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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 | |
 | Boots of Travel | 22 | 5.39% | 100.0 | 86.36% | +32.47% | +13.64% | -26.36% | -3.72% | 44:32 | 30:44 | 38:30 | 47:03 | 49:16 | 58:41 | 10:46 | 07:58 |
 | Ring of Health | 109 | 26.72% | 98.7 | 67.89% | +16.72% | -1.22% | +2.48% | 0.33% | 28:09 | 13:18 | 21:31 | 27:41 | 32:50 | 1:06:09 | 11:19 | 08:22 |
 | Void Stone | 233 | 57.11% | 97.4 | 62.66% | +16.37% | -2.32% | +1.13% | 0.21% | 25:14 | 07:55 | 16:07 | 22:59 | 32:19 | 1:03:20 | 16:12 | 12:00 |
 | Scythe of Vyse | 30 | 7.35% | 96.1 | 76.67% | +22.70% | +23.33% | -33.81% | -5.49% | 45:08 | 26:18 | 40:02 | 41:43 | 50:26 | 1:08:53 | 10:24 | 07:42 |
 | Chainmail | 229 | 56.13% | 94.8 | 62.45% | +15.52% | +2.46% | -6.31% | -1.40% | 17:35 | 08:13 | 13:18 | 15:53 | 19:35 | 44:04 | 06:17 | 04:39 |
 | Buckler | 113 | 27.70% | 93.5 | 65.49% | +13.63% | +13.08% | -8.35% | -2.39% | 24:48 | 13:57 | 19:35 | 24:17 | 28:33 | 49:55 | 08:58 | 06:38 |
 | Ring of Protection | 179 | 43.87% | 92.2 | 62.57% | +12.35% | -2.57% | -4.79% | -0.20% | 19:17 | -01:29 | 13:40 | 17:39 | 24:33 | 49:55 | 10:53 | 08:03 |
 | Guardian Greaves | 100 | 24.51% | 90.9 | 65.00% | +12.40% | +7.00% | -9.00% | -1.96% | 26:54 | 17:47 | 22:08 | 25:59 | 30:18 | 46:42 | 08:10 | 06:02 |
 | Boots of Bearing | 23 | 5.64% | 89.6 | 78.26% | +23.97% | -11.59% | +5.07% | 1.43% | 34:29 | 19:45 | 27:07 | 33:43 | 38:45 | 56:11 | 11:38 | 08:37 |
 | Wind Lace | 210 | 51.47% | 88.3 | 60.48% | +9.97% | -3.88% | +1.06% | 0.39% | 16:45 | -01:29 | 09:38 | 15:55 | 22:26 | 1:20:48 | 12:48 | 09:28 |
 | Headdress | 149 | 36.52% | 87.0 | 61.74% | +9.62% | -2.28% | -4.98% | -0.38% | 17:07 | -01:29 | 12:38 | 15:48 | 19:48 | 40:19 | 07:10 | 05:18 |
 | Crown | 128 | 31.37% | 85.7 | 61.72% | +8.86% | +0.78% | -17.97% | -2.21% | 20:10 | 00:02 | 15:26 | 18:59 | 23:54 | 43:28 | 08:28 | 06:16 |
 | Mekansm | 126 | 30.88% | 84.4 | 61.11% | +7.92% | +4.52% | -9.50% | -2.05% | 19:53 | 11:50 | 15:42 | 18:08 | 22:33 | 44:10 | 06:51 | 05:04 |
 | Drum of Endurance | 42 | 10.29% | 83.1 | 69.05% | +14.95% | -14.50% | -9.05% | 0.60% | 25:45 | 14:04 | 19:19 | 25:15 | 28:28 | 50:47 | 09:09 | 06:46 |
 | Solar Crest | 119 | 29.17% | 81.8 | 61.34% | +8.05% | +8.66% | -18.01% | -3.81% | 23:09 | 12:57 | 19:06 | 21:27 | 26:06 | 43:28 | 07:00 | 05:11 |
 | Blight Stone | 128 | 31.37% | 80.5 | 60.94% | +7.73% | -1.56% | -14.06% | -1.47% | 19:06 | 02:24 | 14:30 | 17:23 | 22:59 | 56:53 | 08:29 | 06:17 |
 | Medallion of Courage | 123 | 30.15% | 79.2 | 60.98% | +7.65% | +0.31% | -15.82% | -2.12% | 19:28 | 09:40 | 15:03 | 17:47 | 22:39 | 43:28 | 07:36 | 05:37 |
 | Magic Wand | 388 | 95.10% | 77.9 | 56.44% | +16.44% | +2.32% | -3.86% | -1.08% | 07:15 | -01:29 | 03:56 | 06:26 | 09:39 | 22:47 | 05:43 | 04:14 |
