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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 | |
 | Skull Basher | 7 | 8.05% | 100.0 | 100.00% | +46.25% | 0.00% | 0.00% | 0.00% | 35:59 | 25:23 | 29:12 | 32:54 | 35:05 | 55:12 | 05:53 | 04:21 |
 | Butterfly | 28 | 32.18% | 98.5 | 75.00% | +25.85% | +25.00% | -3.57% | -4.03% | 31:40 | 19:36 | 27:35 | 31:09 | 34:40 | 50:22 | 07:05 | 05:14 |
 | Wind Lace | 28 | 32.18% | 97.0 | 75.00% | +25.85% | +10.71% | -3.57% | -3.13% | 09:36 | 02:26 | 07:00 | 09:57 | 11:34 | 16:08 | 04:34 | 03:22 |
 | Heart of Tarrasque | 69 | 79.31% | 95.5 | 62.32% | +23.43% | +8.27% | -21.14% | -8.48% | 24:24 | 19:36 | 22:27 | 24:24 | 25:55 | 29:40 | 03:28 | 02:34 |
 | Void Stone | 76 | 87.36% | 93.9 | 59.21% | +13.76% | -1.32% | -1.32% | 0.00% | 20:06 | 07:16 | 15:47 | 17:07 | 20:52 | 1:04:56 | 05:05 | 03:45 |
 | Yasha | 80 | 91.95% | 92.4 | 58.75% | +15.89% | +6.25% | -18.75% | -14.56% | 11:24 | 08:46 | 10:28 | 11:14 | 12:11 | 14:22 | 01:43 | 01:16 |
 | Quelling Blade | 80 | 91.95% | 90.9 | 58.75% | +15.89% | -8.75% | +6.25% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:29 | 00:44 | 00:00 | 00:00 |
 | Power Treads | 80 | 91.95% | 89.4 | 58.75% | +15.89% | +6.25% | -13.75% | -13.79% | 06:28 | 04:35 | 05:35 | 06:20 | 07:02 | 10:18 | 01:27 | 01:04 |
 | Manta Style | 79 | 90.80% | 87.9 | 58.23% | +8.23% | +21.77% | -28.23% | -18.18% | 16:07 | 12:45 | 14:20 | 15:23 | 17:05 | 29:53 | 02:45 | 02:02 |
 | Aghanim's Scepter | 18 | 20.69% | 86.4 | 72.22% | +18.60% | -12.22% | +27.78% | 2.79% | 40:01 | 24:38 | 33:37 | 36:30 | 47:57 | 60:36 | 14:20 | 10:37 |
 | Boots of Speed | 87 | 100.00% | 84.8 | 57.47% | +57.47% | -7.47% | -12.02% | -2.39% | 04:12 | -01:29 | 03:25 | 04:27 | 05:19 | 10:18 | 01:54 | 01:24 |
 | Wraith Band | 70 | 80.46% | 83.3 | 58.57% | +5.63% | +24.76% | +0.25% | -24.51% | 02:18 | -01:29 | 01:45 | 02:13 | 02:35 | 08:18 | 00:50 | 00:37 |
 | Orchid Malevolence | 70 | 80.46% | 81.8 | 57.14% | -1.68% | +20.64% | -15.96% | -11.56% | 21:48 | 13:54 | 18:22 | 19:37 | 21:32 | 50:42 | 03:10 | 02:20 |
 | Bloodthorn | 49 | 56.32% | 80.3 | 59.18% | +3.92% | +24.15% | -25.85% | -4.86% | 33:22 | 24:11 | 27:46 | 31:37 | 38:03 | 50:42 | 10:17 | 07:37 |
 | Mage Slayer | 53 | 60.92% | 78.8 | 58.49% | +2.61% | +18.43% | -20.03% | -4.05% | 30:51 | 15:57 | 25:20 | 29:33 | 34:50 | 50:42 | 09:30 | 07:02 |
 | Aghanim's Shard | 34 | 39.08% | 77.3 | 61.76% | +7.04% | +16.02% | +0.74% | -1.27% | 32:47 | 23:07 | 26:07 | 28:40 | 38:10 | 56:52 | 12:03 | 08:55 |
 | Aghanim's Blessing | 12 | 13.79% | 75.8 | 75.00% | +20.33% | +25.00% | +25.00% | 0.00% | 48:15 | 36:30 | 43:31 | 47:57 | 51:00 | 60:36 | 07:29 | 05:32 |
 | Abyssal Blade | 4 | 4.60% | 74.2 | 100.00% | +44.58% | 0.00% | 0.00% | 0.00% | 43:54 | 34:44 | 34:44 | 35:24 | 49:59 | 55:27 | 15:15 | 11:17 |
 | Vanguard | 4 | 4.60% | 72.7 | 100.00% | +44.58% | 0.00% | 0.00% | 0.00% | 42:20 | 33:23 | 33:23 | 34:25 | 46:04 | 55:27 | 12:41 | 09:23 |
