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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 | |
 | Aeon Disk | 25 | 9.29% | 100.0 | 84.00% | +42.20% | -0.67% | +16.00% | 1.52% | 43:46 | 24:30 | 36:58 | 43:51 | 47:55 | 1:02:29 | 10:57 | 08:06 |
 | Boots of Travel | 12 | 4.46% | 98.2 | 91.67% | +48.09% | +8.33% | +8.33% | 0.00% | 45:49 | 32:33 | 33:31 | 45:09 | 50:23 | 1:06:33 | 16:52 | 12:29 |
 | Octarine Core | 14 | 5.20% | 96.4 | 85.71% | +42.18% | +14.29% | -52.38% | -4.30% | 46:41 | 22:46 | 40:55 | 47:58 | 56:26 | 59:06 | 15:31 | 11:29 |
 | Blink Dagger | 138 | 51.30% | 94.5 | 60.87% | +31.10% | +4.84% | -13.81% | -1.70% | 28:51 | 11:36 | 22:33 | 28:05 | 33:30 | 53:26 | 10:57 | 08:06 |
 | Aether Lens | 128 | 47.58% | 92.7 | 53.91% | +15.61% | +8.59% | +8.59% | 0.00% | 22:43 | 12:12 | 16:31 | 19:58 | 26:22 | 49:44 | 09:51 | 07:17 |
 | Glimmer Cape | 60 | 22.30% | 90.9 | 58.33% | +16.22% | +8.34% | -5.00% | -1.42% | 27:48 | 15:30 | 21:51 | 25:42 | 31:15 | 55:26 | 09:24 | 06:57 |
 | Void Stone | 146 | 54.28% | 89.1 | 52.74% | +15.34% | +6.72% | +5.59% | -0.09% | 22:12 | 10:27 | 15:14 | 19:17 | 27:19 | 1:12:44 | 12:05 | 08:57 |
 | Wind Lace | 122 | 45.35% | 87.3 | 53.28% | +13.82% | -1.67% | -9.95% | -0.68% | 12:48 | -01:29 | 04:58 | 10:39 | 17:06 | 56:23 | 12:08 | 08:59 |
 | Aghanim's Shard | 123 | 45.72% | 85.5 | 51.22% | +10.12% | -6.06% | -2.83% | 0.31% | 28:38 | 15:00 | 22:29 | 28:11 | 32:51 | 53:48 | 10:22 | 07:40 |
 | Black King Bar | 5 | 1.86% | 83.6 | 100.00% | +55.30% | 0.00% | 0.00% | 0.00% | 48:14 | 41:27 | 41:27 | 47:04 | 53:09 | 57:02 | 11:42 | 08:40 |
 | Magic Wand | 231 | 85.87% | 81.8 | 47.62% | +13.41% | +4.10% | +0.66% | -0.60% | 09:24 | 00:22 | 05:54 | 09:16 | 11:37 | 27:32 | 05:43 | 04:14 |
 | Arcane Boots | 235 | 87.36% | 80.0 | 47.23% | +11.94% | +3.62% | +1.92% | -0.49% | 11:31 | 04:36 | 09:20 | 11:02 | 12:50 | 40:02 | 03:30 | 02:35 |
 | Magic Stick | 263 | 97.77% | 78.2 | 46.39% | +29.72% | -5.48% | -0.94% | 0.95% | 03:12 | -01:30 | -01:29 | 02:12 | 06:17 | 18:31 | 07:46 | 05:45 |
 | Boots of Speed | 269 | 100.00% | 76.4 | 45.72% | +45.72% | +0.55% | -5.42% | -2.06% | 04:20 | -01:29 | 03:19 | 04:35 | 06:13 | 11:14 | 02:54 | 02:08 |
 | Force Staff | 144 | 53.53% | 74.5 | 47.22% | +3.22% | +11.11% | -5.55% | -1.77% | 23:57 | 14:51 | 18:25 | 21:47 | 27:51 | 55:54 | 09:26 | 06:59 |
 | Fluffy Hat | 180 | 66.91% | 72.7 | 45.56% | -0.51% | +5.55% | -3.34% | -1.15% | 17:38 | 07:47 | 12:19 | 15:16 | 20:01 | 55:54 | 07:42 | 05:42 |
 | Boots of Bearing | 9 | 3.35% | 70.9 | 77.78% | +33.16% | -27.78% | +22.22% | 0.00% | 27:41 | 19:19 | 20:55 | 28:30 | 30:19 | 39:23 | 09:24 | 06:57 |
