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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 | |
 | Ring of Basilius | 8 | 16.67% | 100.0 | 87.50% | +45.00% | +12.50% | +12.50% | 0.00% | 18:28 | 05:06 | 05:46 | 15:31 | 25:49 | 38:18 | 20:03 | 14:51 |
 | Drum of Endurance | 9 | 18.75% | 98.1 | 77.78% | +34.19% | +22.22% | +22.22% | 0.00% | 26:41 | 20:09 | 22:00 | 26:29 | 28:18 | 36:17 | 06:18 | 04:40 |
 | Void Stone | 21 | 43.75% | 96.3 | 61.90% | +21.16% | -21.90% | +18.10% | 3.35% | 27:08 | 13:13 | 21:40 | 27:27 | 33:37 | 41:15 | 11:57 | 08:51 |
 | Ring of Health | 6 | 12.50% | 94.4 | 83.33% | +38.09% | -33.33% | +16.67% | 4.21% | 26:25 | 18:53 | 20:58 | 21:22 | 32:51 | 34:20 | 11:53 | 08:48 |
 | Magic Stick | 47 | 97.92% | 92.6 | 51.06% | +51.06% | -9.39% | -9.39% | 0.00% | 04:21 | -01:29 | 00:49 | 03:20 | 07:40 | 15:08 | 06:51 | 05:04 |
 | Magic Wand | 45 | 93.75% | 90.7 | 51.11% | +17.78% | -14.75% | +3.44% | 2.45% | 08:48 | 01:30 | 04:52 | 08:02 | 12:18 | 19:28 | 07:26 | 05:30 |
 | Boots of Speed | 48 | 100.00% | 88.9 | 50.00% | +50.00% | +25.00% | 0.00% | -6.55% | 05:44 | -01:29 | 04:00 | 05:46 | 07:49 | 12:15 | 03:49 | 02:49 |
 | Arcane Boots | 35 | 72.92% | 87.0 | 51.43% | +5.28% | -6.99% | +4.13% | 1.69% | 13:28 | 05:41 | 09:23 | 13:32 | 15:57 | 23:48 | 06:34 | 04:51 |
 | Force Staff | 17 | 35.42% | 85.2 | 58.82% | +13.66% | -8.82% | -33.82% | -3.29% | 26:51 | 17:04 | 21:48 | 24:45 | 29:24 | 46:51 | 07:36 | 05:37 |
 | Mekansm | 15 | 31.25% | 83.3 | 60.00% | +14.55% | +15.00% | -10.00% | -9.09% | 19:51 | 13:29 | 17:02 | 18:11 | 19:47 | 29:08 | 02:45 | 02:02 |
 | Chainmail | 22 | 45.83% | 81.5 | 54.55% | +8.40% | -4.55% | +5.45% | 1.28% | 17:08 | 06:53 | 12:44 | 16:36 | 20:33 | 26:42 | 07:49 | 05:47 |
 | Lotus Orb | 3 | 6.25% | 79.6 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 33:36 | 26:19 | 26:19 | 34:45 | 39:45 | 39:45 | 13:26 | 09:57 |
 | Quelling Blade | 3 | 6.25% | 77.8 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 15:40 | 09:43 | 09:43 | 12:22 | 24:56 | 24:56 | 15:13 | 11:16 |
 | Aeon Disk | 3 | 6.25% | 75.9 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 43:10 | 34:57 | 34:57 | 43:06 | 51:28 | 51:28 | 16:31 | 12:14 |
 | Wind Lace | 27 | 56.25% | 74.1 | 51.85% | +4.23% | +5.29% | +5.29% | 0.00% | 12:41 | -01:29 | 06:50 | 10:09 | 14:53 | 34:22 | 08:03 | 05:57 |
 | Guardian Greaves | 11 | 22.92% | 72.2 | 63.64% | +17.69% | +3.03% | -30.31% | -10.00% | 26:42 | 19:37 | 22:26 | 24:25 | 25:46 | 42:03 | 03:20 | 02:28 |
 | Aghanim's Shard | 23 | 47.92% | 70.4 | 52.17% | +4.17% | -18.84% | -2.17% | 7.25% | 18:05 | 15:00 | 15:04 | 15:32 | 17:22 | 35:23 | 02:18 | 01:42 |
 | Aghanim's Scepter | 7 | 14.58% | 68.5 | 71.43% | +25.09% | +28.57% | +28.57% | 0.00% | 37:00 | 29:10 | 33:16 | 36:53 | 37:14 | 50:16 | 03:58 | 02:56 |
 | Boots of Bearing | 7 | 14.58% | 66.7 | 71.43% | +25.09% | -71.43% | +28.57% | 13.76% | 30:27 | 25:04 | 25:16 | 31:40 | 32:32 | 38:45 | 07:16 | 05:22 |
 | Tranquil Boots | 14 | 29.17% | 64.8 | 57.14% | +10.08% | +17.86% | -23.81% | -7.08% | 14:03 | 06:18 | 10:05 | 11:37 | 15:58 | 31:22 | 05:53 | 04:21 |
 | Buckler | 14 | 29.17% | 63.0 | 57.14% | +10.08% | -7.14% | +9.53% | 2.55% | 23:41 | 17:41 | 19:16 | 21:40 | 25:48 | 38:18 | 06:32 | 04:50 |
 | Fluffy Hat | 24 | 50.00% | 61.1 | 50.00% | 0.00% | +16.67% | -33.33% | -5.14% | 18:22 | 03:52 | 11:44 | 18:25 | 21:28 | 32:30 | 09:44 | 07:12 |
 | Crown | 12 | 25.00% | 59.3 | 58.33% | +11.11% | +8.34% | -25.00% | -2.21% | 18:28 | 06:44 | 10:05 | 14:54 | 25:09 | 33:00 | 15:04 | 11:09 |
 | Headdress | 17 | 35.42% | 57.4 | 52.94% | +4.55% | -27.94% | +22.06% | 8.80% | 16:45 | 05:57 | 13:29 | 17:10 | 19:10 | 26:42 | 05:41 | 04:12 |
 | Ring of Protection | 19 | 39.58% | 55.6 | 47.37% | -4.35% | -27.37% | +12.63% | 2.66% | 16:31 | -01:29 | 05:53 | 19:05 | 20:54 | 38:18 | 15:01 | 11:07 |
 | Aether Lens | 11 | 22.92% | 53.7 | 54.55% | +5.90% | +12.12% | +12.12% | 0.00% | 30:35 | 21:22 | 22:07 | 29:13 | 33:43 | 44:15 | 11:36 | 08:35 |
 | Scythe of Vyse | 2 | 4.17% | 51.9 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 44:07 | 34:10 | 34:10 | 54:04 | 54:04 | 54:04 | 19:54 | 14:44 |
 | Veil of Discord | 2 | 4.17% | 50.0 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 09:55 | 09:24 | 09:24 | 10:25 | 10:25 | 10:25 | 01:01 | 00:45 |
 | Medallion of Courage | 10 | 20.83% | 48.1 | 50.00% | 0.00% | -16.67% | +50.00% | 6.75% | 18:13 | 07:24 | 12:28 | 16:50 | 22:21 | 27:11 | 09:53 | 07:19 |
 | Solar Crest | 10 | 20.83% | 46.3 | 50.00% | 0.00% | -16.67% | 0.00% | 1.51% | 22:27 | 10:06 | 15:34 | 18:53 | 26:36 | 39:01 | 11:02 | 08:10 |
 | Blight Stone | 11 | 22.92% | 44.4 | 45.45% | -5.90% | -12.12% | +54.55% | 7.34% | 17:44 | 04:44 | 12:28 | 17:02 | 21:33 | 27:11 | 09:05 | 06:43 |
 | Heaven's Halberd | 3 | 6.25% | 42.6 | 66.67% | +17.78% | +33.33% | 0.00% | 0.00% | 32:32 | 29:14 | 29:14 | 29:17 | 39:06 | 39:06 | 09:52 | 07:18 |
 | Black King Bar | 3 | 6.25% | 40.7 | 66.67% | +17.78% | -66.67% | 0.00% | 0.00% | 45:32 | 28:49 | 28:49 | 35:48 | 1:12:00 | 1:12:00 | 43:11 | 31:59 |
 | Ghost Scepter | 3 | 6.25% | 38.9 | 66.67% | +17.78% | -66.67% | 0.00% | 0.00% | 37:13 | 32:09 | 32:09 | 39:13 | 40:17 | 40:17 | 08:08 | 06:01 |
