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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 | |
 | Witch Blade | 6 | 26.09% | 100.0 | 50.00% | +38.24% | -50.00% | -50.00% | 0.00% | 17:28 | 12:23 | 12:28 | 13:06 | 22:21 | 26:40 | 09:53 | 07:19 |
 | Chainmail | 7 | 30.43% | 98.1 | 42.86% | +30.36% | -42.86% | +7.14% | 8.96% | 14:44 | 04:18 | 11:06 | 11:18 | 16:41 | 26:11 | 05:35 | 04:08 |
 | Black King Bar | 18 | 78.26% | 96.2 | 27.78% | +27.78% | -7.78% | -2.78% | 1.82% | 19:42 | 16:31 | 18:14 | 19:23 | 20:59 | 23:24 | 02:45 | 02:02 |
 | Assault Cuirass | 8 | 34.78% | 94.3 | 37.50% | +24.17% | +12.50% | +12.50% | 0.00% | 31:20 | 24:52 | 26:42 | 31:56 | 33:20 | 38:45 | 06:38 | 04:54 |
 | Buckler | 8 | 34.78% | 92.5 | 37.50% | +24.17% | +12.50% | +12.50% | 0.00% | 30:02 | 23:46 | 25:49 | 29:13 | 31:42 | 38:25 | 05:53 | 04:21 |
 | Power Treads | 21 | 91.30% | 90.6 | 23.81% | +23.81% | +16.19% | -23.81% | -23.08% | 06:14 | 04:10 | 05:02 | 06:03 | 06:46 | 12:53 | 01:44 | 01:17 |
 | Blink Dagger | 4 | 17.39% | 88.7 | 50.00% | +34.21% | -50.00% | +50.00% | 0.00% | 37:14 | 32:19 | 32:19 | 35:45 | 37:19 | 43:34 | 05:00 | 03:42 |
 | Rod of Atos | 4 | 17.39% | 86.8 | 50.00% | +34.21% | -50.00% | +50.00% | 0.00% | 21:33 | 14:37 | 14:37 | 17:49 | 22:24 | 31:23 | 07:47 | 05:45 |
 | Gleipnir | 4 | 17.39% | 84.9 | 50.00% | +34.21% | -50.00% | +50.00% | 0.00% | 22:07 | 15:42 | 15:42 | 17:49 | 22:58 | 31:57 | 07:16 | 05:22 |
 | Boots of Speed | 23 | 100.00% | 83.0 | 21.74% | +21.74% | -5.07% | -5.07% | 0.00% | 05:02 | 01:55 | 03:23 | 04:35 | 05:18 | 11:29 | 01:55 | 01:25 |
 | Ring of Protection | 9 | 39.13% | 81.1 | 33.33% | +19.04% | -33.33% | +16.67% | 6.30% | 27:00 | 02:44 | 23:46 | 29:13 | 31:42 | 38:25 | 07:56 | 05:52 |
 | Magic Wand | 16 | 69.57% | 79.2 | 25.00% | +10.71% | 0.00% | 0.00% | 0.00% | 04:06 | -01:29 | -01:28 | 02:32 | 05:58 | 15:06 | 07:26 | 05:30 |
 | Satanic | 10 | 43.48% | 77.4 | 30.00% | +14.62% | +36.67% | -30.00% | -4.88% | 37:59 | 24:53 | 32:21 | 35:03 | 46:01 | 51:42 | 13:40 | 10:07 |
 | Void Stone | 10 | 43.48% | 75.5 | 30.00% | +14.62% | -30.00% | +20.00% | 4.32% | 20:56 | 10:42 | 13:00 | 14:08 | 24:34 | 46:13 | 11:34 | 08:34 |
 | Mage Slayer | 1 | 4.35% | 73.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 4.35% | 71.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:35 | 47:35 | 47:35 | 47:35 | 47:35 | 47:35 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 4.35% | 69.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 4.35% | 67.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 00:00 | 00:00 |
 | Butterfly | 1 | 4.35% | 66.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:58 | 43:58 | 43:58 | 43:58 | 43:58 | 43:58 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 4.35% | 64.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 00:00 | 00:00 |
 | Ring of Health | 1 | 4.35% | 62.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:29 | 45:29 | 45:29 | 45:29 | 45:29 | 45:29 | 00:00 | 00:00 |
 | Aghanim's Shard | 18 | 78.26% | 60.4 | 22.22% | +2.22% | -2.22% | +27.78% | 5.86% | 20:41 | 15:00 | 16:15 | 18:11 | 21:22 | 39:09 | 05:07 | 03:47 |
 | Morbid Mask | 11 | 47.83% | 58.5 | 27.27% | +10.60% | +6.06% | -27.27% | -3.11% | 35:30 | 21:28 | 30:24 | 33:55 | 41:06 | 46:20 | 10:42 | 07:55 |
 | Shadow Blade | 12 | 52.17% | 56.6 | 25.00% | +6.82% | +8.33% | -25.00% | -3.33% | 29:24 | 21:02 | 23:11 | 26:31 | 33:11 | 45:55 | 10:00 | 07:24 |
 | Magic Stick | 13 | 56.52% | 54.7 | 23.08% | +3.08% | +43.59% | -23.08% | -10.50% | 05:18 | -01:22 | 00:52 | 03:07 | 07:13 | 15:06 | 06:21 | 04:42 |
