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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 | |
 | Linken's Sphere | 51 | 39.84% | 100.0 | 68.63% | +30.97% | +0.60% | +0.60% | 0.00% | 31:38 | 20:25 | 28:24 | 30:34 | 33:08 | 47:29 | 04:44 | 03:30 |
 | Daedalus | 31 | 24.22% | 98.4 | 70.97% | +27.67% | -8.47% | +4.03% | 1.31% | 38:22 | 25:18 | 31:43 | 37:35 | 41:16 | 51:27 | 09:33 | 07:04 |
 | Cornucopia | 53 | 41.41% | 96.8 | 66.04% | +27.37% | +3.19% | +10.88% | 1.57% | 30:11 | 07:45 | 27:09 | 29:19 | 32:03 | 47:29 | 04:54 | 03:37 |
 | Harpoon | 25 | 19.53% | 95.2 | 72.00% | +27.34% | +11.33% | +11.33% | 0.00% | 35:51 | 15:58 | 27:47 | 36:54 | 40:13 | 56:50 | 12:26 | 09:12 |
 | Diadem | 24 | 18.75% | 93.7 | 70.83% | +25.64% | +12.50% | -4.16% | -1.37% | 34:28 | 15:06 | 27:25 | 35:54 | 39:32 | 56:36 | 12:07 | 08:58 |
 | Nullifier | 44 | 34.38% | 92.1 | 63.64% | +20.78% | +9.09% | -9.09% | -2.46% | 32:31 | 21:02 | 27:55 | 31:51 | 35:19 | 45:02 | 07:24 | 05:28 |
 | Manta Style | 111 | 86.72% | 90.5 | 54.05% | +30.52% | +3.09% | -11.19% | -3.65% | 22:52 | 18:16 | 20:28 | 22:03 | 24:23 | 34:37 | 03:55 | 02:54 |
 | Helm of Iron Will | 48 | 37.50% | 88.9 | 58.33% | +13.33% | 0.00% | -8.33% | -1.01% | 30:35 | 15:44 | 26:29 | 29:08 | 34:44 | 43:39 | 08:15 | 06:06 |
 | Yasha | 115 | 89.84% | 87.3 | 52.17% | +21.40% | +16.80% | -10.79% | -8.58% | 18:48 | 13:16 | 16:41 | 18:07 | 19:54 | 31:33 | 03:13 | 02:22 |
 | Echo Sabre | 123 | 96.09% | 85.7 | 50.41% | +10.41% | +1.20% | -5.25% | -2.87% | 14:10 | 10:43 | 12:47 | 13:50 | 15:02 | 32:45 | 02:15 | 01:40 |
 | Eye of Skadi | 14 | 10.94% | 84.1 | 71.43% | +24.06% | -21.43% | -4.76% | 2.58% | 35:39 | 27:49 | 31:30 | 34:09 | 37:58 | 46:28 | 06:28 | 04:47 |
 | Boots of Speed | 128 | 100.00% | 82.5 | 50.00% | +50.00% | 0.00% | -3.12% | -1.56% | 05:36 | 01:18 | 04:37 | 05:43 | 06:37 | 09:35 | 02:00 | 01:28 |
 | Crystalys | 65 | 50.78% | 81.0 | 53.85% | +7.82% | +2.40% | +2.40% | 0.00% | 33:36 | 21:42 | 27:30 | 33:03 | 38:00 | 50:39 | 10:30 | 07:46 |
 | Power Treads | 127 | 99.22% | 79.4 | 49.61% | -50.39% | +12.89% | -12.11% | -15.31% | 08:17 | 04:44 | 07:24 | 08:14 | 09:02 | 11:36 | 01:38 | 01:12 |
 | Magic Wand | 121 | 94.53% | 77.8 | 49.59% | -7.55% | +7.08% | +3.74% | -1.39% | 05:06 | -01:30 | 04:01 | 05:02 | 06:25 | 18:33 | 02:24 | 01:46 |
 | Bottle | 100 | 78.13% | 76.2 | 50.00% | 0.00% | +2.00% | +2.00% | 0.00% | 01:58 | 00:09 | 01:35 | 01:46 | 02:00 | 11:47 | 00:25 | 00:18 |
 | Magic Stick | 118 | 92.19% | 74.6 | 48.31% | -21.69% | +8.36% | +3.41% | -2.58% | 03:10 | -01:29 | 02:12 | 02:55 | 04:07 | 17:55 | 01:55 | 01:25 |
 | Bracer | 108 | 84.38% | 73.0 | 48.15% | -11.85% | 0.00% | -14.82% | -11.26% | 03:46 | -00:02 | 03:04 | 03:39 | 04:23 | 10:26 | 01:19 | 00:58 |
