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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 | |
 | Linken's Sphere | 64 | 17.30% | 100.0 | 68.75% | +25.94% | 0.00% | +6.25% | 0.80% | 32:38 | 20:59 | 27:30 | 31:33 | 35:16 | 59:03 | 07:46 | 05:45 |
 | Yasha | 47 | 12.70% | 98.8 | 65.96% | +21.38% | -15.96% | +9.04% | 3.37% | 21:54 | 13:43 | 17:42 | 20:52 | 25:07 | 35:39 | 07:25 | 05:29 |
 | Manta Style | 42 | 11.35% | 97.6 | 66.67% | +21.85% | +6.06% | +13.33% | 1.03% | 26:02 | 17:08 | 21:42 | 25:03 | 28:46 | 39:36 | 07:04 | 05:14 |
 | Cornucopia | 78 | 21.08% | 96.4 | 61.54% | +18.05% | +13.46% | -8.91% | -2.26% | 34:09 | 18:48 | 27:46 | 31:53 | 37:39 | 1:10:19 | 09:53 | 07:19 |
 | Satanic | 27 | 7.30% | 95.2 | 70.37% | +24.89% | +29.63% | -27.51% | -4.42% | 28:51 | 18:04 | 22:06 | 26:42 | 35:02 | 49:24 | 12:56 | 09:34 |
 | Assault Cuirass | 12 | 3.24% | 94.0 | 83.33% | +37.24% | +16.67% | -16.66% | 0.00% | 32:18 | 24:10 | 27:10 | 31:38 | 35:59 | 44:00 | 08:49 | 06:31 |
 | Harpoon | 219 | 59.19% | 92.9 | 52.97% | +13.90% | +16.12% | -3.88% | -3.22% | 19:39 | 11:51 | 15:53 | 18:15 | 22:06 | 39:35 | 06:13 | 04:36 |
 | Bracer | 94 | 25.41% | 91.7 | 56.38% | +12.18% | +1.95% | +8.84% | 4.26% | 03:02 | -00:34 | 01:54 | 02:17 | 03:31 | 11:46 | 01:37 | 01:11 |
 | Diadem | 221 | 59.73% | 90.5 | 52.04% | +11.77% | +13.41% | -2.95% | -2.56% | 18:14 | 09:52 | 14:14 | 16:51 | 20:38 | 39:30 | 06:24 | 04:44 |
 | Morbid Mask | 48 | 12.97% | 89.3 | 60.42% | +15.08% | -2.09% | +6.25% | 2.24% | 11:38 | 05:17 | 07:12 | 08:33 | 10:55 | 38:24 | 03:43 | 02:45 |
 | Black King Bar | 166 | 44.86% | 88.1 | 51.20% | +7.08% | +8.32% | -17.05% | -2.69% | 28:46 | 15:15 | 23:37 | 27:59 | 33:02 | 52:02 | 09:25 | 06:58 |
 | Ring of Protection | 64 | 17.30% | 86.9 | 56.25% | +10.83% | -6.25% | 0.00% | 0.53% | 20:45 | -01:29 | 15:10 | 19:55 | 26:59 | 43:33 | 11:49 | 08:45 |
 | Echo Sabre | 245 | 66.22% | 85.7 | 48.98% | +4.98% | +11.68% | -1.44% | -4.83% | 14:04 | 09:06 | 12:21 | 13:41 | 15:04 | 33:35 | 02:43 | 02:00 |
 | Refresher Orb | 34 | 9.19% | 84.5 | 61.76% | +15.93% | -17.32% | +0.74% | 2.00% | 45:25 | 32:15 | 40:13 | 43:33 | 49:16 | 1:10:19 | 09:03 | 06:42 |
 | Boots of Speed | 370 | 100.00% | 83.3 | 47.30% | +47.30% | +0.01% | -0.56% | -0.15% | 05:18 | -01:29 | 03:30 | 05:06 | 07:11 | 11:48 | 03:41 | 02:43 |