 | Blight Stone | 14 | 60.87% | 52.8 | 21.43% | -0.79% | -21.43% | +11.90% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Crown | 6 | 26.09% | 50.9 | 33.33% | +15.68% | -33.33% | +66.67% | 7.84% | 13:44 | 04:37 | 06:28 | 07:13 | 19:13 | 30:40 | 12:45 | 09:26 |
 | Orchid Malevolence | 8 | 34.78% | 49.1 | 25.00% | +5.00% | -25.00% | -25.00% | 0.00% | 14:50 | 10:56 | 12:52 | 13:39 | 14:23 | 24:34 | 01:31 | 01:07 |
 | Eye of Skadi | 8 | 34.78% | 47.2 | 25.00% | +5.00% | -25.00% | +25.00% | 3.32% | 34:08 | 25:06 | 25:08 | 31:15 | 40:11 | 44:00 | 15:03 | 11:08 |
 | Silver Edge | 9 | 39.13% | 45.3 | 22.22% | +0.79% | +27.78% | -22.22% | -2.97% | 31:37 | 23:29 | 24:18 | 27:48 | 41:09 | 45:55 | 16:51 | 12:28 |
 | Crystalys | 10 | 43.48% | 43.4 | 20.00% | -3.08% | +13.33% | -20.00% | -2.06% | 32:13 | 22:41 | 24:18 | 25:31 | 40:31 | 49:28 | 16:13 | 12:00 |
 | Moon Shard | 2 | 8.70% | 41.5 | 50.00% | +30.95% | +50.00% | 0.00% | 0.00% | 52:09 | 50:21 | 50:21 | 53:56 | 53:56 | 53:56 | 03:35 | 02:39 |
 | Swift Blink | 2 | 8.70% | 39.6 | 50.00% | +30.95% | -50.00% | 0.00% | 0.00% | 38:04 | 37:36 | 37:36 | 38:32 | 38:32 | 38:32 | 00:56 | 00:41 |
 | Maelstrom | 11 | 47.83% | 37.7 | 18.18% | -6.82% | -18.18% | -18.18% | 0.00% | 12:15 | 09:34 | 10:40 | 11:39 | 11:51 | 17:24 | 01:11 | 00:52 |
 | Javelin | 12 | 52.17% | 35.8 | 16.67% | -10.60% | -16.67% | -16.67% | 0.00% | 11:44 | 06:47 | 07:21 | 07:57 | 11:45 | 31:16 | 04:24 | 03:15 |
 | Aghanim's Scepter | 3 | 13.04% | 34.0 | 33.33% | +13.33% | -33.33% | 0.00% | 0.00% | 34:50 | 27:55 | 27:55 | 29:00 | 47:35 | 47:35 | 19:40 | 14:34 |
 | Nullifier | 3 | 13.04% | 32.1 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 36:36 | 29:51 | 29:51 | 35:45 | 44:12 | 44:12 | 14:21 | 10:37 |
 | Helm of Iron Will | 3 | 13.04% | 30.2 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 32:34 | 29:31 | 29:31 | 33:08 | 35:03 | 35:03 | 05:32 | 04:05 |
 | Bracer | 1 | 4.35% | 28.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:11 | 01:11 | 01:11 | 01:11 | 01:11 | 01:11 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 4.35% | 26.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:05 | 04:05 | 04:05 | 04:05 | 04:05 | 04:05 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 8.70% | 24.5 | 0.00% | -23.81% | 0.00% | 0.00% | 0.00% | 42:01 | 37:48 | 37:48 | 46:13 | 46:13 | 46:13 | 08:25 | 06:14 |
 | Fluffy Hat | 1 | 4.35% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 00:00 | 00:00 |
 | Force Staff | 1 | 4.35% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 00:00 | 00:00 |
 | Mjollnir | 4 | 17.39% | 18.9 | 0.00% | -26.32% | 0.00% | 0.00% | 0.00% | 25:29 | 13:25 | 13:25 | 26:34 | 28:28 | 33:28 | 15:03 | 11:08 |
 | Spirit Vessel | 1 | 4.35% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 4.35% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 8.70% | 13.2 | 0.00% | -23.81% | 0.00% | 0.00% | 0.00% | 54:55 | 51:51 | 51:51 | 57:58 | 57:58 | 57:58 | 06:07 | 04:31 |
 | Monkey King Bar | 2 | 8.70% | 11.3 | 0.00% | -23.81% | 0.00% | 0.00% | 0.00% | 33:50 | 31:58 | 31:58 | 35:41 | 35:41 | 35:41 | 03:43 | 02:45 |
 | Wind Lace | 2 | 8.70% | 9.4 | 0.00% | -23.81% | 0.00% | 0.00% | 0.00% | 13:09 | 12:01 | 12:01 | 14:16 | 14:16 | 14:16 | 02:15 | 01:40 |
 | Daedalus | 1 | 4.35% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 00:00 | 00:00 |
 | Solar Crest | 1 | 4.35% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 4.35% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 4.35% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 00:00 | 00:00 |