 | Magic Stick | 394 | 96.57% | 76.6 | 56.09% | +13.23% | +0.48% | -8.13% | -1.46% | 03:32 | -01:30 | 00:26 | 02:30 | 06:21 | 17:57 | 05:55 | 04:22 |
 | Tranquil Boots | 58 | 14.22% | 75.3 | 65.52% | +11.52% | -5.52% | -15.52% | -0.73% | 19:24 | 06:27 | 11:28 | 16:57 | 25:05 | 49:15 | 13:37 | 10:05 |
 | Lotus Orb | 65 | 15.93% | 74.0 | 64.62% | +10.68% | +4.13% | -8.37% | -1.24% | 31:47 | 20:09 | 26:05 | 31:02 | 36:08 | 49:00 | 10:03 | 07:26 |
 | Boots of Speed | 408 | 100.00% | 72.7 | 55.64% | +55.64% | -1.72% | -5.64% | -1.38% | 06:08 | -01:29 | 04:46 | 06:10 | 07:37 | 14:02 | 02:51 | 02:06 |
 | Arcane Boots | 344 | 84.31% | 71.4 | 56.10% | +2.97% | +7.85% | -8.43% | -4.19% | 12:50 | 05:18 | 10:14 | 11:45 | 14:07 | 33:30 | 03:53 | 02:52 |
 | Linken's Sphere | 13 | 3.19% | 70.1 | 84.62% | +29.94% | +15.38% | -17.95% | 0.00% | 46:01 | 32:19 | 40:24 | 46:15 | 50:22 | 55:38 | 09:58 | 07:22 |
 | Pipe of Insight | 30 | 7.35% | 68.8 | 70.00% | +15.50% | +17.50% | -27.14% | -7.59% | 25:56 | 14:51 | 22:37 | 26:04 | 28:30 | 37:51 | 05:53 | 04:21 |
 | Eul's Scepter of Divinity | 39 | 9.56% | 67.5 | 66.67% | +12.20% | +3.33% | -6.67% | -1.11% | 30:15 | 18:38 | 22:19 | 26:47 | 31:21 | 1:20:52 | 09:02 | 06:41 |
 | Aether Lens | 83 | 20.34% | 66.2 | 60.24% | +5.78% | +6.43% | +1.66% | -0.47% | 29:20 | 16:32 | 23:53 | 27:38 | 33:59 | 54:03 | 10:06 | 07:28 |
 | Pavise | 59 | 14.46% | 64.9 | 62.71% | +8.27% | -2.71% | +10.62% | 4.39% | 15:27 | 09:50 | 13:28 | 15:26 | 16:30 | 23:55 | 03:02 | 02:14 |
 | Force Staff | 124 | 30.39% | 63.6 | 57.26% | +2.33% | +4.03% | -12.10% | -1.66% | 26:51 | 13:28 | 21:43 | 25:23 | 31:27 | 51:45 | 09:44 | 07:12 |
 | Bracer | 64 | 15.69% | 62.3 | 60.94% | +6.29% | +20.31% | -10.94% | -3.51% | 08:57 | 01:10 | 02:58 | 05:54 | 11:52 | 29:39 | 08:54 | 06:35 |
 | Sange | 17 | 4.17% | 61.0 | 76.47% | +21.74% | -1.47% | -26.47% | -2.06% | 33:36 | 21:33 | 25:44 | 30:15 | 37:52 | 55:13 | 12:08 | 08:59 |
 | Fluffy Hat | 191 | 46.81% | 59.7 | 53.40% | -4.20% | +4.93% | -7.57% | -1.13% | 18:48 | 02:30 | 12:34 | 16:54 | 23:39 | 51:45 | 11:05 | 08:12 |
 | Heaven's Halberd | 14 | 3.43% | 58.4 | 78.57% | +23.75% | +21.43% | -11.90% | 0.00% | 33:53 | 23:24 | 29:28 | 33:21 | 35:49 | 45:26 | 06:21 | 04:42 |
 | Ring of Basilius | 20 | 4.90% | 57.1 | 70.00% | +15.10% | -50.00% | +10.00% | 3.29% | 22:01 | 09:18 | 11:42 | 18:02 | 29:56 | 49:55 | 18:14 | 13:30 |
 | Ghost Scepter | 20 | 4.90% | 55.8 | 70.00% | +15.10% | +30.00% | -10.00% | -3.41% | 34:24 | 21:39 | 27:29 | 34:50 | 39:13 | 44:58 | 11:44 | 08:41 |
 | Cornucopia | 15 | 3.68% | 54.5 | 73.33% | +18.37% | +1.67% | -23.33% | 0.00% | 46:57 | 32:00 | 40:09 | 46:15 | 51:51 | 1:10:45 | 11:42 | 08:40 |
 | Kaya | 15 | 3.68% | 53.2 | 73.33% | +18.37% | -23.33% | +1.67% | 0.00% | 34:50 | 23:36 | 26:08 | 32:08 | 42:44 | 55:22 | 16:36 | 12:17 |
