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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 | 27 | 27.00% | 100.0 | 70.37% | +32.01% | +15.34% | -27.51% | -6.01% | 21:03 | 09:48 | 16:10 | 19:05 | 23:18 | 39:24 | 07:08 | 05:17 |
 | Eye of Skadi | 11 | 11.00% | 98.5 | 81.82% | +39.12% | -15.15% | -15.15% | 0.00% | 32:16 | 20:49 | 27:22 | 29:52 | 34:13 | 48:06 | 06:51 | 05:04 |
 | Morbid Mask | 48 | 48.00% | 96.9 | 60.42% | +25.80% | +6.25% | -2.09% | -1.09% | 27:20 | 10:39 | 23:35 | 27:30 | 31:12 | 43:56 | 07:37 | 05:38 |
 | Sange and Yasha | 22 | 22.00% | 95.4 | 68.18% | +27.15% | -1.51% | +11.82% | 1.83% | 23:45 | 12:33 | 19:19 | 22:28 | 26:37 | 39:31 | 07:18 | 05:24 |
 | Sange | 26 | 26.00% | 93.8 | 65.38% | +24.84% | +34.62% | +17.95% | -2.36% | 21:42 | 12:33 | 16:46 | 20:33 | 23:50 | 40:11 | 07:04 | 05:14 |
 | Satanic | 40 | 40.00% | 92.3 | 60.00% | +21.67% | +20.00% | -30.00% | -7.30% | 31:18 | 21:46 | 27:55 | 30:34 | 34:46 | 39:59 | 06:51 | 05:04 |
 | Black King Bar | 62 | 62.00% | 90.8 | 53.23% | +16.39% | +9.27% | -19.90% | -6.73% | 22:13 | 14:07 | 19:24 | 21:33 | 23:44 | 35:21 | 04:20 | 03:12 |
 | Chainmail | 11 | 11.00% | 89.2 | 72.73% | +28.91% | -6.06% | -6.06% | 0.00% | 12:30 | 05:53 | 06:53 | 11:41 | 14:33 | 30:08 | 07:40 | 05:40 |
 | Butterfly | 23 | 23.00% | 87.7 | 60.87% | +18.01% | +5.80% | +5.80% | 0.00% | 33:16 | 24:43 | 29:34 | 33:14 | 35:31 | 49:46 | 05:57 | 04:24 |
 | Magic Wand | 87 | 87.00% | 86.2 | 48.28% | +9.82% | +15.36% | -7.37% | -3.44% | 07:29 | 00:18 | 03:47 | 05:59 | 10:23 | 25:49 | 06:36 | 04:53 |
 | Magic Stick | 97 | 97.00% | 84.6 | 47.42% | +14.09% | +10.91% | -14.09% | -4.64% | 03:19 | -01:29 | 00:07 | 02:13 | 05:30 | 17:40 | 05:23 | 03:59 |
 | Boots of Speed | 100 | 100.00% | 83.1 | 47.00% | +47.00% | +1.00% | -3.00% | -1.56% | 04:27 | -01:29 | 02:59 | 04:10 | 05:33 | 11:12 | 02:34 | 01:54 |
 | Power Treads | 75 | 75.00% | 81.5 | 45.33% | -6.67% | +12.56% | -19.01% | -15.53% | 07:22 | 05:00 | 06:14 | 07:07 | 08:16 | 12:32 | 02:02 | 01:30 |
 | Maelstrom | 40 | 40.00% | 80.0 | 50.00% | +5.00% | 0.00% | 0.00% | 0.00% | 15:15 | 11:12 | 12:20 | 13:22 | 15:53 | 26:55 | 03:33 | 02:37 |
 | Wraith Band | 60 | 60.00% | 78.5 | 45.00% | -5.00% | +1.67% | -5.00% | -4.17% | 02:52 | 00:18 | 01:38 | 02:18 | 03:14 | 09:49 | 01:36 | 01:11 |
 | Javelin | 47 | 47.00% | 76.9 | 46.81% | -0.36% | +3.19% | +3.19% | 0.00% | 15:08 | 08:09 | 09:18 | 10:56 | 17:18 | 41:01 | 08:00 | 05:55 |
 | Aghanim's Scepter | 60 | 60.00% | 75.4 | 43.33% | -9.17% | +23.34% | -3.33% | -4.19% | 18:11 | 11:54 | 14:30 | 17:42 | 20:52 | 29:36 | 06:22 | 04:42 |
 | Crown | 9 | 9.00% | 73.8 | 66.67% | +21.62% | +33.33% | +33.33% | 0.00% | 18:33 | 10:26 | 13:40 | 16:59 | 21:48 | 34:02 | 08:08 | 06:01 |
 | Manta Style | 3 | 3.00% | 72.3 | 100.00% | +54.64% | 0.00% | 0.00% | 0.00% | 19:54 | 17:53 | 17:53 | 19:02 | 22:48 | 22:48 | 04:55 | 03:38 |
 | Diffusal Blade | 3 | 3.00% | 70.8 | 100.00% | +54.64% | 0.00% | 0.00% | 0.00% | 16:11 | 13:56 | 13:56 | 14:17 | 20:20 | 20:20 | 06:24 | 04:44 |
