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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 | |
 | Force Staff | 25 | 40.32% | 100.0 | 56.00% | +26.27% | -6.00% | +10.67% | 1.50% | 25:46 | 15:17 | 18:43 | 24:30 | 29:48 | 49:53 | 11:05 | 08:12 |
 | Fluffy Hat | 37 | 59.68% | 97.7 | 51.35% | +27.35% | +4.21% | -6.91% | -1.01% | 15:28 | 02:09 | 10:12 | 12:09 | 21:15 | 30:32 | 11:03 | 08:11 |
 | Wind Lace | 28 | 45.16% | 95.5 | 50.00% | +17.65% | +7.14% | -7.14% | -1.31% | 15:29 | -01:29 | 10:37 | 14:35 | 21:29 | 32:33 | 10:52 | 08:02 |
 | Glimmer Cape | 23 | 37.10% | 93.2 | 52.17% | +18.84% | -2.17% | +14.50% | 2.43% | 25:26 | 16:14 | 20:28 | 24:40 | 27:19 | 38:32 | 06:51 | 05:04 |
 | Ghost Scepter | 7 | 11.29% | 90.9 | 71.43% | +35.07% | -21.43% | +28.57% | 0.00% | 31:20 | 22:31 | 26:23 | 27:26 | 28:27 | 47:27 | 02:04 | 01:31 |
 | Ring of Protection | 19 | 30.65% | 88.6 | 52.63% | +17.75% | -12.63% | +7.37% | 6.22% | 10:12 | -01:29 | 08:56 | 10:28 | 12:09 | 28:39 | 03:13 | 02:22 |
 | Boots of Speed | 59 | 95.16% | 86.4 | 40.68% | +7.35% | +32.65% | -20.68% | -19.51% | 07:03 | -01:29 | 04:44 | 06:25 | 07:28 | 21:18 | 02:44 | 02:01 |
 | Pavise | 17 | 27.42% | 84.1 | 52.94% | +17.38% | +22.06% | -2.94% | -5.36% | 13:33 | 06:40 | 11:44 | 13:10 | 16:24 | 19:13 | 04:40 | 03:27 |
 | Magic Wand | 60 | 96.77% | 81.8 | 40.00% | -10.00% | +13.33% | +13.33% | 0.00% | 08:01 | 02:12 | 04:02 | 07:05 | 10:59 | 27:00 | 06:57 | 05:08 |
 | Magic Stick | 61 | 98.39% | 79.5 | 39.34% | -60.66% | +0.66% | +7.33% | 1.92% | 02:53 | -01:29 | -01:29 | 01:48 | 04:57 | 17:46 | 06:26 | 04:45 |
 | Arcane Boots | 33 | 53.23% | 77.3 | 42.42% | +4.49% | +7.58% | +20.08% | 2.57% | 14:14 | 08:02 | 10:25 | 13:15 | 15:17 | 31:48 | 04:52 | 03:36 |
 | Void Stone | 33 | 53.23% | 75.0 | 42.42% | +4.49% | +20.08% | -29.92% | -4.45% | 20:17 | 06:28 | 10:57 | 16:26 | 22:11 | 49:34 | 11:14 | 08:19 |
 | Blink Dagger | 16 | 25.81% | 72.7 | 50.00% | +13.04% | -25.00% | +25.00% | 4.84% | 32:28 | 14:03 | 27:16 | 31:57 | 37:36 | 53:44 | 10:20 | 07:39 |
 | Chainmail | 16 | 25.81% | 70.5 | 50.00% | +13.04% | 0.00% | -25.00% | -2.86% | 17:37 | 08:17 | 12:06 | 16:13 | 20:51 | 28:48 | 08:45 | 06:28 |
 | Solar Crest | 14 | 22.58% | 68.2 | 50.00% | +12.50% | 0.00% | -16.67% | -1.71% | 24:00 | 16:44 | 18:30 | 22:12 | 28:15 | 34:27 | 09:45 | 07:13 |
 | Blight Stone | 15 | 24.19% | 65.9 | 46.67% | +8.37% | +3.33% | -21.67% | -2.85% | 16:50 | -01:29 | 12:06 | 16:13 | 20:52 | 31:26 | 08:46 | 06:29 |
 | Medallion of Courage | 15 | 24.19% | 63.6 | 46.67% | +8.37% | +3.33% | -21.67% | -3.07% | 19:01 | 09:09 | 13:41 | 19:08 | 21:50 | 32:26 | 08:09 | 06:02 |
 | Eul's Scepter of Divinity | 2 | 3.23% | 61.4 | 100.00% | +61.67% | 0.00% | 0.00% | 0.00% | 22:51 | 21:23 | 21:23 | 24:19 | 24:19 | 24:19 | 02:56 | 02:10 |
 | Tranquil Boots | 7 | 11.29% | 59.1 | 57.14% | +18.96% | +42.86% | -7.14% | 0.00% | 22:29 | 08:13 | 16:03 | 23:42 | 25:27 | 35:43 | 09:24 | 06:57 |
 | Crown | 21 | 33.87% | 56.8 | 38.10% | -3.36% | +1.90% | +1.90% | 0.00% | 18:19 | 06:41 | 12:19 | 19:59 | 23:09 | 28:57 | 10:50 | 08:01 |
 | Aether Lens | 9 | 14.52% | 54.5 | 44.44% | +4.82% | +55.56% | -44.44% | -4.52% | 30:03 | 16:11 | 20:20 | 23:32 | 42:28 | 46:39 | 22:08 | 16:23 |
 | Aghanim's Scepter | 6 | 9.68% | 52.3 | 50.00% | +10.71% | +50.00% | -50.00% | 0.00% | 41:02 | 27:07 | 34:06 | 36:23 | 47:16 | 58:47 | 13:10 | 09:45 |
 | Null Talisman | 18 | 29.03% | 50.0 | 27.78% | -17.67% | -7.78% | -27.78% | -4.01% | 08:29 | 01:24 | 04:29 | 06:08 | 09:28 | 30:32 | 04:59 | 03:41 |
 | Diadem | 8 | 12.90% | 47.7 | 37.50% | -3.24% | -37.50% | +12.50% | 23.08% | 12:56 | 06:07 | 11:54 | 12:31 | 14:04 | 17:35 | 02:10 | 01:36 |
 | Phylactery | 8 | 12.90% | 45.5 | 37.50% | -3.24% | +12.50% | -37.50% | -10.38% | 17:16 | 12:07 | 15:07 | 16:32 | 19:56 | 20:44 | 04:49 | 03:34 |
 | Boots of Travel | 1 | 1.61% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:21 | 51:21 | 51:21 | 51:21 | 51:21 | 51:21 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.61% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Headdress | 1 | 1.61% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:54 | 17:54 | 17:54 | 17:54 | 17:54 | 17:54 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.61% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.61% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 00:00 | 00:00 |
 | Buckler | 1 | 1.61% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.61% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.61% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 00:00 | 00:00 |
 | Scythe of Vyse | 6 | 9.68% | 25.0 | 33.33% | -7.74% | +16.67% | -33.33% | 0.00% | 47:00 | 34:12 | 40:38 | 45:57 | 51:48 | 59:25 | 11:10 | 08:16 |
 | Aeon Disk | 2 | 3.23% | 22.7 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 49:33 | 39:27 | 39:27 | 59:39 | 59:39 | 59:39 | 20:12 | 14:57 |
 | Aghanim's Shard | 2 | 3.23% | 20.5 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 30:52 | 26:07 | 26:07 | 35:36 | 35:36 | 35:36 | 09:29 | 07:01 |
 | Ring of Health | 3 | 4.84% | 18.2 | 33.33% | -7.35% | -33.33% | 0.00% | 0.00% | 41:24 | 32:44 | 32:44 | 41:54 | 49:34 | 49:34 | 16:50 | 12:28 |
 | Lotus Orb | 3 | 4.84% | 15.9 | 33.33% | -7.35% | -33.33% | 0.00% | 0.00% | 44:26 | 39:26 | 39:26 | 44:02 | 49:50 | 49:50 | 10:24 | 07:42 |
 | Veil of Discord | 4 | 6.45% | 13.6 | 25.00% | -16.38% | -25.00% | -25.00% | 0.00% | 15:50 | 10:33 | 10:33 | 12:51 | 17:53 | 22:01 | 07:20 | 05:25 |
 | Ring of Basilius | 4 | 6.45% | 11.4 | 25.00% | -16.38% | -25.00% | -25.00% | 0.00% | 12:24 | 03:51 | 03:51 | 11:03 | 12:42 | 22:00 | 08:51 | 06:33 |
 | Kaya | 2 | 3.23% | 9.1 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 44:09 | 34:03 | 34:03 | 54:14 | 54:14 | 54:14 | 20:11 | 14:57 |
 | Quelling Blade | 1 | 1.61% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 00:00 | 00:00 |
 | Rod of Atos | 2 | 3.23% | 4.5 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 24:52 | 23:09 | 23:09 | 26:35 | 26:35 | 26:35 | 03:26 | 02:32 |
 | Bracer | 1 | 1.61% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:33 | 10:33 | 10:33 | 10:33 | 10:33 | 10:33 | 00:00 | 00:00 |