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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 | |
 | Magic Stick | 81 | 68.64% | 100.0 | 62.96% | +27.82% | +7.04% | -12.96% | -3.88% | 05:08 | -01:29 | 01:38 | 04:23 | 06:47 | 17:19 | 05:09 | 03:48 |
 | Gleipnir | 90 | 76.27% | 98.3 | 62.22% | +33.65% | +16.04% | -12.22% | -3.49% | 20:47 | 13:56 | 16:11 | 18:18 | 24:17 | 37:38 | 08:06 | 06:00 |
 | Rod of Atos | 90 | 76.27% | 96.6 | 62.22% | +33.65% | +16.04% | -12.22% | -3.48% | 20:14 | 12:58 | 15:49 | 17:28 | 23:56 | 37:23 | 08:07 | 06:00 |
 | Crown | 92 | 77.97% | 94.9 | 61.96% | +35.04% | +20.65% | -5.44% | -2.81% | 17:31 | -01:21 | 12:00 | 15:32 | 21:17 | 37:22 | 09:17 | 06:52 |
 | Magic Wand | 86 | 72.88% | 93.2 | 60.47% | +22.97% | +3.17% | -8.09% | -1.82% | 06:31 | -01:29 | 03:14 | 06:07 | 09:26 | 19:45 | 06:12 | 04:35 |
 | Morbid Mask | 31 | 26.27% | 91.5 | 67.74% | +18.31% | +7.26% | -5.24% | -1.56% | 32:07 | 20:21 | 27:29 | 31:51 | 35:30 | 48:00 | 08:01 | 05:56 |
 | Maelstrom | 106 | 89.83% | 89.8 | 57.55% | +32.55% | +20.23% | -19.09% | -7.00% | 15:05 | 08:34 | 11:23 | 13:13 | 17:00 | 36:18 | 05:37 | 04:09 |
 | Satanic | 28 | 23.73% | 88.1 | 67.86% | +17.86% | -10.72% | +3.57% | 1.96% | 34:26 | 25:30 | 29:48 | 34:04 | 37:06 | 48:06 | 07:18 | 05:24 |
 | Buckler | 37 | 31.36% | 86.4 | 64.86% | +15.48% | +12.92% | -20.42% | -3.30% | 30:20 | 19:48 | 24:33 | 30:41 | 34:39 | 48:55 | 10:06 | 07:28 |
 | Ring of Protection | 37 | 31.36% | 84.7 | 64.86% | +15.48% | +12.92% | -20.42% | -3.30% | 30:19 | 19:48 | 24:33 | 30:41 | 34:39 | 48:55 | 10:06 | 07:28 |
 | Assault Cuirass | 37 | 31.36% | 83.1 | 64.86% | +15.48% | +12.92% | -20.42% | -3.58% | 31:26 | 20:36 | 25:47 | 31:01 | 35:06 | 49:35 | 09:19 | 06:54 |
 | Blight Stone | 95 | 80.51% | 81.4 | 57.89% | +18.76% | +12.94% | -3.72% | 0.00% | -01:06 | -01:30 | -01:29 | -01:29 | -01:29 | 35:18 | 00:00 | 00:00 |
 | Javelin | 107 | 90.68% | 79.7 | 57.01% | +29.74% | -5.16% | -16.27% | -1.87% | 13:01 | 03:28 | 08:49 | 11:08 | 14:45 | 36:18 | 05:56 | 04:23 |
 | Bloodthorn | 5 | 4.24% | 78.0 | 100.00% | +47.79% | 0.00% | 0.00% | 0.00% | 39:26 | 27:26 | 27:26 | 39:52 | 41:27 | 53:17 | 14:01 | 10:22 |
 | Boots of Speed | 117 | 99.15% | 76.3 | 53.85% | -46.15% | -2.13% | -9.02% | -3.90% | 04:18 | -01:29 | 03:13 | 04:03 | 04:59 | 16:25 | 01:46 | 01:18 |
 | Power Treads | 117 | 99.15% | 74.6 | 53.85% | -46.15% | +11.67% | -5.57% | -14.17% | 06:16 | 03:29 | 05:06 | 05:40 | 06:19 | 32:20 | 01:13 | 00:54 |
 | Void Stone | 25 | 21.19% | 72.9 | 64.00% | +12.39% | -30.67% | +2.67% | 1.64% | 28:08 | 09:33 | 14:20 | 29:59 | 34:39 | 52:59 | 20:19 | 15:02 |
 | Black King Bar | 96 | 81.36% | 71.2 | 52.08% | -11.56% | +14.59% | -2.08% | -3.44% | 22:41 | 16:34 | 19:58 | 22:04 | 24:49 | 32:58 | 04:51 | 03:35 |
