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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 | |
 | Overwhelming Blink | 22 | 17.32% | 100.0 | 77.27% | +28.70% | +22.73% | -17.27% | -6.00% | 43:52 | 27:47 | 39:40 | 42:39 | 46:20 | 58:15 | 06:40 | 04:56 |
 | Aether Lens | 32 | 25.20% | 98.1 | 68.75% | +20.33% | +18.75% | -6.25% | -3.11% | 36:04 | 24:18 | 30:36 | 34:06 | 38:39 | 51:49 | 08:03 | 05:57 |
 | Kaya | 106 | 83.46% | 96.2 | 56.60% | +18.50% | +10.07% | -6.60% | -2.56% | 24:31 | 12:27 | 20:41 | 23:33 | 27:11 | 41:53 | 06:30 | 04:48 |
 | Blink Dagger | 125 | 98.43% | 94.3 | 54.40% | +54.40% | +0.44% | -9.24% | -3.82% | 17:42 | 13:29 | 15:58 | 17:12 | 18:30 | 30:10 | 02:32 | 01:52 |
 | Null Talisman | 109 | 85.83% | 92.5 | 55.05% | +10.61% | +0.51% | +0.51% | 0.00% | 03:51 | -00:10 | 03:10 | 03:44 | 04:16 | 11:34 | 01:06 | 00:48 |
 | Boots of Speed | 127 | 100.00% | 90.6 | 53.54% | +53.54% | +2.71% | +2.71% | 0.00% | 06:43 | 03:19 | 04:45 | 05:40 | 07:08 | 20:20 | 02:23 | 01:45 |
 | Bottle | 126 | 99.21% | 88.7 | 53.17% | -46.83% | -3.17% | -1.56% | 1.61% | 01:23 | 00:17 | 01:13 | 01:20 | 01:35 | 02:04 | 00:22 | 00:16 |
 | Witch Blade | 122 | 96.06% | 86.8 | 53.28% | -6.72% | +8.01% | -19.95% | -16.13% | 12:34 | 09:13 | 11:20 | 12:24 | 13:04 | 34:39 | 01:44 | 01:17 |
 | Chainmail | 122 | 96.06% | 84.9 | 53.28% | -6.72% | -8.12% | -19.95% | -4.86% | 11:01 | 03:21 | 09:36 | 10:51 | 12:02 | 34:39 | 02:26 | 01:48 |
 | Sange | 87 | 68.50% | 83.0 | 55.17% | +5.17% | +8.47% | -9.72% | -2.78% | 26:46 | 13:03 | 23:12 | 26:41 | 29:45 | 40:42 | 06:33 | 04:51 |
 | Octarine Core | 26 | 20.47% | 81.1 | 65.38% | +14.88% | +20.33% | -15.38% | -4.22% | 39:19 | 31:12 | 34:10 | 37:58 | 42:38 | 52:14 | 08:28 | 06:16 |
 | Magic Stick | 106 | 83.46% | 79.2 | 53.77% | +1.39% | +1.79% | -7.62% | -2.69% | 04:46 | 01:21 | 02:18 | 04:02 | 05:48 | 19:29 | 03:30 | 02:35 |
 | Kaya and Sange | 86 | 67.72% | 77.4 | 54.65% | +3.43% | +4.44% | -11.79% | -2.67% | 27:25 | 16:23 | 24:01 | 27:08 | 30:06 | 40:42 | 06:05 | 04:30 |
 | Magic Wand | 105 | 82.68% | 75.5 | 53.33% | -1.22% | +4.36% | -11.02% | -5.84% | 06:55 | 02:18 | 04:35 | 05:30 | 07:13 | 21:41 | 02:38 | 01:57 |
 | Void Stone | 74 | 58.27% | 73.6 | 52.70% | -2.02% | -5.33% | -8.26% | -0.33% | 28:51 | 14:16 | 23:54 | 27:33 | 32:41 | 60:29 | 08:47 | 06:30 |
 | Arcane Boots | 18 | 14.17% | 71.7 | 66.67% | +15.29% | -6.67% | +8.33% | 1.96% | 24:45 | 18:41 | 20:29 | 23:09 | 28:09 | 33:56 | 07:40 | 05:40 |
 | Aeon Disk | 48 | 37.80% | 69.8 | 50.00% | -5.70% | 0.00% | -16.67% | -1.38% | 35:44 | 21:31 | 27:23 | 35:46 | 39:29 | 1:10:34 | 12:06 | 08:57 |
 | Linken's Sphere | 39 | 30.71% | 67.9 | 51.28% | -3.27% | -1.28% | -11.28% | -1.94% | 29:03 | 22:52 | 25:51 | 28:26 | 31:01 | 39:08 | 05:10 | 03:49 |
 | Ring of Health | 42 | 33.07% | 66.0 | 47.62% | -8.85% | +6.93% | -17.62% | -3.52% | 29:30 | 18:52 | 25:12 | 26:59 | 32:10 | 60:28 | 06:58 | 05:09 |
 | Power Treads | 27 | 21.26% | 64.2 | 51.85% | -2.15% | -8.99% | +5.29% | 2.01% | 12:00 | 06:04 | 08:06 | 10:34 | 15:12 | 22:01 | 07:06 | 05:15 |
 | Black King Bar | 13 | 10.24% | 62.3 | 61.54% | +8.91% | +38.46% | -61.54% | 0.00% | 37:45 | 24:29 | 28:06 | 35:34 | 44:16 | 60:51 | 16:10 | 11:58 |
 | Wind Lace | 17 | 13.39% | 60.4 | 52.94% | -0.70% | -2.94% | +47.06% | 5.47% | 22:51 | 12:55 | 15:10 | 20:21 | 24:18 | 42:52 | 09:08 | 06:45 |
 | Ethereal Blade | 10 | 7.87% | 58.5 | 60.00% | +7.01% | +6.67% | -60.00% | 0.00% | 35:09 | 22:46 | 28:33 | 29:51 | 45:14 | 50:27 | 16:41 | 12:21 |
 | Ghost Scepter | 10 | 7.87% | 56.6 | 60.00% | +7.01% | +6.67% | -60.00% | 0.00% | 34:12 | 18:20 | 28:11 | 29:24 | 44:49 | 50:21 | 16:38 | 12:19 |
 | Eul's Scepter of Divinity | 16 | 12.60% | 54.7 | 50.00% | -4.05% | +25.00% | +25.00% | 0.00% | 24:09 | 16:30 | 18:36 | 23:02 | 24:18 | 43:21 | 05:42 | 04:13 |
 | Scythe of Vyse | 4 | 3.15% | 52.8 | 75.00% | +22.15% | +25.00% | +25.00% | 0.00% | 39:17 | 34:43 | 34:43 | 39:21 | 40:42 | 42:20 | 05:59 | 04:25 |
 | Crown | 20 | 15.75% | 50.9 | 40.00% | -16.07% | 0.00% | +20.00% | 1.76% | 39:03 | 25:36 | 31:48 | 35:24 | 43:09 | 56:01 | 11:21 | 08:24 |
 | Daedalus | 2 | 1.57% | 49.1 | 100.00% | +47.20% | 0.00% | 0.00% | 0.00% | 53:56 | 41:07 | 41:07 | 1:06:45 | 1:06:45 | 1:06:45 | 25:38 | 18:59 |
 | Dagon | 19 | 14.96% | 47.2 | 36.84% | -19.64% | +3.16% | +3.16% | 0.00% | 38:18 | 25:36 | 33:04 | 35:24 | 42:10 | 53:58 | 09:06 | 06:44 |
 | Spirit Vessel | 5 | 3.94% | 45.3 | 60.00% | +6.72% | -60.00% | +40.00% | 0.00% | 14:33 | 10:57 | 10:57 | 14:10 | 14:12 | 20:12 | 03:15 | 02:24 |
 | Urn of Shadows | 5 | 3.94% | 43.4 | 60.00% | +6.72% | -60.00% | +40.00% | 0.00% | 05:58 | 03:54 | 03:54 | 05:49 | 06:41 | 07:47 | 02:47 | 02:03 |
 | Ring of Protection | 5 | 3.94% | 41.5 | 60.00% | +6.72% | +40.00% | +40.00% | 0.00% | 04:40 | 03:09 | 03:09 | 04:44 | 05:07 | 07:07 | 01:58 | 01:27 |
 | Dagon (level 2) | 16 | 12.60% | 39.6 | 37.50% | -18.36% | -12.50% | +12.50% | 1.94% | 40:29 | 29:40 | 34:26 | 37:48 | 47:21 | 53:58 | 12:55 | 09:34 |
 | Crystalys | 3 | 2.36% | 37.7 | 66.67% | +13.44% | -66.67% | 0.00% | 0.00% | 45:28 | 33:56 | 33:56 | 38:53 | 1:03:36 | 1:03:36 | 29:40 | 21:58 |
 | Aghanim's Shard | 7 | 5.51% | 35.8 | 42.86% | -11.31% | +7.14% | +57.14% | 0.00% | 50:29 | 31:50 | 40:17 | 54:28 | 57:49 | 60:24 | 17:32 | 12:59 |
 | Dagon (level 3) | 14 | 11.02% | 34.0 | 28.57% | -28.07% | -3.57% | +4.76% | 0.73% | 42:34 | 33:52 | 37:00 | 39:41 | 48:29 | 54:23 | 11:29 | 08:30 |
 | Dagon (level 5) | 9 | 7.09% | 32.1 | 33.33% | -21.75% | +16.67% | +16.67% | 0.00% | 44:56 | 38:43 | 39:18 | 44:07 | 49:27 | 55:04 | 10:09 | 07:31 |
 | Veil of Discord | 1 | 0.79% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:01 | 56:01 | 56:01 | 56:01 | 56:01 | 56:01 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.79% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:01 | 1:10:01 | 1:10:01 | 1:10:01 | 1:10:01 | 1:10:01 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.79% | 26.4 | 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 |
 | Ring of Basilius | 1 | 0.79% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:01 | 56:01 | 56:01 | 56:01 | 56:01 | 56:01 | 00:00 | 00:00 |
 | Dagon (level 4) | 10 | 7.87% | 22.6 | 30.00% | -25.56% | +36.67% | +20.00% | 0.00% | 44:12 | 37:12 | 39:41 | 41:16 | 49:44 | 53:59 | 10:03 | 07:26 |
 | Shiva's Guard | 2 | 1.57% | 20.8 | 50.00% | -3.60% | +50.00% | 0.00% | 0.00% | 35:03 | 32:08 | 32:08 | 37:58 | 37:58 | 37:58 | 05:50 | 04:19 |
 | Aghanim's Scepter | 2 | 1.57% | 18.9 | 50.00% | -3.60% | +50.00% | 0.00% | 0.00% | 42:26 | 30:37 | 30:37 | 54:15 | 54:15 | 54:15 | 23:38 | 17:30 |
 | Javelin | 1 | 0.79% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.79% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.79% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.79% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:15 | 54:15 | 54:15 | 54:15 | 54:15 | 54:15 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.79% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.79% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 00:00 | 00:00 |
 | Refresher Orb | 3 | 2.36% | 5.7 | 0.00% | -54.84% | 0.00% | 0.00% | 0.00% | 50:26 | 44:51 | 44:51 | 45:49 | 60:37 | 60:37 | 15:46 | 11:40 |
 | Desolator | 1 | 0.79% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 |
 | Revenant's Brooch | 7 | 5.51% | 1.9 | 0.00% | -56.67% | 0.00% | 0.00% | 0.00% | 52:04 | 42:12 | 43:56 | 54:59 | 55:00 | 59:18 | 11:04 | 08:11 |