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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 | |
 | Yasha | 18 | 36.73% | 100.0 | 66.67% | +40.86% | +13.33% | -41.67% | -7.42% | 20:09 | 09:48 | 15:53 | 18:16 | 23:18 | 34:45 | 07:25 | 05:29 |
 | Sange | 16 | 32.65% | 98.2 | 62.50% | +32.20% | +37.50% | -12.50% | -7.32% | 21:19 | 12:33 | 16:26 | 20:33 | 23:16 | 40:11 | 06:50 | 05:03 |
 | Morbid Mask | 21 | 42.86% | 96.4 | 57.14% | +28.57% | +2.86% | +2.86% | 0.00% | 28:53 | 10:39 | 23:35 | 28:37 | 33:56 | 43:56 | 10:21 | 07:40 |
 | Sange and Yasha | 13 | 26.53% | 94.5 | 61.54% | +28.21% | +5.13% | -28.21% | -3.95% | 22:16 | 12:33 | 17:55 | 21:24 | 26:22 | 34:56 | 08:27 | 06:15 |
 | Manta Style | 3 | 6.12% | 92.7 | 100.00% | +63.04% | 0.00% | 0.00% | 0.00% | 19:54 | 17:53 | 17:53 | 19:02 | 22:48 | 22:48 | 04:55 | 03:38 |
 | Butterfly | 11 | 22.45% | 90.9 | 63.64% | +29.43% | +36.36% | -30.31% | -8.32% | 30:36 | 24:43 | 25:13 | 30:33 | 33:14 | 36:52 | 08:01 | 05:56 |
 | Satanic | 16 | 32.65% | 89.1 | 56.25% | +22.92% | +18.75% | -6.25% | -4.46% | 32:13 | 25:17 | 29:10 | 30:38 | 34:46 | 38:59 | 05:36 | 04:08 |
 | Eye of Skadi | 5 | 10.20% | 87.3 | 80.00% | +43.64% | +20.00% | +20.00% | 0.00% | 36:22 | 27:22 | 27:22 | 34:13 | 42:16 | 48:06 | 14:54 | 11:02 |
 | Black King Bar | 30 | 61.22% | 85.5 | 46.67% | +15.09% | +15.83% | -18.10% | -7.46% | 23:03 | 16:37 | 19:57 | 21:48 | 24:30 | 35:21 | 04:33 | 03:22 |
 | Boots of Speed | 49 | 100.00% | 83.6 | 40.82% | +40.82% | -7.49% | +0.85% | 4.17% | 04:25 | -01:29 | 03:06 | 04:11 | 05:06 | 10:52 | 02:00 | 01:28 |
 | Power Treads | 37 | 75.51% | 81.8 | 43.24% | +9.91% | +12.32% | -9.91% | -9.07% | 07:26 | 05:00 | 06:05 | 07:07 | 08:32 | 12:32 | 02:27 | 01:48 |
 | Magic Stick | 47 | 95.92% | 80.0 | 40.43% | -9.57% | +34.57% | -7.10% | -8.53% | 03:45 | -01:29 | -01:23 | 02:19 | 06:16 | 17:19 | 07:39 | 05:40 |
 | Magic Wand | 41 | 83.67% | 78.2 | 41.46% | +3.96% | +18.54% | -11.46% | -4.23% | 07:14 | 01:10 | 03:21 | 05:36 | 10:27 | 19:20 | 07:06 | 05:15 |
 | Ring of Health | 2 | 4.08% | 76.4 | 100.00% | +61.70% | 0.00% | 0.00% | 0.00% | 26:00 | 16:45 | 16:45 | 35:15 | 35:15 | 35:15 | 18:30 | 13:42 |
 | Diffusal Blade | 2 | 4.08% | 74.5 | 100.00% | +61.70% | 0.00% | 0.00% | 0.00% | 14:07 | 13:56 | 13:56 | 14:17 | 14:17 | 14:17 | 00:21 | 00:15 |
 | Vladmir's Offering | 2 | 4.08% | 72.7 | 100.00% | +61.70% | 0.00% | 0.00% | 0.00% | 35:52 | 33:58 | 33:58 | 37:46 | 37:46 | 37:46 | 03:48 | 02:48 |