 | Crystalys | 47 | 39.83% | 69.5 | 55.32% | +1.80% | +3.01% | -13.65% | -2.00% | 30:55 | 20:56 | 25:26 | 29:18 | 33:47 | 51:50 | 08:21 | 06:11 |
 | Hand of Midas | 33 | 27.97% | 67.8 | 57.58% | +4.64% | +17.42% | -7.58% | -19.48% | 09:54 | 07:08 | 09:11 | 09:42 | 10:28 | 12:44 | 01:17 | 00:57 |
 | Eye of Skadi | 11 | 9.32% | 66.1 | 72.73% | +20.39% | -39.40% | -6.06% | 0.00% | 30:23 | 25:18 | 25:58 | 29:58 | 30:51 | 40:23 | 04:53 | 03:37 |
 | Desolator | 4 | 3.39% | 64.4 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 30:00 | 21:38 | 21:38 | 22:19 | 35:18 | 40:45 | 13:40 | 10:07 |
 | Mage Slayer | 4 | 3.39% | 62.7 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 36:54 | 24:10 | 24:10 | 29:24 | 41:10 | 52:53 | 17:00 | 12:35 |
 | Shadow Blade | 29 | 24.58% | 61.0 | 55.17% | +1.24% | +16.26% | +1.97% | -1.59% | 30:28 | 20:43 | 24:46 | 28:51 | 33:44 | 51:48 | 08:58 | 06:38 |
 | Linken's Sphere | 8 | 6.78% | 59.3 | 75.00% | +22.27% | +25.00% | -75.00% | 0.00% | 32:47 | 25:41 | 25:45 | 28:54 | 34:39 | 54:31 | 08:54 | 06:35 |
 | Ring of Health | 8 | 6.78% | 57.6 | 75.00% | +22.27% | +25.00% | -25.00% | 0.00% | 31:59 | 22:42 | 24:57 | 27:51 | 34:28 | 54:17 | 09:31 | 07:02 |
 | Daedalus | 17 | 14.41% | 55.9 | 58.82% | +5.35% | +16.18% | -33.82% | -7.71% | 33:38 | 23:11 | 28:19 | 33:24 | 34:48 | 50:58 | 06:29 | 04:48 |
 | Aghanim's Scepter | 42 | 35.59% | 54.2 | 47.62% | -10.27% | -2.17% | +12.38% | 2.84% | 17:49 | 12:28 | 15:06 | 16:45 | 20:13 | 26:25 | 05:07 | 03:47 |
 | Silver Edge | 27 | 22.88% | 52.5 | 51.85% | -3.10% | +19.58% | +5.29% | -2.48% | 31:49 | 22:43 | 27:29 | 29:42 | 33:15 | 51:50 | 05:46 | 04:16 |
 | Wind Lace | 3 | 2.54% | 50.8 | 100.00% | +46.96% | 0.00% | 0.00% | 0.00% | 01:14 | -01:29 | -01:29 | -01:29 | 06:39 | 06:39 | 08:08 | 06:01 |
 | Moon Shard | 5 | 4.24% | 49.2 | 80.00% | +26.90% | +20.00% | +20.00% | 0.00% | 44:26 | 29:35 | 29:35 | 48:54 | 50:33 | 57:36 | 20:58 | 15:31 |
 | Orchid Malevolence | 12 | 10.17% | 47.5 | 58.33% | +4.56% | -25.00% | +41.67% | 2.98% | 23:51 | 10:49 | 12:46 | 14:45 | 35:07 | 52:59 | 22:21 | 16:33 |
 | Helm of Iron Will | 11 | 9.32% | 45.8 | 54.55% | +0.34% | +12.12% | -21.22% | 0.00% | 35:56 | 27:13 | 29:22 | 33:13 | 41:03 | 47:58 | 11:41 | 08:39 |
 | Hurricane Pike | 14 | 11.86% | 44.1 | 50.00% | -4.81% | +50.00% | -16.67% | -7.52% | 27:07 | 19:36 | 21:07 | 23:11 | 29:59 | 46:02 | 08:52 | 06:34 |
 | Force Staff | 17 | 14.41% | 42.4 | 47.06% | -8.39% | +2.94% | -22.06% | -3.51% | 24:56 | 17:28 | 19:24 | 21:49 | 26:31 | 46:02 | 07:07 | 05:16 |
 | Fluffy Hat | 17 | 14.41% | 40.7 | 47.06% | -8.39% | +27.94% | -22.06% | -6.82% | 23:59 | 14:49 | 18:03 | 21:06 | 25:23 | 46:01 | 07:20 | 05:25 |
 | Dragon Lance | 15 | 12.71% | 39.0 | 46.67% | -8.67% | +53.33% | -21.67% | -8.72% | 25:18 | 17:50 | 19:28 | 23:11 | 28:04 | 46:02 | 08:36 | 06:22 |
