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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 | |
 | Boots of Bearing | 5 | 7.58% | 100.0 | 100.00% | +52.46% | 0.00% | 0.00% | 0.00% | 28:40 | 20:10 | 20:10 | 25:24 | 38:33 | 38:37 | 18:23 | 13:37 |
 | Force Staff | 47 | 71.21% | 98.1 | 61.70% | +35.38% | +21.63% | -11.70% | -3.57% | 24:26 | 14:02 | 18:38 | 22:29 | 27:58 | 42:30 | 09:20 | 06:54 |
 | Hurricane Pike | 42 | 63.64% | 96.2 | 59.52% | +22.02% | +31.39% | -19.52% | -5.56% | 27:23 | 15:43 | 22:07 | 25:58 | 31:16 | 49:18 | 09:09 | 06:46 |
 | Dragon Lance | 47 | 71.21% | 94.3 | 57.45% | +20.61% | +9.22% | -15.78% | -3.27% | 21:19 | 12:04 | 16:53 | 20:12 | 24:32 | 36:44 | 07:39 | 05:40 |
 | Fluffy Hat | 53 | 80.30% | 92.5 | 54.72% | +16.26% | -8.57% | +6.82% | 1.06% | 16:45 | 01:58 | 08:25 | 16:05 | 22:57 | 39:38 | 14:32 | 10:45 |
 | Magic Wand | 65 | 98.48% | 90.6 | 52.31% | +52.31% | +10.19% | -14.81% | -5.38% | 06:54 | 01:18 | 03:59 | 06:29 | 08:38 | 20:09 | 04:39 | 03:26 |
 | Magic Stick | 66 | 100.00% | 88.7 | 51.52% | +51.52% | +1.42% | -1.52% | -1.20% | 01:33 | -01:29 | -01:29 | 00:14 | 03:56 | 09:32 | 05:25 | 04:00 |
 | Power Treads | 46 | 69.70% | 86.8 | 54.35% | +9.35% | +3.98% | -8.90% | -1.62% | 15:18 | 06:16 | 10:33 | 12:59 | 18:29 | 44:41 | 07:56 | 05:52 |
 | Boots of Speed | 65 | 98.48% | 84.9 | 50.77% | -49.23% | -0.77% | -7.02% | -2.12% | 06:03 | -01:29 | 04:30 | 06:05 | 07:27 | 17:11 | 02:57 | 02:11 |
 | Scythe of Vyse | 3 | 4.55% | 83.0 | 100.00% | +50.79% | 0.00% | 0.00% | 0.00% | 43:20 | 38:17 | 38:17 | 44:57 | 46:47 | 46:47 | 08:30 | 06:17 |
 | Blight Stone | 18 | 27.27% | 81.1 | 55.56% | +5.56% | +44.44% | -30.56% | -3.76% | 14:18 | -01:29 | -01:29 | 15:49 | 21:25 | 36:26 | 22:54 | 16:57 |
 | Drum of Endurance | 18 | 27.27% | 79.2 | 55.56% | +5.56% | +24.44% | -5.56% | -2.94% | 18:14 | 11:54 | 13:03 | 16:26 | 23:16 | 34:19 | 10:13 | 07:34 |
 | Tranquil Boots | 9 | 13.64% | 77.4 | 66.67% | +17.55% | -16.67% | -16.67% | 0.00% | 21:55 | 06:57 | 11:01 | 20:35 | 27:25 | 38:33 | 16:24 | 12:08 |
 | Wind Lace | 30 | 45.45% | 75.5 | 46.67% | -8.89% | +15.83% | -3.81% | -2.11% | 14:59 | -01:29 | 10:47 | 12:07 | 20:05 | 33:41 | 09:18 | 06:53 |
 | Aghanim's Scepter | 10 | 15.15% | 73.6 | 60.00% | +10.00% | +6.67% | -10.00% | -2.51% | 32:02 | 23:44 | 27:23 | 31:29 | 34:02 | 44:10 | 06:39 | 04:55 |
 | Glimmer Cape | 8 | 12.12% | 71.7 | 62.50% | +12.50% | -12.50% | -12.50% | 0.00% | 22:54 | 16:00 | 16:34 | 19:20 | 26:11 | 35:00 | 09:37 | 07:07 |
 | Chainmail | 16 | 24.24% | 69.8 | 50.00% | -2.00% | 0.00% | -50.00% | -3.82% | 24:48 | 13:05 | 17:08 | 22:10 | 30:13 | 47:28 | 13:05 | 09:41 |
 | Cornucopia | 6 | 9.09% | 67.9 | 66.67% | +16.67% | -16.67% | +33.33% | 2.22% | 26:56 | 14:25 | 18:34 | 19:24 | 41:07 | 47:01 | 22:33 | 16:42 |
 | Aghanim's Shard | 4 | 6.06% | 66.0 | 75.00% | +25.00% | -75.00% | +25.00% | 14.78% | 21:26 | 15:55 | 15:55 | 22:38 | 22:41 | 24:31 | 06:46 | 05:00 |
 | Orchid Malevolence | 4 | 6.06% | 64.2 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 18:29 | 14:25 | 14:25 | 18:49 | 19:34 | 21:06 | 05:09 | 03:48 |
 | Buckler | 2 | 3.03% | 62.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:33 | 29:39 | 29:39 | 35:26 | 35:26 | 35:26 | 05:47 | 04:17 |
 | Null Talisman | 2 | 3.03% | 60.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 03:44 | 02:36 | 02:36 | 04:51 | 04:51 | 04:51 | 02:15 | 01:40 |
 | Void Stone | 8 | 12.12% | 58.5 | 50.00% | -1.72% | -50.00% | +50.00% | 3.29% | 27:41 | 07:31 | 08:38 | 26:00 | 39:00 | 46:47 | 30:22 | 22:29 |
 | Medallion of Courage | 12 | 18.18% | 56.6 | 41.67% | -12.03% | -8.34% | -41.67% | -3.32% | 23:12 | 14:31 | 16:41 | 21:54 | 26:44 | 36:26 | 10:03 | 07:26 |
 | Solar Crest | 10 | 15.15% | 54.7 | 40.00% | -13.57% | +26.67% | -40.00% | -8.08% | 25:49 | 15:34 | 22:23 | 25:23 | 30:38 | 34:08 | 08:15 | 06:06 |
 | Crown | 10 | 15.15% | 52.8 | 40.00% | -13.57% | +26.67% | -40.00% | -5.89% | 23:15 | 10:49 | 18:17 | 22:57 | 29:36 | 33:41 | 11:19 | 08:22 |
 | Moon Shard | 3 | 4.55% | 50.9 | 66.67% | +15.88% | +33.33% | 0.00% | 0.00% | 49:52 | 38:57 | 38:57 | 54:27 | 56:13 | 56:13 | 17:16 | 12:47 |
 | Witch Blade | 3 | 4.55% | 49.1 | 66.67% | +15.88% | +33.33% | 0.00% | 0.00% | 36:07 | 29:55 | 29:55 | 30:58 | 47:28 | 47:28 | 17:33 | 13:00 |
 | Black King Bar | 3 | 4.55% | 47.2 | 66.67% | +15.88% | +33.33% | 0.00% | 0.00% | 44:31 | 33:34 | 33:34 | 44:35 | 55:24 | 55:24 | 21:50 | 16:10 |
 | Ghost Scepter | 3 | 4.55% | 45.3 | 66.67% | +15.88% | -66.67% | 0.00% | 0.00% | 34:55 | 26:47 | 26:47 | 30:27 | 47:32 | 47:32 | 20:45 | 15:22 |
 | Monkey King Bar | 3 | 4.55% | 43.4 | 66.67% | +15.88% | +33.33% | 0.00% | 0.00% | 33:53 | 26:34 | 26:34 | 37:12 | 37:53 | 37:53 | 11:19 | 08:22 |
 | Javelin | 3 | 4.55% | 41.5 | 66.67% | +15.88% | +33.33% | 0.00% | 0.00% | 31:12 | 24:58 | 24:58 | 31:14 | 37:24 | 37:24 | 12:26 | 09:12 |
 | Ring of Protection | 9 | 13.64% | 39.6 | 33.33% | -21.06% | -33.33% | +66.67% | 13.22% | 10:05 | -01:29 | -01:28 | 07:46 | 09:02 | 35:25 | 10:30 | 07:46 |
 | Blink Dagger | 1 | 1.52% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.52% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.52% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.52% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.52% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.52% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.52% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.52% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 3.03% | 22.6 | 50.00% | -1.56% | +50.00% | 0.00% | 0.00% | 33:49 | 30:12 | 30:12 | 37:26 | 37:26 | 37:26 | 07:14 | 05:21 |
 | Pipe of Insight | 3 | 4.55% | 20.8 | 33.33% | -19.05% | -33.33% | 0.00% | 0.00% | 25:04 | 19:39 | 19:39 | 27:43 | 27:50 | 27:50 | 08:11 | 06:03 |
 | Headdress | 3 | 4.55% | 18.9 | 33.33% | -19.05% | -33.33% | 0.00% | 0.00% | 18:30 | 08:59 | 08:59 | 21:00 | 25:31 | 25:31 | 16:32 | 12:14 |
 | Sange | 3 | 4.55% | 17.0 | 33.33% | -19.05% | +66.67% | 0.00% | 0.00% | 33:19 | 26:36 | 26:36 | 32:01 | 41:21 | 41:21 | 14:45 | 10:55 |
 | Ring of Health | 4 | 6.06% | 15.1 | 25.00% | -28.23% | -25.00% | +75.00% | 8.61% | 19:05 | 11:33 | 11:33 | 14:11 | 23:10 | 27:24 | 11:37 | 08:36 |
 | Wraith Band | 5 | 7.58% | 13.2 | 20.00% | -34.10% | +80.00% | -20.00% | -3.96% | 19:45 | 02:11 | 02:11 | 24:28 | 27:27 | 32:14 | 25:16 | 18:42 |
 | Bracer | 1 | 1.52% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.52% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.52% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:32 | 43:32 | 43:32 | 43:32 | 43:32 | 43:32 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.52% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.52% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 00:00 | 00:00 |
 | Pavise | 3 | 4.55% | 1.9 | 0.00% | -53.97% | 0.00% | 0.00% | 0.00% | 09:58 | 09:23 | 09:23 | 09:50 | 10:42 | 10:42 | 01:19 | 00:58 |