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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 | |
 | Arcane Boots | 51 | 28.98% | 100.0 | 68.63% | +24.63% | +8.29% | -14.78% | -1.79% | 23:54 | 04:04 | 18:56 | 22:44 | 31:48 | 48:41 | 12:52 | 09:31 |
 | Aether Lens | 52 | 29.55% | 98.2 | 59.62% | +12.04% | +9.61% | -21.16% | -3.34% | 29:18 | 19:22 | 24:06 | 27:33 | 33:19 | 44:46 | 09:13 | 06:49 |
 | Black King Bar | 114 | 64.77% | 96.4 | 54.39% | +9.23% | +18.02% | -18.68% | -5.48% | 27:54 | 19:08 | 24:08 | 26:52 | 30:50 | 48:27 | 06:42 | 04:57 |
 | Void Stone | 72 | 40.91% | 94.5 | 56.94% | +9.82% | +9.73% | -18.05% | -2.40% | 31:39 | 19:08 | 25:01 | 31:15 | 36:35 | 54:01 | 11:34 | 08:34 |
 | Drum of Endurance | 43 | 24.43% | 92.7 | 60.47% | +12.35% | +12.26% | -24.11% | -4.96% | 22:33 | 15:56 | 18:50 | 21:13 | 26:10 | 35:14 | 07:20 | 05:25 |
 | Ring of Protection | 173 | 98.30% | 90.9 | 51.45% | +18.12% | +20.64% | -14.24% | -14.14% | 10:44 | -01:29 | 10:00 | 11:15 | 12:28 | 18:30 | 02:28 | 01:49 |
 | Helm of the Overlord | 167 | 94.89% | 89.1 | 51.50% | +7.06% | +15.17% | -13.40% | -10.08% | 17:04 | 12:24 | 15:30 | 17:02 | 18:20 | 24:09 | 02:50 | 02:05 |
 | Boots of Speed | 176 | 100.00% | 87.3 | 51.14% | +51.14% | +5.68% | +3.41% | -0.64% | 10:52 | 01:10 | 08:55 | 10:19 | 12:29 | 24:05 | 03:34 | 02:38 |
 | Buckler | 172 | 97.73% | 85.5 | 51.16% | +1.16% | +27.91% | -16.28% | -19.07% | 11:45 | 03:58 | 10:33 | 11:37 | 12:52 | 18:30 | 02:19 | 01:42 |
 | Ring of Basilius | 172 | 97.73% | 83.6 | 50.58% | -24.42% | +14.54% | -22.67% | -4.32% | 07:38 | -01:29 | 02:34 | 09:18 | 11:11 | 16:17 | 08:37 | 06:22 |
 | Morbid Mask | 170 | 96.59% | 81.8 | 50.59% | -16.08% | +19.18% | -12.49% | -12.42% | 13:44 | 05:59 | 12:25 | 13:34 | 14:58 | 20:25 | 02:33 | 01:53 |
 | Vladmir's Offering | 170 | 96.59% | 80.0 | 50.59% | -16.08% | +14.53% | -14.88% | -11.53% | 14:47 | 07:09 | 13:21 | 14:48 | 15:54 | 21:52 | 02:33 | 01:53 |
 | Magic Stick | 81 | 46.02% | 78.2 | 54.32% | +5.90% | -4.32% | +5.68% | 1.64% | 03:47 | -01:29 | -01:29 | -01:27 | 07:35 | 27:34 | 09:04 | 06:42 |
 | Helm of the Dominator | 171 | 97.16% | 76.4 | 50.29% | -29.71% | +12.50% | -6.10% | -9.54% | 09:19 | 06:30 | 08:14 | 09:11 | 10:11 | 15:13 | 01:57 | 01:26 |
 | Crown | 171 | 97.16% | 74.5 | 50.29% | -29.71% | +5.52% | -10.76% | -8.42% | 06:17 | 03:33 | 05:08 | 05:58 | 07:04 | 12:15 | 01:56 | 01:25 |
 | Helm of Iron Will | 171 | 97.16% | 72.7 | 50.29% | -29.71% | +7.85% | -8.43% | -12.69% | 04:29 | 01:31 | 03:35 | 04:13 | 04:52 | 11:33 | 01:17 | 00:57 |
