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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 | |
 | Moon Shard | 8 | 7.14% | 100.0 | 100.00% | +58.65% | 0.00% | 0.00% | 0.00% | 50:14 | 43:17 | 46:17 | 49:18 | 51:06 | 60:56 | 04:49 | 03:34 |
 | Satanic | 32 | 28.57% | 98.2 | 71.88% | +36.88% | +3.12% | -9.38% | -1.56% | 34:12 | 21:55 | 29:59 | 33:06 | 38:00 | 49:47 | 08:01 | 05:56 |
 | Morbid Mask | 35 | 31.25% | 96.5 | 68.57% | +33.51% | -1.90% | -1.90% | 0.00% | 31:51 | 06:59 | 28:35 | 31:46 | 37:29 | 49:32 | 08:54 | 06:35 |
 | Wraith Band | 36 | 32.14% | 94.7 | 66.67% | +31.14% | 0.00% | 0.00% | 0.00% | 03:13 | 01:21 | 01:43 | 02:15 | 03:25 | 08:46 | 01:42 | 01:15 |
 | Aghanim's Blessing | 11 | 9.82% | 93.0 | 81.82% | +40.24% | -15.15% | +18.18% | 0.00% | 46:15 | 34:18 | 44:31 | 46:39 | 47:54 | 57:22 | 03:23 | 02:30 |
 | Aghanim's Scepter | 11 | 9.82% | 91.2 | 81.82% | +40.24% | -15.15% | +18.18% | 0.00% | 45:09 | 30:57 | 39:23 | 46:39 | 47:54 | 57:22 | 08:31 | 06:18 |
 | Shadow Blade | 23 | 20.54% | 89.5 | 69.57% | +30.24% | +13.76% | -19.57% | -10.36% | 32:33 | 24:49 | 30:41 | 32:27 | 33:54 | 40:33 | 03:13 | 02:22 |
 | Silver Edge | 22 | 19.64% | 87.7 | 68.18% | +28.18% | -1.51% | +11.82% | 3.74% | 34:09 | 25:25 | 32:35 | 34:09 | 36:09 | 40:33 | 03:34 | 02:38 |
 | Butterfly | 25 | 22.32% | 86.0 | 64.00% | +23.77% | +19.33% | -14.00% | -3.27% | 30:21 | 18:50 | 25:29 | 29:29 | 35:40 | 38:58 | 10:11 | 07:32 |
 | Magic Stick | 87 | 77.68% | 84.2 | 48.28% | +12.28% | -11.92% | +6.27% | 18.19% | 00:11 | -01:29 | -01:29 | -01:29 | 00:51 | 16:33 | 02:20 | 01:43 |
 | Eye of Skadi | 105 | 93.75% | 82.5 | 46.67% | +18.10% | +7.18% | -4.36% | -2.39% | 23:53 | 13:03 | 20:58 | 23:16 | 25:48 | 42:33 | 04:50 | 03:34 |
 | Quelling Blade | 103 | 91.96% | 80.7 | 46.60% | +13.27% | +3.40% | -0.45% | 0.00% | -01:05 | -01:29 | -01:29 | -01:29 | -01:29 | 09:10 | 00:00 | 00:00 |
 | Magic Wand | 96 | 85.71% | 78.9 | 46.88% | +9.38% | -1.05% | +3.12% | 0.70% | 03:59 | -01:29 | 00:57 | 03:05 | 06:53 | 18:20 | 05:56 | 04:23 |
 | Yasha | 111 | 99.11% | 77.2 | 45.95% | +45.95% | +4.05% | +0.48% | -1.13% | 13:00 | 08:28 | 11:23 | 12:47 | 14:33 | 18:30 | 03:10 | 02:20 |
 | Boots of Speed | 112 | 100.00% | 75.4 | 45.54% | +45.54% | -16.97% | +11.60% | 13.29% | 03:42 | 00:46 | 02:27 | 03:29 | 04:36 | 11:54 | 02:09 | 01:35 |
 | Power Treads | 112 | 100.00% | 73.7 | 45.54% | +45.54% | -20.54% | +4.46% | 18.99% | 06:10 | 03:32 | 05:28 | 05:56 | 06:47 | 12:27 | 01:19 | 00:58 |
 | Sange and Yasha | 20 | 17.86% | 71.9 | 60.00% | +17.61% | -20.00% | 0.00% | 1.35% | 26:23 | 12:21 | 17:14 | 22:42 | 32:00 | 1:02:52 | 14:46 | 10:56 |
