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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 | |
 | Void Stone | 24 | 10.91% | 100.0 | 79.17% | +36.82% | -12.50% | +4.16% | 1.56% | 38:09 | 20:00 | 31:51 | 37:04 | 42:33 | 59:17 | 10:42 | 07:55 |
 | Buckler | 41 | 18.64% | 98.4 | 68.29% | +26.95% | -38.29% | +21.71% | 4.31% | 26:36 | 08:03 | 17:45 | 25:56 | 31:41 | 54:52 | 13:56 | 10:19 |
 | Guardian Greaves | 18 | 8.18% | 96.7 | 77.78% | +34.22% | -17.78% | -2.78% | 2.47% | 26:09 | 15:06 | 23:12 | 25:20 | 29:16 | 37:20 | 06:04 | 04:29 |
 | Vladmir's Offering | 12 | 5.45% | 95.1 | 83.33% | +39.10% | -16.66% | +16.67% | 4.11% | 40:26 | 33:28 | 35:02 | 36:52 | 43:09 | 54:53 | 08:07 | 06:00 |
 | Ring of Protection | 48 | 21.82% | 93.4 | 64.58% | +23.30% | -14.58% | +18.75% | 1.12% | 19:55 | -01:30 | -01:21 | 21:23 | 31:06 | 54:52 | 32:27 | 24:02 |
 | Wraith Pact | 6 | 2.73% | 91.8 | 100.00% | +55.14% | 0.00% | 0.00% | 0.00% | 45:22 | 37:40 | 40:09 | 40:58 | 51:52 | 57:44 | 11:43 | 08:40 |
 | Boots of Bearing | 33 | 15.00% | 90.2 | 66.67% | +23.89% | +8.33% | -16.67% | -1.84% | 32:06 | 17:02 | 23:59 | 29:15 | 37:34 | 1:14:40 | 13:35 | 10:03 |
 | Morbid Mask | 11 | 5.00% | 88.5 | 81.82% | +37.32% | -15.15% | +18.18% | 3.79% | 39:38 | 33:28 | 34:22 | 36:40 | 43:09 | 54:52 | 08:47 | 06:30 |
 | Ring of Health | 29 | 13.18% | 86.9 | 65.52% | +22.06% | -22.66% | +20.19% | 2.35% | 32:12 | 07:57 | 21:32 | 29:16 | 39:44 | 59:17 | 18:12 | 13:28 |
 | Arcane Boots | 118 | 53.64% | 85.2 | 53.39% | +15.15% | -6.72% | +8.68% | 3.31% | 13:36 | 04:46 | 10:37 | 12:55 | 15:16 | 38:42 | 04:39 | 03:26 |
 | Force Staff | 96 | 43.64% | 83.6 | 54.17% | +13.85% | +12.50% | -16.67% | -3.22% | 28:33 | 16:07 | 22:37 | 26:40 | 31:40 | 52:21 | 09:03 | 06:42 |
 | Magic Wand | 152 | 69.09% | 82.0 | 51.32% | +16.03% | +3.94% | -3.95% | -1.43% | 12:43 | -01:29 | 09:49 | 12:23 | 15:19 | 26:51 | 05:30 | 04:04 |
 | Headdress | 72 | 32.73% | 80.3 | 54.17% | +11.60% | +1.39% | -4.17% | -0.62% | 19:12 | 06:52 | 14:31 | 17:40 | 23:26 | 43:41 | 08:55 | 06:36 |
 | Fluffy Hat | 142 | 64.55% | 78.7 | 48.59% | +6.28% | +6.97% | -11.45% | -1.86% | 18:33 | 07:25 | 12:40 | 16:17 | 22:35 | 52:21 | 09:55 | 07:20 |
 | Lotus Orb | 16 | 7.27% | 77.0 | 68.75% | +24.14% | -18.75% | +6.25% | 3.17% | 38:41 | 20:32 | 32:01 | 37:10 | 39:54 | 59:18 | 07:53 | 05:50 |
 | Boots of Speed | 220 | 100.00% | 75.4 | 46.36% | +46.36% | +6.37% | -4.54% | -2.59% | 06:21 | -01:29 | 04:15 | 06:15 | 08:28 | 15:30 | 04:13 | 03:07 |
 | Glimmer Cape | 67 | 30.45% | 73.8 | 52.24% | +8.45% | +18.35% | -11.06% | -2.85% | 29:24 | 16:56 | 22:41 | 27:02 | 33:00 | 1:01:40 | 10:19 | 07:38 |
 | Magic Stick | 211 | 95.91% | 72.1 | 45.50% | -21.17% | -3.99% | -9.65% | -0.88% | 04:32 | -01:29 | -01:14 | 04:00 | 07:42 | 26:08 | 08:56 | 06:37 |
