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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 | 9 | 7.83% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:18 | 25:23 | 29:12 | 32:54 | 35:05 | 55:12 | 05:53 | 04:21 |
 | Butterfly | 34 | 29.57% | 98.5 | 73.53% | +27.85% | +26.47% | +1.47% | -3.43% | 32:21 | 19:36 | 28:08 | 31:29 | 35:25 | 50:22 | 07:17 | 05:23 |
 | Abyssal Blade | 6 | 5.22% | 97.0 | 100.00% | +48.62% | 0.00% | 0.00% | 0.00% | 40:35 | 32:33 | 34:44 | 35:23 | 49:59 | 55:27 | 15:15 | 11:17 |
 | Vanguard | 6 | 5.22% | 95.5 | 100.00% | +48.62% | 0.00% | 0.00% | 0.00% | 38:32 | 29:01 | 32:49 | 33:23 | 46:04 | 55:27 | 13:15 | 09:48 |
 | Heart of Tarrasque | 94 | 81.74% | 93.9 | 58.51% | +25.18% | +16.49% | -23.73% | -12.44% | 24:35 | 19:36 | 22:42 | 24:30 | 25:56 | 30:13 | 03:14 | 02:23 |
 | Aghanim's Scepter | 20 | 17.39% | 92.4 | 70.00% | +19.47% | -10.00% | +10.00% | 1.40% | 42:22 | 24:38 | 33:37 | 37:19 | 47:57 | 1:19:40 | 14:20 | 10:37 |
 | Quelling Blade | 107 | 93.04% | 90.9 | 55.14% | +17.64% | +7.82% | +4.12% | 0.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:29 | 01:23 | 00:00 | 00:00 |
 | Void Stone | 101 | 87.83% | 89.4 | 55.45% | +12.59% | +8.55% | +0.55% | -1.72% | 20:07 | 07:16 | 16:13 | 17:40 | 20:52 | 1:04:56 | 04:39 | 03:26 |
 | Yasha | 108 | 93.91% | 87.9 | 54.63% | +11.77% | +8.33% | -17.59% | -16.03% | 11:25 | 08:46 | 10:34 | 11:20 | 12:11 | 14:22 | 01:37 | 01:11 |
 | Power Treads | 108 | 93.91% | 86.4 | 54.63% | +11.77% | +8.33% | -21.30% | -17.96% | 06:34 | 04:35 | 05:38 | 06:30 | 07:17 | 10:18 | 01:39 | 01:13 |
 | Boots of Speed | 115 | 100.00% | 84.8 | 53.91% | +53.91% | -19.43% | -9.08% | 5.31% | 04:01 | -01:29 | 03:21 | 04:25 | 05:18 | 10:18 | 01:57 | 01:26 |
 | Wind Lace | 41 | 35.65% | 83.3 | 60.98% | +10.98% | +9.02% | -10.98% | -3.87% | 09:25 | 02:26 | 06:41 | 08:58 | 11:51 | 16:08 | 05:10 | 03:49 |
 | Manta Style | 107 | 93.04% | 81.8 | 54.21% | +4.21% | +19.86% | -13.47% | -13.33% | 15:57 | 12:41 | 14:22 | 15:23 | 16:52 | 29:53 | 02:30 | 01:51 |
 | Orchid Malevolence | 94 | 81.74% | 80.3 | 54.26% | +1.88% | +20.74% | -10.78% | -10.01% | 21:44 | 13:54 | 18:29 | 19:43 | 21:38 | 50:42 | 03:09 | 02:20 |
 | Bloodthorn | 64 | 55.65% | 78.8 | 56.25% | +5.27% | +31.25% | -18.75% | -5.78% | 33:16 | 24:11 | 28:06 | 31:37 | 36:45 | 50:42 | 08:39 | 06:24 |
 | Mage Slayer | 71 | 61.74% | 77.3 | 54.93% | +2.66% | +6.18% | -21.60% | -2.76% | 29:52 | 15:17 | 24:39 | 28:45 | 34:44 | 50:42 | 10:05 | 07:28 |
 | Wraith Band | 92 | 80.00% | 75.8 | 53.26% | -3.26% | +16.31% | +7.61% | -8.70% | 02:13 | -01:29 | 01:38 | 02:10 | 02:33 | 08:18 | 00:55 | 00:40 |
 | Aghanim's Shard | 43 | 37.39% | 74.2 | 58.14% | +6.75% | +5.50% | +5.50% | 0.00% | 33:07 | 23:07 | 25:59 | 32:15 | 38:10 | 56:52 | 12:11 | 09:01 |
 | Aghanim's Blessing | 14 | 12.17% | 72.7 | 71.43% | +19.94% | +3.57% | -4.76% | -0.64% | 50:27 | 36:30 | 44:13 | 47:57 | 57:11 | 1:19:40 | 12:58 | 09:36 |
 | Scythe of Vyse | 25 | 21.74% | 71.2 | 60.00% | +7.78% | +23.33% | -26.67% | -6.30% | 39:21 | 29:23 | 34:31 | 38:49 | 42:27 | 54:24 | 07:56 | 05:52 |
 | Magic Stick | 43 | 37.39% | 69.7 | 53.49% | -0.68% | +1.06% | +1.06% | 0.00% | 00:50 | -01:29 | -01:29 | -01:24 | 01:45 | 14:27 | 03:14 | 02:23 |
 | Black King Bar | 43 | 37.39% | 68.2 | 51.16% | -4.40% | -5.71% | +3.39% | 1.64% | 36:26 | 25:33 | 31:16 | 33:11 | 36:49 | 1:12:44 | 05:33 | 04:06 |
 | Boots of Travel 2 | 6 | 5.22% | 66.7 | 83.33% | +31.04% | +16.67% | +16.67% | 0.00% | 52:23 | 38:29 | 46:47 | 52:47 | 58:25 | 59:53 | 11:38 | 08:37 |
 | Ring of Health | 15 | 13.04% | 65.2 | 60.00% | +7.00% | +15.00% | -60.00% | -3.50% | 39:45 | 19:46 | 28:58 | 34:25 | 50:24 | 1:04:14 | 21:26 | 15:52 |
 | Eye of Skadi | 27 | 23.48% | 63.6 | 51.85% | -2.70% | +19.58% | -23.28% | -8.01% | 32:18 | 19:14 | 28:40 | 31:43 | 34:01 | 51:34 | 05:21 | 03:57 |
 | Ring of Basilius | 11 | 9.57% | 62.1 | 63.64% | +10.76% | +3.03% | +3.03% | 0.00% | 12:21 | 02:51 | 06:52 | 07:33 | 08:13 | 57:23 | 01:21 | 01:00 |
 | Magic Wand | 26 | 22.61% | 60.6 | 50.00% | -5.06% | -7.14% | 0.00% | 1.34% | 06:42 | -01:28 | 03:04 | 05:51 | 08:23 | 18:53 | 05:19 | 03:56 |
 | Moon Shard | 9 | 7.83% | 59.1 | 66.67% | +13.84% | +33.33% | +33.33% | 0.00% | 53:21 | 45:20 | 48:46 | 53:57 | 57:05 | 1:01:42 | 08:19 | 06:09 |
 | Ring of Protection | 9 | 7.83% | 57.6 | 66.67% | +13.84% | +33.33% | -16.67% | -1.52% | 31:42 | 07:35 | 17:18 | 30:17 | 50:08 | 57:23 | 32:50 | 24:19 |
 | Buckler | 8 | 6.96% | 56.1 | 62.50% | +9.23% | +37.50% | -12.50% | -1.55% | 34:43 | 17:18 | 17:56 | 30:17 | 50:08 | 57:23 | 32:12 | 23:51 |
 | Silver Edge | 9 | 7.83% | 54.5 | 55.56% | +1.79% | +44.44% | -55.56% | -17.60% | 39:17 | 33:57 | 34:17 | 37:54 | 39:58 | 53:16 | 05:41 | 04:12 |
 | Assault Cuirass | 4 | 3.48% | 53.0 | 75.00% | +21.85% | +25.00% | +25.00% | 0.00% | 41:42 | 31:02 | 31:02 | 31:59 | 51:06 | 52:42 | 20:04 | 14:51 |
 | Shadow Blade | 10 | 8.70% | 51.5 | 50.00% | -4.29% | +16.67% | -50.00% | -16.67% | 37:48 | 32:09 | 34:17 | 36:57 | 38:17 | 53:16 | 04:00 | 02:57 |
 | Crystalys | 10 | 8.70% | 50.0 | 50.00% | -4.29% | +50.00% | 0.00% | -10.95% | 38:13 | 33:57 | 34:20 | 36:43 | 38:54 | 53:16 | 04:34 | 03:22 |
 | Diffusal Blade | 2 | 1.74% | 48.5 | 100.00% | +46.90% | 0.00% | 0.00% | 0.00% | 17:53 | 16:37 | 16:37 | 19:08 | 19:08 | 19:08 | 02:31 | 01:51 |
 | Arcane Boots | 6 | 5.22% | 47.0 | 50.00% | -4.13% | +50.00% | -50.00% | 0.00% | 12:24 | 09:25 | 09:29 | 10:43 | 12:19 | 21:03 | 02:50 | 02:05 |
 | Chainmail | 3 | 2.61% | 45.5 | 66.67% | +13.10% | +33.33% | 0.00% | 0.00% | 13:19 | 12:33 | 12:33 | 13:27 | 13:58 | 13:58 | 01:25 | 01:02 |
 | Guardian Greaves | 3 | 2.61% | 43.9 | 66.67% | +13.10% | +33.33% | 0.00% | 0.00% | 24:34 | 21:24 | 21:24 | 23:16 | 29:02 | 29:02 | 07:38 | 05:39 |
 | Hand of Midas | 3 | 2.61% | 42.4 | 66.67% | +13.10% | +33.33% | 0.00% | 0.00% | 26:56 | 09:49 | 09:49 | 10:47 | 60:13 | 60:13 | 50:24 | 37:20 |
 | Mekansm | 3 | 2.61% | 40.9 | 66.67% | +13.10% | +33.33% | 0.00% | 0.00% | 15:46 | 14:13 | 14:13 | 15:46 | 17:19 | 17:19 | 03:06 | 02:17 |
 | Blink Dagger | 11 | 9.57% | 39.4 | 36.36% | -19.41% | -3.03% | -3.03% | 0.00% | 46:14 | 35:50 | 38:07 | 42:47 | 45:35 | 1:08:12 | 07:28 | 05:31 |
 | Swift Blink | 7 | 6.09% | 37.9 | 42.86% | -11.77% | +7.14% | +7.14% | 0.00% | 50:33 | 38:36 | 41:20 | 47:35 | 55:00 | 1:08:23 | 13:40 | 10:07 |
 | Linken's Sphere | 4 | 3.48% | 36.4 | 50.00% | -4.05% | -50.00% | -50.00% | 0.00% | 38:02 | 26:21 | 26:21 | 28:44 | 31:48 | 1:05:15 | 05:27 | 04:02 |
 | Boots of Travel | 1 | 0.87% | 34.8 | 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 |
 | Desolator | 1 | 0.87% | 33.3 | 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 |
 | Lotus Orb | 1 | 0.87% | 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 |
 | Headdress | 5 | 4.35% | 30.3 | 40.00% | -14.55% | -40.00% | -40.00% | 0.00% | 12:35 | 10:04 | 10:04 | 11:41 | 13:27 | 16:28 | 03:23 | 02:30 |
 | Refresher Orb | 6 | 5.22% | 28.8 | 33.33% | -21.72% | +16.67% | +66.67% | 0.00% | 55:48 | 41:36 | 50:28 | 52:42 | 1:04:15 | 1:10:27 | 13:47 | 10:12 |
 | Nullifier | 6 | 5.22% | 27.3 | 33.33% | -21.72% | +16.67% | -33.33% | 0.00% | 43:45 | 31:00 | 32:51 | 41:11 | 51:10 | 1:02:24 | 18:19 | 13:34 |
 | Helm of Iron Will | 6 | 5.22% | 25.8 | 33.33% | -21.72% | +16.67% | -33.33% | 0.00% | 43:23 | 30:41 | 32:51 | 40:31 | 50:38 | 1:01:52 | 17:47 | 13:10 |
 | Aeon Disk | 2 | 1.74% | 24.2 | 50.00% | -3.98% | -50.00% | 0.00% | 0.00% | 52:48 | 49:49 | 49:49 | 55:46 | 55:46 | 55:46 | 05:57 | 04:24 |
 | Radiance | 2 | 1.74% | 22.7 | 50.00% | -3.98% | +50.00% | 0.00% | 0.00% | 25:57 | 16:13 | 16:13 | 35:40 | 35:40 | 35:40 | 19:27 | 14:24 |
 | Orb of Venom | 5 | 4.35% | 21.2 | 20.00% | -35.45% | -20.00% | -20.00% | 0.00% | -01:18 | -01:29 | -01:29 | -01:29 | -01:01 | -01:00 | 00:28 | 00:20 |
 | Tranquil Boots | 1 | 0.87% | 19.7 | 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 |
 | Aether Lens | 1 | 0.87% | 18.2 | 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 |
 | Octarine Core | 1 | 0.87% | 16.7 | 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 |
 | Drum of Endurance | 1 | 0.87% | 15.2 | 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 |
 | Daedalus | 1 | 0.87% | 13.6 | 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 |
 | Divine Rapier | 1 | 0.87% | 12.1 | 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 |
 | Hood of Defiance | 1 | 0.87% | 10.6 | 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 |
 | Force Staff | 1 | 0.87% | 9.1 | 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 |
 | Fluffy Hat | 1 | 0.87% | 7.6 | 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 | 0.87% | 6.1 | 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 |
 | Vladmir's Offering | 1 | 0.87% | 4.5 | 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 |
 | Morbid Mask | 1 | 0.87% | 3.0 | 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 |
 | Boots of Bearing | 1 | 0.87% | 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 |