 | Tranquil Boots | 58 | 21.56% | 69.1 | 50.00% | +5.45% | +3.33% | +21.43% | 1.85% | 23:38 | 07:23 | 17:44 | 22:13 | 27:31 | 50:36 | 09:47 | 07:14 |
 | Eul's Scepter of Divinity | 10 | 3.72% | 67.3 | 70.00% | +25.21% | -3.33% | +30.00% | 0.00% | 30:14 | 17:21 | 19:57 | 26:36 | 37:30 | 51:26 | 17:33 | 13:00 |
 | Quelling Blade | 27 | 10.04% | 65.5 | 51.85% | +6.81% | -8.99% | -8.99% | 0.00% | 12:02 | -01:29 | 09:03 | 11:15 | 14:23 | 44:31 | 05:20 | 03:57 |
 | Ring of Protection | 30 | 11.15% | 63.6 | 50.00% | +4.81% | 0.00% | -7.14% | -0.64% | 15:35 | -01:29 | 09:25 | 12:42 | 20:35 | 34:51 | 11:10 | 08:16 |
 | Guardian Greaves | 13 | 4.83% | 61.8 | 61.54% | +16.62% | +5.13% | +38.46% | 4.06% | 25:38 | 15:18 | 21:27 | 25:59 | 29:39 | 34:52 | 08:12 | 06:04 |
 | Chainmail | 24 | 8.92% | 60.0 | 50.00% | +4.69% | +16.67% | 0.00% | -1.94% | 18:30 | 09:08 | 14:04 | 16:15 | 22:40 | 31:43 | 08:36 | 06:22 |
 | Drum of Endurance | 14 | 5.20% | 58.2 | 57.14% | +12.04% | +42.86% | -23.81% | -11.73% | 19:42 | 14:03 | 15:54 | 17:07 | 21:35 | 38:02 | 05:41 | 04:12 |
 | Buckler | 14 | 5.20% | 56.4 | 57.14% | +12.04% | -7.14% | +9.53% | 1.97% | 23:40 | 13:51 | 18:35 | 21:23 | 27:03 | 34:51 | 08:28 | 06:16 |
 | Lotus Orb | 14 | 5.20% | 54.5 | 57.14% | +12.04% | +42.86% | +9.53% | -2.60% | 33:37 | 17:34 | 26:40 | 31:32 | 39:30 | 49:41 | 12:50 | 09:30 |
 | Headdress | 17 | 6.32% | 52.7 | 52.94% | +7.70% | -2.94% | -2.94% | 0.00% | 16:10 | 09:08 | 11:25 | 14:58 | 16:49 | 31:43 | 05:24 | 04:00 |
 | Mekansm | 17 | 6.32% | 50.9 | 52.94% | +7.70% | -2.94% | -2.94% | 0.00% | 18:37 | 09:44 | 15:21 | 16:40 | 20:30 | 31:43 | 05:09 | 03:48 |
 | Helm of Iron Will | 3 | 1.12% | 49.1 | 100.00% | +54.89% | 0.00% | 0.00% | 0.00% | 51:17 | 42:40 | 42:40 | 47:11 | 1:04:01 | 1:04:01 | 21:21 | 15:48 |
 | Ghost Scepter | 26 | 9.67% | 47.3 | 46.15% | +0.47% | +10.99% | +3.85% | -0.56% | 32:05 | 17:13 | 25:12 | 31:20 | 38:00 | 47:26 | 12:48 | 09:28 |
 | Ring of Health | 16 | 5.95% | 45.5 | 50.00% | +4.55% | +25.00% | -25.00% | -3.41% | 33:15 | 11:21 | 25:16 | 30:36 | 39:55 | 60:40 | 14:39 | 10:51 |
 | Urn of Shadows | 12 | 4.46% | 43.6 | 50.00% | +4.47% | -50.00% | -16.67% | 0.00% | 11:27 | 06:39 | 08:44 | 11:30 | 12:52 | 18:18 | 04:08 | 03:03 |
 | Blight Stone | 12 | 4.46% | 41.8 | 50.00% | +4.47% | -16.67% | -16.67% | 0.00% | 10:15 | -01:29 | -01:29 | -00:56 | 19:50 | 30:45 | 21:19 | 15:47 |
 | Scythe of Vyse | 4 | 1.49% | 40.0 | 75.00% | +29.72% | +25.00% | -75.00% | 0.00% | 51:25 | 37:06 | 37:06 | 44:13 | 51:33 | 1:12:46 | 14:27 | 10:42 |