 | Buckler | 2 | 4.08% | 70.9 | 100.00% | +61.70% | 0.00% | 0.00% | 0.00% | 35:51 | 33:56 | 33:56 | 37:45 | 37:45 | 37:45 | 03:49 | 02:49 |
 | Javelin | 20 | 40.82% | 69.1 | 40.00% | -1.38% | -20.00% | 0.00% | 1.71% | 17:14 | 08:14 | 09:31 | 12:00 | 21:14 | 41:01 | 11:43 | 08:40 |
 | Wraith Band | 25 | 51.02% | 67.3 | 36.00% | -9.83% | -2.67% | -19.33% | -10.75% | 03:04 | 00:18 | 01:39 | 02:21 | 03:12 | 09:07 | 01:33 | 01:08 |
 | Ring of Basilius | 14 | 28.57% | 65.5 | 42.86% | +2.86% | -42.86% | -9.53% | 4.22% | 06:38 | 01:25 | 02:46 | 04:28 | 10:40 | 14:26 | 07:54 | 05:51 |
 | Maelstrom | 15 | 30.61% | 63.6 | 40.00% | -1.18% | -15.00% | +10.00% | 8.38% | 14:35 | 11:31 | 11:48 | 12:38 | 14:47 | 26:27 | 02:59 | 02:12 |
 | Ring of Protection | 5 | 10.20% | 61.8 | 60.00% | +21.36% | +40.00% | +40.00% | 0.00% | 16:26 | 01:18 | 01:18 | 06:31 | 33:55 | 37:45 | 32:37 | 24:09 |
 | Veil of Discord | 5 | 10.20% | 60.0 | 60.00% | +21.36% | +40.00% | +40.00% | 0.00% | 17:57 | 15:53 | 15:53 | 17:10 | 18:07 | 21:49 | 02:14 | 01:39 |
 | Crown | 5 | 10.20% | 58.2 | 60.00% | +21.36% | +40.00% | +40.00% | 0.00% | 16:21 | 13:40 | 13:40 | 15:10 | 16:59 | 21:48 | 03:19 | 02:27 |
 | Crystalys | 12 | 24.49% | 56.4 | 41.67% | +1.13% | -41.67% | +25.00% | 3.52% | 25:47 | 11:44 | 13:38 | 24:16 | 32:33 | 40:14 | 18:55 | 14:00 |
 | Quelling Blade | 16 | 32.65% | 54.5 | 37.50% | -4.92% | +12.50% | +12.50% | 0.00% | -00:28 | -01:29 | -01:29 | -01:29 | -01:29 | 09:32 | 00:00 | 00:00 |
 | Aghanim's Scepter | 26 | 53.06% | 52.7 | 30.77% | -21.40% | +54.94% | -14.10% | -13.36% | 17:42 | 11:54 | 14:08 | 17:13 | 19:18 | 29:36 | 05:10 | 03:49 |
 | Tranquil Boots | 10 | 20.41% | 50.9 | 40.00% | -1.03% | -6.67% | -40.00% | -15.50% | 11:02 | 09:10 | 09:56 | 11:04 | 12:05 | 13:50 | 02:09 | 01:35 |
 | Divine Rapier | 3 | 6.12% | 49.1 | 66.67% | +27.54% | +33.33% | 0.00% | 0.00% | 43:38 | 39:43 | 39:43 | 43:55 | 47:16 | 47:16 | 07:33 | 05:35 |
 | Wind Lace | 16 | 32.65% | 47.3 | 31.25% | -14.20% | -6.25% | -6.25% | 0.00% | 09:50 | 03:51 | 06:43 | 09:14 | 10:43 | 26:16 | 04:00 | 02:57 |
 | Daedalus | 8 | 16.33% | 45.5 | 37.50% | -3.96% | -37.50% | +62.50% | 18.07% | 30:33 | 26:11 | 26:38 | 29:02 | 32:10 | 40:32 | 05:32 | 04:05 |
 | Ghost Scepter | 4 | 8.16% | 43.6 | 50.00% | +10.00% | -50.00% | +50.00% | 0.00% | 26:34 | 19:14 | 19:14 | 23:05 | 30:59 | 32:59 | 11:45 | 08:42 |
 | Monkey King Bar | 4 | 8.16% | 41.8 | 50.00% | +10.00% | -50.00% | +50.00% | 0.00% | 40:52 | 38:08 | 38:08 | 39:26 | 39:38 | 46:17 | 01:30 | 01:06 |
