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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 | |
 | Void Stone | 25 | 32.47% | 100.0 | 76.00% | +33.69% | -9.33% | +7.33% | 0.96% | 28:55 | 14:28 | 17:46 | 27:12 | 35:08 | 58:00 | 17:22 | 12:51 |
 | Ring of Health | 22 | 28.57% | 98.1 | 77.27% | +33.63% | -10.60% | +2.73% | 0.91% | 30:56 | 17:35 | 20:55 | 31:00 | 35:34 | 58:00 | 14:39 | 10:51 |
 | Aghanim's Scepter | 37 | 48.05% | 96.3 | 67.57% | +27.57% | +21.32% | -0.90% | -2.63% | 31:48 | 21:11 | 26:59 | 32:15 | 35:25 | 49:32 | 08:26 | 06:14 |
 | Aghanim's Shard | 30 | 38.96% | 94.4 | 66.67% | +21.99% | -16.67% | -9.53% | 0.65% | 30:22 | 21:38 | 24:25 | 29:06 | 35:20 | 41:37 | 10:55 | 08:05 |
 | Linken's Sphere | 15 | 19.48% | 92.6 | 73.33% | +24.94% | +1.67% | +1.67% | 0.00% | 28:42 | 22:22 | 24:01 | 27:24 | 32:29 | 35:42 | 08:28 | 06:16 |
 | Black King Bar | 55 | 71.43% | 90.7 | 56.36% | +10.91% | +0.78% | -6.36% | -1.73% | 21:10 | 15:18 | 18:25 | 20:32 | 22:33 | 32:26 | 04:08 | 03:03 |
 | Boots of Speed | 77 | 100.00% | 88.9 | 53.25% | +53.25% | -11.14% | -5.88% | 2.79% | 04:47 | 01:22 | 03:50 | 04:39 | 05:43 | 07:49 | 01:53 | 01:23 |
 | Chainmail | 69 | 89.61% | 87.0 | 53.62% | +3.62% | +5.20% | -6.56% | -4.80% | 08:06 | 01:59 | 06:55 | 07:58 | 09:22 | 15:38 | 02:27 | 01:48 |
 | Phase Boots | 69 | 89.61% | 85.2 | 53.62% | +3.62% | +16.97% | -6.56% | -10.54% | 08:53 | 05:09 | 07:32 | 08:33 | 09:46 | 16:42 | 02:14 | 01:39 |
 | Quelling Blade | 76 | 98.70% | 83.3 | 52.63% | -47.37% | +5.26% | -15.79% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 05:03 | 00:00 | 00:00 |
 | Blight Stone | 70 | 90.91% | 81.5 | 52.86% | -4.28% | +13.81% | +0.08% | -9.26% | 03:29 | 01:35 | 02:25 | 02:51 | 03:54 | 11:01 | 01:29 | 01:05 |
 | Magic Wand | 75 | 97.40% | 79.6 | 52.00% | -48.00% | +5.89% | +0.63% | -1.07% | 06:28 | -01:29 | 03:48 | 05:36 | 08:44 | 19:20 | 04:56 | 03:39 |
 | Bottle | 73 | 94.81% | 77.8 | 52.05% | -22.95% | +9.06% | -13.16% | -22.22% | 01:49 | 00:36 | 01:18 | 01:29 | 01:39 | 11:38 | 00:21 | 00:15 |
 | Refresher Orb | 9 | 11.69% | 75.9 | 77.78% | +27.78% | +22.22% | -27.78% | -3.60% | 42:41 | 30:04 | 31:02 | 44:12 | 44:56 | 58:01 | 13:54 | 10:17 |
 | Javelin | 56 | 72.73% | 74.1 | 53.57% | +1.19% | +17.86% | -25.00% | -8.38% | 13:58 | 06:19 | 10:42 | 11:48 | 15:49 | 29:01 | 05:07 | 03:47 |
 | Magic Stick | 73 | 94.81% | 72.2 | 50.68% | -49.32% | +4.88% | -6.24% | -4.02% | 03:26 | -01:29 | 01:51 | 02:40 | 04:37 | 17:24 | 02:46 | 02:02 |
 | Maelstrom | 55 | 71.43% | 70.4 | 52.73% | -1.82% | +40.13% | -17.02% | -16.10% | 17:20 | 11:38 | 14:09 | 16:22 | 17:42 | 29:06 | 03:33 | 02:37 |
 | Sange | 15 | 19.48% | 68.5 | 60.00% | +8.39% | +15.00% | -10.00% | -4.48% | 26:58 | 20:05 | 22:53 | 25:30 | 28:28 | 48:57 | 05:35 | 04:08 |
 | Fluffy Hat | 55 | 71.43% | 66.7 | 43.64% | -33.63% | -0.78% | -7.93% | -1.77% | 08:17 | 03:34 | 05:33 | 06:47 | 09:36 | 30:30 | 04:03 | 03:00 |
 | Kaya | 21 | 27.27% | 64.8 | 52.38% | -1.19% | +7.62% | -12.38% | -2.27% | 27:55 | 17:47 | 22:20 | 27:02 | 31:08 | 49:57 | 08:48 | 06:31 |
 | Orb of Venom | 54 | 70.13% | 63.0 | 42.59% | -35.67% | +0.27% | -4.13% | -1.13% | 07:43 | 03:33 | 05:34 | 06:36 | 09:28 | 23:23 | 03:54 | 02:53 |
 | Orb of Corrosion | 54 | 70.13% | 61.1 | 42.59% | -35.67% | +0.27% | -19.51% | -4.80% | 08:23 | 04:03 | 05:49 | 07:19 | 09:56 | 23:52 | 04:07 | 03:02 |
 | Kaya and Sange | 14 | 18.18% | 59.3 | 57.14% | +4.76% | +17.86% | +9.53% | -1.40% | 29:39 | 20:16 | 25:15 | 29:36 | 31:12 | 50:07 | 05:57 | 04:24 |
 | Wind Lace | 9 | 11.69% | 57.4 | 55.56% | +2.62% | -55.56% | -5.56% | 9.29% | 14:18 | 05:36 | 08:50 | 12:10 | 14:13 | 31:07 | 05:23 | 03:59 |
 | Shiva's Guard | 9 | 11.69% | 55.6 | 55.56% | +2.62% | +44.44% | +44.44% | 0.00% | 34:53 | 27:49 | 28:49 | 33:16 | 41:24 | 43:23 | 12:35 | 09:19 |
 | Gleipnir | 4 | 5.19% | 53.7 | 75.00% | +22.95% | +25.00% | -75.00% | 0.00% | 45:24 | 31:33 | 31:33 | 43:15 | 50:44 | 56:02 | 19:11 | 14:12 |
 | Eul's Scepter of Divinity | 4 | 5.19% | 51.9 | 75.00% | +22.95% | +25.00% | -75.00% | 0.00% | 23:31 | 17:54 | 17:54 | 18:03 | 26:31 | 31:36 | 08:37 | 06:22 |
 | Crown | 4 | 5.19% | 50.0 | 75.00% | +22.95% | +25.00% | -75.00% | 0.00% | 44:50 | 29:51 | 29:51 | 42:47 | 50:42 | 55:59 | 20:51 | 15:26 |
 | Rod of Atos | 4 | 5.19% | 48.1 | 75.00% | +22.95% | +25.00% | -75.00% | 0.00% | 44:50 | 29:52 | 29:52 | 42:47 | 50:42 | 55:59 | 20:50 | 15:25 |
 | Ring of Basilius | 2 | 2.60% | 46.3 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 12:02 | 05:19 | 05:19 | 18:44 | 18:44 | 18:44 | 13:25 | 09:56 |
 | Wraith Band | 2 | 2.60% | 44.4 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 03:52 | 03:39 | 03:39 | 04:04 | 04:04 | 04:04 | 00:25 | 00:18 |
 | Aghanim's Blessing | 5 | 6.49% | 42.6 | 60.00% | +7.22% | +40.00% | -60.00% | 0.00% | 45:48 | 36:16 | 36:16 | 46:38 | 49:32 | 51:35 | 13:16 | 09:49 |
 | Desolator | 5 | 6.49% | 40.7 | 60.00% | +7.22% | +40.00% | +40.00% | 0.00% | 33:44 | 17:47 | 17:47 | 33:33 | 38:19 | 54:50 | 20:32 | 15:12 |
 | Eye of Skadi | 3 | 3.90% | 38.9 | 66.67% | +13.97% | -66.67% | 0.00% | 0.00% | 41:20 | 30:38 | 30:38 | 32:53 | 60:30 | 60:30 | 29:52 | 22:07 |
 | Null Talisman | 3 | 3.90% | 37.0 | 66.67% | +13.97% | +33.33% | 0.00% | 0.00% | 10:18 | 01:59 | 01:59 | 04:34 | 24:21 | 24:21 | 22:22 | 16:34 |
 | Blink Dagger | 12 | 15.58% | 35.2 | 33.33% | -23.59% | 0.00% | 0.00% | 0.00% | 27:39 | 21:20 | 23:20 | 27:07 | 29:08 | 37:42 | 05:48 | 04:17 |
 | Drum of Endurance | 1 | 1.30% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:44 | 11:44 | 11:44 | 11:44 | 11:44 | 11:44 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.30% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.30% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.30% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:02 | 06:02 | 06:02 | 06:02 | 06:02 | 06:02 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.30% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.30% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.30% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.30% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.30% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Mjollnir | 2 | 2.60% | 16.7 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 31:45 | 31:06 | 31:06 | 32:23 | 32:23 | 32:23 | 01:17 | 00:57 |
 | Ethereal Blade | 2 | 2.60% | 14.8 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 30:38 | 27:27 | 27:27 | 33:48 | 33:48 | 33:48 | 06:21 | 04:42 |
 | Scythe of Vyse | 2 | 2.60% | 13.0 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 43:10 | 41:59 | 41:59 | 44:20 | 44:20 | 44:20 | 02:21 | 01:44 |
 | Ghost Scepter | 2 | 2.60% | 11.1 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 30:14 | 26:43 | 26:43 | 33:44 | 33:44 | 33:44 | 07:01 | 05:11 |
 | Ring of Protection | 2 | 2.60% | 9.3 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 09:55 | 04:41 | 04:41 | 15:08 | 15:08 | 15:08 | 10:27 | 07:44 |
 | Wind Waker | 2 | 2.60% | 7.4 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 39:37 | 37:02 | 37:02 | 42:11 | 42:11 | 42:11 | 05:09 | 03:48 |
 | Power Treads | 3 | 3.90% | 5.6 | 33.33% | -20.72% | -33.33% | 0.00% | 0.00% | 09:36 | 08:54 | 08:54 | 09:33 | 10:21 | 10:21 | 01:27 | 01:04 |
 | Crystalys | 2 | 2.60% | 3.7 | 0.00% | -54.67% | 0.00% | 0.00% | 0.00% | 34:36 | 33:13 | 33:13 | 35:59 | 35:59 | 35:59 | 02:46 | 02:02 |
 | Daedalus | 1 | 1.30% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 00:00 | 00:00 |