 | Sange | 20 | 17.86% | 70.2 | 60.00% | +17.61% | -20.00% | 0.00% | 1.35% | 25:56 | 12:21 | 16:52 | 22:25 | 31:43 | 1:02:24 | 14:51 | 11:00 |
 | Black King Bar | 89 | 79.46% | 68.4 | 46.07% | +2.59% | +8.48% | -18.80% | -6.60% | 26:32 | 17:02 | 24:19 | 26:44 | 28:27 | 39:35 | 04:08 | 03:03 |
 | Swift Blink | 18 | 16.07% | 66.7 | 61.11% | +18.56% | +18.89% | -36.11% | -8.53% | 43:35 | 36:06 | 39:04 | 42:18 | 45:31 | 57:57 | 06:27 | 04:46 |
 | Blink Dagger | 23 | 20.54% | 64.9 | 56.52% | +13.82% | -23.19% | -23.19% | 0.00% | 38:51 | 26:18 | 31:35 | 38:06 | 41:38 | 57:45 | 10:03 | 07:26 |
 | Ring of Basilius | 54 | 48.21% | 63.2 | 48.15% | +5.05% | +8.99% | -2.00% | -7.25% | 07:25 | 04:24 | 06:24 | 07:16 | 07:55 | 11:59 | 01:31 | 01:07 |
 | Aghanim's Shard | 10 | 8.93% | 61.4 | 70.00% | +26.86% | -3.33% | +30.00% | 0.00% | 45:35 | 36:28 | 40:11 | 43:53 | 51:20 | 57:23 | 11:09 | 08:15 |
 | Manta Style | 85 | 75.89% | 59.6 | 44.71% | -3.44% | +17.19% | +7.67% | -2.27% | 18:55 | 13:05 | 15:30 | 17:32 | 19:42 | 36:59 | 04:12 | 03:06 |
 | Dragon Lance | 66 | 58.93% | 57.9 | 43.94% | -3.89% | +20.77% | -18.94% | -10.88% | 13:09 | 08:53 | 10:41 | 11:30 | 14:20 | 31:57 | 03:39 | 02:42 |
 | Crystalys | 58 | 51.79% | 56.1 | 44.83% | -1.47% | +1.84% | -1.97% | -0.66% | 31:19 | 20:07 | 28:26 | 30:27 | 34:15 | 51:10 | 05:49 | 04:18 |
 | Ring of Health | 20 | 17.86% | 54.4 | 50.00% | +5.43% | +10.00% | +30.00% | 1.50% | 40:24 | 20:55 | 31:41 | 41:21 | 44:59 | 1:02:38 | 13:18 | 09:51 |
 | Fluffy Hat | 13 | 11.61% | 52.6 | 53.85% | +9.41% | +12.82% | +12.82% | 0.00% | 24:37 | 02:35 | 07:34 | 26:49 | 29:48 | 56:30 | 22:14 | 16:28 |
 | Void Stone | 19 | 16.96% | 50.9 | 47.37% | +2.21% | +12.63% | +32.63% | 1.60% | 40:06 | 19:58 | 31:57 | 41:22 | 44:29 | 1:02:38 | 12:32 | 09:17 |
 | Daedalus | 24 | 21.43% | 49.1 | 41.67% | -4.92% | +8.33% | +8.33% | 0.00% | 34:34 | 23:42 | 32:01 | 33:51 | 35:21 | 51:41 | 03:20 | 02:28 |
 | Refresher Orb | 13 | 11.61% | 47.4 | 46.15% | +0.70% | -12.82% | -12.82% | 0.00% | 46:02 | 39:39 | 42:26 | 45:15 | 46:14 | 1:02:39 | 03:48 | 02:48 |
 | Force Staff | 10 | 8.93% | 45.6 | 50.00% | +4.90% | +16.67% | 0.00% | 0.00% | 30:19 | 21:10 | 23:33 | 28:32 | 29:52 | 56:30 | 06:19 | 04:40 |
 | Hurricane Pike | 10 | 8.93% | 43.9 | 50.00% | +4.90% | +16.67% | 0.00% | 0.00% | 30:44 | 21:45 | 23:37 | 29:16 | 31:00 | 56:49 | 07:23 | 05:28 |
 | Wind Lace | 5 | 4.46% | 42.1 | 60.00% | +15.14% | -60.00% | +40.00% | 0.00% | 07:45 | 06:44 | 06:44 | 07:06 | 07:30 | 10:31 | 00:46 | 00:34 |
 | Monkey King Bar | 13 | 11.61% | 40.4 | 38.46% | -8.00% | -5.13% | -5.13% | 0.00% | 36:45 | 30:59 | 34:08 | 35:42 | 38:06 | 44:50 | 03:58 | 02:56 |
 | Linken's Sphere | 10 | 8.93% | 38.6 | 40.00% | -6.08% | +26.67% | +10.00% | 0.00% | 35:08 | 21:01 | 30:34 | 31:57 | 41:00 | 54:29 | 10:26 | 07:43 |
 | Falcon Blade | 3 | 2.68% | 36.8 | 66.67% | +21.72% | +33.33% | 0.00% | 0.00% | 06:21 | 03:00 | 03:00 | 08:00 | 08:03 | 08:03 | 05:03 | 03:44 |
 | Javelin | 16 | 14.29% | 35.1 | 31.25% | -16.67% | -6.25% | -6.25% | 0.00% | 35:48 | 26:40 | 30:08 | 34:56 | 38:45 | 46:55 | 08:37 | 06:22 |
 | Mage Slayer | 1 | 0.89% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:33 | 57:33 | 57:33 | 57:33 | 57:33 | 57:33 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 0.89% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Bottle | 1 | 0.89% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.89% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:53 | 57:53 | 57:53 | 57:53 | 57:53 | 57:53 | 00:00 | 00:00 |
 | Buckler | 1 | 0.89% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.89% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:53 | 57:53 | 57:53 | 57:53 | 57:53 | 57:53 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.89% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.89% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:04 | 45:04 | 45:04 | 45:04 | 45:04 | 45:04 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.89% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.89% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Mask of Madness | 2 | 1.79% | 15.8 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 10:36 | 09:13 | 09:13 | 11:59 | 11:59 | 11:59 | 02:46 | 02:02 |
 | Chainmail | 1 | 0.89% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:40 | 54:40 | 54:40 | 54:40 | 54:40 | 54:40 | 00:00 | 00:00 |
 | Nullifier | 3 | 2.68% | 12.3 | 0.00% | -46.79% | 0.00% | 0.00% | 0.00% | 46:37 | 42:56 | 42:56 | 43:35 | 53:20 | 53:20 | 10:24 | 07:42 |
 | Maelstrom | 1 | 0.89% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.89% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:40 | 54:40 | 54:40 | 54:40 | 54:40 | 54:40 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.89% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.89% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 00:00 | 00:00 |
 | Helm of Iron Will | 3 | 2.68% | 3.5 | 0.00% | -46.79% | 0.00% | 0.00% | 0.00% | 46:18 | 42:41 | 42:41 | 43:08 | 53:04 | 53:04 | 10:23 | 07:41 |
 | Revenant's Brooch | 1 | 0.89% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:42 | 54:42 | 54:42 | 54:42 | 54:42 | 54:42 | 00:00 | 00:00 |