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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 | |
 | Blight Stone | 80 | 27.87% | 100.0 | 63.75% | +16.89% | +11.25% | +11.25% | 0.00% | 10:21 | -01:29 | -01:28 | 09:40 | 16:10 | 38:38 | 17:38 | 13:03 |
 | Gleipnir | 13 | 4.53% | 98.4 | 84.62% | +34.62% | +15.38% | -17.95% | -6.04% | 28:30 | 23:07 | 24:09 | 27:37 | 29:40 | 41:12 | 05:31 | 04:05 |
 | Maelstrom | 23 | 8.01% | 96.8 | 73.91% | +24.29% | -7.24% | -7.24% | 0.00% | 21:30 | 10:13 | 13:28 | 21:43 | 26:12 | 49:24 | 12:44 | 09:25 |
 | Black King Bar | 25 | 8.71% | 95.2 | 72.00% | +22.38% | +11.33% | -22.00% | -2.36% | 30:58 | 19:20 | 21:51 | 28:13 | 36:00 | 1:13:22 | 14:09 | 10:28 |
 | Medallion of Courage | 67 | 23.34% | 93.7 | 61.19% | +12.55% | -14.13% | +9.40% | 2.70% | 14:33 | 04:56 | 09:15 | 12:39 | 17:58 | 38:38 | 08:43 | 06:27 |
 | Chainmail | 69 | 24.04% | 92.1 | 60.87% | +12.25% | -7.93% | +9.72% | 2.01% | 14:05 | 04:14 | 08:45 | 12:12 | 17:32 | 38:37 | 08:47 | 06:30 |
 | Crown | 84 | 29.27% | 90.5 | 59.52% | +11.24% | -11.90% | +7.15% | 2.17% | 17:13 | 05:43 | 11:51 | 15:07 | 20:38 | 43:51 | 08:47 | 06:30 |
 | Rod of Atos | 40 | 13.94% | 88.9 | 65.00% | +15.61% | -5.00% | -15.00% | -1.81% | 21:02 | 15:10 | 17:32 | 19:34 | 23:03 | 40:48 | 05:31 | 04:05 |
 | Power Treads | 24 | 8.36% | 87.3 | 70.83% | +21.02% | -4.16% | -20.83% | -2.05% | 11:55 | 03:26 | 07:02 | 10:15 | 15:10 | 22:45 | 08:08 | 06:01 |
 | Javelin | 24 | 8.36% | 85.7 | 70.83% | +21.02% | -4.16% | -20.83% | -1.37% | 18:10 | 06:15 | 10:21 | 17:32 | 22:30 | 49:19 | 12:09 | 09:00 |
 | Aghanim's Scepter | 121 | 42.16% | 84.1 | 55.37% | +6.57% | +11.30% | -2.04% | -2.08% | 31:08 | 17:26 | 27:29 | 30:25 | 33:53 | 52:25 | 06:24 | 04:44 |
 | Magic Stick | 276 | 96.17% | 82.5 | 51.45% | -3.10% | +7.97% | -7.97% | -3.25% | 03:02 | -01:29 | -01:29 | 02:12 | 06:23 | 16:12 | 07:52 | 05:49 |
 | Blink Dagger | 25 | 8.71% | 81.0 | 68.00% | +18.00% | +15.33% | -34.67% | -3.79% | 35:49 | 23:20 | 29:09 | 32:50 | 42:20 | 54:35 | 13:11 | 09:45 |
 | Magic Wand | 241 | 83.97% | 79.4 | 51.04% | -3.31% | +0.63% | +10.63% | 1.92% | 08:46 | 01:27 | 05:25 | 08:25 | 10:38 | 32:04 | 05:13 | 03:51 |
 | Boots of Speed | 29 | 10.10% | 77.8 | 65.52% | +15.52% | +5.91% | -22.66% | -3.50% | 14:01 | 02:44 | 07:00 | 09:31 | 15:10 | 1:01:40 | 08:10 | 06:02 |
 | Fluffy Hat | 64 | 22.30% | 76.2 | 57.81% | +8.03% | -7.81% | -1.56% | 0.98% | 12:42 | -01:29 | 08:59 | 10:49 | 15:20 | 44:14 | 06:21 | 04:42 |
 | Ring of Protection | 227 | 79.09% | 74.6 | 50.66% | -4.34% | +0.22% | -8.55% | -1.68% | 03:48 | -01:29 | 01:02 | 03:55 | 06:16 | 58:47 | 05:14 | 03:52 |
 | Solar Crest | 39 | 13.59% | 73.0 | 61.54% | +11.54% | -21.54% | +8.46% | 3.63% | 22:34 | 11:51 | 16:56 | 22:08 | 25:12 | 44:14 | 08:16 | 06:07 |
 | Urn of Shadows | 223 | 77.70% | 71.4 | 50.22% | -6.03% | +1.57% | -7.36% | -3.03% | 06:48 | 01:44 | 05:14 | 06:38 | 08:11 | 12:55 | 02:57 | 02:11 |