 | Quelling Blade | 32 | 32.00% | 69.2 | 46.88% | -0.18% | -21.88% | -9.38% | 0.00% | 00:39 | -01:29 | -01:29 | -01:29 | -01:29 | 28:41 | 00:00 | 00:00 |
 | Aghanim's Blessing | 7 | 7.00% | 67.7 | 71.43% | +26.27% | +28.57% | +28.57% | 0.00% | 44:11 | 37:57 | 41:04 | 45:49 | 46:46 | 47:46 | 05:42 | 04:13 |
 | Phase Boots | 5 | 5.00% | 66.2 | 80.00% | +34.74% | +20.00% | +20.00% | 0.00% | 08:10 | 07:14 | 07:14 | 07:28 | 09:23 | 09:29 | 02:09 | 01:35 |
 | Ring of Basilius | 25 | 25.00% | 64.6 | 48.00% | +1.33% | +2.00% | +18.67% | 3.65% | 04:52 | -01:29 | 01:39 | 03:13 | 06:13 | 14:26 | 04:34 | 03:22 |
 | Wind Lace | 34 | 34.00% | 63.1 | 41.18% | -8.82% | +14.38% | -16.18% | -5.69% | 10:00 | 02:57 | 06:20 | 09:27 | 11:42 | 28:40 | 05:22 | 03:58 |
 | Falcon Blade | 6 | 6.00% | 61.5 | 66.67% | +20.93% | +33.33% | +33.33% | 0.00% | 06:53 | 03:18 | 05:14 | 05:52 | 09:16 | 09:34 | 04:02 | 02:59 |
 | Veil of Discord | 6 | 6.00% | 60.0 | 66.67% | +20.93% | +33.33% | +33.33% | 0.00% | 16:59 | 12:12 | 15:53 | 16:44 | 18:07 | 21:49 | 02:14 | 01:39 |
 | Fluffy Hat | 21 | 21.00% | 58.5 | 42.86% | -5.24% | -2.86% | -22.86% | -1.82% | 09:31 | -01:29 | 02:54 | 07:50 | 13:52 | 25:04 | 10:58 | 08:07 |
 | Tranquil Boots | 15 | 15.00% | 56.9 | 46.67% | -0.39% | +28.33% | -21.67% | -22.90% | 11:03 | 08:26 | 09:54 | 11:04 | 12:05 | 14:00 | 02:11 | 01:37 |
 | Crystalys | 22 | 22.00% | 55.4 | 40.91% | -7.81% | -24.24% | -0.91% | 2.31% | 27:17 | 11:44 | 22:25 | 27:56 | 32:32 | 47:05 | 10:07 | 07:29 |
 | Solar Crest | 4 | 4.00% | 53.8 | 75.00% | +29.17% | +25.00% | +25.00% | 0.00% | 24:57 | 21:24 | 21:24 | 21:31 | 22:33 | 34:21 | 01:09 | 00:51 |
 | Daedalus | 16 | 16.00% | 52.3 | 43.75% | -3.87% | -43.75% | +6.25% | 15.71% | 32:10 | 26:11 | 28:59 | 29:40 | 32:10 | 49:25 | 03:11 | 02:21 |
 | Buckler | 2 | 2.00% | 50.8 | 100.00% | +54.08% | 0.00% | 0.00% | 0.00% | 35:51 | 33:56 | 33:56 | 37:45 | 37:45 | 37:45 | 03:49 | 02:49 |
 | Vladmir's Offering | 2 | 2.00% | 49.2 | 100.00% | +54.08% | 0.00% | 0.00% | 0.00% | 35:52 | 33:58 | 33:58 | 37:46 | 37:46 | 37:46 | 03:48 | 02:48 |
 | Mekansm | 2 | 2.00% | 47.7 | 100.00% | +54.08% | 0.00% | 0.00% | 0.00% | 20:47 | 17:33 | 17:33 | 24:01 | 24:01 | 24:01 | 06:28 | 04:47 |
 | Ring of Health | 2 | 2.00% | 46.2 | 100.00% | +54.08% | 0.00% | 0.00% | 0.00% | 26:00 | 16:45 | 16:45 | 35:15 | 35:15 | 35:15 | 18:30 | 13:42 |
 | Arcane Boots | 2 | 2.00% | 44.6 | 100.00% | +54.08% | 0.00% | 0.00% | 0.00% | 11:29 | 09:19 | 09:19 | 13:39 | 13:39 | 13:39 | 04:20 | 03:12 |
 | Headdress | 2 | 2.00% | 43.1 | 100.00% | +54.08% | 0.00% | 0.00% | 0.00% | 14:27 | 14:14 | 14:14 | 14:40 | 14:40 | 14:40 | 00:26 | 00:19 |
 | Glimmer Cape | 7 | 7.00% | 41.5 | 57.14% | +10.90% | -7.14% | +42.86% | 6.70% | 26:36 | 19:35 | 20:50 | 25:02 | 28:18 | 40:51 | 07:28 | 05:31 |
 | Monkey King Bar | 8 | 8.00% | 40.0 | 50.00% | +3.26% | 0.00% | +50.00% | 4.62% | 35:37 | 23:33 | 28:49 | 38:08 | 39:38 | 46:17 | 10:49 | 08:00 |