 | Magic Wand | 327 | 88.38% | 82.1 | 47.40% | +0.89% | +1.38% | -4.72% | -0.96% | 04:32 | -01:29 | -01:29 | 04:13 | 07:50 | 30:48 | 09:19 | 06:54 |
 | Blink Dagger | 334 | 90.27% | 81.0 | 47.31% | +0.09% | +5.07% | +2.09% | -0.40% | 19:00 | 09:05 | 14:45 | 17:34 | 22:10 | 40:31 | 07:25 | 05:29 |
 | Power Treads | 269 | 72.70% | 79.8 | 47.96% | +2.42% | +5.77% | -4.68% | -3.41% | 08:30 | 04:05 | 06:52 | 08:33 | 09:56 | 15:08 | 03:04 | 02:16 |
 | Buckler | 59 | 15.95% | 78.6 | 55.93% | +10.27% | -2.60% | +10.74% | 1.29% | 23:04 | 09:26 | 17:16 | 22:16 | 27:38 | 43:33 | 10:22 | 07:40 |
 | Magic Stick | 250 | 67.57% | 77.4 | 47.60% | +0.93% | +4.78% | -4.05% | -2.65% | 02:32 | -01:29 | -01:29 | 01:33 | 04:49 | 20:44 | 06:18 | 04:40 |
 | Mask of Madness | 39 | 10.54% | 76.2 | 58.97% | +13.05% | -8.97% | -8.97% | 0.00% | 10:17 | 08:06 | 09:19 | 09:51 | 10:54 | 16:48 | 01:35 | 01:10 |
 | Headdress | 116 | 31.35% | 75.0 | 49.14% | +2.68% | -11.21% | +9.48% | 2.31% | 10:45 | -01:29 | 06:20 | 09:47 | 15:18 | 25:12 | 08:58 | 06:38 |
 | Octarine Core | 14 | 3.78% | 73.8 | 71.43% | +25.08% | +28.57% | -4.76% | 0.00% | 34:27 | 24:32 | 28:45 | 33:17 | 36:49 | 46:35 | 08:04 | 05:58 |
 | Pipe of Insight | 39 | 10.54% | 72.6 | 56.41% | +10.19% | +13.59% | +3.59% | -1.71% | 20:33 | 11:55 | 17:17 | 20:25 | 23:07 | 34:01 | 05:50 | 04:19 |
 | Quelling Blade | 138 | 37.30% | 71.4 | 47.10% | -0.31% | -1.39% | -0.04% | 0.00% | -00:47 | -01:30 | -01:29 | -01:29 | -01:29 | 36:57 | 00:00 | 00:00 |
 | Ring of Health | 195 | 52.70% | 70.2 | 45.13% | -4.58% | -6.35% | +3.85% | 8.38% | 06:02 | 01:16 | 02:30 | 03:06 | 03:43 | 51:27 | 01:13 | 00:54 |
 | Arcane Boots | 99 | 26.76% | 69.0 | 46.46% | -1.14% | +1.54% | -10.46% | -4.44% | 06:33 | 03:27 | 04:49 | 05:58 | 07:31 | 24:56 | 02:42 | 02:00 |
 | Guardian Greaves | 45 | 12.16% | 67.9 | 51.11% | +4.34% | +12.53% | -5.66% | -2.68% | 23:10 | 13:55 | 19:46 | 22:08 | 26:34 | 44:38 | 06:48 | 05:02 |
 | Force Staff | 50 | 13.51% | 66.7 | 50.00% | +3.12% | -3.85% | 0.00% | 0.45% | 26:55 | 14:35 | 21:04 | 24:49 | 29:34 | 1:03:28 | 08:30 | 06:17 |
 | Fluffy Hat | 50 | 13.51% | 65.5 | 50.00% | +3.12% | -11.54% | +8.33% | 2.72% | 23:14 | 07:52 | 17:20 | 21:20 | 24:39 | 1:03:28 | 07:19 | 05:25 |
 | Sange | 22 | 5.95% | 64.3 | 59.09% | +12.54% | +24.24% | -19.09% | -7.03% | 27:04 | 16:09 | 23:26 | 25:25 | 29:36 | 43:23 | 06:10 | 04:34 |
 | Helm of Iron Will | 54 | 14.59% | 63.1 | 48.15% | +1.00% | +16.14% | -17.38% | -3.32% | 23:17 | 09:44 | 17:48 | 21:41 | 27:54 | 51:18 | 10:06 | 07:28 |