 | Scythe of Vyse | 15 | 17.24% | 71.2 | 66.67% | +11.11% | +33.33% | -16.67% | -6.80% | 39:23 | 29:23 | 35:06 | 39:41 | 42:27 | 54:24 | 07:21 | 05:26 |
 | Boots of Travel 2 | 6 | 6.90% | 69.7 | 83.33% | +27.77% | +16.67% | +16.67% | 0.00% | 52:23 | 38:29 | 46:47 | 52:47 | 58:25 | 59:53 | 11:38 | 08:37 |
 | Eye of Skadi | 21 | 24.14% | 68.2 | 57.14% | -0.44% | +22.86% | -37.14% | -9.35% | 31:43 | 19:14 | 27:52 | 31:43 | 34:17 | 47:56 | 06:25 | 04:45 |
 | Black King Bar | 33 | 37.93% | 66.7 | 51.52% | -9.59% | -1.52% | -1.52% | 0.00% | 36:29 | 25:33 | 30:12 | 32:27 | 36:19 | 1:12:44 | 06:07 | 04:31 |
 | Magic Stick | 34 | 39.08% | 65.2 | 47.06% | -17.09% | -2.62% | +2.94% | 5.56% | 01:14 | -01:29 | -01:29 | -01:22 | 01:45 | 14:27 | 03:14 | 02:23 |
 | Moon Shard | 7 | 8.05% | 63.6 | 71.43% | +15.18% | +28.57% | +28.57% | 0.00% | 53:23 | 45:20 | 48:46 | 53:57 | 56:50 | 1:01:42 | 08:04 | 05:58 |
 | Ring of Basilius | 10 | 11.49% | 62.1 | 60.00% | +2.86% | +6.67% | -10.00% | -7.41% | 12:46 | 02:51 | 06:52 | 07:31 | 09:07 | 57:23 | 02:15 | 01:40 |
 | Ring of Health | 10 | 11.49% | 60.6 | 60.00% | +2.86% | +6.67% | -60.00% | -2.82% | 38:44 | 19:46 | 28:41 | 33:23 | 52:20 | 1:04:14 | 23:39 | 17:31 |
 | Magic Wand | 22 | 25.29% | 59.1 | 45.45% | -16.09% | +4.55% | -5.45% | -2.08% | 06:46 | -01:28 | 03:35 | 06:24 | 08:23 | 18:53 | 04:48 | 03:33 |
 | Buckler | 6 | 6.90% | 57.6 | 66.67% | +9.88% | +33.33% | -66.67% | 0.00% | 36:08 | 17:18 | 17:56 | 21:46 | 52:17 | 57:23 | 34:21 | 25:26 |
 | Ring of Protection | 6 | 6.90% | 57.6 | 66.67% | +9.88% | +33.33% | -66.67% | 0.00% | 36:08 | 17:18 | 17:56 | 21:46 | 52:17 | 57:23 | 34:21 | 25:26 |
 | Shadow Blade | 9 | 10.34% | 54.5 | 55.56% | -2.13% | +44.44% | -55.56% | -25.00% | 38:25 | 33:57 | 34:17 | 37:12 | 38:17 | 53:16 | 04:00 | 02:57 |
 | Silver Edge | 9 | 10.34% | 53.0 | 55.56% | -2.13% | +44.44% | -55.56% | -17.60% | 39:17 | 33:57 | 34:17 | 37:54 | 39:58 | 53:16 | 05:41 | 04:12 |
 | Assault Cuirass | 2 | 2.30% | 51.5 | 100.00% | +43.53% | 0.00% | 0.00% | 0.00% | 51:54 | 51:06 | 51:06 | 52:42 | 52:42 | 52:42 | 01:36 | 01:11 |
 | Diffusal Blade | 2 | 2.30% | 50.0 | 100.00% | +43.53% | 0.00% | 0.00% | 0.00% | 17:53 | 16:37 | 16:37 | 19:08 | 19:08 | 19:08 | 02:31 | 01:51 |
 | Crystalys | 10 | 11.49% | 48.5 | 50.00% | -8.44% | +50.00% | 0.00% | -10.95% | 38:13 | 33:57 | 34:20 | 36:43 | 38:54 | 53:16 | 04:34 | 03:22 |
 | Blink Dagger | 9 | 10.34% | 47.0 | 44.44% | -14.53% | +5.56% | +5.56% | 0.00% | 44:27 | 35:50 | 38:01 | 42:47 | 45:35 | 59:37 | 07:34 | 05:36 |
 | Swift Blink | 6 | 6.90% | 45.5 | 50.00% | -8.02% | 0.00% | +50.00% | 0.00% | 47:35 | 38:36 | 41:20 | 43:02 | 55:00 | 59:57 | 13:40 | 10:07 |
 | Arcane Boots | 6 | 6.90% | 43.9 | 50.00% | -8.02% | +50.00% | -50.00% | 0.00% | 12:24 | 09:25 | 09:29 | 10:43 | 12:19 | 21:03 | 02:50 | 02:05 |
 | Guardian Greaves | 3 | 3.45% | 42.4 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 24:34 | 21:24 | 21:24 | 23:16 | 29:02 | 29:02 | 07:38 | 05:39 |
