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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 | |
 | Kaya | 36 | 19.57% | 100.0 | 69.44% | +25.52% | +8.34% | -13.88% | -1.78% | 27:52 | 16:52 | 20:58 | 27:00 | 33:25 | 46:25 | 12:27 | 09:13 |
 | Kaya and Sange | 32 | 17.39% | 98.6 | 68.75% | +24.01% | -6.25% | -18.75% | -1.30% | 29:26 | 20:14 | 23:49 | 29:33 | 33:25 | 46:25 | 09:36 | 07:06 |
 | Aghanim's Scepter | 76 | 41.30% | 97.1 | 60.53% | +19.79% | +13.15% | -18.42% | -4.50% | 32:11 | 21:19 | 28:04 | 31:27 | 35:05 | 49:58 | 07:01 | 05:11 |
 | Ring of Health | 47 | 25.54% | 95.7 | 61.70% | +17.17% | -11.70% | +4.97% | 1.00% | 35:02 | 15:36 | 25:57 | 34:58 | 42:40 | 56:42 | 16:43 | 12:22 |
 | Sange | 38 | 20.65% | 94.2 | 63.16% | +17.95% | -3.16% | -7.60% | -0.47% | 27:49 | 15:45 | 22:26 | 25:29 | 31:47 | 54:53 | 09:21 | 06:55 |
 | Black King Bar | 134 | 72.83% | 92.8 | 52.99% | +14.99% | -2.99% | -16.63% | -3.50% | 22:55 | 15:15 | 20:05 | 21:43 | 23:59 | 50:30 | 03:54 | 02:53 |
 | Void Stone | 55 | 29.89% | 91.3 | 58.18% | +13.22% | -1.04% | -1.04% | 0.00% | 31:44 | 11:21 | 23:10 | 30:27 | 38:40 | 52:32 | 15:30 | 11:28 |
 | Orb of Corrosion | 122 | 66.30% | 89.9 | 52.46% | +10.52% | +2.38% | -5.79% | -2.46% | 07:51 | 02:22 | 05:59 | 07:34 | 09:18 | 16:50 | 03:19 | 02:27 |
 | Fluffy Hat | 123 | 66.85% | 88.4 | 52.03% | +9.41% | -0.42% | -6.87% | -1.98% | 07:20 | 01:55 | 05:34 | 07:12 | 08:49 | 16:23 | 03:15 | 02:24 |
 | Orb of Venom | 123 | 66.85% | 87.0 | 52.03% | +9.41% | -6.87% | -6.87% | 0.00% | 06:58 | 01:22 | 05:17 | 06:51 | 08:24 | 16:23 | 03:07 | 02:18 |
 | Aghanim's Shard | 65 | 35.33% | 85.5 | 55.38% | +10.00% | -5.38% | -5.38% | 0.00% | 31:53 | 19:59 | 26:28 | 31:19 | 35:13 | 48:58 | 08:45 | 06:28 |
 | Bottle | 173 | 94.02% | 84.1 | 49.71% | +13.35% | +8.43% | -5.52% | -13.95% | 01:50 | 00:46 | 01:20 | 01:32 | 01:44 | 10:00 | 00:24 | 00:17 |
 | Blight Stone | 156 | 84.78% | 82.6 | 50.00% | +7.14% | +11.54% | -8.97% | -9.47% | 04:04 | -01:29 | 02:34 | 03:15 | 04:44 | 18:34 | 02:10 | 01:36 |
 | Boots of Speed | 184 | 100.00% | 81.2 | 48.91% | +48.91% | +3.26% | -9.78% | -6.80% | 04:34 | -01:29 | 03:38 | 04:29 | 05:33 | 09:15 | 01:55 | 01:25 |
 | Quelling Blade | 179 | 97.28% | 79.7 | 48.60% | -11.40% | +2.51% | -4.16% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 13:12 | 00:00 | 00:00 |
 | Magic Stick | 179 | 97.28% | 78.3 | 48.04% | -31.96% | +3.07% | +3.07% | 0.00% | 04:34 | -01:29 | 02:09 | 03:17 | 07:09 | 16:31 | 05:00 | 03:42 |
 | Magic Wand | 175 | 95.11% | 76.8 | 48.00% | -18.67% | -0.27% | +6.55% | 1.32% | 07:36 | -01:29 | 04:54 | 06:55 | 10:04 | 19:43 | 05:10 | 03:49 |
 | Phase Boots | 125 | 67.93% | 75.4 | 49.60% | +2.14% | +2.01% | -1.21% | -1.29% | 09:37 | 05:25 | 07:37 | 09:09 | 10:07 | 24:03 | 02:30 | 01:51 |
 | Shiva's Guard | 26 | 14.13% | 73.9 | 61.54% | +14.70% | -18.68% | +21.79% | 6.12% | 34:32 | 23:39 | 30:51 | 34:14 | 37:28 | 49:38 | 06:37 | 04:54 |
 | Linken's Sphere | 26 | 14.13% | 72.5 | 61.54% | +14.70% | -18.68% | +21.79% | 5.77% | 30:50 | 20:56 | 26:11 | 29:10 | 33:12 | 48:16 | 07:01 | 05:11 |
 | Chainmail | 127 | 69.02% | 71.0 | 48.82% | -0.30% | -1.94% | +1.18% | 1.23% | 08:56 | 02:59 | 07:02 | 08:27 | 09:34 | 23:39 | 02:32 | 01:52 |
 | Refresher Orb | 17 | 9.24% | 69.6 | 64.71% | +17.40% | +10.29% | +10.29% | 0.00% | 43:54 | 36:40 | 39:08 | 43:53 | 47:38 | 52:46 | 08:30 | 06:17 |
 | Maelstrom | 129 | 70.11% | 68.1 | 45.74% | -10.62% | +13.64% | -17.61% | -9.38% | 15:32 | 09:04 | 13:28 | 15:08 | 16:48 | 26:39 | 03:20 | 02:28 |
 | Javelin | 131 | 71.20% | 66.7 | 45.04% | -13.45% | +6.48% | -14.74% | -4.95% | 12:10 | 06:21 | 09:33 | 11:16 | 13:50 | 26:28 | 04:17 | 03:10 |
 | Blink Dagger | 16 | 8.70% | 65.2 | 62.50% | +14.88% | -37.50% | +37.50% | 11.11% | 27:09 | 18:08 | 23:36 | 26:53 | 30:21 | 35:49 | 06:45 | 05:00 |
 | Aghanim's Blessing | 8 | 4.35% | 63.8 | 75.00% | +27.27% | +25.00% | -75.00% | 0.00% | 49:34 | 45:32 | 46:51 | 49:14 | 51:27 | 52:22 | 04:36 | 03:24 |
 | Desolator | 20 | 10.87% | 62.3 | 55.00% | +6.83% | -15.00% | -15.00% | 0.00% | 24:33 | 17:28 | 20:11 | 24:03 | 27:06 | 34:04 | 06:55 | 05:07 |
 | Skull Basher | 3 | 1.63% | 60.9 | 100.00% | +51.93% | 0.00% | 0.00% | 0.00% | 39:08 | 31:55 | 31:55 | 42:10 | 43:20 | 43:20 | 11:25 | 08:27 |
 | Aeon Disk | 5 | 2.72% | 59.4 | 80.00% | +31.96% | +20.00% | -80.00% | 0.00% | 35:36 | 27:55 | 27:55 | 36:27 | 36:46 | 43:34 | 08:51 | 06:33 |
 | Wind Lace | 21 | 11.41% | 58.0 | 42.86% | -6.83% | -42.86% | -2.86% | 3.29% | 14:19 | 02:54 | 08:37 | 13:21 | 20:47 | 24:42 | 12:10 | 09:00 |
 | Crystalys | 18 | 9.78% | 56.5 | 44.44% | -4.96% | +15.56% | +30.56% | 1.49% | 28:23 | 16:09 | 24:20 | 28:27 | 34:23 | 35:49 | 10:03 | 07:26 |
 | Eye of Skadi | 7 | 3.80% | 55.1 | 57.14% | +8.55% | -7.14% | -7.14% | 0.00% | 29:03 | 22:45 | 23:21 | 30:50 | 30:57 | 35:46 | 07:36 | 05:37 |
 | Abyssal Blade | 2 | 1.09% | 53.6 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% | 52:19 | 47:36 | 47:36 | 57:02 | 57:02 | 57:02 | 09:26 | 06:59 |
 | Octarine Core | 2 | 1.09% | 52.2 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% | 36:23 | 26:57 | 26:57 | 45:49 | 45:49 | 45:49 | 18:52 | 13:58 |
 | Aether Lens | 2 | 1.09% | 50.7 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% | 36:23 | 26:57 | 26:57 | 45:49 | 45:49 | 45:49 | 18:52 | 13:58 |
 | Mjollnir | 2 | 1.09% | 49.3 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% | 40:22 | 29:18 | 29:18 | 51:26 | 51:26 | 51:26 | 22:08 | 16:23 |
 | Dagon (level 2) | 2 | 1.09% | 47.8 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% | 56:45 | 51:04 | 51:04 | 1:02:25 | 1:02:25 | 1:02:25 | 11:21 | 08:24 |
 | Vanguard | 2 | 1.09% | 46.4 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% | 52:09 | 47:36 | 47:36 | 56:42 | 56:42 | 56:42 | 09:06 | 06:44 |
 | Eul's Scepter of Divinity | 9 | 4.89% | 44.9 | 44.44% | -4.70% | -44.44% | +55.56% | 11.36% | 22:01 | 13:16 | 16:23 | 24:14 | 25:11 | 25:55 | 08:48 | 06:31 |
 | Wraith Band | 9 | 4.89% | 43.5 | 44.44% | -4.70% | +5.56% | -44.44% | -26.32% | 03:46 | 02:45 | 02:46 | 03:53 | 04:40 | 04:47 | 01:54 | 01:24 |
 | Daedalus | 14 | 7.61% | 42.0 | 35.71% | -14.29% | -10.71% | +30.96% | 7.12% | 34:27 | 23:51 | 31:16 | 34:53 | 37:07 | 40:40 | 05:51 | 04:20 |
 | Crown | 6 | 3.26% | 40.6 | 50.00% | +1.12% | -50.00% | +50.00% | 0.00% | 45:37 | 29:51 | 34:01 | 42:09 | 54:14 | 1:02:25 | 20:13 | 14:58 |
 | Dagon | 3 | 1.63% | 39.1 | 66.67% | +18.05% | -66.67% | 0.00% | 0.00% | 49:10 | 34:01 | 34:01 | 51:03 | 1:02:25 | 1:02:25 | 28:24 | 21:02 |
 | Battle Fury | 3 | 1.63% | 37.7 | 66.67% | +18.05% | +33.33% | 0.00% | 0.00% | 21:49 | 15:51 | 15:51 | 17:37 | 31:58 | 31:58 | 16:07 | 11:56 |
 | Urn of Shadows | 8 | 4.35% | 36.2 | 37.50% | -11.93% | -37.50% | -37.50% | 0.00% | 10:12 | 04:04 | 05:15 | 06:03 | 10:30 | 30:59 | 05:15 | 03:53 |
 | Moon Shard | 1 | 0.54% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:16 | 55:16 | 55:16 | 55:16 | 55:16 | 55:16 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.54% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:58 | 03:58 | 03:58 | 03:58 | 03:58 | 03:58 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.54% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:25 | 1:02:25 | 1:02:25 | 1:02:25 | 1:02:25 | 1:02:25 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.54% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:25 | 1:02:25 | 1:02:25 | 1:02:25 | 1:02:25 | 1:02:25 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.54% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:25 | 1:02:25 | 1:02:25 | 1:02:25 | 1:02:25 | 1:02:25 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.54% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:57 | 43:57 | 43:57 | 43:57 | 43:57 | 43:57 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.54% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.54% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:55 | 17:55 | 17:55 | 17:55 | 17:55 | 17:55 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.54% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 00:00 | 00:00 |
 | Ring of Protection | 10 | 5.43% | 21.7 | 30.00% | -20.00% | +3.33% | -30.00% | -4.25% | 06:50 | -01:29 | -01:28 | 05:15 | 09:18 | 30:59 | 10:46 | 07:58 |
 | Power Treads | 10 | 5.43% | 20.3 | 30.00% | -20.00% | +3.33% | +20.00% | 8.55% | 09:23 | 07:39 | 08:26 | 09:17 | 10:23 | 11:09 | 01:57 | 01:26 |
 | Heaven's Halberd | 5 | 2.72% | 18.8 | 40.00% | -9.16% | +60.00% | -40.00% | 0.00% | 26:33 | 19:26 | 19:26 | 24:48 | 32:23 | 34:20 | 12:57 | 09:35 |
 | Spirit Vessel | 5 | 2.72% | 17.4 | 40.00% | -9.16% | -40.00% | -40.00% | 0.00% | 15:12 | 11:06 | 11:06 | 14:36 | 17:37 | 19:35 | 06:31 | 04:49 |
 | Mage Slayer | 2 | 1.09% | 15.9 | 50.00% | +1.10% | -50.00% | 0.00% | 0.00% | 22:59 | 17:33 | 17:33 | 28:25 | 28:25 | 28:25 | 10:52 | 08:02 |
 | Blade Mail | 2 | 1.09% | 14.5 | 50.00% | +1.10% | -50.00% | 0.00% | 0.00% | 14:34 | 14:13 | 14:13 | 14:55 | 14:55 | 14:55 | 00:42 | 00:31 |
 | Diffusal Blade | 2 | 1.09% | 13.0 | 50.00% | +1.10% | +50.00% | 0.00% | 0.00% | 15:43 | 13:46 | 13:46 | 17:39 | 17:39 | 17:39 | 03:53 | 02:52 |
 | Gleipnir | 3 | 1.63% | 11.6 | 33.33% | -15.84% | -33.33% | 0.00% | 0.00% | 42:25 | 30:43 | 30:43 | 42:11 | 54:20 | 54:20 | 23:37 | 17:29 |
 | Rod of Atos | 3 | 1.63% | 10.1 | 33.33% | -15.84% | -33.33% | 0.00% | 0.00% | 42:05 | 29:52 | 29:52 | 42:09 | 54:14 | 54:14 | 24:22 | 18:02 |
 | Divine Rapier | 5 | 2.72% | 8.7 | 20.00% | -29.72% | -20.00% | -20.00% | 0.00% | 43:06 | 34:54 | 34:54 | 44:15 | 45:37 | 46:54 | 10:43 | 07:56 |
 | Satanic | 1 | 0.54% | 7.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 00:00 | 00:00 |
 | Radiance | 1 | 0.54% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.54% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.54% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:15 | 10:15 | 10:15 | 10:15 | 10:15 | 10:15 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 1.09% | 1.4 | 0.00% | -49.45% | 0.00% | 0.00% | 0.00% | 47:39 | 46:32 | 46:32 | 48:45 | 48:45 | 48:45 | 02:13 | 01:38 |