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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 | |
 | Tranquil Boots | 50 | 22.83% | 100.0 | 76.00% | +31.62% | +8.62% | -17.67% | -2.20% | 22:33 | 06:38 | 16:25 | 20:02 | 28:23 | 47:08 | 11:58 | 08:51 |
 | Boots of Travel | 11 | 5.02% | 98.0 | 90.91% | +41.39% | +9.09% | -24.24% | 0.00% | 46:08 | 29:46 | 39:36 | 44:18 | 53:01 | 1:01:46 | 13:25 | 09:56 |
 | Wind Lace | 104 | 47.49% | 96.0 | 62.50% | +20.76% | -8.65% | -0.96% | 0.75% | 14:22 | -01:29 | 08:28 | 12:17 | 18:44 | 47:08 | 10:16 | 07:36 |
 | Force Staff | 133 | 60.73% | 94.0 | 59.40% | +19.87% | +10.30% | +1.21% | -1.06% | 24:24 | 13:34 | 19:05 | 22:34 | 27:38 | 57:48 | 08:33 | 06:20 |
 | Aeon Disk | 28 | 12.79% | 92.0 | 71.43% | +22.74% | 0.00% | -42.86% | -6.41% | 42:07 | 27:47 | 37:45 | 40:17 | 44:26 | 1:04:05 | 06:41 | 04:57 |
 | Blink Dagger | 134 | 61.19% | 90.0 | 58.96% | +18.96% | +5.75% | -4.41% | -0.92% | 28:39 | 14:57 | 22:27 | 27:36 | 33:27 | 49:54 | 11:00 | 08:08 |
 | Void Stone | 141 | 64.38% | 88.0 | 58.16% | +18.42% | +4.70% | +7.55% | 0.22% | 22:23 | 05:55 | 15:20 | 19:51 | 28:06 | 60:59 | 12:46 | 09:27 |
 | Guardian Greaves | 12 | 5.48% | 86.0 | 83.33% | +33.57% | +16.67% | -16.66% | 0.00% | 27:07 | 14:51 | 21:01 | 24:41 | 28:32 | 52:34 | 07:31 | 05:34 |
 | Aether Lens | 133 | 60.73% | 84.0 | 57.89% | +16.03% | +11.81% | +5.75% | -0.54% | 23:10 | 11:05 | 16:17 | 20:38 | 27:32 | 50:27 | 11:15 | 08:20 |
 | Fluffy Hat | 157 | 71.69% | 82.0 | 56.05% | +15.73% | +8.05% | +0.36% | -0.95% | 18:06 | 07:07 | 12:19 | 15:19 | 20:27 | 57:48 | 08:08 | 06:01 |
 | Aghanim's Shard | 124 | 56.62% | 80.0 | 55.65% | +9.33% | -4.04% | -13.71% | -0.96% | 28:24 | 15:02 | 23:07 | 26:55 | 33:11 | 51:15 | 10:04 | 07:27 |
 | Magic Stick | 210 | 95.89% | 78.0 | 52.38% | +19.05% | +2.34% | +3.39% | 0.19% | 03:22 | -01:30 | -01:29 | 02:01 | 06:59 | 29:00 | 08:28 | 06:16 |
 | Arcane Boots | 206 | 94.06% | 76.0 | 52.43% | +13.97% | +9.11% | -7.33% | -4.35% | 11:53 | 04:10 | 09:05 | 11:04 | 12:52 | 48:26 | 03:47 | 02:48 |
 | Magic Wand | 190 | 86.76% | 74.0 | 52.63% | +7.80% | +5.70% | -1.57% | -1.42% | 10:17 | -01:29 | 07:24 | 09:56 | 12:31 | 44:35 | 05:07 | 03:47 |
 | Boots of Speed | 219 | 100.00% | 72.0 | 51.60% | +51.60% | +4.76% | -2.51% | -2.51% | 04:16 | -01:29 | 03:13 | 04:31 | 06:07 | 12:37 | 02:54 | 02:08 |
 | Ghost Scepter | 15 | 6.85% | 70.0 | 73.33% | +23.33% | -23.33% | +26.67% | 7.06% | 35:03 | 25:37 | 30:01 | 33:51 | 37:06 | 53:20 | 07:05 | 05:14 |
 | Glimmer Cape | 31 | 14.16% | 68.0 | 58.06% | +7.53% | +4.44% | -8.06% | -1.01% | 29:30 | 15:55 | 21:18 | 29:09 | 33:44 | 54:35 | 12:26 | 09:12 |
 | Buckler | 15 | 6.85% | 66.0 | 66.67% | +16.18% | +33.33% | -16.67% | -4.65% | 26:35 | 14:21 | 17:43 | 24:52 | 28:28 | 50:01 | 10:45 | 07:57 |
 | Quelling Blade | 30 | 13.70% | 64.0 | 56.67% | +5.88% | +5.83% | +14.76% | 1.08% | 04:06 | -01:29 | -01:29 | -01:28 | 09:44 | 31:29 | 11:13 | 08:18 |
 | Ring of Protection | 16 | 7.31% | 62.0 | 62.50% | +11.76% | -12.50% | -12.50% | 0.00% | 23:40 | 02:01 | 16:04 | 20:25 | 28:04 | 50:01 | 12:00 | 08:53 |
 | Eul's Scepter of Divinity | 12 | 5.48% | 60.0 | 66.67% | +15.95% | 0.00% | -33.34% | 0.00% | 30:49 | 11:01 | 21:43 | 29:46 | 35:50 | 60:59 | 14:07 | 10:27 |
 | Null Talisman | 12 | 5.48% | 58.0 | 66.67% | +15.95% | 0.00% | -33.34% | 0.00% | 06:53 | -01:29 | 02:02 | 03:50 | 05:45 | 29:34 | 03:43 | 02:45 |
