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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 | |
 | Blink Dagger | 16 | 18.39% | 100.0 | 81.25% | +41.81% | -6.25% | +18.75% | 2.90% | 32:23 | 23:22 | 27:05 | 30:33 | 35:43 | 45:09 | 08:38 | 06:23 |
 | Wind Lace | 59 | 67.82% | 98.1 | 52.54% | +16.83% | +7.46% | -5.87% | -1.25% | 15:15 | 01:34 | 09:13 | 15:53 | 19:54 | 29:10 | 10:41 | 07:54 |
 | Glimmer Cape | 17 | 19.54% | 96.2 | 64.71% | +21.85% | -14.71% | +10.29% | 2.77% | 28:35 | 20:02 | 23:59 | 28:26 | 33:01 | 35:44 | 09:02 | 06:41 |
 | Boots of Speed | 83 | 95.40% | 94.3 | 48.19% | +23.19% | -0.57% | -0.57% | 0.00% | 07:29 | 03:27 | 05:15 | 06:27 | 08:46 | 31:15 | 03:31 | 02:36 |
 | Magic Stick | 82 | 94.25% | 92.5 | 47.56% | +7.56% | +9.58% | +7.44% | -0.55% | 02:44 | -01:29 | -01:29 | 01:54 | 05:21 | 20:25 | 06:50 | 05:03 |
 | Magic Wand | 75 | 86.21% | 90.6 | 48.00% | +6.33% | +4.63% | -0.63% | -1.14% | 07:40 | 02:02 | 04:09 | 06:22 | 08:47 | 21:07 | 04:38 | 03:25 |
 | Crown | 49 | 56.32% | 88.7 | 51.02% | +8.91% | +23.98% | -9.35% | -4.33% | 16:22 | 03:26 | 12:10 | 17:52 | 19:52 | 30:21 | 07:42 | 05:42 |
 | Scythe of Vyse | 6 | 6.90% | 86.8 | 83.33% | +38.89% | +16.67% | +16.67% | 0.00% | 46:21 | 38:42 | 42:18 | 45:45 | 49:45 | 53:51 | 07:27 | 05:31 |
 | Drum of Endurance | 6 | 6.90% | 84.9 | 83.33% | +38.89% | -33.33% | +16.67% | 0.00% | 27:42 | 14:27 | 25:07 | 26:38 | 33:53 | 36:48 | 08:46 | 06:29 |
 | Blight Stone | 44 | 50.57% | 83.0 | 50.00% | +5.81% | +22.73% | +22.73% | 0.00% | 16:13 | 06:55 | 12:51 | 15:10 | 18:17 | 28:32 | 05:26 | 04:01 |
 | Medallion of Courage | 44 | 50.57% | 81.1 | 50.00% | +5.81% | +13.64% | +13.64% | 0.00% | 16:48 | 09:47 | 13:34 | 16:34 | 18:36 | 30:22 | 05:02 | 03:43 |
 | Chainmail | 44 | 50.57% | 79.2 | 50.00% | +5.81% | +13.64% | +22.73% | 1.76% | 15:41 | 08:36 | 12:40 | 14:23 | 17:50 | 27:33 | 05:10 | 03:49 |
 | Solar Crest | 42 | 48.28% | 77.4 | 50.00% | +5.56% | +22.73% | 0.00% | -3.91% | 21:51 | 13:03 | 18:21 | 21:33 | 24:10 | 32:14 | 05:49 | 04:18 |
 | Arcane Boots | 41 | 47.13% | 75.5 | 48.78% | +3.13% | +21.22% | +1.22% | -3.26% | 15:05 | 07:09 | 10:46 | 12:51 | 16:54 | 40:03 | 06:08 | 04:32 |
 | Null Talisman | 15 | 17.24% | 73.6 | 60.00% | +15.56% | -10.00% | +15.00% | 8.62% | 03:00 | 00:45 | 01:09 | 02:47 | 04:03 | 06:20 | 02:54 | 02:08 |
 | Void Stone | 43 | 49.43% | 71.7 | 46.51% | -1.22% | -10.15% | -1.06% | 0.85% | 18:52 | 06:24 | 12:46 | 17:41 | 23:27 | 41:11 | 10:41 | 07:54 |
 | Tranquil Boots | 11 | 12.64% | 69.8 | 63.64% | +18.90% | -30.31% | +3.03% | 3.80% | 20:00 | 08:17 | 15:33 | 19:54 | 24:19 | 27:23 | 08:46 | 06:29 |
 | Veil of Discord | 7 | 8.05% | 67.9 | 71.43% | +26.43% | +28.57% | +28.57% | 0.00% | 17:20 | 09:23 | 14:51 | 18:58 | 19:05 | 22:11 | 04:14 | 03:08 |
 | Ring of Basilius | 7 | 8.05% | 66.0 | 71.43% | +26.43% | +28.57% | -21.43% | -4.75% | 14:11 | 06:19 | 08:33 | 15:25 | 19:04 | 20:17 | 10:31 | 07:47 |
 | Force Staff | 27 | 31.03% | 64.2 | 48.15% | +1.48% | -33.86% | -5.29% | 5.00% | 27:01 | 17:58 | 23:28 | 25:49 | 29:11 | 41:48 | 05:43 | 04:14 |
 | Eul's Scepter of Divinity | 5 | 5.75% | 62.3 | 80.00% | +34.88% | +20.00% | +20.00% | 0.00% | 25:10 | 20:00 | 20:00 | 24:28 | 27:46 | 33:30 | 07:46 | 05:45 |
 | Ghost Scepter | 10 | 11.49% | 60.4 | 60.00% | +14.55% | +6.67% | +40.00% | 5.01% | 24:55 | 16:21 | 21:10 | 23:31 | 27:49 | 38:49 | 06:39 | 04:55 |
 | Fluffy Hat | 50 | 57.47% | 58.5 | 38.00% | -21.46% | +8.15% | -13.00% | -2.12% | 16:01 | -01:29 | 10:22 | 15:27 | 20:21 | 33:41 | 09:59 | 07:23 |
 | Ring of Protection | 29 | 33.33% | 56.6 | 41.38% | -8.62% | -27.09% | +1.48% | 4.74% | 14:34 | 04:50 | 09:55 | 13:53 | 15:57 | 40:35 | 06:02 | 04:28 |
 | Phylactery | 11 | 12.64% | 54.7 | 54.55% | +8.50% | +12.12% | -21.22% | -8.62% | 18:49 | 13:38 | 14:51 | 17:35 | 18:43 | 34:21 | 03:52 | 02:51 |
 | Pavise | 26 | 29.89% | 52.8 | 42.31% | -6.87% | -28.02% | +7.69% | 5.64% | 16:43 | 09:50 | 12:19 | 16:22 | 18:39 | 27:21 | 06:20 | 04:41 |
 | Diadem | 12 | 13.79% | 50.9 | 50.00% | +3.33% | +16.67% | -50.00% | -20.00% | 19:33 | 09:28 | 11:10 | 13:48 | 14:30 | 1:04:36 | 03:20 | 02:28 |
 | Black King Bar | 2 | 2.30% | 49.1 | 100.00% | +54.12% | 0.00% | 0.00% | 0.00% | 32:22 | 30:29 | 30:29 | 34:14 | 34:14 | 34:14 | 03:45 | 02:46 |
 | Mekansm | 2 | 2.30% | 47.2 | 100.00% | +54.12% | 0.00% | 0.00% | 0.00% | 34:31 | 28:27 | 28:27 | 40:35 | 40:35 | 40:35 | 12:08 | 08:59 |
 | Cornucopia | 2 | 2.30% | 45.3 | 100.00% | +54.12% | 0.00% | 0.00% | 0.00% | 56:23 | 42:03 | 42:03 | 1:10:42 | 1:10:42 | 1:10:42 | 28:39 | 21:13 |
 | Quelling Blade | 2 | 2.30% | 43.4 | 100.00% | +54.12% | 0.00% | 0.00% | 0.00% | 13:15 | 11:58 | 11:58 | 14:31 | 14:31 | 14:31 | 02:33 | 01:53 |
 | Headdress | 2 | 2.30% | 41.5 | 100.00% | +54.12% | 0.00% | 0.00% | 0.00% | 34:31 | 28:27 | 28:27 | 40:34 | 40:34 | 40:34 | 12:07 | 08:58 |
 | Lotus Orb | 2 | 2.30% | 39.6 | 100.00% | +54.12% | 0.00% | 0.00% | 0.00% | 41:11 | 35:16 | 35:16 | 47:05 | 47:05 | 47:05 | 11:49 | 08:45 |
 | Linken's Sphere | 2 | 2.30% | 37.7 | 100.00% | +54.12% | 0.00% | 0.00% | 0.00% | 56:31 | 42:19 | 42:19 | 1:10:42 | 1:10:42 | 1:10:42 | 28:23 | 21:01 |
 | Aether Lens | 11 | 12.64% | 35.8 | 45.45% | -1.92% | -12.12% | +21.22% | 2.94% | 26:02 | 15:12 | 20:37 | 24:27 | 31:57 | 41:04 | 11:20 | 08:23 |
 | Aghanim's Scepter | 8 | 9.20% | 34.0 | 50.00% | +3.16% | +50.00% | -50.00% | -6.72% | 39:16 | 22:23 | 32:24 | 37:54 | 47:17 | 49:59 | 14:53 | 11:01 |
 | Ring of Health | 3 | 3.45% | 32.1 | 66.67% | +20.24% | +33.33% | 0.00% | 0.00% | 36:30 | 31:44 | 31:44 | 32:36 | 45:10 | 45:10 | 13:26 | 09:57 |
 | Heaven's Halberd | 1 | 1.15% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.15% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Sange | 1 | 1.15% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:28 | 25:28 | 25:28 | 25:28 | 25:28 | 25:28 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.15% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 1.15% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.15% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.15% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.15% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Bracer | 1 | 1.15% | 15.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:30 | 33:30 | 33:30 | 33:30 | 33:30 | 33:30 | 00:00 | 00:00 |
 | Buckler | 1 | 1.15% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.15% | 11.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:24 | 41:24 | 41:24 | 41:24 | 41:24 | 41:24 | 00:00 | 00:00 |
 | Dagon | 1 | 1.15% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:36 | 1:04:36 | 1:04:36 | 1:04:36 | 1:04:36 | 1:04:36 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.15% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.15% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.15% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.15% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 00:00 | 00:00 |