 | Quelling Blade | 154 | 87.50% | 70.9 | 50.65% | -3.90% | -7.06% | +9.88% | 0.00% | -01:02 | -01:29 | -01:29 | -01:29 | -01:29 | 32:27 | 00:00 | 00:00 |
 | Boots of Travel | 12 | 6.82% | 69.1 | 75.00% | +25.61% | +25.00% | -41.67% | 0.00% | 44:33 | 34:05 | 38:53 | 40:46 | 45:53 | 1:03:30 | 07:00 | 05:11 |
 | Wind Lace | 95 | 53.98% | 67.3 | 51.58% | +0.96% | -5.75% | -1.58% | 1.03% | 18:22 | 03:06 | 16:06 | 17:47 | 20:10 | 51:47 | 04:04 | 03:00 |
 | Blink Dagger | 95 | 53.98% | 65.5 | 49.47% | -3.62% | +8.86% | -24.47% | -4.44% | 28:31 | 17:52 | 24:14 | 27:35 | 31:44 | 44:10 | 07:30 | 05:33 |
 | Octarine Core | 23 | 13.07% | 63.6 | 60.87% | +11.20% | -10.87% | -10.87% | 0.00% | 35:10 | 27:28 | 31:11 | 34:12 | 37:54 | 45:53 | 06:43 | 04:58 |
 | Boots of Bearing | 19 | 10.80% | 61.8 | 63.16% | +13.48% | +36.84% | -23.16% | -21.82% | 34:55 | 26:05 | 32:05 | 33:10 | 34:50 | 54:31 | 02:45 | 02:02 |
 | Assault Cuirass | 15 | 8.52% | 60.0 | 66.67% | +16.98% | +8.33% | +33.33% | 0.00% | 34:17 | 26:27 | 29:38 | 33:03 | 37:56 | 49:53 | 08:18 | 06:08 |
 | Aghanim's Shard | 78 | 44.32% | 58.2 | 48.72% | -4.34% | +1.28% | -1.35% | -0.27% | 26:35 | 15:38 | 20:36 | 25:46 | 30:11 | 57:35 | 09:35 | 07:05 |
 | Ring of Health | 30 | 17.05% | 56.4 | 56.67% | +6.67% | +18.33% | -13.81% | -1.92% | 31:11 | 07:49 | 21:19 | 33:41 | 38:02 | 54:48 | 16:43 | 12:22 |
 | Lotus Orb | 4 | 2.27% | 54.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:45 | 27:54 | 27:54 | 33:42 | 38:46 | 42:38 | 10:52 | 08:02 |
 | Magic Wand | 59 | 33.52% | 52.7 | 49.15% | -2.99% | -2.48% | +10.85% | 1.05% | 11:36 | -01:30 | 05:20 | 11:49 | 18:01 | 30:29 | 12:41 | 09:23 |
 | Tranquil Boots | 25 | 14.20% | 50.9 | 56.00% | +5.67% | -6.00% | -6.00% | 0.00% | 30:02 | 17:12 | 22:58 | 30:15 | 33:12 | 52:21 | 10:14 | 07:34 |
 | Headdress | 14 | 7.95% | 49.1 | 64.29% | +14.29% | +10.71% | -30.96% | 0.00% | 18:35 | 06:41 | 14:25 | 19:25 | 23:16 | 26:58 | 08:51 | 06:33 |
 | Boots of Travel 2 | 6 | 3.41% | 47.3 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 50:18 | 45:23 | 46:25 | 50:28 | 52:49 | 54:54 | 06:24 | 04:44 |
 | Fluffy Hat | 18 | 10.23% | 45.5 | 55.56% | +4.93% | +4.44% | -5.56% | -0.67% | 25:23 | 14:09 | 18:27 | 23:56 | 33:19 | 42:17 | 14:52 | 11:00 |
 | Force Staff | 16 | 9.09% | 43.6 | 56.25% | +5.62% | +18.75% | -6.25% | -2.26% | 28:57 | 19:44 | 22:14 | 25:31 | 33:19 | 53:43 | 11:05 | 08:12 |
 | Chainmail | 3 | 1.70% | 41.8 | 100.00% | +49.71% | 0.00% | 0.00% | 0.00% | 09:13 | 07:27 | 07:27 | 07:45 | 12:28 | 12:28 | 05:01 | 03:42 |
 | Bracer | 5 | 2.84% | 40.0 | 80.00% | +29.71% | -80.00% | +20.00% | 0.00% | 05:40 | 01:17 | 01:17 | 01:26 | 01:28 | 22:48 | 00:11 | 00:08 |
 | Pipe of Insight | 12 | 6.82% | 38.2 | 58.33% | +7.72% | +8.34% | -25.00% | 0.00% | 22:57 | 13:18 | 21:14 | 21:52 | 25:26 | 32:02 | 04:12 | 03:06 |
 | Hood of Defiance | 12 | 6.82% | 36.4 | 58.33% | +7.72% | +8.34% | -25.00% | 0.00% | 19:25 | 09:29 | 17:23 | 19:55 | 21:49 | 27:01 | 04:26 | 03:17 |
 | Scythe of Vyse | 12 | 6.82% | 34.5 | 50.00% | -1.22% | +16.67% | -16.67% | 0.00% | 42:16 | 28:53 | 36:08 | 42:30 | 48:26 | 50:17 | 12:18 | 09:06 |
 | Mekansm | 2 | 1.14% | 32.7 | 100.00% | +49.43% | 0.00% | 0.00% | 0.00% | 10:03 | 10:02 | 10:02 | 10:03 | 10:03 | 10:03 | 00:01 | 00:00 |
 | Guardian Greaves | 2 | 1.14% | 30.9 | 100.00% | +49.43% | 0.00% | 0.00% | 0.00% | 14:17 | 13:41 | 13:41 | 14:53 | 14:53 | 14:53 | 01:12 | 00:53 |
 | Refresher Orb | 11 | 6.25% | 29.1 | 45.45% | -6.07% | -12.12% | -12.12% | 0.00% | 45:51 | 36:32 | 38:53 | 43:35 | 48:10 | 1:03:13 | 09:17 | 06:52 |
 | Sange | 5 | 2.84% | 27.3 | 60.00% | +9.12% | +40.00% | -60.00% | 0.00% | 31:34 | 24:43 | 24:43 | 30:34 | 33:11 | 41:05 | 08:28 | 06:16 |
 | Heaven's Halberd | 3 | 1.70% | 25.5 | 66.67% | +15.80% | +33.33% | 0.00% | 0.00% | 34:42 | 30:56 | 30:56 | 32:05 | 41:05 | 41:05 | 10:09 | 07:31 |
 | Urn of Shadows | 1 | 0.57% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.57% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:10 | 24:10 | 24:10 | 24:10 | 24:10 | 24:10 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.57% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.57% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.57% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.57% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.57% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:56 | 10:56 | 10:56 | 10:56 | 10:56 | 10:56 | 00:00 | 00:00 |
 | Aeon Disk | 5 | 2.84% | 10.9 | 40.00% | -11.46% | +60.00% | -40.00% | 0.00% | 44:26 | 27:07 | 27:07 | 43:46 | 49:36 | 60:42 | 22:29 | 16:39 |
 | Linken's Sphere | 2 | 1.14% | 9.1 | 50.00% | -1.15% | +50.00% | 0.00% | 0.00% | 38:09 | 37:06 | 37:06 | 39:12 | 39:12 | 39:12 | 02:06 | 01:33 |
 | Glimmer Cape | 2 | 1.14% | 7.3 | 50.00% | -1.15% | -50.00% | 0.00% | 0.00% | 38:02 | 36:20 | 36:20 | 39:44 | 39:44 | 39:44 | 03:24 | 02:31 |
 | Blight Stone | 2 | 1.14% | 5.5 | 50.00% | -1.15% | +50.00% | 0.00% | 0.00% | 22:30 | -01:29 | -01:29 | 46:28 | 46:28 | 46:28 | 47:57 | 35:31 |
 | Desolator | 1 | 0.57% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:28 | 46:28 | 46:28 | 46:28 | 46:28 | 46:28 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.57% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 00:00 | 00:00 |