 | Void Stone | 6 | 4.69% | 71.4 | 83.33% | +34.97% | -33.33% | +16.67% | 10.45% | 41:56 | 37:07 | 38:14 | 41:18 | 43:01 | 49:07 | 04:47 | 03:32 |
 | Silver Edge | 18 | 14.06% | 69.8 | 55.56% | +6.47% | +4.44% | -30.56% | -3.26% | 37:21 | 25:39 | 31:36 | 33:35 | 42:21 | 51:03 | 10:45 | 07:57 |
 | Black King Bar | 26 | 20.31% | 68.3 | 50.00% | 0.00% | +7.14% | -33.33% | -2.96% | 38:25 | 19:14 | 30:52 | 35:03 | 44:33 | 57:28 | 13:41 | 10:08 |
 | Quelling Blade | 19 | 14.84% | 66.7 | 47.37% | -3.09% | +12.63% | +12.63% | 0.00% | -00:19 | -01:29 | -01:29 | -01:29 | -01:29 | 08:07 | 00:00 | 00:00 |
 | Shadow Blade | 19 | 14.84% | 65.1 | 47.37% | -3.09% | +12.63% | -7.37% | -1.47% | 35:06 | 23:03 | 27:05 | 33:09 | 40:41 | 51:01 | 13:36 | 10:04 |
 | Scythe of Vyse | 4 | 3.13% | 63.5 | 75.00% | +25.81% | -75.00% | +25.00% | 17.70% | 42:40 | 37:12 | 37:12 | 41:29 | 42:51 | 49:07 | 05:39 | 04:11 |
 | Boots of Travel | 7 | 5.47% | 61.9 | 57.14% | +7.55% | -57.14% | +42.86% | 18.75% | 46:03 | 40:28 | 41:58 | 45:32 | 47:18 | 53:20 | 05:20 | 03:57 |
 | Ring of Health | 2 | 1.56% | 60.3 | 100.00% | +50.79% | 0.00% | 0.00% | 0.00% | 40:38 | 38:14 | 38:14 | 43:01 | 43:01 | 43:01 | 04:47 | 03:32 |
 | Morbid Mask | 2 | 1.56% | 58.7 | 100.00% | +50.79% | 0.00% | 0.00% | 0.00% | 46:55 | 42:35 | 42:35 | 51:14 | 51:14 | 51:14 | 08:39 | 06:24 |
 | Assault Cuirass | 2 | 1.56% | 57.1 | 100.00% | +50.79% | 0.00% | 0.00% | 0.00% | 40:14 | 38:28 | 38:28 | 42:00 | 42:00 | 42:00 | 03:32 | 02:37 |
 | Buckler | 2 | 1.56% | 55.6 | 100.00% | +50.79% | 0.00% | 0.00% | 0.00% | 39:06 | 37:19 | 37:19 | 40:53 | 40:53 | 40:53 | 03:34 | 02:38 |
 | Satanic | 2 | 1.56% | 54.0 | 100.00% | +50.79% | 0.00% | 0.00% | 0.00% | 47:08 | 42:49 | 42:49 | 51:27 | 51:27 | 51:27 | 08:38 | 06:23 |
 | Ring of Protection | 2 | 1.56% | 52.4 | 100.00% | +50.79% | 0.00% | 0.00% | 0.00% | 39:06 | 37:19 | 37:19 | 40:52 | 40:52 | 40:52 | 03:33 | 02:37 |
 | Wraith Band | 15 | 11.72% | 50.8 | 40.00% | -11.33% | -15.00% | +10.00% | 13.27% | 04:10 | 01:47 | 02:53 | 04:15 | 04:46 | 07:56 | 01:53 | 01:23 |
 | Mage Slayer | 3 | 2.34% | 49.2 | 66.67% | +17.07% | +33.33% | 0.00% | 0.00% | 29:58 | 20:16 | 20:16 | 26:12 | 43:27 | 43:27 | 23:11 | 17:10 |
 | Desolator | 7 | 5.47% | 47.6 | 42.86% | -7.55% | -42.86% | +7.14% | 5.43% | 30:25 | 20:51 | 24:39 | 27:37 | 33:51 | 43:59 | 09:12 | 06:48 |
 | Aghanim's Shard | 4 | 3.13% | 46.0 | 50.00% | 0.00% | +50.00% | -50.00% | -11.88% | 49:45 | 43:03 | 43:03 | 44:22 | 51:28 | 60:05 | 08:25 | 06:14 |
 | Moon Shard | 1 | 0.78% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.78% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.78% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:19 | 18:19 | 18:19 | 18:19 | 18:19 | 18:19 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.78% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 00:00 | 00:00 |