 | Drum of Endurance | 63 | 28.64% | 70.5 | 50.79% | +6.20% | +11.71% | +5.46% | -0.69% | 22:59 | 11:09 | 16:35 | 21:26 | 25:36 | 1:13:41 | 09:01 | 06:40 |
 | Mekansm | 36 | 16.36% | 68.9 | 55.56% | +10.99% | 0.00% | -11.12% | -2.18% | 21:00 | 11:37 | 18:20 | 20:59 | 23:26 | 31:40 | 05:06 | 03:46 |
 | Tranquil Boots | 71 | 32.27% | 67.2 | 49.30% | +4.33% | -10.41% | +0.70% | 1.03% | 20:07 | 07:16 | 12:48 | 16:55 | 23:34 | 1:08:46 | 10:46 | 07:58 |
 | Holy Locket | 26 | 11.82% | 65.6 | 57.69% | +12.84% | +13.74% | +8.98% | -0.68% | 24:31 | 15:32 | 19:30 | 23:08 | 26:30 | 41:19 | 07:00 | 05:11 |
 | Aether Lens | 4 | 1.82% | 63.9 | 100.00% | +54.63% | 0.00% | 0.00% | 0.00% | 40:01 | 36:57 | 36:57 | 40:04 | 40:29 | 42:33 | 03:32 | 02:37 |
 | Linken's Sphere | 4 | 1.82% | 62.3 | 100.00% | +54.63% | 0.00% | 0.00% | 0.00% | 54:40 | 40:52 | 40:52 | 47:27 | 52:52 | 1:17:27 | 12:00 | 08:53 |
 | Wind Lace | 145 | 65.91% | 60.7 | 43.45% | -8.55% | -7.34% | -4.56% | 0.22% | 08:16 | -01:30 | 00:02 | 05:48 | 12:43 | 1:08:20 | 12:41 | 09:23 |
 | Chainmail | 60 | 27.27% | 59.0 | 48.33% | +2.70% | -15.00% | +25.00% | 7.67% | 18:06 | 04:52 | 14:08 | 16:57 | 19:21 | 39:35 | 05:13 | 03:51 |
 | Ring of Basilius | 14 | 6.36% | 57.4 | 64.29% | +19.14% | -39.29% | +35.71% | 4.49% | 32:40 | 02:07 | 26:27 | 34:04 | 43:09 | 54:52 | 16:42 | 12:22 |
 | Hood of Defiance | 9 | 4.09% | 55.7 | 66.67% | +21.17% | -16.67% | +33.33% | 0.00% | 25:56 | 09:58 | 13:05 | 27:06 | 29:25 | 45:17 | 16:20 | 12:05 |
 | Pipe of Insight | 7 | 3.18% | 54.1 | 71.43% | +25.89% | +28.57% | +28.57% | 0.00% | 27:15 | 14:38 | 17:27 | 27:59 | 28:19 | 45:21 | 10:52 | 08:02 |
 | Diadem | 3 | 1.36% | 52.5 | 100.00% | +54.38% | 0.00% | 0.00% | 0.00% | 20:39 | 16:52 | 16:52 | 21:28 | 23:38 | 23:38 | 06:46 | 05:00 |
 | Ghost Scepter | 32 | 14.55% | 50.8 | 43.75% | -3.06% | -6.25% | -18.75% | -1.16% | 32:15 | 18:05 | 27:20 | 30:41 | 38:06 | 51:03 | 10:46 | 07:58 |
 | Crown | 15 | 6.82% | 49.2 | 53.33% | +7.48% | -28.33% | +21.67% | 3.60% | 27:34 | 15:22 | 20:42 | 25:31 | 34:35 | 42:39 | 13:53 | 10:17 |
 | Black King Bar | 10 | 4.55% | 47.5 | 60.00% | +14.29% | -26.67% | +40.00% | 0.00% | 40:45 | 25:54 | 29:28 | 34:10 | 42:32 | 1:11:07 | 13:04 | 09:40 |
 | Solar Crest | 13 | 5.91% | 45.9 | 53.85% | +7.96% | -20.52% | +46.15% | 4.08% | 29:02 | 17:40 | 19:29 | 26:01 | 35:50 | 44:46 | 16:21 | 12:06 |
 | Medallion of Courage | 16 | 7.27% | 44.3 | 50.00% | +3.92% | 0.00% | +25.00% | 1.32% | 24:00 | 11:14 | 14:44 | 19:20 | 33:39 | 39:36 | 18:55 | 14:00 |
 | Orb of Venom | 6 | 2.73% | 42.6 | 66.67% | +20.88% | +33.33% | -66.67% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:20 | 00:00 | 00:00 |
 | Blight Stone | 15 | 6.82% | 41.0 | 46.67% | +0.33% | +3.33% | +28.33% | 1.63% | 23:10 | 10:10 | 14:44 | 19:20 | 30:05 | 39:36 | 15:21 | 11:22 |
 | Quelling Blade | 12 | 5.45% | 39.3 | 50.00% | +3.85% | -16.67% | +16.67% | 2.51% | 08:10 | -01:29 | -01:29 | 07:47 | 14:46 | 21:06 | 16:15 | 12:02 |