 | Chainmail | 3 | 3.45% | 40.9 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 13:19 | 12:33 | 12:33 | 13:27 | 13:58 | 13:58 | 01:25 | 01:02 |
 | Linken's Sphere | 3 | 3.45% | 39.4 | 66.67% | +9.53% | -66.67% | 0.00% | 0.00% | 28:58 | 26:21 | 26:21 | 28:44 | 31:48 | 31:48 | 05:27 | 04:02 |
 | Mekansm | 3 | 3.45% | 37.9 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 15:46 | 14:13 | 14:13 | 15:46 | 17:19 | 17:19 | 03:06 | 02:17 |
 | Hand of Midas | 3 | 3.45% | 36.4 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 26:56 | 09:49 | 09:49 | 10:47 | 60:13 | 60:13 | 50:24 | 37:20 |
 | Nullifier | 4 | 4.60% | 34.8 | 50.00% | -7.83% | +50.00% | +50.00% | 0.00% | 37:14 | 31:00 | 31:00 | 32:51 | 41:11 | 43:54 | 10:11 | 07:32 |
 | Helm of Iron Will | 4 | 4.60% | 33.3 | 50.00% | -7.83% | +50.00% | +50.00% | 0.00% | 36:57 | 30:41 | 30:41 | 32:51 | 40:31 | 43:44 | 09:50 | 07:17 |
 | Lotus Orb | 1 | 1.15% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:46 | 19:46 | 19:46 | 19:46 | 19:46 | 19:46 | 00:00 | 00:00 |
 | Radiance | 1 | 1.15% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 00:00 | 00:00 |
 | Desolator | 1 | 1.15% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.15% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 00:00 | 00:00 |
 | Headdress | 5 | 5.75% | 25.8 | 40.00% | -18.54% | -40.00% | -40.00% | 0.00% | 12:35 | 10:04 | 10:04 | 11:41 | 13:27 | 16:28 | 03:23 | 02:30 |
 | Aeon Disk | 2 | 2.30% | 24.2 | 50.00% | -7.65% | -50.00% | 0.00% | 0.00% | 52:48 | 49:49 | 49:49 | 55:46 | 55:46 | 55:46 | 05:57 | 04:24 |
 | Refresher Orb | 3 | 3.45% | 22.7 | 33.33% | -25.00% | -33.33% | 0.00% | 0.00% | 1:02:28 | 52:42 | 52:42 | 1:04:15 | 1:10:27 | 1:10:27 | 17:45 | 13:08 |
 | Orb of Venom | 5 | 5.75% | 21.2 | 20.00% | -39.76% | +80.00% | -20.00% | 0.00% | -01:18 | -01:29 | -01:29 | -01:29 | -01:01 | -01:00 | 00:28 | 00:20 |
 | Morbid Mask | 1 | 1.15% | 19.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.15% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.15% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.15% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.15% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:57 | 20:57 | 20:57 | 20:57 | 20:57 | 20:57 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.15% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.15% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:01 | 48:01 | 48:01 | 48:01 | 48:01 | 48:01 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.15% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.15% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.15% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.15% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:56 | 49:56 | 49:56 | 49:56 | 49:56 | 49:56 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.15% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.15% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:01 | 48:01 | 48:01 | 48:01 | 48:01 | 48:01 | 00:00 | 00:00 |