 | Aghanim's Shard | 48 | 16.72% | 69.8 | 58.33% | +8.12% | -16.66% | +8.34% | 3.30% | 31:24 | 20:49 | 26:37 | 29:46 | 34:12 | 57:27 | 07:35 | 05:37 |
 | Void Stone | 114 | 39.72% | 68.3 | 51.75% | +0.30% | -0.03% | +8.96% | 0.72% | 22:17 | 08:03 | 15:09 | 19:20 | 27:42 | 1:05:42 | 12:33 | 09:17 |
 | Wind Lace | 114 | 39.72% | 66.7 | 51.75% | +0.30% | -0.03% | +8.96% | 1.34% | 17:13 | 06:07 | 13:00 | 15:43 | 19:44 | 41:03 | 06:44 | 04:59 |
 | Spirit Vessel | 138 | 48.08% | 65.1 | 50.00% | -3.02% | +12.86% | -8.82% | -4.55% | 17:23 | 08:42 | 14:31 | 16:41 | 19:17 | 33:55 | 04:46 | 03:31 |
 | Eye of Skadi | 7 | 2.44% | 63.5 | 85.71% | +35.00% | +14.29% | -35.71% | 0.00% | 31:44 | 26:37 | 26:57 | 30:21 | 31:48 | 42:43 | 04:51 | 03:35 |
 | Drum of Endurance | 7 | 2.44% | 61.9 | 85.71% | +35.00% | +14.29% | -35.71% | 0.00% | 20:18 | 13:30 | 14:10 | 20:52 | 23:42 | 26:43 | 09:32 | 07:03 |
 | Ring of Health | 40 | 13.94% | 60.3 | 55.00% | +3.99% | +5.00% | +5.00% | 0.00% | 26:23 | 07:30 | 19:12 | 25:09 | 31:24 | 51:27 | 12:12 | 09:02 |
 | Orchid Malevolence | 18 | 6.27% | 58.7 | 61.11% | +10.18% | -1.11% | +13.89% | 2.17% | 22:46 | 16:27 | 18:14 | 22:06 | 25:08 | 36:34 | 06:54 | 05:06 |
 | Eul's Scepter of Divinity | 67 | 23.34% | 57.1 | 46.27% | -6.91% | -5.09% | -16.86% | -1.96% | 21:38 | 13:51 | 18:11 | 19:31 | 24:12 | 41:55 | 06:01 | 04:27 |
 | Aether Lens | 14 | 4.88% | 55.6 | 64.29% | +13.37% | +35.71% | -30.96% | -3.67% | 43:36 | 29:53 | 32:41 | 35:53 | 50:50 | 1:06:04 | 18:09 | 13:26 |
 | Force Staff | 12 | 4.18% | 54.0 | 66.67% | +15.76% | 0.00% | +33.33% | 5.49% | 24:10 | 15:35 | 19:13 | 22:10 | 25:17 | 42:04 | 06:04 | 04:29 |
 | Linken's Sphere | 10 | 3.48% | 52.4 | 70.00% | +19.10% | -3.33% | -20.00% | 0.00% | 29:02 | 15:13 | 16:31 | 28:22 | 40:09 | 48:24 | 23:38 | 17:30 |
 | Lotus Orb | 24 | 8.36% | 50.8 | 50.00% | -1.71% | -16.67% | 0.00% | 2.29% | 30:07 | 19:15 | 24:35 | 28:53 | 31:52 | 51:27 | 07:17 | 05:23 |
 | Wraith Band | 7 | 2.44% | 49.2 | 71.43% | +20.36% | +28.57% | -21.43% | 0.00% | 04:56 | 01:06 | 02:01 | 03:12 | 04:59 | 14:17 | 02:58 | 02:11 |
 | Dragon Lance | 3 | 1.05% | 47.6 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 15:05 | 12:33 | 12:33 | 15:52 | 16:49 | 16:49 | 04:16 | 03:09 |
 | Nullifier | 3 | 1.05% | 46.0 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 44:19 | 35:54 | 35:54 | 47:15 | 49:47 | 49:47 | 13:53 | 10:17 |
 | Helm of Iron Will | 3 | 1.05% | 44.4 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 44:00 | 35:35 | 35:35 | 46:55 | 49:30 | 49:30 | 13:55 | 10:18 |
 | Desolator | 3 | 1.05% | 42.9 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 31:09 | 21:14 | 21:14 | 34:30 | 37:43 | 37:43 | 16:29 | 12:12 |
 | Quelling Blade | 19 | 6.62% | 41.3 | 47.37% | -4.50% | +32.63% | -7.37% | -6.90% | 09:02 | -01:29 | 05:43 | 09:16 | 11:31 | 26:13 | 05:48 | 04:17 |