 | Wraith Band | 72 | 19.46% | 61.9 | 45.83% | -1.82% | -1.39% | -18.05% | -5.46% | 04:53 | -01:29 | 02:05 | 02:56 | 05:08 | 30:21 | 03:03 | 02:15 |
 | Mekansm | 72 | 19.46% | 60.7 | 45.83% | -1.82% | -1.39% | -6.94% | -1.66% | 12:12 | 08:37 | 10:08 | 11:29 | 13:29 | 19:58 | 03:21 | 02:28 |
 | Chainmail | 75 | 20.27% | 59.5 | 45.33% | -2.47% | +2.04% | -3.22% | -1.45% | 10:37 | 04:04 | 08:07 | 09:44 | 11:45 | 30:17 | 03:38 | 02:41 |
 | Vanguard | 147 | 39.73% | 58.3 | 40.82% | -10.75% | -5.68% | -0.28% | 3.41% | 07:03 | 04:21 | 05:39 | 06:10 | 07:14 | 34:19 | 01:35 | 01:10 |
 | Bottle | 34 | 9.19% | 57.1 | 50.00% | +2.98% | +5.56% | 0.00% | -5.56% | 02:07 | 00:15 | 01:25 | 01:40 | 01:53 | 17:26 | 00:28 | 00:20 |
 | Void Stone | 86 | 23.24% | 56.0 | 41.86% | -7.08% | +3.59% | -8.53% | -0.84% | 30:26 | 12:30 | 22:58 | 29:40 | 37:23 | 60:05 | 14:25 | 10:40 |
 | Heaven's Halberd | 17 | 4.59% | 54.8 | 58.82% | +12.08% | +41.18% | -33.82% | 0.00% | 29:36 | 24:19 | 24:57 | 26:30 | 32:52 | 44:39 | 07:55 | 05:51 |
 | Aghanim's Shard | 45 | 12.16% | 53.6 | 46.67% | -0.71% | -1.22% | -1.22% | 0.00% | 28:51 | 19:05 | 23:53 | 27:03 | 32:30 | 1:03:47 | 08:37 | 06:22 |
 | Crimson Guard | 44 | 11.89% | 52.4 | 45.45% | -2.10% | +18.19% | -27.27% | -6.48% | 23:30 | 12:35 | 19:24 | 22:56 | 26:25 | 36:28 | 07:01 | 05:11 |
 | Wind Lace | 51 | 13.78% | 51.2 | 43.14% | -4.82% | +3.01% | +10.71% | 0.57% | 12:20 | -01:29 | 05:03 | 11:18 | 18:39 | 36:21 | 13:36 | 10:04 |
 | Aether Lens | 52 | 14.05% | 50.0 | 40.38% | -8.05% | -1.92% | -9.61% | -0.60% | 29:12 | 15:25 | 22:35 | 27:27 | 35:22 | 47:10 | 12:47 | 09:28 |
 | Overwhelming Blink | 7 | 1.89% | 48.8 | 71.43% | +24.60% | +28.57% | -21.43% | 0.00% | 44:21 | 33:23 | 34:13 | 43:34 | 52:52 | 53:59 | 18:39 | 13:48 |
 | Skull Basher | 3 | 0.81% | 47.6 | 100.00% | +53.13% | 0.00% | 0.00% | 0.00% | 33:10 | 30:39 | 30:39 | 34:18 | 34:33 | 34:33 | 03:54 | 02:53 |
 | Abyssal Blade | 3 | 0.81% | 46.4 | 100.00% | +53.13% | 0.00% | 0.00% | 0.00% | 34:19 | 32:00 | 32:00 | 35:04 | 35:54 | 35:54 | 03:54 | 02:53 |
 | Boots of Travel | 3 | 0.81% | 45.2 | 100.00% | +53.13% | 0.00% | 0.00% | 0.00% | 41:46 | 36:07 | 36:07 | 44:24 | 44:48 | 44:48 | 08:41 | 06:25 |
 | Shiva's Guard | 5 | 1.35% | 44.0 | 80.00% | +33.15% | +20.00% | +20.00% | 0.00% | 35:16 | 22:11 | 22:11 | 40:59 | 41:00 | 45:36 | 18:49 | 13:56 |
