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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 | |
 | Swift Blink | 46 | 19.25% | 100.0 | 80.43% | +37.42% | +11.24% | -25.88% | -4.56% | 40:03 | 28:19 | 34:42 | 37:15 | 42:50 | 1:07:11 | 08:08 | 06:01 |
 | Satanic | 82 | 34.31% | 98.7 | 67.07% | +25.67% | -0.40% | -12.07% | -1.84% | 34:49 | 23:22 | 31:29 | 34:31 | 37:50 | 45:51 | 06:21 | 04:42 |
 | Harpoon | 98 | 41.00% | 97.5 | 65.31% | +25.59% | +2.69% | -23.64% | -3.35% | 28:19 | 12:32 | 23:54 | 28:38 | 31:46 | 42:54 | 07:52 | 05:49 |
 | Orchid Malevolence | 25 | 10.46% | 96.2 | 76.00% | +28.80% | +7.33% | -26.00% | -4.15% | 32:37 | 22:47 | 25:57 | 32:54 | 33:59 | 51:29 | 08:02 | 05:57 |
 | Bloodthorn | 25 | 10.46% | 94.9 | 76.00% | +28.80% | +7.33% | -26.00% | -5.49% | 33:30 | 22:47 | 28:21 | 33:16 | 34:25 | 51:38 | 06:04 | 04:29 |
 | Diadem | 97 | 40.59% | 93.7 | 63.92% | +23.07% | -1.42% | -30.59% | -3.48% | 27:19 | 12:05 | 22:49 | 27:51 | 31:12 | 39:43 | 08:23 | 06:12 |
 | Cornucopia | 37 | 15.48% | 92.4 | 70.27% | +23.74% | +7.51% | -25.83% | -2.02% | 38:42 | 22:32 | 29:13 | 37:39 | 45:41 | 1:09:23 | 16:28 | 12:11 |
 | Silver Edge | 100 | 41.84% | 91.1 | 61.00% | +18.55% | -1.00% | -13.00% | -3.41% | 27:57 | 18:04 | 25:16 | 27:09 | 28:47 | 50:38 | 03:31 | 02:36 |
 | Crystalys | 153 | 64.02% | 89.9 | 58.17% | +22.12% | +7.62% | -10.80% | -3.99% | 25:47 | 13:44 | 22:39 | 24:29 | 27:16 | 49:51 | 04:37 | 03:25 |
 | Overwhelming Blink | 20 | 8.37% | 88.6 | 75.00% | +27.05% | +5.00% | -35.00% | -4.82% | 39:54 | 29:47 | 34:13 | 38:48 | 42:31 | 58:48 | 08:18 | 06:08 |
 | Shadow Blade | 105 | 43.93% | 87.3 | 59.05% | +15.77% | +2.49% | -9.05% | -2.56% | 26:12 | 16:37 | 23:12 | 25:37 | 27:42 | 48:59 | 04:30 | 03:20 |
 | Aghanim's Scepter | 6 | 2.51% | 86.1 | 100.00% | +51.07% | 0.00% | 0.00% | 0.00% | 54:41 | 35:58 | 47:20 | 51:27 | 1:02:45 | 1:14:37 | 15:25 | 11:25 |
 | Buckler | 59 | 24.69% | 84.8 | 61.02% | +14.35% | -7.69% | +18.98% | 3.17% | 28:42 | -01:29 | 24:20 | 27:49 | 32:45 | 47:52 | 08:25 | 06:14 |
 | Assault Cuirass | 50 | 20.92% | 83.5 | 62.00% | +14.91% | -0.46% | +21.33% | 2.89% | 30:31 | 21:40 | 26:07 | 28:30 | 33:39 | 48:16 | 07:32 | 05:34 |
 | Daedalus | 41 | 17.15% | 82.3 | 63.41% | +15.94% | +6.59% | -3.41% | -1.96% | 29:35 | 19:56 | 26:00 | 29:05 | 31:06 | 44:38 | 05:06 | 03:46 |
 | Ring of Protection | 60 | 25.10% | 81.0 | 60.00% | +13.07% | -6.67% | +20.00% | 3.16% | 28:26 | -01:29 | 24:11 | 27:35 | 32:37 | 47:52 | 08:26 | 06:14 |
 | Moon Shard | 16 | 6.69% | 79.7 | 75.00% | +26.57% | -25.00% | 0.00% | 1.49% | 53:18 | 38:00 | 43:07 | 54:24 | 59:54 | 1:04:17 | 16:47 | 12:25 |