 | Vladmir's Offering | 8 | 1.96% | 51.9 | 87.50% | +32.50% | +12.50% | +12.50% | 0.00% | 33:55 | 23:51 | 27:11 | 31:52 | 34:47 | 49:55 | 07:36 | 05:37 |
 | Morbid Mask | 8 | 1.96% | 50.6 | 87.50% | +32.50% | +12.50% | +12.50% | 0.00% | 33:07 | 22:38 | 26:35 | 31:52 | 33:40 | 49:55 | 07:05 | 05:14 |
 | Glimmer Cape | 122 | 29.90% | 49.4 | 50.00% | -8.04% | +14.52% | -10.00% | -3.38% | 24:24 | 13:41 | 19:55 | 22:11 | 27:10 | 53:36 | 07:15 | 05:22 |
 | Aghanim's Scepter | 27 | 6.62% | 48.1 | 59.26% | +3.88% | -2.12% | -16.40% | -1.43% | 38:27 | 26:58 | 33:16 | 37:23 | 43:14 | 55:44 | 09:58 | 07:22 |
 | Aghanim's Shard | 120 | 29.41% | 46.8 | 45.00% | -15.07% | +1.67% | -15.00% | -1.54% | 22:05 | 15:00 | 15:34 | 19:07 | 26:24 | 46:06 | 10:50 | 08:01 |
 | Crimson Guard | 6 | 1.47% | 45.5 | 83.33% | +28.11% | -33.33% | +16.67% | 0.00% | 30:09 | 21:50 | 23:20 | 23:24 | 35:48 | 45:23 | 12:28 | 09:14 |
 | Urn of Shadows | 15 | 3.68% | 44.2 | 60.00% | +4.53% | +15.00% | -35.00% | 0.00% | 11:03 | 06:09 | 08:42 | 11:31 | 12:24 | 15:19 | 03:42 | 02:44 |
 | Spirit Vessel | 13 | 3.19% | 42.9 | 61.54% | +6.10% | +5.13% | -28.21% | 0.00% | 18:10 | 14:27 | 17:04 | 17:54 | 18:31 | 23:06 | 01:27 | 01:04 |
 | Octarine Core | 23 | 5.64% | 41.6 | 52.17% | -3.67% | +14.50% | -2.17% | -1.69% | 42:31 | 29:53 | 34:42 | 40:00 | 44:35 | 1:13:32 | 09:53 | 07:19 |
 | Ethereal Blade | 9 | 2.21% | 40.3 | 66.67% | +11.28% | +33.33% | -16.67% | 0.00% | 37:12 | 25:29 | 28:54 | 36:33 | 41:05 | 55:25 | 12:11 | 09:01 |
 | Helm of Iron Will | 7 | 1.72% | 39.0 | 71.43% | +16.07% | -21.43% | -21.43% | 0.00% | 37:58 | 16:39 | 19:57 | 29:51 | 32:51 | 1:35:29 | 12:54 | 09:33 |
 | Blink Dagger | 7 | 1.72% | 37.7 | 71.43% | +16.07% | -21.43% | +28.57% | 0.00% | 33:08 | 25:40 | 30:20 | 33:24 | 33:29 | 43:00 | 03:09 | 02:20 |
 | Desolator | 3 | 0.74% | 36.4 | 100.00% | +44.69% | 0.00% | 0.00% | 0.00% | 43:25 | 31:39 | 31:39 | 41:44 | 56:53 | 56:53 | 25:14 | 18:41 |
 | Hood of Defiance | 5 | 1.23% | 35.1 | 80.00% | +24.67% | +20.00% | -80.00% | 0.00% | 23:13 | 13:43 | 13:43 | 21:04 | 26:20 | 34:39 | 12:37 | 09:20 |
 | Wraith Band | 13 | 3.19% | 33.8 | 53.85% | -1.85% | +12.82% | -53.85% | 0.00% | 23:51 | 01:16 | 02:37 | 26:22 | 31:28 | 49:01 | 28:51 | 21:22 |
 | Quelling Blade | 8 | 1.96% | 32.5 | 62.50% | +7.00% | +37.50% | -12.50% | 0.00% | 11:07 | -01:29 | -01:29 | 08:07 | 12:22 | 37:09 | 13:51 | 10:15 |
 | Vanguard | 6 | 1.47% | 31.2 | 66.67% | +11.20% | -16.67% | +33.33% | 0.00% | 27:46 | 17:05 | 17:53 | 21:50 | 31:09 | 49:21 | 13:16 | 09:49 |
 | Null Talisman | 12 | 2.94% | 29.9 | 50.00% | -5.81% | -16.67% | -16.67% | 0.00% | 17:01 | -01:29 | 09:43 | 13:02 | 24:40 | 38:36 | 14:57 | 11:04 |
 | Mask of Madness | 2 | 0.49% | 28.6 | 100.00% | +44.58% | 0.00% | 0.00% | 0.00% | 36:45 | 31:45 | 31:45 | 41:44 | 41:44 | 41:44 | 09:59 | 07:23 |