 | Swift Blink | 5 | 1.35% | 42.9 | 80.00% | +33.15% | +20.00% | -80.00% | 0.00% | 37:05 | 23:35 | 23:35 | 37:59 | 38:31 | 49:34 | 14:56 | 11:03 |
 | Shadow Blade | 33 | 8.92% | 41.7 | 42.42% | -5.35% | -17.42% | -29.92% | -0.72% | 32:44 | 15:59 | 24:21 | 29:17 | 41:41 | 54:51 | 17:20 | 12:50 |
 | Nullifier | 8 | 2.16% | 40.5 | 62.50% | +15.54% | +37.50% | -62.50% | 0.00% | 35:19 | 22:10 | 23:57 | 33:40 | 38:17 | 51:22 | 14:20 | 10:37 |
 | Silver Edge | 17 | 4.59% | 39.3 | 47.06% | -0.25% | -22.06% | -22.06% | 0.00% | 35:42 | 18:46 | 26:42 | 37:15 | 39:32 | 1:04:41 | 12:50 | 09:30 |
 | Crystalys | 21 | 5.68% | 38.1 | 42.86% | -4.70% | -22.86% | -22.86% | 0.00% | 31:18 | 17:51 | 25:44 | 31:11 | 34:20 | 48:45 | 08:36 | 06:22 |
 | Hood of Defiance | 6 | 1.62% | 36.9 | 66.67% | +19.69% | -16.67% | +33.33% | 0.00% | 18:09 | 08:48 | 11:01 | 13:42 | 23:42 | 30:04 | 12:41 | 09:23 |
 | Aeon Disk | 6 | 1.62% | 35.7 | 66.67% | +19.69% | -16.67% | +33.33% | 0.00% | 44:39 | 35:41 | 37:43 | 42:04 | 43:20 | 1:06:10 | 05:37 | 04:09 |
 | Hand of Midas | 7 | 1.89% | 34.5 | 57.14% | +10.03% | -57.14% | +42.86% | 0.00% | 22:13 | 08:36 | 15:02 | 16:13 | 16:26 | 59:47 | 01:24 | 01:02 |
 | Desolator | 2 | 0.54% | 33.3 | 100.00% | +52.99% | 0.00% | 0.00% | 0.00% | 40:04 | 32:31 | 32:31 | 47:37 | 47:37 | 47:37 | 15:06 | 11:11 |
 | Eye of Skadi | 2 | 0.54% | 32.1 | 100.00% | +52.99% | 0.00% | 0.00% | 0.00% | 28:53 | 27:49 | 27:49 | 29:57 | 29:57 | 29:57 | 02:08 | 01:34 |
 | Aghanim's Scepter | 8 | 2.16% | 31.0 | 50.00% | +2.76% | 0.00% | 0.00% | 0.00% | 34:50 | 19:37 | 26:36 | 29:58 | 37:48 | 1:07:47 | 11:12 | 08:17 |
 | Lotus Orb | 9 | 2.43% | 29.8 | 44.44% | -2.93% | +5.56% | -44.44% | 0.00% | 31:51 | 25:03 | 25:07 | 30:31 | 31:36 | 52:13 | 06:29 | 04:48 |
 | Scythe of Vyse | 9 | 2.43% | 28.6 | 44.44% | -2.93% | +5.56% | +5.56% | 0.00% | 46:34 | 38:36 | 39:15 | 43:16 | 49:23 | 60:59 | 10:08 | 07:30 |
 | Boots of Travel 2 | 3 | 0.81% | 27.4 | 66.67% | +19.53% | +33.33% | 0.00% | 0.00% | 54:40 | 43:26 | 43:26 | 54:16 | 1:06:17 | 1:06:17 | 22:51 | 16:55 |
 | Ring of Basilius | 3 | 0.81% | 26.2 | 66.67% | +19.53% | +33.33% | 0.00% | 0.00% | 24:50 | 18:41 | 18:41 | 21:14 | 34:36 | 34:36 | 15:55 | 11:47 |
 | Butterfly | 3 | 0.81% | 25.0 | 66.67% | +19.53% | -66.67% | 0.00% | 0.00% | 36:39 | 32:37 | 32:37 | 35:34 | 41:45 | 41:45 | 09:08 | 06:45 |