 | Magic Wand | 162 | 67.78% | 78.5 | 53.70% | +10.84% | -14.68% | +11.30% | 2.90% | 06:26 | -01:29 | 01:31 | 05:28 | 10:28 | 20:33 | 08:57 | 06:37 |
 | Mage Slayer | 36 | 15.06% | 77.2 | 63.89% | +16.11% | +25.00% | -19.45% | -3.81% | 29:06 | 16:44 | 22:01 | 27:46 | 33:41 | 51:38 | 11:40 | 08:38 |
 | Black King Bar | 204 | 85.36% | 75.9 | 51.47% | +8.61% | +7.35% | -22.06% | -10.76% | 19:25 | 15:19 | 17:42 | 19:05 | 20:26 | 31:13 | 02:44 | 02:01 |
 | Morbid Mask | 216 | 90.38% | 74.7 | 50.93% | +7.45% | -2.78% | +4.63% | 4.63% | 08:06 | 04:52 | 06:43 | 07:33 | 08:19 | 40:17 | 01:36 | 01:11 |
 | Boots of Speed | 239 | 100.00% | 73.4 | 50.21% | +50.21% | +11.46% | -3.54% | -9.38% | 03:55 | -01:29 | 03:02 | 03:49 | 04:38 | 10:00 | 01:36 | 01:11 |
 | Mask of Madness | 212 | 88.70% | 72.2 | 50.47% | +2.32% | +6.13% | -16.51% | -15.80% | 09:32 | 07:19 | 08:48 | 09:21 | 10:14 | 15:25 | 01:26 | 01:03 |
 | Echo Sabre | 217 | 90.79% | 70.9 | 50.23% | +0.23% | +7.18% | -20.60% | -20.84% | 13:16 | 08:22 | 12:33 | 13:14 | 13:53 | 19:25 | 01:20 | 00:59 |
 | Blink Dagger | 183 | 76.57% | 69.6 | 50.82% | +2.61% | +12.22% | -16.04% | -4.66% | 19:18 | 12:31 | 15:21 | 17:00 | 21:25 | 52:56 | 06:04 | 04:29 |
 | Aghanim's Shard | 78 | 32.64% | 68.4 | 55.13% | +7.30% | -5.13% | -2.50% | 0.23% | 32:40 | 15:52 | 26:55 | 32:10 | 38:22 | 59:37 | 11:27 | 08:28 |
 | Magic Stick | 210 | 87.87% | 67.1 | 50.00% | -1.72% | -8.49% | +5.77% | 14.26% | -00:01 | -01:30 | -01:29 | -01:29 | -01:26 | 18:52 | 00:03 | 00:02 |
 | Quelling Blade | 219 | 91.63% | 65.8 | 49.32% | -10.68% | -2.05% | -2.05% | 0.00% | -01:11 | -01:30 | -01:29 | -01:29 | -01:29 | 46:29 | 00:00 | 00:00 |
 | Aghanim's Blessing | 5 | 2.09% | 64.6 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 58:26 | 47:20 | 47:20 | 56:00 | 1:02:45 | 1:14:37 | 15:25 | 11:25 |
 | Boots of Travel 2 | 5 | 2.09% | 63.3 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 45:45 | 42:59 | 42:59 | 47:12 | 47:36 | 47:56 | 04:37 | 03:25 |
 | Power Treads | 161 | 67.36% | 62.0 | 48.45% | -5.40% | +16.55% | -10.95% | -22.60% | 05:50 | 03:37 | 05:07 | 05:46 | 06:20 | 09:51 | 01:13 | 00:54 |
 | Chainmail | 60 | 25.10% | 60.8 | 53.33% | +4.17% | -26.66% | -6.66% | 9.16% | 05:02 | 01:23 | 03:32 | 04:37 | 05:43 | 21:11 | 02:11 | 01:37 |
 | Phase Boots | 58 | 24.27% | 59.5 | 53.45% | +4.28% | +6.55% | -24.88% | -23.28% | 06:02 | 03:59 | 05:19 | 05:57 | 06:40 | 08:57 | 01:21 | 01:00 |
 | Linken's Sphere | 21 | 8.79% | 58.2 | 61.90% | +12.82% | +18.10% | -41.90% | -3.82% | 36:19 | 23:39 | 27:48 | 36:05 | 43:31 | 50:27 | 15:43 | 11:38 |