 | Manta Style | 4 | 3.39% | 37.3 | 75.00% | +21.49% | +25.00% | -75.00% | 0.00% | 23:27 | 19:52 | 19:52 | 20:17 | 24:35 | 29:02 | 04:43 | 03:29 |
 | Aghanim's Shard | 10 | 8.47% | 35.6 | 50.00% | -4.63% | -16.67% | 0.00% | 0.00% | 32:56 | 17:33 | 25:49 | 31:16 | 37:07 | 55:04 | 11:18 | 08:22 |
 | Butterfly | 2 | 1.69% | 33.9 | 100.00% | +46.55% | 0.00% | 0.00% | 0.00% | 41:40 | 40:21 | 40:21 | 42:58 | 42:58 | 42:58 | 02:37 | 01:56 |
 | Scythe of Vyse | 7 | 5.93% | 32.2 | 57.14% | +3.09% | -7.14% | -7.14% | 0.00% | 37:45 | 30:12 | 32:21 | 39:26 | 40:47 | 42:37 | 08:26 | 06:14 |
 | Yasha | 5 | 4.24% | 30.5 | 60.00% | +6.02% | +40.00% | -60.00% | 0.00% | 22:19 | 16:19 | 16:19 | 22:57 | 26:48 | 28:42 | 10:29 | 07:45 |
 | Nullifier | 9 | 7.63% | 28.8 | 44.44% | -10.61% | +55.56% | +5.56% | 0.00% | 38:15 | 29:38 | 30:16 | 36:58 | 45:20 | 48:03 | 15:04 | 11:09 |
 | Mjollnir | 6 | 5.08% | 27.1 | 50.00% | -4.46% | 0.00% | -50.00% | 0.00% | 30:08 | 20:22 | 23:31 | 30:20 | 34:08 | 39:07 | 10:37 | 07:51 |
 | Wraith Band | 15 | 12.71% | 25.4 | 33.33% | -23.95% | -33.33% | +16.67% | 9.97% | 05:09 | -01:29 | 02:19 | 04:15 | 07:20 | 13:14 | 05:01 | 03:42 |
 | Aghanim's Blessing | 4 | 3.39% | 23.7 | 50.00% | -4.39% | +50.00% | -50.00% | 0.00% | 48:17 | 43:05 | 43:05 | 43:22 | 52:08 | 54:32 | 09:03 | 06:42 |
 | Heaven's Halberd | 4 | 3.39% | 22.0 | 50.00% | -4.39% | +50.00% | -50.00% | 0.00% | 25:23 | 20:01 | 20:01 | 22:07 | 29:17 | 30:08 | 09:16 | 06:51 |
 | Sange | 4 | 3.39% | 20.3 | 50.00% | -4.39% | +50.00% | -50.00% | 0.00% | 23:52 | 18:37 | 18:37 | 20:20 | 27:36 | 28:54 | 08:59 | 06:39 |
 | Blink Dagger | 1 | 0.85% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.85% | 16.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 00:00 | 00:00 |
 | Monkey King Bar | 6 | 5.08% | 15.3 | 33.33% | -22.03% | +16.67% | -33.33% | 0.00% | 38:40 | 34:29 | 34:48 | 37:19 | 39:38 | 46:18 | 04:50 | 03:34 |
 | Aeon Disk | 2 | 1.69% | 13.6 | 50.00% | -4.31% | -50.00% | 0.00% | 0.00% | 41:09 | 34:07 | 34:07 | 48:10 | 48:10 | 48:10 | 14:03 | 10:24 |
 | Chainmail | 5 | 4.24% | 11.9 | 20.00% | -35.75% | +80.00% | -20.00% | 0.00% | 16:41 | 08:57 | 08:57 | 09:39 | 10:33 | 45:15 | 01:36 | 01:11 |
 | Witch Blade | 5 | 4.24% | 10.2 | 20.00% | -35.75% | +80.00% | -20.00% | 0.00% | 17:57 | 09:20 | 09:20 | 11:19 | 12:45 | 45:15 | 03:25 | 02:31 |
 | Quelling Blade | 7 | 5.93% | 8.5 | 14.29% | -42.47% | -14.29% | -14.29% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Divine Rapier | 3 | 2.54% | 6.8 | 0.00% | -55.65% | 0.00% | 0.00% | 0.00% | 48:37 | 44:01 | 44:01 | 48:15 | 53:34 | 53:34 | 09:33 | 07:04 |
 | Bottle | 1 | 0.85% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 0.85% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.85% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 00:00 | 00:00 |