 | Sange | 3 | 6.25% | 37.0 | 66.67% | +17.78% | +33.33% | 0.00% | 0.00% | 29:46 | 26:31 | 26:31 | 27:01 | 35:45 | 35:45 | 09:14 | 06:50 |
 | Wraith Band | 3 | 6.25% | 35.2 | 66.67% | +17.78% | +33.33% | 0.00% | 0.00% | 35:10 | 27:37 | 27:37 | 28:51 | 49:01 | 49:01 | 21:24 | 15:51 |
 | Glimmer Cape | 11 | 22.92% | 33.3 | 36.36% | -17.69% | -3.03% | +30.31% | 9.26% | 26:15 | 17:26 | 21:40 | 24:26 | 25:16 | 50:42 | 03:36 | 02:40 |
 | Spirit Vessel | 4 | 8.33% | 31.5 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 15:49 | 14:22 | 14:22 | 15:26 | 16:28 | 16:58 | 02:06 | 01:33 |
 | Wraith Pact | 1 | 2.08% | 29.6 | 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 |
 | Hood of Defiance | 1 | 2.08% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 2.08% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.08% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 00:00 | 00:00 |
 | Bottle | 1 | 2.08% | 22.2 | 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 |
 | Urn of Shadows | 5 | 10.42% | 20.4 | 40.00% | -11.16% | -40.00% | -40.00% | 0.00% | 08:15 | 05:50 | 05:50 | 07:22 | 09:20 | 12:08 | 03:30 | 02:35 |
 | Boots of Travel 2 | 2 | 4.17% | 18.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 1:02:13 | 51:06 | 51:06 | 1:13:20 | 1:13:20 | 1:13:20 | 22:14 | 16:28 |
 | Ethereal Blade | 2 | 4.17% | 16.7 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 39:24 | 36:29 | 36:29 | 42:19 | 42:19 | 42:19 | 05:50 | 04:19 |
 | Kaya | 2 | 4.17% | 14.8 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 32:57 | 26:08 | 26:08 | 39:45 | 39:45 | 39:45 | 13:37 | 10:05 |
 | Vladmir's Offering | 2 | 4.17% | 13.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 33:31 | 25:49 | 25:49 | 41:13 | 41:13 | 41:13 | 15:24 | 11:24 |
 | Morbid Mask | 2 | 4.17% | 11.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 32:04 | 25:49 | 25:49 | 38:19 | 38:19 | 38:19 | 12:30 | 09:15 |
 | Null Talisman | 3 | 6.25% | 9.3 | 33.33% | -17.78% | -33.33% | 0.00% | 0.00% | 12:54 | 04:02 | 04:02 | 09:49 | 24:50 | 24:50 | 20:48 | 15:24 |
 | Bracer | 4 | 8.33% | 7.4 | 25.00% | -27.27% | -25.00% | -25.00% | 0.00% | 25:36 | 16:44 | 16:44 | 26:54 | 29:12 | 29:32 | 12:28 | 09:14 |
 | Octarine Core | 2 | 4.17% | 5.6 | 0.00% | -52.17% | 0.00% | 0.00% | 0.00% | 40:31 | 38:27 | 38:27 | 42:34 | 42:34 | 42:34 | 04:07 | 03:02 |
 | Pipe of Insight | 1 | 2.08% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:07 | 22:07 | 22:07 | 22:07 | 22:07 | 22:07 | 00:00 | 00:00 |
 | Pavise | 2 | 4.17% | 1.9 | 0.00% | -52.17% | 0.00% | 0.00% | 0.00% | 14:12 | 13:34 | 13:34 | 14:49 | 14:49 | 14:49 | 01:15 | 00:55 |