 | Butterfly | 9 | 3.77% | 57.0 | 77.78% | +28.65% | +22.22% | -27.78% | 0.00% | 36:15 | 28:00 | 29:22 | 36:34 | 39:28 | 42:14 | 10:06 | 07:28 |
 | Nullifier | 19 | 7.95% | 55.7 | 63.16% | +14.07% | +16.84% | -43.16% | -3.40% | 35:12 | 22:10 | 26:03 | 30:17 | 43:43 | 1:09:11 | 17:40 | 13:05 |
 | Helm of Iron Will | 19 | 7.95% | 54.4 | 63.16% | +14.07% | +16.84% | -43.16% | -3.07% | 33:59 | 20:27 | 23:52 | 28:12 | 43:26 | 1:09:11 | 19:34 | 14:29 |
 | Void Stone | 17 | 7.11% | 53.2 | 64.71% | +15.61% | +10.29% | -14.71% | -1.97% | 31:33 | 23:20 | 24:05 | 31:42 | 36:48 | 47:04 | 12:43 | 09:25 |
 | Ring of Health | 11 | 4.60% | 51.9 | 72.73% | +23.61% | +27.27% | -39.40% | 0.00% | 36:25 | 22:42 | 28:29 | 32:46 | 38:34 | 58:21 | 10:05 | 07:28 |
 | Wind Lace | 30 | 12.55% | 50.6 | 53.33% | +3.57% | +9.17% | -10.47% | -4.13% | 12:48 | -01:29 | 09:15 | 11:09 | 14:00 | 34:38 | 04:45 | 03:31 |
 | Bracer | 49 | 20.50% | 49.4 | 46.94% | -4.11% | -5.27% | -13.61% | -7.82% | 03:05 | -01:29 | 01:35 | 02:13 | 02:39 | 26:13 | 01:04 | 00:47 |
 | Refresher Orb | 13 | 5.44% | 48.1 | 61.54% | +11.98% | +5.13% | +5.13% | 0.00% | 49:55 | 32:17 | 44:05 | 47:04 | 53:46 | 1:09:24 | 09:41 | 07:10 |
 | Arcane Boots | 3 | 1.26% | 46.8 | 100.00% | +50.42% | 0.00% | 0.00% | 0.00% | 22:44 | 09:19 | 09:19 | 22:54 | 35:59 | 35:59 | 26:40 | 19:45 |
 | Vladmir's Offering | 3 | 1.26% | 45.6 | 100.00% | +50.42% | 0.00% | 0.00% | 0.00% | 33:48 | 27:01 | 27:01 | 34:06 | 40:17 | 40:17 | 13:16 | 09:49 |
 | Force Staff | 10 | 4.18% | 44.3 | 60.00% | +10.22% | +6.67% | -10.00% | 0.00% | 28:39 | 18:31 | 22:01 | 23:51 | 31:32 | 43:49 | 09:31 | 07:02 |
 | Tranquil Boots | 11 | 4.60% | 43.0 | 54.55% | +4.55% | +12.12% | -21.22% | 0.00% | 19:56 | 10:54 | 12:23 | 14:20 | 22:44 | 36:55 | 10:21 | 07:40 |
 | Fluffy Hat | 11 | 4.60% | 41.8 | 54.55% | +4.55% | +12.12% | -21.22% | 0.00% | 18:47 | 10:41 | 10:56 | 14:49 | 20:54 | 43:27 | 09:58 | 07:22 |
 | Monkey King Bar | 30 | 12.55% | 40.5 | 36.67% | -15.48% | -11.67% | +6.19% | 2.15% | 37:15 | 27:02 | 32:37 | 35:19 | 40:55 | 1:07:27 | 08:18 | 06:08 |
 | Javelin | 31 | 12.97% | 39.2 | 35.48% | -16.92% | -10.48% | +2.02% | 1.66% | 36:35 | 25:31 | 32:16 | 35:07 | 39:48 | 1:07:04 | 07:32 | 05:34 |
 | Sange | 7 | 2.93% | 38.0 | 57.14% | +7.14% | +42.86% | +42.86% | 0.00% | 16:07 | 11:43 | 15:26 | 17:09 | 17:12 | 18:20 | 01:46 | 01:18 |
 | Wraith Band | 21 | 8.79% | 36.7 | 38.10% | -13.28% | +21.90% | +1.90% | -20.00% | 03:33 | -00:15 | 01:34 | 02:09 | 02:24 | 32:41 | 00:50 | 00:37 |
 | Headdress | 2 | 0.84% | 35.4 | 100.00% | +50.21% | 0.00% | 0.00% | 0.00% | 25:08 | 16:15 | 16:15 | 34:01 | 34:01 | 34:01 | 17:46 | 13:09 |