 | Wraith Band | 10 | 4.55% | 37.7 | 50.00% | +3.81% | -16.67% | 0.00% | 0.00% | 30:04 | 14:34 | 24:35 | 29:18 | 33:14 | 51:08 | 08:39 | 06:24 |
 | Aeon Disk | 7 | 3.18% | 36.1 | 57.14% | +11.13% | +42.86% | -57.14% | 0.00% | 45:37 | 35:23 | 38:42 | 43:07 | 53:19 | 55:41 | 14:37 | 10:49 |
 | Scythe of Vyse | 2 | 0.91% | 34.4 | 100.00% | +54.13% | 0.00% | 0.00% | 0.00% | 56:25 | 43:30 | 43:30 | 1:09:20 | 1:09:20 | 1:09:20 | 25:50 | 19:08 |
 | Boots of Travel | 2 | 0.91% | 32.8 | 100.00% | +54.13% | 0.00% | 0.00% | 0.00% | 59:10 | 55:29 | 55:29 | 1:02:50 | 1:02:50 | 1:02:50 | 07:21 | 05:26 |
 | Heaven's Halberd | 3 | 1.36% | 31.1 | 66.67% | +20.59% | +33.33% | 0.00% | 0.00% | 52:47 | 34:04 | 34:04 | 57:55 | 1:06:21 | 1:06:21 | 32:17 | 23:54 |
 | Sange | 3 | 1.36% | 29.5 | 66.67% | +20.59% | +33.33% | 0.00% | 0.00% | 51:31 | 33:29 | 33:29 | 56:40 | 1:04:23 | 1:04:23 | 30:54 | 22:53 |
 | Bracer | 3 | 1.36% | 27.9 | 66.67% | +20.59% | -66.67% | 0.00% | 0.00% | 17:59 | 14:24 | 14:24 | 18:41 | 20:53 | 20:53 | 06:29 | 04:48 |
 | Kaya | 1 | 0.45% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.45% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Cornucopia | 1 | 0.45% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 00:00 | 00:00 |
 | Blink Dagger | 5 | 2.27% | 21.3 | 40.00% | -6.51% | +60.00% | -40.00% | 0.00% | 33:55 | 21:01 | 21:01 | 36:07 | 36:58 | 39:27 | 15:57 | 11:48 |
 | Aghanim's Shard | 8 | 3.64% | 19.7 | 25.00% | -22.17% | -25.00% | -25.00% | 0.00% | 24:20 | 15:21 | 15:44 | 21:28 | 29:13 | 37:02 | 13:29 | 09:59 |
 | Rod of Atos | 2 | 0.91% | 18.0 | 50.00% | +3.67% | +50.00% | 0.00% | 0.00% | 36:19 | 29:49 | 29:49 | 42:48 | 42:48 | 42:48 | 12:59 | 09:37 |
 | Aghanim's Scepter | 2 | 0.91% | 16.4 | 50.00% | +3.67% | -50.00% | 0.00% | 0.00% | 30:01 | 26:16 | 26:16 | 33:45 | 33:45 | 33:45 | 07:29 | 05:32 |
 | Crimson Guard | 3 | 1.36% | 14.8 | 0.00% | -47.00% | 0.00% | 0.00% | 0.00% | 28:08 | 15:48 | 15:48 | 32:43 | 35:53 | 35:53 | 20:05 | 14:52 |
 | Radiance | 1 | 0.45% | 13.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:38 | 20:38 | 20:38 | 20:38 | 20:38 | 20:38 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.45% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.45% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.45% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 00:00 | 00:00 |
 | Phase Boots | 6 | 2.73% | 6.6 | 0.00% | -47.66% | 0.00% | 0.00% | 0.00% | 11:34 | 07:04 | 08:19 | 11:47 | 13:37 | 15:49 | 05:18 | 03:55 |
 | Bottle | 1 | 0.45% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 00:00 | 00:00 |
 | Helm of Iron Will | 4 | 1.82% | 3.3 | 0.00% | -47.22% | 0.00% | 0.00% | 0.00% | 22:42 | 14:35 | 14:35 | 20:45 | 23:10 | 32:16 | 08:35 | 06:21 |
 | Vanguard | 3 | 1.36% | 1.6 | 0.00% | -47.00% | 0.00% | 0.00% | 0.00% | 23:10 | 09:49 | 09:49 | 29:04 | 30:38 | 30:38 | 20:49 | 15:25 |