 | Divine Rapier | 8 | 8.00% | 38.5 | 50.00% | +3.26% | 0.00% | 0.00% | 0.00% | 44:34 | 39:43 | 42:58 | 43:55 | 45:51 | 49:21 | 02:53 | 02:08 |
 | Medallion of Courage | 5 | 5.00% | 36.9 | 60.00% | +13.68% | -60.00% | +40.00% | 0.00% | 22:08 | 14:33 | 14:33 | 16:36 | 30:57 | 33:02 | 16:24 | 12:08 |
 | Mjollnir | 5 | 5.00% | 35.4 | 60.00% | +13.68% | +40.00% | -60.00% | 0.00% | 32:17 | 24:08 | 24:08 | 31:43 | 31:56 | 44:47 | 07:48 | 05:46 |
 | Ghost Scepter | 5 | 5.00% | 33.8 | 60.00% | +13.68% | -60.00% | +40.00% | 0.00% | 26:33 | 19:14 | 19:14 | 26:29 | 30:59 | 32:59 | 11:45 | 08:42 |
 | Ring of Protection | 5 | 5.00% | 32.3 | 60.00% | +13.68% | +40.00% | +40.00% | 0.00% | 16:26 | 01:18 | 01:18 | 06:31 | 33:55 | 37:45 | 32:37 | 24:09 |
 | Blight Stone | 5 | 5.00% | 30.8 | 60.00% | +13.68% | -60.00% | +40.00% | 0.00% | 21:57 | 14:33 | 14:33 | 16:36 | 30:27 | 33:02 | 15:54 | 11:46 |
 | Force Staff | 12 | 12.00% | 29.2 | 33.33% | -15.53% | 0.00% | +33.34% | 5.17% | 26:05 | 16:21 | 22:26 | 26:06 | 28:53 | 37:51 | 06:27 | 04:46 |
 | Swift Blink | 1 | 1.00% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:31 | 50:31 | 50:31 | 50:31 | 50:31 | 50:31 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.00% | 26.2 | 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 |
 | Blink Dagger | 1 | 1.00% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:18 | 49:18 | 49:18 | 49:18 | 49:18 | 49:18 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.00% | 23.1 | 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 |
 | Hood of Defiance | 1 | 1.00% | 21.5 | 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 |
 | Bracer | 1 | 1.00% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 00:00 | 00:00 |
 | Void Stone | 1 | 1.00% | 18.5 | 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 |
 | Bottle | 6 | 6.00% | 16.9 | 33.33% | -14.54% | +16.67% | -33.33% | 0.00% | 02:28 | 01:34 | 01:35 | 01:43 | 03:33 | 04:35 | 01:58 | 01:27 |
 | Aghanim's Shard | 7 | 7.00% | 15.4 | 28.57% | -19.82% | -28.57% | +71.43% | 6.56% | 35:11 | 23:35 | 26:22 | 30:55 | 41:36 | 52:11 | 15:14 | 11:17 |
 | Urn of Shadows | 3 | 3.00% | 13.8 | 33.33% | -14.09% | +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 | 5 | 5.00% | 12.3 | 20.00% | -28.42% | -20.00% | -20.00% | 0.00% | 14:07 | 09:53 | 09:53 | 12:18 | 12:45 | 25:22 | 02:52 | 02:07 |
 | Ethereal Blade | 1 | 1.00% | 10.8 | 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 |
 | Mask of Madness | 1 | 1.00% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.00% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 00:00 | 00:00 |
 | Kaya | 1 | 1.00% | 6.2 | 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 |
 | Spirit Vessel | 1 | 1.00% | 4.6 | 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 | 1.00% | 3.1 | 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 | 1.00% | 1.5 | 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 |