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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 | |
 | Boots of Bearing | 73 | 17.22% | 100.0 | 84.93% | +43.05% | +9.51% | -1.60% | -1.01% | 31:54 | 17:00 | 25:16 | 30:16 | 36:19 | 58:08 | 11:03 | 08:11 |
 | Blink Dagger | 41 | 9.67% | 98.3 | 80.49% | +34.54% | -0.49% | +9.51% | 0.54% | 38:43 | 15:33 | 28:11 | 37:10 | 46:40 | 57:07 | 18:29 | 13:41 |
 | Aether Lens | 18 | 4.25% | 96.6 | 88.89% | +41.35% | +11.11% | +11.11% | 0.00% | 32:30 | 19:59 | 24:44 | 33:08 | 37:27 | 49:35 | 12:43 | 09:25 |
 | Black King Bar | 44 | 10.38% | 94.9 | 75.00% | +28.68% | -20.45% | -2.27% | 2.07% | 40:05 | 26:07 | 34:08 | 39:15 | 42:54 | 1:06:01 | 08:46 | 06:29 |
 | Arcane Boots | 43 | 10.14% | 93.2 | 74.42% | +27.96% | -1.69% | +7.40% | 2.04% | 14:55 | 07:00 | 11:53 | 15:00 | 16:20 | 34:33 | 04:27 | 03:17 |
 | Void Stone | 87 | 20.52% | 91.5 | 65.52% | +20.42% | -1.88% | +7.21% | 0.54% | 24:33 | 08:34 | 15:57 | 21:03 | 32:53 | 1:11:21 | 16:56 | 12:32 |
 | Drum of Endurance | 142 | 33.49% | 89.8 | 61.27% | +18.01% | +2.62% | +1.59% | -0.10% | 22:07 | 11:17 | 16:01 | 19:39 | 26:10 | 56:00 | 10:09 | 07:31 |
 | Headdress | 10 | 2.36% | 88.1 | 90.00% | +41.69% | +10.00% | +10.00% | 0.00% | 22:25 | 11:07 | 14:37 | 21:59 | 26:03 | 34:11 | 11:26 | 08:28 |
 | Ring of Health | 23 | 5.42% | 86.4 | 73.91% | +26.03% | +26.09% | +9.42% | -1.58% | 37:18 | 21:45 | 30:38 | 37:10 | 41:13 | 1:11:20 | 10:35 | 07:50 |
 | Glimmer Cape | 134 | 31.60% | 84.7 | 58.21% | +13.04% | +0.61% | -6.69% | -0.69% | 28:13 | 15:00 | 22:46 | 26:52 | 33:17 | 56:10 | 10:31 | 07:47 |
 | Force Staff | 257 | 60.61% | 83.1 | 54.47% | +13.15% | +12.72% | -2.91% | -2.15% | 26:03 | 15:12 | 21:55 | 24:37 | 29:12 | 51:42 | 07:17 | 05:23 |
 | Crown | 29 | 6.84% | 81.4 | 68.97% | +21.12% | -26.11% | +31.03% | 5.32% | 27:48 | 09:39 | 21:09 | 27:36 | 31:53 | 44:06 | 10:44 | 07:57 |
 | Aeon Disk | 12 | 2.83% | 79.7 | 83.33% | +35.03% | +16.67% | -16.66% | -2.66% | 43:29 | 30:52 | 36:10 | 46:26 | 48:42 | 50:00 | 12:32 | 09:17 |
 | Chainmail | 35 | 8.25% | 78.0 | 65.71% | +17.90% | +0.96% | +23.18% | 1.92% | 24:51 | 14:38 | 17:50 | 25:02 | 29:24 | 40:14 | 11:34 | 08:34 |
 | Magic Wand | 379 | 89.39% | 76.3 | 49.87% | +5.43% | +2.76% | -7.76% | -2.09% | 10:42 | 00:15 | 07:59 | 10:46 | 13:01 | 30:25 | 05:02 | 03:43 |
 | Boots of Speed | 424 | 100.00% | 74.6 | 49.29% | +49.29% | +0.71% | -4.01% | -1.44% | 07:12 | -01:29 | 05:31 | 06:58 | 08:48 | 15:59 | 03:17 | 02:25 |
 | Solar Crest | 25 | 5.90% | 72.9 | 68.00% | +19.88% | -18.00% | +32.00% | 5.19% | 29:39 | 19:58 | 23:33 | 28:09 | 33:11 | 44:07 | 09:38 | 07:08 |
 | Fluffy Hat | 355 | 83.73% | 71.2 | 49.58% | +1.75% | -0.14% | +3.23% | 0.66% | 14:42 | -01:29 | 11:26 | 13:35 | 16:33 | 38:36 | 05:07 | 03:47 |
 | Magic Stick | 412 | 97.17% | 69.5 | 49.03% | -9.30% | -6.31% | -2.43% | 0.68% | 04:12 | -01:29 | 01:03 | 03:07 | 06:46 | 29:46 | 05:43 | 04:14 |
 | Wind Lace | 390 | 91.98% | 67.8 | 48.97% | -3.97% | +5.11% | +3.61% | -0.34% | 09:20 | 00:20 | 06:35 | 08:37 | 10:56 | 43:13 | 04:21 | 03:13 |
 | Wraith Band | 24 | 5.66% | 66.1 | 66.67% | +18.42% | +33.33% | +16.66% | -1.21% | 23:39 | 09:37 | 15:25 | 24:51 | 29:13 | 41:22 | 13:48 | 10:13 |
 | Tranquil Boots | 357 | 84.20% | 64.4 | 47.62% | -10.59% | +5.19% | -3.80% | -2.11% | 12:55 | 04:50 | 09:29 | 11:23 | 13:45 | 48:40 | 04:16 | 03:09 |
 | Ring of Protection | 61 | 14.39% | 62.7 | 55.74% | +7.53% | +10.93% | -9.07% | -2.64% | 17:51 | 07:08 | 11:57 | 15:39 | 19:32 | 50:00 | 07:35 | 05:37 |
 | Pavise | 51 | 12.03% | 61.0 | 56.86% | +8.60% | +12.37% | -10.71% | -4.20% | 17:57 | 11:13 | 15:02 | 17:28 | 20:32 | 31:24 | 05:30 | 04:04 |
 | Blight Stone | 29 | 6.84% | 59.3 | 62.07% | +13.72% | -19.21% | +23.64% | 3.61% | 26:30 | 15:41 | 19:42 | 25:51 | 31:35 | 40:14 | 11:53 | 08:48 |
 | Medallion of Courage | 29 | 6.84% | 57.6 | 62.07% | +13.72% | -33.50% | +23.64% | 5.03% | 26:43 | 16:19 | 20:14 | 25:51 | 31:35 | 40:14 | 11:21 | 08:24 |
 | Aghanim's Shard | 22 | 5.19% | 55.9 | 63.64% | +15.13% | -13.64% | +16.36% | 2.47% | 36:27 | 20:43 | 29:17 | 36:52 | 41:27 | 1:03:48 | 12:10 | 09:00 |
 | Lotus Orb | 17 | 4.01% | 54.2 | 64.71% | +16.06% | +35.29% | -14.71% | -5.10% | 39:14 | 26:23 | 34:58 | 39:15 | 44:46 | 47:26 | 09:48 | 07:15 |
 | Ghost Scepter | 33 | 7.78% | 52.5 | 54.55% | +5.70% | +7.95% | -17.05% | -3.04% | 31:30 | 20:32 | 26:41 | 29:39 | 34:54 | 58:23 | 08:13 | 06:05 |
 | Ring of Basilius | 9 | 2.12% | 50.8 | 66.67% | +17.75% | -16.67% | -16.67% | 0.00% | 21:10 | 00:31 | 01:24 | 08:38 | 40:38 | 51:07 | 39:14 | 29:03 |
 | Pipe of Insight | 3 | 0.71% | 49.2 | 100.00% | +51.07% | 0.00% | 0.00% | 0.00% | 30:17 | 27:16 | 27:16 | 28:22 | 35:12 | 35:12 | 07:56 | 05:52 |
 | Linken's Sphere | 3 | 0.71% | 47.5 | 100.00% | +51.07% | 0.00% | 0.00% | 0.00% | 54:13 | 41:50 | 41:50 | 49:29 | 1:11:21 | 1:11:21 | 29:31 | 21:51 |
 | Eul's Scepter of Divinity | 5 | 1.18% | 45.8 | 80.00% | +31.07% | -80.00% | +20.00% | 0.00% | 36:38 | 23:17 | 23:17 | 29:31 | 42:57 | 1:02:27 | 19:40 | 14:34 |
 | Mekansm | 5 | 1.18% | 44.1 | 80.00% | +31.07% | +20.00% | -80.00% | 0.00% | 21:44 | 18:25 | 18:25 | 21:28 | 23:38 | 26:10 | 05:13 | 03:51 |
 | Quelling Blade | 17 | 4.01% | 42.4 | 41.18% | -8.45% | +8.82% | -41.18% | -3.71% | 08:26 | -01:30 | -01:29 | -01:22 | 14:58 | 45:01 | 16:27 | 12:11 |
 | Buckler | 10 | 2.36% | 40.7 | 50.00% | +0.72% | +16.67% | -50.00% | 0.00% | 34:02 | 20:14 | 28:16 | 28:42 | 43:24 | 50:00 | 15:08 | 11:12 |
 | Guardian Greaves | 2 | 0.47% | 39.0 | 100.00% | +50.95% | 0.00% | 0.00% | 0.00% | 28:41 | 28:36 | 28:36 | 28:46 | 28:46 | 28:46 | 00:10 | 00:07 |
 | Dragon Lance | 2 | 0.47% | 37.3 | 100.00% | +50.95% | 0.00% | 0.00% | 0.00% | 54:40 | 32:43 | 32:43 | 1:16:37 | 1:16:37 | 1:16:37 | 43:54 | 32:31 |
 | Octarine Core | 2 | 0.47% | 35.6 | 100.00% | +50.95% | 0.00% | 0.00% | 0.00% | 43:14 | 41:59 | 41:59 | 44:28 | 44:28 | 44:28 | 02:29 | 01:50 |
 | Hood of Defiance | 2 | 0.47% | 33.9 | 100.00% | +50.95% | 0.00% | 0.00% | 0.00% | 27:34 | 24:41 | 24:41 | 30:27 | 30:27 | 30:27 | 05:46 | 04:16 |
 | Null Talisman | 3 | 0.71% | 32.2 | 66.67% | +17.50% | +33.33% | 0.00% | 0.00% | 17:56 | 12:31 | 12:31 | 20:36 | 20:41 | 20:41 | 08:10 | 06:02 |
 | Boots of Travel | 3 | 0.71% | 30.5 | 66.67% | +17.50% | -66.67% | 0.00% | 0.00% | 52:06 | 48:15 | 48:15 | 52:04 | 56:00 | 56:00 | 07:45 | 05:44 |
 | Morbid Mask | 3 | 0.71% | 28.8 | 66.67% | +17.50% | +33.33% | 0.00% | 0.00% | 43:53 | 37:08 | 37:08 | 43:25 | 51:07 | 51:07 | 13:59 | 10:21 |
 | Vladmir's Offering | 3 | 0.71% | 27.1 | 66.67% | +17.50% | +33.33% | 0.00% | 0.00% | 43:55 | 37:08 | 37:08 | 43:25 | 51:11 | 51:11 | 14:03 | 10:24 |
 | Veil of Discord | 3 | 0.71% | 25.4 | 66.67% | +17.50% | -66.67% | 0.00% | 0.00% | 25:23 | 14:10 | 14:10 | 21:21 | 40:39 | 40:39 | 26:29 | 19:37 |
 | Bracer | 11 | 2.59% | 23.7 | 36.36% | -13.28% | -3.03% | +30.31% | 0.00% | 23:47 | 09:07 | 19:07 | 21:49 | 25:38 | 41:08 | 06:31 | 04:49 |
 | Power Treads | 1 | 0.24% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.24% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:18 | 40:18 | 40:18 | 40:18 | 40:18 | 40:18 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.24% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:29 | 1:02:29 | 1:02:29 | 1:02:29 | 1:02:29 | 1:02:29 | 00:00 | 00:00 |
 | Holy Locket | 1 | 0.24% | 16.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.24% | 15.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.24% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:55 | 21:55 | 21:55 | 21:55 | 21:55 | 21:55 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.24% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:54 | 1:11:54 | 1:11:54 | 1:11:54 | 1:11:54 | 1:11:54 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.24% | 10.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:24:38 | 1:24:38 | 1:24:38 | 1:24:38 | 1:24:38 | 1:24:38 | 00:00 | 00:00 |
 | Cornucopia | 1 | 0.24% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:24:37 | 1:24:37 | 1:24:37 | 1:24:37 | 1:24:37 | 1:24:37 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 0.24% | 6.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:17:02 | 1:17:02 | 1:17:02 | 1:17:02 | 1:17:02 | 1:17:02 | 00:00 | 00:00 |
 | Bottle | 2 | 0.47% | 5.1 | 50.00% | +0.71% | -50.00% | 0.00% | 0.00% | 37:49 | 31:14 | 31:14 | 44:23 | 44:23 | 44:23 | 13:09 | 09:44 |
 | Sange | 2 | 0.47% | 3.4 | 50.00% | +0.71% | +50.00% | 0.00% | 0.00% | 36:10 | 36:06 | 36:06 | 36:14 | 36:14 | 36:14 | 00:08 | 00:05 |
 | Wraith Pact | 2 | 0.47% | 1.7 | 50.00% | +0.71% | -50.00% | 0.00% | 0.00% | 54:30 | 54:08 | 54:08 | 54:52 | 54:52 | 54:52 | 00:44 | 00:32 |