 | Ring of Basilius | 2 | 0.84% | 34.2 | 100.00% | +50.21% | 0.00% | 0.00% | 0.00% | 32:48 | 25:18 | 25:18 | 40:17 | 40:17 | 40:17 | 14:59 | 11:05 |
 | Hood of Defiance | 2 | 0.84% | 32.9 | 100.00% | +50.21% | 0.00% | 0.00% | 0.00% | 31:09 | 30:02 | 30:02 | 32:16 | 32:16 | 32:16 | 02:14 | 01:39 |
 | Heaven's Halberd | 5 | 2.09% | 31.6 | 60.00% | +10.00% | -60.00% | +40.00% | 0.00% | 19:21 | 18:23 | 18:23 | 19:24 | 19:55 | 20:00 | 01:32 | 01:08 |
 | Sange and Yasha | 3 | 1.26% | 30.4 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 24:31 | 16:18 | 16:18 | 19:57 | 37:17 | 37:17 | 20:59 | 15:32 |
 | Drum of Endurance | 7 | 2.93% | 29.1 | 42.86% | -7.57% | +57.14% | +7.14% | 0.00% | 23:27 | 16:54 | 19:15 | 21:06 | 24:47 | 34:38 | 05:32 | 04:05 |
 | Battle Fury | 1 | 0.42% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:04 | 24:04 | 24:04 | 24:04 | 24:04 | 24:04 | 00:00 | 00:00 |
 | Disperser | 1 | 0.42% | 26.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.42% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.42% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.42% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.42% | 21.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.42% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.42% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.42% | 17.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:00 | 49:00 | 49:00 | 49:00 | 49:00 | 49:00 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.42% | 16.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.42% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.42% | 13.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.42% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Yasha | 2 | 0.84% | 11.4 | 50.00% | -0.21% | -50.00% | 0.00% | 0.00% | 16:35 | 13:30 | 13:30 | 19:39 | 19:39 | 19:39 | 06:09 | 04:33 |
 | Hand of Midas | 3 | 1.26% | 10.1 | 33.33% | -17.09% | -33.33% | 0.00% | 0.00% | 10:37 | 08:57 | 08:57 | 10:27 | 12:28 | 12:28 | 03:31 | 02:36 |
 | Boots of Bearing | 3 | 1.26% | 8.9 | 33.33% | -17.09% | +66.67% | 0.00% | 0.00% | 37:27 | 33:57 | 33:57 | 35:11 | 43:13 | 43:13 | 09:16 | 06:51 |
 | Aeon Disk | 1 | 0.42% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:28 | 57:28 | 57:28 | 57:28 | 57:28 | 57:28 | 00:00 | 00:00 |
 | Crown | 1 | 0.42% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.42% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.42% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.42% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.42% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |