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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 | |
 | Blink Dagger | 199 | 67.00% | 100.0 | 58.79% | +27.16% | +5.21% | -10.79% | -1.53% | 28:09 | 14:58 | 22:11 | 26:07 | 32:38 | 56:57 | 10:27 | 07:44 |
 | Aeon Disk | 34 | 11.45% | 98.2 | 70.59% | +23.44% | +7.19% | -8.09% | -1.00% | 45:10 | 28:16 | 38:05 | 42:52 | 53:20 | 1:05:11 | 15:15 | 11:17 |
 | Aether Lens | 211 | 71.04% | 96.5 | 55.92% | +21.04% | +4.46% | +0.68% | -0.44% | 21:45 | 12:22 | 16:39 | 19:13 | 25:18 | 56:11 | 08:39 | 06:24 |
 | Magic Wand | 235 | 79.12% | 94.7 | 54.89% | +24.24% | +11.21% | -7.43% | -3.25% | 09:48 | 00:52 | 06:39 | 09:14 | 12:23 | 53:58 | 05:44 | 04:14 |
 | Void Stone | 226 | 76.09% | 93.0 | 54.87% | +21.07% | +8.29% | -3.08% | -1.23% | 20:39 | 10:15 | 14:31 | 17:37 | 23:46 | 1:15:06 | 09:15 | 06:51 |
 | Magic Stick | 263 | 88.55% | 91.2 | 52.09% | +19.74% | +0.94% | -3.61% | -0.87% | 02:52 | -01:30 | -01:29 | 01:04 | 06:42 | 18:59 | 08:11 | 06:03 |
 | Arcane Boots | 269 | 90.57% | 89.5 | 50.56% | +7.70% | -2.80% | -8.77% | -1.99% | 11:56 | 04:53 | 09:53 | 11:28 | 12:53 | 53:58 | 03:00 | 02:13 |
 | Boots of Speed | 296 | 99.66% | 87.7 | 50.00% | +50.00% | -1.35% | +4.05% | 1.76% | 05:33 | -01:29 | 04:15 | 05:43 | 07:19 | 12:49 | 03:04 | 02:16 |
 | Wind Lace | 153 | 51.52% | 86.0 | 51.63% | +3.71% | -1.63% | +1.00% | 0.21% | 11:26 | -01:29 | 04:31 | 10:18 | 16:55 | 53:58 | 12:24 | 09:11 |
 | Aghanim's Shard | 111 | 37.37% | 84.2 | 53.15% | +5.30% | +11.14% | +0.42% | -0.98% | 25:26 | 15:01 | 18:26 | 24:13 | 29:19 | 1:12:20 | 10:53 | 08:03 |
 | Force Staff | 60 | 20.20% | 82.5 | 56.67% | +8.57% | -10.00% | -3.34% | 0.60% | 28:12 | 14:17 | 22:07 | 25:19 | 33:18 | 56:36 | 11:11 | 08:17 |
 | Octarine Core | 8 | 2.69% | 80.7 | 87.50% | +38.71% | +12.50% | +12.50% | 0.00% | 56:01 | 34:03 | 40:34 | 54:22 | 59:20 | 1:24:09 | 18:46 | 13:54 |
 | Boots of Travel | 15 | 5.05% | 78.9 | 73.33% | +24.75% | +1.67% | +1.67% | 0.00% | 46:31 | 28:15 | 36:51 | 43:12 | 50:17 | 1:18:36 | 13:26 | 09:57 |
 | Tranquil Boots | 89 | 29.97% | 77.2 | 51.69% | +2.65% | -1.69% | -19.87% | -1.67% | 22:24 | 04:46 | 16:56 | 21:32 | 27:51 | 44:20 | 10:55 | 08:05 |
 | Fluffy Hat | 86 | 28.96% | 75.4 | 51.16% | +1.87% | -10.25% | +1.22% | 0.92% | 20:43 | 03:06 | 13:18 | 17:00 | 25:46 | 56:36 | 12:28 | 09:14 |
 | Aghanim's Scepter | 70 | 23.57% | 73.7 | 50.00% | +0.22% | +5.56% | -14.71% | -1.89% | 35:41 | 21:48 | 30:02 | 34:31 | 40:46 | 53:58 | 10:44 | 07:57 |
 | Glimmer Cape | 77 | 25.93% | 71.9 | 46.75% | -4.16% | -15.17% | -4.64% | 0.84% | 28:01 | 14:04 | 20:18 | 27:32 | 32:47 | 48:58 | 12:29 | 09:14 |
 | Eul's Scepter of Divinity | 4 | 1.35% | 70.2 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 23:43 | 18:56 | 18:56 | 20:30 | 27:31 | 27:53 | 08:35 | 06:21 |
 | Boots of Travel 2 | 4 | 1.35% | 68.4 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 1:02:37 | 45:32 | 45:32 | 1:01:11 | 1:02:41 | 1:21:03 | 17:09 | 12:42 |
 | Lotus Orb | 13 | 4.38% | 66.7 | 61.54% | +12.24% | +38.46% | -28.21% | -3.07% | 34:31 | 18:43 | 23:30 | 32:56 | 45:12 | 57:23 | 21:42 | 16:04 |
 | Ring of Health | 16 | 5.39% | 64.9 | 56.25% | +6.78% | +43.75% | -6.25% | -2.47% | 35:13 | 15:51 | 24:23 | 31:47 | 44:37 | 1:15:06 | 20:14 | 14:59 |
 | Scythe of Vyse | 3 | 1.01% | 63.2 | 100.00% | +50.68% | 0.00% | 0.00% | 0.00% | 1:08:09 | 37:33 | 37:33 | 47:35 | 1:59:19 | 1:59:19 | 1:21:46 | 60:34 |
 | Ghost Scepter | 28 | 9.43% | 61.4 | 39.29% | -11.64% | +17.85% | -25.00% | -3.15% | 32:23 | 16:46 | 25:03 | 32:35 | 38:39 | 53:33 | 13:36 | 10:04 |
 | Blight Stone | 12 | 4.04% | 59.6 | 50.00% | +0.18% | +16.67% | -50.00% | -3.59% | 14:21 | -01:29 | -01:29 | 17:11 | 20:02 | 44:49 | 21:31 | 15:56 |
 | Quelling Blade | 19 | 6.40% | 57.9 | 42.11% | -8.25% | -22.11% | -22.11% | 0.00% | 02:23 | -01:29 | -01:29 | -01:28 | 05:13 | 17:35 | 06:42 | 04:57 |
 | Boots of Bearing | 4 | 1.35% | 56.1 | 75.00% | +25.51% | -75.00% | +25.00% | 0.00% | 27:23 | 18:28 | 18:28 | 21:03 | 32:14 | 37:47 | 13:46 | 10:11 |
 | Aghanim's Blessing | 4 | 1.35% | 54.4 | 75.00% | +25.51% | +25.00% | -75.00% | 0.00% | 1:02:45 | 47:50 | 47:50 | 55:06 | 1:10:28 | 1:17:35 | 22:38 | 16:45 |
 | Buckler | 4 | 1.35% | 52.6 | 75.00% | +25.51% | -75.00% | +25.00% | 0.00% | 21:20 | 16:46 | 16:46 | 18:23 | 23:19 | 26:51 | 06:33 | 04:51 |
 | Ring of Protection | 10 | 3.37% | 50.9 | 50.00% | +0.17% | -16.67% | +50.00% | 6.94% | 14:47 | -01:28 | 09:52 | 13:05 | 19:28 | 26:51 | 09:36 | 07:06 |
 | Drum of Endurance | 7 | 2.36% | 49.1 | 57.14% | +7.48% | -7.14% | +42.86% | 9.62% | 20:44 | 11:01 | 17:15 | 21:51 | 22:27 | 27:46 | 05:12 | 03:51 |
 | Chainmail | 12 | 4.04% | 47.4 | 41.67% | -8.51% | +25.00% | -8.34% | -3.66% | 19:51 | 11:25 | 12:29 | 17:10 | 21:36 | 44:49 | 09:07 | 06:45 |
 | Cornucopia | 5 | 1.68% | 45.6 | 60.00% | +10.34% | -60.00% | +40.00% | 0.00% | 50:47 | 28:48 | 28:48 | 39:42 | 53:42 | 1:33:30 | 24:54 | 18:26 |
 | Mekansm | 5 | 1.68% | 43.9 | 60.00% | +10.34% | +40.00% | +40.00% | 0.00% | 17:53 | 12:39 | 12:39 | 15:20 | 17:45 | 28:29 | 05:06 | 03:46 |
 | Headdress | 5 | 1.68% | 42.1 | 60.00% | +10.34% | -60.00% | +40.00% | 0.00% | 13:12 | -01:29 | -01:29 | 12:28 | 15:20 | 28:28 | 16:49 | 12:27 |
 | Ring of Basilius | 3 | 1.01% | 40.4 | 66.67% | +17.01% | +33.33% | 0.00% | 0.00% | 07:54 | 02:47 | 02:47 | 04:07 | 16:47 | 16:47 | 14:00 | 10:22 |
 | Black King Bar | 3 | 1.01% | 38.6 | 66.67% | +17.01% | -66.67% | 0.00% | 0.00% | 39:32 | 32:49 | 32:49 | 38:16 | 47:31 | 47:31 | 14:42 | 10:53 |
 | Guardian Greaves | 3 | 1.01% | 36.8 | 66.67% | +17.01% | +33.33% | 0.00% | 0.00% | 25:00 | 18:37 | 18:37 | 21:19 | 35:04 | 35:04 | 16:27 | 12:11 |
 | Medallion of Courage | 8 | 2.69% | 35.1 | 37.50% | -12.67% | +12.50% | -37.50% | -10.53% | 22:24 | 12:57 | 17:11 | 18:42 | 21:56 | 44:49 | 04:45 | 03:31 |
 | Linken's Sphere | 4 | 1.35% | 33.3 | 50.00% | +0.17% | -50.00% | -50.00% | 0.00% | 41:36 | 32:53 | 32:53 | 39:52 | 39:55 | 53:42 | 07:02 | 05:12 |
 | Arcane Blink | 1 | 0.34% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 2:05:17 | 2:05:17 | 2:05:17 | 2:05:17 | 2:05:17 | 2:05:17 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.34% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:41:07 | 1:41:07 | 1:41:07 | 1:41:07 | 1:41:07 | 1:41:07 | 00:00 | 00:00 |
 | Diadem | 1 | 0.34% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 00:00 | 00:00 |
 | Sange | 1 | 0.34% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:28 | 1:12:28 | 1:12:28 | 1:12:28 | 1:12:28 | 1:12:28 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.34% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:58 | 1:12:58 | 1:12:58 | 1:12:58 | 1:12:58 | 1:12:58 | 00:00 | 00:00 |
 | Yasha | 1 | 0.34% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.34% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 00:00 | 00:00 |
 | Wraith Band | 5 | 1.68% | 19.3 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 23:38 | 16:19 | 16:19 | 22:14 | 23:26 | 34:56 | 07:07 | 05:16 |
 | Solar Crest | 6 | 2.02% | 17.5 | 33.33% | -16.84% | +16.67% | -33.33% | -11.90% | 26:10 | 19:29 | 20:58 | 22:51 | 25:10 | 45:06 | 04:12 | 03:06 |
 | Crown | 7 | 2.36% | 15.8 | 28.57% | -21.77% | +21.43% | -28.57% | -8.50% | 31:56 | 17:10 | 18:49 | 23:09 | 24:42 | 1:12:35 | 05:53 | 04:21 |
 | Refresher Orb | 2 | 0.67% | 14.0 | 50.00% | +0.17% | -50.00% | 0.00% | 0.00% | 1:24:32 | 1:15:07 | 1:15:07 | 1:33:56 | 1:33:56 | 1:33:56 | 18:49 | 13:56 |
 | Dagon | 2 | 0.67% | 12.3 | 50.00% | +0.17% | +50.00% | 0.00% | 0.00% | 49:40 | 26:45 | 26:45 | 1:12:35 | 1:12:35 | 1:12:35 | 45:50 | 33:57 |
 | Pavise | 4 | 1.35% | 10.5 | 25.00% | -25.17% | -25.00% | +75.00% | 0.00% | 15:52 | 11:11 | 11:11 | 13:49 | 16:38 | 21:50 | 05:27 | 04:02 |
 | Dagon (level 2) | 1 | 0.34% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:35 | 1:12:35 | 1:12:35 | 1:12:35 | 1:12:35 | 1:12:35 | 00:00 | 00:00 |
 | Philosopher's Stone | 1 | 0.34% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:58 | 53:58 | 53:58 | 53:58 | 53:58 | 53:58 | 00:00 | 00:00 |
 | Bracer | 4 | 1.35% | 5.3 | 0.00% | -50.51% | 0.00% | 0.00% | 0.00% | 25:59 | 18:04 | 18:04 | 18:05 | 32:50 | 34:55 | 14:46 | 10:56 |
 | Hand of Midas | 1 | 0.34% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:17 | 47:17 | 47:17 | 47:17 | 47:17 | 47:17 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.34% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:56 | 14:56 | 14:56 | 14:56 | 14:56 | 14:56 | 00:00 | 00:00 |