | 46:21 | 46:21 | 46:21 | 02:59 | 02:12 |
 | Pipe of Insight | 2 | 0.87% | 29.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:17 | 23:11 | 23:11 | 31:23 | 31:23 | 31:23 | 08:12 | 06:04 |
 | Orchid Malevolence | 7 | 3.04% | 27.8 | 42.86% | -7.81% | +7.14% | +7.14% | 0.00% | 25:51 | 21:26 | 22:22 | 24:33 | 27:54 | 30:59 | 05:32 | 04:05 |
 | Wraith Band | 7 | 3.04% | 26.4 | 42.86% | -7.81% | -42.86% | +7.14% | 0.00% | 12:14 | 01:48 | 01:54 | 07:59 | 15:29 | 28:01 | 13:35 | 10:03 |
 | Overwhelming Blink | 1 | 0.43% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:54 | 47:54 | 47:54 | 47:54 | 47:54 | 47:54 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.43% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.43% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.43% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:41 | 41:41 | 41:41 | 41:41 | 41:41 | 41:41 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.43% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.43% | 18.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:52 | 50:52 | 50:52 | 50:52 | 50:52 | 50:52 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.43% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.43% | 15.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 00:00 | 00:00 |
 | Boots of Travel | 5 | 2.17% | 13.9 | 40.00% | -10.67% | +60.00% | -40.00% | 0.00% | 46:20 | 28:08 | 28:08 | 48:32 | 56:07 | 59:02 | 27:59 | 20:43 |
 | Medallion of Courage | 2 | 0.87% | 12.5 | 50.00% | -0.44% | +50.00% | 0.00% | 0.00% | 18:24 | 17:41 | 17:41 | 19:07 | 19:07 | 19:07 | 01:26 | 01:03 |
 | Solar Crest | 2 | 0.87% | 11.1 | 50.00% | -0.44% | -50.00% | 0.00% | 0.00% | 26:53 | 21:10 | 21:10 | 32:35 | 32:35 | 32:35 | 11:25 | 08:27 |
 | Refresher Orb | 2 | 0.87% | 9.7 | 50.00% | -0.44% | +50.00% | 0.00% | 0.00% | 55:47 | 50:01 | 50:01 | 1:01:32 | 1:01:32 | 1:01:32 | 11:31 | 08:31 |
 | Chainmail | 5 | 2.17% | 8.3 | 20.00% | -31.11% | +80.00% | -20.00% | 0.00% | 31:38 | 17:41 | 17:41 | 35:19 | 38:18 | 47:44 | 20:37 | 15:16 |
 | Witch Blade | 1 | 0.43% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.43% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.43% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 0.43% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:57 | 47:57 | 47:57 | 47:57 | 47:57 | 47:57 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.43% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |