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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 | |
 | Aghanim's Blessing | 4 | 8.33% | 100.0 | 100.00% | +68.18% | 0.00% | 0.00% | 0.00% | 43:50 | 38:45 | 38:45 | 42:08 | 46:13 | 48:14 | 07:28 | 05:31 |
 | Butterfly | 8 | 16.67% | 98.0 | 75.00% | +45.00% | -25.00% | +25.00% | 4.30% | 38:34 | 29:53 | 32:42 | 36:35 | 44:19 | 46:34 | 11:37 | 08:36 |
 | Wraith Band | 3 | 6.25% | 95.9 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 02:32 | 02:22 | 02:22 | 02:22 | 02:53 | 02:53 | 00:31 | 00:22 |
 | Daedalus | 13 | 27.08% | 93.9 | 61.54% | +32.97% | +5.13% | -61.54% | -7.53% | 32:02 | 23:27 | 27:53 | 31:37 | 36:44 | 38:47 | 08:51 | 06:33 |
 | Eye of Skadi | 5 | 10.42% | 91.8 | 80.00% | +47.44% | +20.00% | +20.00% | 0.00% | 37:11 | 26:06 | 26:06 | 39:47 | 40:53 | 49:09 | 14:47 | 10:57 |
 | Aghanim's Scepter | 29 | 60.42% | 89.8 | 44.83% | +18.51% | +26.60% | -30.54% | -12.03% | 22:15 | 12:59 | 20:16 | 22:49 | 25:01 | 28:59 | 04:45 | 03:31 |
 | Black King Bar | 32 | 66.67% | 87.8 | 43.75% | +18.75% | -6.25% | +6.25% | 3.71% | 18:22 | 14:41 | 16:41 | 18:01 | 20:03 | 25:36 | 03:22 | 02:29 |
 | Morbid Mask | 27 | 56.25% | 85.7 | 44.44% | +15.87% | +26.99% | -30.15% | -9.91% | 26:08 | 19:22 | 21:58 | 25:44 | 27:44 | 51:43 | 05:46 | 04:16 |
 | Magic Wand | 43 | 89.58% | 83.7 | 39.53% | +19.53% | -12.26% | +5.92% | 2.33% | 05:35 | -01:29 | 00:49 | 04:44 | 08:37 | 22:15 | 07:48 | 05:46 |
 | Satanic | 19 | 39.58% | 81.6 | 47.37% | +16.34% | +12.63% | -7.37% | -2.89% | 30:06 | 22:01 | 25:31 | 30:19 | 32:26 | 43:59 | 06:55 | 05:07 |
 | Magic Stick | 41 | 85.42% | 79.6 | 39.02% | +10.45% | +0.98% | -9.02% | -5.00% | 01:12 | -01:29 | -01:29 | -01:29 | 03:29 | 10:18 | 04:58 | 03:40 |
 | Boots of Speed | 48 | 100.00% | 77.6 | 37.50% | +37.50% | +12.50% | -12.50% | -6.10% | 05:11 | 01:35 | 02:33 | 04:13 | 06:39 | 16:06 | 04:06 | 03:02 |
 | Power Treads | 34 | 70.83% | 75.5 | 38.24% | +2.53% | -4.91% | +24.26% | 19.67% | 06:20 | 04:12 | 05:38 | 06:17 | 07:07 | 09:09 | 01:29 | 01:05 |
 | Ring of Basilius | 18 | 37.50% | 73.5 | 44.44% | +11.11% | +15.56% | +5.56% | -1.55% | 09:59 | 01:23 | 04:16 | 06:04 | 10:43 | 51:43 | 06:27 | 04:46 |
 | Drum of Endurance | 2 | 4.17% | 71.4 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 21:55 | 18:38 | 18:38 | 25:11 | 25:11 | 25:11 | 06:33 | 04:51 |
 | Veil of Discord | 2 | 4.17% | 69.4 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 21:13 | 19:38 | 19:38 | 22:47 | 22:47 | 22:47 | 03:09 | 02:20 |
 | Boots of Bearing | 2 | 4.17% | 67.3 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 30:51 | 29:32 | 29:32 | 32:09 | 32:09 | 32:09 | 02:37 | 01:56 |
 | Crown | 2 | 4.17% | 65.3 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 20:03 | 17:56 | 17:56 | 22:10 | 22:10 | 22:10 | 04:14 | 03:08 |
 | Aghanim's Shard | 13 | 27.08% | 63.3 | 46.15% | +11.86% | +20.52% | -12.82% | -3.70% | 21:37 | 15:00 | 15:25 | 21:45 | 24:26 | 36:05 | 09:01 | 06:40 |
 | Crystalys | 27 | 56.25% | 61.2 | 37.04% | -1.06% | +5.82% | +5.82% | 0.00% | 13:34 | 09:14 | 10:10 | 11:06 | 13:09 | 32:08 | 02:59 | 02:12 |
 | Wind Lace | 15 | 31.25% | 59.2 | 40.00% | +3.64% | +10.00% | +10.00% | 0.00% | 11:11 | 06:31 | 09:14 | 11:50 | 13:11 | 15:14 | 03:57 | 02:55 |
 | Diffusal Blade | 5 | 10.42% | 57.1 | 60.00% | +25.12% | -60.00% | +40.00% | 73.17% | 11:54 | 11:05 | 11:05 | 12:03 | 12:27 | 12:43 | 01:22 | 01:00 |
 | Quelling Blade | 13 | 27.08% | 55.1 | 30.77% | -9.23% | +2.56% | +2.56% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Tranquil Boots | 9 | 18.75% | 53.1 | 33.33% | -5.13% | +66.67% | +16.67% | -14.63% | 12:56 | 07:13 | 10:37 | 12:53 | 14:02 | 17:43 | 03:25 | 02:31 |
 | Swift Blink | 1 | 2.08% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Fluffy Hat | 8 | 16.67% | 49.0 | 25.00% | -15.00% | +25.00% | +25.00% | 0.00% | 16:47 | 03:55 | 08:03 | 16:26 | 19:16 | 31:05 | 11:13 | 08:18 |
 | Glimmer Cape | 2 | 4.17% | 46.9 | 50.00% | +13.04% | +50.00% | 0.00% | 0.00% | 24:32 | 21:55 | 21:55 | 27:09 | 27:09 | 27:09 | 05:14 | 03:52 |
 | Spirit Vessel | 2 | 4.17% | 44.9 | 50.00% | +13.04% | +50.00% | 0.00% | 0.00% | 19:06 | 13:53 | 13:53 | 24:19 | 24:19 | 24:19 | 10:26 | 07:43 |
 | Falcon Blade | 2 | 4.17% | 42.9 | 50.00% | +13.04% | -50.00% | 0.00% | 0.00% | 08:09 | 05:24 | 05:24 | 10:54 | 10:54 | 10:54 | 05:30 | 04:04 |
 | Arcane Boots | 2 | 4.17% | 40.8 | 50.00% | +13.04% | -50.00% | 0.00% | 0.00% | 15:08 | 13:45 | 13:45 | 16:31 | 16:31 | 16:31 | 02:46 | 02:02 |
 | Blink Dagger | 2 | 4.17% | 38.8 | 50.00% | +13.04% | -50.00% | 0.00% | 0.00% | 34:56 | 27:42 | 27:42 | 42:10 | 42:10 | 42:10 | 14:28 | 10:42 |
 | Linken's Sphere | 2 | 4.17% | 36.7 | 50.00% | +13.04% | -50.00% | 0.00% | 0.00% | 35:38 | 33:26 | 33:26 | 37:49 | 37:49 | 37:49 | 04:23 | 03:14 |
 | Urn of Shadows | 3 | 6.25% | 34.7 | 33.33% | -4.45% | +66.67% | 0.00% | 0.00% | 09:01 | 03:56 | 03:56 | 10:59 | 12:07 | 12:07 | 08:11 | 06:03 |
 | Ring of Protection | 4 | 8.33% | 32.7 | 25.00% | -13.64% | +75.00% | -25.00% | -12.05% | 17:58 | 02:42 | 02:42 | 06:27 | 11:00 | 51:43 | 08:18 | 06:08 |
 | Ring of Health | 4 | 8.33% | 30.6 | 25.00% | -13.64% | -25.00% | -25.00% | 0.00% | 36:03 | 33:07 | 33:07 | 33:25 | 37:42 | 39:57 | 04:35 | 03:23 |
 | Void Stone | 4 | 8.33% | 28.6 | 25.00% | -13.64% | -25.00% | -25.00% | 0.00% | 35:40 | 31:32 | 31:32 | 33:26 | 37:43 | 39:57 | 06:11 | 04:34 |
 | Force Staff | 4 | 8.33% | 26.5 | 25.00% | -13.64% | -25.00% | -25.00% | 0.00% | 33:15 | 28:55 | 28:55 | 31:15 | 33:00 | 39:48 | 04:05 | 03:01 |
 | Vladmir's Offering | 1 | 2.08% | 24.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.08% | 22.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Bracer | 1 | 2.08% | 20.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 00:00 | 00:00 |
 | Maelstrom | 2 | 4.17% | 18.4 | 0.00% | -39.13% | 0.00% | 0.00% | 0.00% | 14:12 | 12:34 | 12:34 | 15:49 | 15:49 | 15:49 | 03:15 | 02:24 |
 | Buckler | 1 | 2.08% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 00:00 | 00:00 |
 | Yasha | 3 | 6.25% | 14.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 20:07 | 15:43 | 15:43 | 17:58 | 26:40 | 26:40 | 10:57 | 08:06 |
 | Silver Edge | 2 | 4.17% | 12.2 | 0.00% | -39.13% | 0.00% | 0.00% | 0.00% | 36:05 | 35:49 | 35:49 | 36:21 | 36:21 | 36:21 | 00:32 | 00:23 |
 | Javelin | 2 | 4.17% | 10.2 | 0.00% | -39.13% | 0.00% | 0.00% | 0.00% | 11:35 | 07:45 | 07:45 | 15:24 | 15:24 | 15:24 | 07:39 | 05:40 |
 | Shadow Blade | 2 | 4.17% | 8.2 | 0.00% | -39.13% | 0.00% | 0.00% | 0.00% | 35:50 | 35:19 | 35:19 | 36:21 | 36:21 | 36:21 | 01:02 | 00:45 |
 | Sange and Yasha | 1 | 2.08% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Sange | 1 | 2.08% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:40 | 13:40 | 13:40 | 13:40 | 13:40 | 13:40 | 00:00 | 00:00 |
 | Manta Style | 2 | 4.17% | 2.0 | 0.00% | -39.13% | 0.00% | 0.00% | 0.00% | 26:15 | 24:39 | 24:39 | 27:50 | 27:50 | 27:50 | 03:11 | 02:21 |