 | Aeon Disk | 8 | 1.96% | 27.3 | 50.00% | -5.75% | 0.00% | -50.00% | 0.00% | 49:07 | 34:12 | 41:55 | 47:33 | 52:55 | 1:08:03 | 11:00 | 08:08 |
 | Black King Bar | 14 | 3.43% | 26.0 | 35.71% | -20.64% | -10.71% | -35.71% | 0.00% | 41:31 | 28:49 | 32:05 | 37:26 | 44:22 | 1:16:07 | 12:17 | 09:05 |
 | Rod of Atos | 3 | 0.74% | 24.7 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | 19:00 | 14:53 | 14:53 | 16:04 | 26:03 | 26:03 | 11:10 | 08:16 |
 | Wind Waker | 4 | 0.98% | 23.4 | 50.00% | -5.69% | +50.00% | -50.00% | 0.00% | 56:00 | 39:25 | 39:25 | 48:14 | 55:27 | 1:20:52 | 16:02 | 11:52 |
 | Bottle | 1 | 0.25% | 22.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.25% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 00:00 | 00:00 |
 | Dagon | 1 | 0.25% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Diadem | 1 | 0.25% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.25% | 16.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 00:00 | 00:00 |
 | Boots of Travel 2 | 5 | 1.23% | 15.6 | 40.00% | -15.83% | +60.00% | -40.00% | 0.00% | 53:15 | 39:45 | 39:45 | 46:22 | 51:06 | 1:25:30 | 11:21 | 08:24 |
 | Refresher Orb | 2 | 0.49% | 14.3 | 50.00% | -5.67% | +50.00% | 0.00% | 0.00% | 1:04:02 | 57:19 | 57:19 | 1:10:45 | 1:10:45 | 1:10:45 | 13:26 | 09:57 |
 | Manta Style | 2 | 0.49% | 13.0 | 50.00% | -5.67% | +50.00% | 0.00% | 0.00% | 1:17:08 | 56:00 | 56:00 | 1:38:15 | 1:38:15 | 1:38:15 | 42:15 | 31:17 |
 | Yasha | 2 | 0.49% | 11.7 | 50.00% | -5.67% | +50.00% | 0.00% | 0.00% | 1:14:56 | 51:56 | 51:56 | 1:37:56 | 1:37:56 | 1:37:56 | 46:00 | 34:04 |
 | Veil of Discord | 3 | 0.74% | 10.4 | 33.33% | -22.47% | -33.33% | 0.00% | 0.00% | 13:53 | 12:41 | 12:41 | 13:46 | 15:11 | 15:11 | 02:30 | 01:51 |
 | Hand of Midas | 3 | 0.74% | 9.1 | 33.33% | -22.47% | -33.33% | 0.00% | 0.00% | 20:12 | 16:05 | 16:05 | 18:50 | 25:41 | 25:41 | 09:36 | 07:06 |
 | Aghanim's Blessing | 1 | 0.25% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 00:00 | 00:00 |
 | Javelin | 1 | 0.25% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:45 | 56:45 | 56:45 | 56:45 | 56:45 | 56:45 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.25% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:41:35 | 1:41:35 | 1:41:35 | 1:41:35 | 1:41:35 | 1:41:35 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.25% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:35:39 | 1:35:39 | 1:35:39 | 1:35:39 | 1:35:39 | 1:35:39 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.25% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:45 | 56:45 | 56:45 | 56:45 | 56:45 | 56:45 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.25% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:46 | 56:46 | 56:46 | 56:46 | 56:46 | 56:46 | 00:00 | 00:00 |