 | Mekansm | 21 | 9.59% | 56.0 | 57.14% | +6.13% | +2.86% | +2.86% | 0.00% | 19:36 | 09:53 | 14:36 | 19:29 | 20:34 | 46:46 | 05:58 | 04:25 |
 | Chainmail | 21 | 9.59% | 54.0 | 57.14% | +6.13% | +2.86% | +2.86% | 0.00% | 16:22 | 07:01 | 12:49 | 16:00 | 18:24 | 25:05 | 05:35 | 04:08 |
 | Lotus Orb | 10 | 4.57% | 52.0 | 70.00% | +19.28% | -3.33% | +30.00% | 0.00% | 35:27 | 23:56 | 29:25 | 32:18 | 44:25 | 48:15 | 15:00 | 11:06 |
 | Headdress | 27 | 12.33% | 50.0 | 51.85% | +0.29% | +5.29% | +5.29% | 0.00% | 15:04 | -01:29 | 10:04 | 14:34 | 18:24 | 45:42 | 08:20 | 06:10 |
 | Octarine Core | 13 | 5.94% | 48.0 | 61.54% | +10.57% | -28.21% | +5.13% | 1.72% | 40:21 | 19:05 | 29:30 | 37:47 | 48:55 | 1:01:03 | 19:25 | 14:22 |
 | Black King Bar | 7 | 3.20% | 46.0 | 71.43% | +20.49% | -21.43% | +28.57% | 0.00% | 39:51 | 30:04 | 32:41 | 38:35 | 42:33 | 49:16 | 09:52 | 07:18 |
 | Blight Stone | 3 | 1.37% | 44.0 | 100.00% | +49.07% | 0.00% | 0.00% | 0.00% | -01:18 | -01:29 | -01:29 | -01:29 | -00:55 | -00:55 | 00:34 | 00:25 |
 | Ring of Health | 15 | 6.85% | 42.0 | 46.67% | -5.29% | -21.67% | +3.33% | 1.12% | 33:13 | 16:42 | 20:56 | 29:34 | 43:20 | 1:08:10 | 22:24 | 16:35 |
 | Aghanim's Scepter | 10 | 4.57% | 40.0 | 50.00% | -1.67% | -16.67% | -50.00% | 0.00% | 31:14 | 15:38 | 24:05 | 32:09 | 35:47 | 49:55 | 11:42 | 08:40 |
 | Scythe of Vyse | 2 | 0.91% | 38.0 | 100.00% | +48.85% | 0.00% | 0.00% | 0.00% | 56:15 | 47:20 | 47:20 | 1:05:09 | 1:05:09 | 1:05:09 | 17:49 | 13:11 |
 | Boots of Bearing | 1 | 0.46% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:30 | 1:03:30 | 1:03:30 | 1:03:30 | 1:03:30 | 1:03:30 | 00:00 | 00:00 |
 | Bracer | 1 | 0.46% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:09 | 17:09 | 17:09 | 17:09 | 17:09 | 17:09 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.46% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.46% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 0.91% | 28.0 | 50.00% | -1.61% | +50.00% | 0.00% | 0.00% | 28:25 | 26:38 | 26:38 | 30:12 | 30:12 | 30:12 | 03:34 | 02:38 |
 | Pipe of Insight | 3 | 1.37% | 26.0 | 33.33% | -18.52% | -33.33% | 0.00% | 0.00% | 30:07 | 21:45 | 21:45 | 22:33 | 46:04 | 46:04 | 24:19 | 18:00 |
 | Hood of Defiance | 3 | 1.37% | 24.0 | 33.33% | -18.52% | +66.67% | 0.00% | 0.00% | 27:17 | 16:42 | 16:42 | 19:04 | 46:04 | 46:04 | 29:22 | 21:45 |
 | Bottle | 5 | 2.28% | 22.0 | 20.00% | -32.34% | -20.00% | -20.00% | 0.00% | 02:44 | 01:20 | 01:20 | 01:34 | 01:46 | 07:32 | 00:26 | 00:19 |
 | Crown | 5 | 2.28% | 20.0 | 0.00% | -52.80% | 0.00% | 0.00% | 0.00% | 24:23 | 07:27 | 07:27 | 23:51 | 29:30 | 52:40 | 22:03 | 16:20 |
 | Wraith Band | 2 | 0.91% | 18.0 | 0.00% | -52.07% | 0.00% | 0.00% | 0.00% | 27:10 | 25:33 | 25:33 | 28:46 | 28:46 | 28:46 | 03:13 | 02:22 |
 | Ring of Basilius | 1 | 0.46% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.46% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.46% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:45 | 12:45 | 12:45 | 12:45 | 12:45 | 12:45 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.46% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 0.91% | 8.0 | 0.00% | -52.07% | 0.00% | 0.00% | 0.00% | 51:34 | 34:41 | 34:41 | 1:08:26 | 1:08:26 | 1:08:26 | 33:45 | 25:00 |
 | Dagon (level 3) | 1 | 0.46% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.46% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |
 | Dagon | 3 | 1.37% | 2.0 | 0.00% | -52.31% | 0.00% | 0.00% | 0.00% | 34:56 | 24:06 | 24:06 | 28:01 | 52:40 | 52:40 | 28:34 | 21:09 |