 | Hood of Defiance | 1 | 2.04% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:34 | 17:34 | 17:34 | 17:34 | 17:34 | 17:34 | 00:00 | 00:00 |
 | Void Stone | 1 | 2.04% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.04% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.04% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Fluffy Hat | 10 | 20.41% | 32.7 | 30.00% | -13.59% | +3.33% | +20.00% | 1.24% | 10:18 | -01:29 | -01:28 | 12:23 | 14:56 | 25:04 | 16:24 | 12:08 |
 | Force Staff | 7 | 14.29% | 30.9 | 28.57% | -14.29% | -28.57% | -28.57% | 0.00% | 23:25 | 16:21 | 19:39 | 22:41 | 26:06 | 29:45 | 06:27 | 04:46 |
 | Mjollnir | 2 | 4.08% | 29.1 | 50.00% | +9.57% | -50.00% | 0.00% | 0.00% | 30:23 | 28:49 | 28:49 | 31:56 | 31:56 | 31:56 | 03:07 | 02:18 |
 | Aghanim's Blessing | 2 | 4.08% | 27.3 | 50.00% | +9.57% | -50.00% | 0.00% | 0.00% | 46:48 | 45:49 | 45:49 | 47:46 | 47:46 | 47:46 | 01:57 | 01:26 |
 | Glimmer Cape | 2 | 4.08% | 25.5 | 50.00% | +9.57% | -50.00% | 0.00% | 0.00% | 32:57 | 25:02 | 25:02 | 40:51 | 40:51 | 40:51 | 15:49 | 11:42 |
 | Urn of Shadows | 3 | 6.12% | 23.6 | 33.33% | -7.97% | +66.67% | 0.00% | 0.00% | 04:43 | 02:30 | 02:30 | 03:35 | 08:03 | 08:03 | 05:33 | 04:06 |
 | Drum of Endurance | 4 | 8.16% | 21.8 | 25.00% | -17.22% | -25.00% | -25.00% | 0.00% | 14:35 | 09:53 | 09:53 | 10:18 | 12:45 | 25:22 | 02:52 | 02:07 |
 | Bottle | 4 | 8.16% | 20.0 | 25.00% | -17.22% | +75.00% | -25.00% | 0.00% | 02:08 | 01:34 | 01:34 | 01:35 | 01:49 | 03:33 | 00:15 | 00:11 |
 | Aghanim's Shard | 6 | 12.24% | 18.2 | 16.67% | -27.52% | -16.67% | +83.33% | 6.56% | 33:41 | 23:35 | 26:22 | 27:29 | 41:36 | 52:11 | 15:14 | 11:17 |
 | Blight Stone | 1 | 2.04% | 16.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.04% | 14.5 | 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 |
 | Kaya | 1 | 2.04% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.04% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.04% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 00:00 | 00:00 |
 | Null Talisman | 1 | 2.04% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:35 | 03:35 | 03:35 | 03:35 | 03:35 | 03:35 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 2.04% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 00:00 | 00:00 |
 | Phase Boots | 1 | 2.04% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:15 | 07:15 | 07:15 | 07:15 | 07:15 | 07:15 | 00:00 | 00:00 |
 | Chainmail | 2 | 4.08% | 1.8 | 0.00% | -42.55% | 0.00% | 0.00% | 0.00% | 18:01 | 05:53 | 05:53 | 30:08 | 30:08 | 30:08 | 24:15 | 17:57 |