 | Crown | 1 | 0.78% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.78% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:19 | 49:19 | 49:19 | 49:19 | 49:19 | 49:19 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.78% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.78% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.78% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.78% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.78% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 00:00 | 00:00 |
 | Radiance | 1 | 0.78% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.78% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:30 | 25:30 | 25:30 | 25:30 | 25:30 | 25:30 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.78% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:29 | 58:29 | 58:29 | 58:29 | 58:29 | 58:29 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.78% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 00:00 | 00:00 |
 | Javelin | 1 | 0.78% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Blight Stone | 7 | 5.47% | 19.0 | 28.57% | -22.67% | +21.43% | -28.57% | -4.76% | 24:03 | 13:41 | 15:10 | 21:15 | 25:40 | 43:59 | 10:30 | 07:46 |
 | Aghanim's Scepter | 7 | 5.47% | 17.5 | 28.57% | -22.67% | +21.43% | -28.57% | -3.56% | 31:32 | 17:39 | 20:08 | 32:10 | 34:10 | 56:53 | 14:02 | 10:23 |
 | Wind Lace | 2 | 1.56% | 15.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 16:14 | 16:02 | 16:02 | 16:25 | 16:25 | 16:25 | 00:23 | 00:17 |
 | Bloodthorn | 2 | 1.56% | 14.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 41:35 | 39:29 | 39:29 | 43:40 | 43:40 | 43:40 | 04:11 | 03:05 |
 | Orchid Malevolence | 2 | 1.56% | 12.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 41:29 | 39:18 | 39:18 | 43:40 | 43:40 | 43:40 | 04:22 | 03:14 |
 | Aghanim's Blessing | 2 | 1.56% | 11.1 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 45:42 | 34:30 | 34:30 | 56:53 | 56:53 | 56:53 | 22:23 | 16:34 |
 | Blink Dagger | 3 | 2.34% | 9.5 | 33.33% | -17.07% | -33.33% | 0.00% | 0.00% | 40:16 | 21:43 | 21:43 | 44:41 | 54:25 | 54:25 | 32:42 | 24:13 |
 | Heaven's Halberd | 3 | 2.34% | 7.9 | 33.33% | -17.07% | -33.33% | 0.00% | 0.00% | 23:46 | 19:55 | 19:55 | 21:16 | 30:06 | 30:06 | 10:11 | 07:32 |
 | Sange | 3 | 2.34% | 6.3 | 33.33% | -17.07% | -33.33% | 0.00% | 0.00% | 21:26 | 16:58 | 16:58 | 17:14 | 30:06 | 30:06 | 13:08 | 09:43 |
 | Divine Rapier | 3 | 2.34% | 4.8 | 33.33% | -17.07% | +66.67% | 0.00% | 0.00% | 43:07 | 41:26 | 41:26 | 42:15 | 45:40 | 45:40 | 04:14 | 03:08 |
 | Heart of Tarrasque | 1 | 0.78% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 00:00 | 00:00 |
 | Battle Fury | 2 | 1.56% | 1.6 | 0.00% | -50.79% | 0.00% | 0.00% | 0.00% | 16:18 | 15:05 | 15:05 | 17:31 | 17:31 | 17:31 | 02:26 | 01:48 |