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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 | |
 | Black King Bar | 65 | 69.15% | 100.0 | 56.92% | +25.89% | +5.58% | -13.17% | -3.47% | 22:39 | 15:15 | 18:35 | 21:26 | 23:59 | 42:00 | 05:24 | 04:00 |
 | Desolator | 7 | 7.45% | 98.4 | 85.71% | +39.73% | -35.71% | +14.29% | 6.26% | 23:09 | 17:32 | 17:51 | 23:28 | 25:50 | 29:51 | 07:59 | 05:54 |
 | Kaya | 22 | 23.40% | 96.7 | 63.64% | +19.20% | +3.03% | -3.64% | -0.54% | 28:07 | 19:12 | 20:58 | 28:34 | 33:25 | 46:25 | 12:27 | 09:13 |
 | Blight Stone | 84 | 89.36% | 95.1 | 51.19% | +21.19% | +15.48% | -8.33% | -10.74% | 03:49 | -01:29 | 02:22 | 03:11 | 04:35 | 10:45 | 02:13 | 01:38 |
 | Orb of Corrosion | 62 | 65.96% | 93.4 | 53.23% | +12.60% | -3.23% | +0.10% | 0.91% | 07:58 | 03:59 | 05:46 | 07:40 | 09:26 | 16:50 | 03:40 | 02:42 |
 | Refresher Orb | 9 | 9.57% | 91.8 | 77.78% | +31.90% | +22.22% | +22.22% | 0.00% | 44:41 | 36:40 | 39:10 | 43:53 | 50:24 | 52:46 | 11:14 | 08:19 |
 | Fluffy Hat | 63 | 67.02% | 90.2 | 52.38% | +10.44% | +3.87% | -2.38% | -1.85% | 07:34 | 03:06 | 05:34 | 07:16 | 08:57 | 16:23 | 03:23 | 02:30 |
 | Orb of Venom | 63 | 67.02% | 88.5 | 52.38% | +10.44% | -2.38% | -8.63% | -1.87% | 06:59 | 01:22 | 04:59 | 06:59 | 08:20 | 16:23 | 03:21 | 02:28 |
 | Void Stone | 31 | 32.98% | 86.9 | 58.06% | +13.62% | +4.44% | +16.94% | 0.86% | 30:56 | 12:30 | 22:41 | 29:09 | 37:17 | 52:32 | 14:36 | 10:48 |
 | Boots of Speed | 94 | 100.00% | 85.2 | 48.94% | +48.94% | +9.39% | -9.81% | -9.93% | 04:33 | -01:29 | 03:38 | 04:29 | 05:34 | 09:15 | 01:56 | 01:25 |
 | Aghanim's Scepter | 40 | 42.55% | 83.6 | 55.00% | +10.56% | +25.00% | -25.00% | -6.25% | 32:13 | 23:33 | 28:04 | 31:25 | 36:04 | 46:22 | 08:00 | 05:55 |
 | Bottle | 88 | 93.62% | 82.0 | 48.86% | -1.14% | +5.69% | -3.41% | -9.10% | 01:50 | 01:04 | 01:20 | 01:32 | 01:42 | 10:00 | 00:22 | 00:16 |
 | Magic Stick | 93 | 98.94% | 80.3 | 48.39% | -51.61% | +8.13% | -4.91% | -2.61% | 04:37 | -01:29 | 02:09 | 03:13 | 07:09 | 16:31 | 05:00 | 03:42 |
 | Phase Boots | 65 | 69.15% | 78.7 | 50.77% | +5.94% | -0.77% | +5.48% | 1.89% | 09:56 | 05:40 | 07:34 | 09:14 | 10:52 | 24:03 | 03:18 | 02:26 |
 | Aghanim's Shard | 34 | 36.17% | 77.0 | 55.88% | +10.88% | -11.44% | +6.62% | 2.65% | 31:11 | 19:59 | 27:07 | 30:16 | 33:56 | 47:35 | 06:49 | 05:02 |
 | Quelling Blade | 89 | 94.68% | 75.4 | 48.31% | -11.69% | -2.86% | +15.33% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -00:49 | 00:00 | 00:00 |
 | Magic Wand | 92 | 97.87% | 73.8 | 47.83% | -52.17% | 0.00% | +4.34% | 0.82% | 07:52 | 01:29 | 05:02 | 07:14 | 10:18 | 19:43 | 05:16 | 03:54 |
 | Chainmail | 67 | 71.28% | 72.1 | 49.25% | +1.10% | -2.19% | -2.19% | 0.00% | 09:21 | 02:59 | 07:03 | 08:39 | 10:23 | 23:39 | 03:20 | 02:28 |
 | Ring of Health | 24 | 25.53% | 70.5 | 58.33% | +12.62% | -25.00% | +25.00% | 4.22% | 33:57 | 20:33 | 25:57 | 32:08 | 37:48 | 52:31 | 11:51 | 08:46 |
 | Sange | 22 | 23.40% | 68.9 | 59.09% | +13.26% | -25.76% | +0.91% | 2.64% | 26:25 | 17:53 | 21:41 | 24:17 | 31:47 | 46:25 | 10:06 | 07:28 |
 | Kaya and Sange | 20 | 21.28% | 67.2 | 60.00% | +14.05% | 0.00% | 0.00% | 0.00% | 28:46 | 20:14 | 22:55 | 27:18 | 32:43 | 46:25 | 09:48 | 07:15 |
 | Blink Dagger | 6 | 6.38% | 65.6 | 83.33% | +36.74% | -33.33% | +16.67% | 10.64% | 27:52 | 18:08 | 26:53 | 27:29 | 31:35 | 33:54 | 04:42 | 03:28 |
 | Maelstrom | 64 | 68.09% | 63.9 | 42.19% | -21.14% | +1.56% | -10.94% | -3.44% | 15:39 | 09:04 | 13:17 | 14:57 | 16:55 | 26:39 | 03:38 | 02:41 |
 | Wind Lace | 16 | 17.02% | 62.3 | 56.25% | +8.81% | -31.25% | -6.25% | 2.15% | 15:28 | 06:16 | 09:09 | 14:12 | 20:47 | 24:42 | 11:38 | 08:37 |
 | Javelin | 65 | 69.15% | 60.7 | 41.54% | -23.98% | +2.21% | -10.29% | -2.26% | 12:29 | 06:21 | 09:28 | 11:07 | 15:00 | 26:28 | 05:32 | 04:05 |
 | Linken's Sphere | 16 | 17.02% | 59.0 | 50.00% | +1.28% | -25.00% | +25.00% | 7.79% | 30:13 | 20:56 | 26:01 | 28:52 | 32:26 | 45:58 | 06:25 | 04:45 |
 | Shiva's Guard | 14 | 14.89% | 57.4 | 50.00% | +1.25% | -25.00% | +16.67% | 6.30% | 34:21 | 26:08 | 30:51 | 32:33 | 37:28 | 49:38 | 06:37 | 04:54 |
 | Eul's Scepter of Divinity | 7 | 7.45% | 55.7 | 57.14% | +8.86% | -7.14% | +42.86% | 10.68% | 22:53 | 16:23 | 20:30 | 24:14 | 25:11 | 25:55 | 04:41 | 03:28 |
 | Crystalys | 6 | 6.38% | 54.1 | 50.00% | +1.14% | 0.00% | -50.00% | -10.75% | 27:00 | 19:08 | 24:20 | 27:48 | 28:59 | 33:25 | 04:39 | 03:26 |
 | Eye of Skadi | 3 | 3.19% | 52.5 | 66.67% | +18.32% | -66.67% | 0.00% | 0.00% | 28:11 | 22:45 | 22:45 | 30:50 | 30:57 | 30:57 | 08:12 | 06:04 |
 | Aether Lens | 1 | 1.06% | 50.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 1.06% | 49.2 | 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 | 1.06% | 49.2 | 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 3) | 1 | 1.06% | 49.2 | 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 2) | 1 | 1.06% | 49.2 | 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 |
 | Bloodthorn | 1 | 1.06% | 42.6 | 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 |
 | Octarine Core | 1 | 1.06% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.06% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.06% | 37.7 | 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 |
 | Ghost Scepter | 1 | 1.06% | 36.1 | 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 |
 | Ethereal Blade | 1 | 1.06% | 34.4 | 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 |
 | Power Treads | 5 | 5.32% | 32.8 | 40.00% | -9.44% | +60.00% | -40.00% | 0.00% | 09:15 | 08:26 | 08:26 | 09:17 | 09:20 | 10:04 | 00:54 | 00:40 |
 | Aghanim's Blessing | 2 | 2.13% | 31.1 | 50.00% | +1.09% | +50.00% | 0.00% | 0.00% | 51:55 | 51:27 | 51:27 | 52:22 | 52:22 | 52:22 | 00:55 | 00:40 |
 | Mage Slayer | 2 | 2.13% | 29.5 | 50.00% | +1.09% | -50.00% | 0.00% | 0.00% | 22:59 | 17:33 | 17:33 | 28:25 | 28:25 | 28:25 | 10:52 | 08:02 |
 | Heaven's Halberd | 2 | 2.13% | 27.9 | 50.00% | +1.09% | +50.00% | 0.00% | 0.00% | 23:19 | 21:49 | 21:49 | 24:48 | 24:48 | 24:48 | 02:59 | 02:12 |
 | Blade Mail | 2 | 2.13% | 26.2 | 50.00% | +1.09% | -50.00% | 0.00% | 0.00% | 14:34 | 14:13 | 14:13 | 14:55 | 14:55 | 14:55 | 00:42 | 00:31 |
 | Dagon | 2 | 2.13% | 24.6 | 50.00% | +1.09% | -50.00% | 0.00% | 0.00% | 48:13 | 34:01 | 34:01 | 1:02:25 | 1:02:25 | 1:02:25 | 28:24 | 21:02 |
 | Spirit Vessel | 3 | 3.19% | 23.0 | 33.33% | -16.12% | -33.33% | 0.00% | 0.00% | 16:06 | 11:06 | 11:06 | 17:37 | 19:35 | 19:35 | 08:29 | 06:17 |
 | Daedalus | 4 | 4.26% | 21.3 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 33:16 | 31:01 | 31:01 | 31:16 | 33:44 | 37:01 | 02:43 | 02:00 |
 | Urn of Shadows | 4 | 4.26% | 19.7 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 11:45 | 04:04 | 04:04 | 05:55 | 06:03 | 30:59 | 01:59 | 01:28 |
 | Crown | 4 | 4.26% | 18.0 | 25.00% | -25.00% | -25.00% | +75.00% | 0.00% | 45:08 | 29:51 | 29:51 | 34:01 | 54:14 | 1:02:25 | 24:23 | 18:03 |
 | Ring of Protection | 6 | 6.38% | 16.4 | 16.67% | -34.47% | +33.33% | -16.67% | -6.40% | 06:55 | -01:29 | -01:29 | -01:28 | 09:18 | 30:59 | 10:47 | 07:59 |
 | Soul Ring | 1 | 1.06% | 14.8 | 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 |
 | Morbid Mask | 1 | 1.06% | 13.1 | 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 |
 | Scythe of Vyse | 2 | 2.13% | 11.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 47:39 | 46:32 | 46:32 | 48:45 | 48:45 | 48:45 | 02:13 | 01:38 |
 | Wraith Band | 3 | 3.19% | 9.8 | 0.00% | -50.55% | 0.00% | 0.00% | 0.00% | 03:52 | 02:46 | 02:46 | 04:02 | 04:47 | 04:47 | 02:01 | 01:29 |
 | Rod of Atos | 2 | 2.13% | 8.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 42:03 | 29:52 | 29:52 | 54:14 | 54:14 | 54:14 | 24:22 | 18:02 |
 | Divine Rapier | 1 | 1.06% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 00:00 | 00:00 |
 | Radiance | 1 | 1.06% | 4.9 | 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 |
 | Satanic | 1 | 1.06% | 3.3 | 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 |
 | Gleipnir | 2 | 2.13% | 1.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 42:32 | 30:43 | 30:43 | 54:20 | 54:20 | 54:20 | 23:37 | 17:29 |