 | Nullifier | 2 | 0.74% | 38.2 | 100.00% | +54.68% | 0.00% | 0.00% | 0.00% | 55:51 | 47:13 | 47:13 | 1:04:29 | 1:04:29 | 1:04:29 | 17:16 | 12:47 |
 | Crown | 8 | 2.97% | 36.4 | 50.00% | +4.41% | 0.00% | 0.00% | 0.00% | 21:57 | 10:56 | 16:32 | 21:53 | 23:55 | 30:45 | 07:23 | 05:28 |
 | Null Talisman | 5 | 1.86% | 34.5 | 60.00% | +14.55% | +40.00% | +40.00% | 0.00% | 08:11 | 02:33 | 02:33 | 07:10 | 09:42 | 18:43 | 07:09 | 05:17 |
 | Spirit Vessel | 7 | 2.60% | 32.7 | 42.86% | -2.94% | -42.86% | +7.14% | 0.00% | 18:53 | 15:28 | 16:17 | 17:41 | 20:16 | 24:48 | 03:59 | 02:57 |
 | Medallion of Courage | 7 | 2.60% | 30.9 | 42.86% | -2.94% | -42.86% | +7.14% | 0.00% | 22:05 | 15:50 | 16:21 | 23:06 | 23:54 | 30:45 | 07:33 | 05:35 |
 | Solar Crest | 7 | 2.60% | 29.1 | 42.86% | -2.94% | -42.86% | +7.14% | 0.00% | 24:25 | 17:38 | 20:59 | 23:55 | 24:26 | 30:46 | 03:27 | 02:33 |
 | Wraith Band | 4 | 1.49% | 27.3 | 50.00% | +4.34% | +50.00% | +50.00% | 0.00% | 26:54 | 22:32 | 22:32 | 27:25 | 28:42 | 28:56 | 06:10 | 04:34 |
 | Veil of Discord | 1 | 0.37% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.37% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.37% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 00:00 | 00:00 |
 | Diadem | 2 | 0.74% | 20.0 | 50.00% | +4.31% | +50.00% | 0.00% | 0.00% | 11:38 | 06:08 | 06:08 | 17:07 | 17:07 | 17:07 | 10:59 | 08:08 |
 | Phylactery | 2 | 0.74% | 18.2 | 50.00% | +4.31% | +50.00% | 0.00% | 0.00% | 15:14 | 09:04 | 09:04 | 21:23 | 21:23 | 21:23 | 12:19 | 09:07 |
 | Pavise | 4 | 1.49% | 16.4 | 25.00% | -21.04% | +75.00% | -25.00% | 0.00% | 14:16 | 11:26 | 11:26 | 12:34 | 15:41 | 17:24 | 04:15 | 03:08 |
 | Aghanim's Scepter | 4 | 1.49% | 14.5 | 25.00% | -21.04% | -25.00% | -25.00% | 0.00% | 35:20 | 27:03 | 27:03 | 32:48 | 40:45 | 40:45 | 13:42 | 10:08 |
 | Kaya | 1 | 0.37% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:52 | 47:52 | 47:52 | 47:52 | 47:52 | 47:52 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.37% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.37% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:07 | 55:07 | 55:07 | 55:07 | 55:07 | 55:07 | 00:00 | 00:00 |
 | Bracer | 3 | 1.12% | 7.3 | 0.00% | -46.24% | 0.00% | 0.00% | 0.00% | 31:01 | 24:18 | 24:18 | 32:53 | 35:53 | 35:53 | 11:35 | 08:34 |
 | Hand of Midas | 1 | 0.37% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 00:00 | 00:00 |
 | Bottle | 1 | 0.37% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:21 | 01:21 | 01:21 | 01:21 | 01:21 | 01:21 | 00:00 | 00:00 |
 | Sange | 1 | 0.37% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:42 | 22:42 | 22:42 | 22:42 | 22:42 | 22:42 | 00:00 | 00:00 |