 | Aeon Disk | 12 | 4.18% | 39.7 | 50.00% | -1.64% | +50.00% | -16.67% | -7.45% | 40:20 | 29:02 | 35:56 | 37:09 | 44:53 | 57:04 | 08:57 | 06:37 |
 | Ring of Basilius | 4 | 1.39% | 38.1 | 75.00% | +23.76% | -75.00% | +25.00% | 0.00% | 18:16 | 01:07 | 01:07 | 04:58 | 08:09 | 58:48 | 07:02 | 05:12 |
 | Falcon Blade | 7 | 2.44% | 36.5 | 57.14% | +5.71% | -7.14% | -7.14% | 0.00% | 11:15 | 03:08 | 05:29 | 06:06 | 10:15 | 36:41 | 04:46 | 03:31 |
 | Mjollnir | 2 | 0.70% | 34.9 | 100.00% | +48.77% | 0.00% | 0.00% | 0.00% | 39:14 | 35:32 | 35:32 | 42:56 | 42:56 | 42:56 | 07:24 | 05:28 |
 | Crystalys | 5 | 1.74% | 33.3 | 60.00% | +8.58% | +40.00% | +40.00% | 0.00% | 36:03 | 29:00 | 29:00 | 35:18 | 35:58 | 47:29 | 06:58 | 05:09 |
 | Bottle | 3 | 1.05% | 31.7 | 66.67% | +15.26% | +33.33% | 0.00% | 0.00% | 27:52 | 02:53 | 02:53 | 40:09 | 40:34 | 40:34 | 37:41 | 27:54 |
 | Sange | 4 | 1.39% | 30.2 | 50.00% | -1.59% | -50.00% | -50.00% | 0.00% | 25:19 | 15:29 | 15:29 | 24:39 | 30:04 | 31:02 | 14:35 | 10:48 |
 | Morbid Mask | 1 | 0.35% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.35% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.35% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.35% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.35% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.35% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:51 | 1:10:51 | 1:10:51 | 1:10:51 | 1:10:51 | 1:10:51 | 00:00 | 00:00 |
 | Buckler | 1 | 0.35% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:47 | 58:47 | 58:47 | 58:47 | 58:47 | 58:47 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.35% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.35% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.35% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 00:00 | 00:00 |
 | Bracer | 2 | 0.70% | 12.7 | 50.00% | -1.58% | -50.00% | 0.00% | 0.00% | 13:23 | 06:25 | 06:25 | 20:20 | 20:20 | 20:20 | 13:55 | 10:18 |
 | Divine Rapier | 2 | 0.70% | 11.1 | 50.00% | -1.58% | -50.00% | 0.00% | 0.00% | 54:13 | 48:30 | 48:30 | 59:56 | 59:56 | 59:56 | 11:26 | 08:28 |
 | Ghost Scepter | 2 | 0.70% | 9.5 | 50.00% | -1.58% | -50.00% | 0.00% | 0.00% | 38:46 | 28:27 | 28:27 | 49:04 | 49:04 | 49:04 | 20:37 | 15:16 |
 | Bloodthorn | 2 | 0.70% | 7.9 | 50.00% | -1.58% | +50.00% | 0.00% | 0.00% | 27:43 | 24:10 | 24:10 | 31:16 | 31:16 | 31:16 | 07:06 | 05:15 |
 | Daedalus | 2 | 0.70% | 6.3 | 50.00% | -1.58% | -50.00% | 0.00% | 0.00% | 46:57 | 42:14 | 42:14 | 51:39 | 51:39 | 51:39 | 09:25 | 06:58 |
 | Sange and Yasha | 2 | 0.70% | 4.8 | 0.00% | -51.93% | 0.00% | 0.00% | 0.00% | 26:13 | 20:35 | 20:35 | 31:51 | 31:51 | 31:51 | 11:16 | 08:20 |
 | Yasha | 2 | 0.70% | 3.2 | 0.00% | -51.93% | 0.00% | 0.00% | 0.00% | 23:45 | 20:20 | 20:20 | 27:09 | 27:09 | 27:09 | 06:49 | 05:02 |
 | Butterfly | 1 | 0.35% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 00:00 | 00:00 |