 | Blight Stone | 4 | 1.08% | 23.8 | 50.00% | +2.73% | -50.00% | +50.00% | 0.00% | 28:16 | 17:35 | 17:35 | 17:35 | 30:17 | 47:37 | 12:42 | 09:24 |
 | Urn of Shadows | 1 | 0.27% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:41 | 11:41 | 11:41 | 11:41 | 11:41 | 11:41 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.27% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.27% | 20.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.27% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.27% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 1.35% | 16.7 | 40.00% | -7.40% | +60.00% | +60.00% | 0.00% | 33:13 | 20:34 | 20:34 | 34:39 | 34:39 | 43:07 | 14:05 | 10:25 |
 | Sange and Yasha | 2 | 0.54% | 15.5 | 50.00% | +2.72% | +50.00% | 0.00% | 0.00% | 18:27 | 16:25 | 16:25 | 20:29 | 20:29 | 20:29 | 04:04 | 03:00 |
 | Monkey King Bar | 2 | 0.54% | 14.3 | 50.00% | +2.72% | +50.00% | 0.00% | 0.00% | 39:05 | 29:46 | 29:46 | 48:24 | 48:24 | 48:24 | 18:38 | 13:48 |
 | Soul Ring | 2 | 0.54% | 13.1 | 50.00% | +2.72% | +50.00% | 0.00% | 0.00% | 08:22 | 06:26 | 06:26 | 10:18 | 10:18 | 10:18 | 03:52 | 02:51 |
 | Javelin | 3 | 0.81% | 11.9 | 33.33% | -14.08% | +66.67% | 0.00% | 0.00% | 36:03 | 28:54 | 28:54 | 34:05 | 45:11 | 45:11 | 16:17 | 12:03 |
 | Medallion of Courage | 3 | 0.81% | 10.7 | 33.33% | -14.08% | -33.33% | 0.00% | 0.00% | 21:49 | 17:35 | 17:35 | 17:35 | 30:17 | 30:17 | 12:42 | 09:24 |
 | Crown | 3 | 0.81% | 9.5 | 33.33% | -14.08% | -33.33% | 0.00% | 0.00% | 23:40 | 19:20 | 19:20 | 21:23 | 30:17 | 30:17 | 10:57 | 08:06 |
 | Solar Crest | 3 | 0.81% | 8.3 | 33.33% | -14.08% | -33.33% | 0.00% | 0.00% | 24:20 | 19:21 | 19:21 | 23:10 | 30:29 | 30:29 | 11:08 | 08:14 |
 | Mage Slayer | 4 | 1.08% | 7.1 | 25.00% | -22.54% | -25.00% | -25.00% | 0.00% | 38:53 | 32:39 | 32:39 | 37:07 | 38:06 | 47:39 | 05:27 | 04:02 |
 | Orchid Malevolence | 4 | 1.08% | 6.0 | 25.00% | -22.54% | -25.00% | -25.00% | 0.00% | 36:36 | 30:32 | 30:32 | 32:52 | 35:22 | 47:36 | 04:50 | 03:34 |
 | Ghost Scepter | 4 | 1.08% | 4.8 | 25.00% | -22.54% | +75.00% | -25.00% | 0.00% | 33:24 | 28:33 | 28:33 | 31:30 | 33:35 | 39:57 | 05:02 | 03:43 |
 | Bloodthorn | 4 | 1.08% | 3.6 | 25.00% | -22.54% | -25.00% | -25.00% | 0.00% | 39:34 | 32:52 | 32:52 | 38:22 | 39:22 | 47:39 | 06:30 | 04:48 |
 | Tranquil Boots | 1 | 0.27% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.27% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 00:00 | 00:00 |