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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 | |
 | Lotus Orb | 33 | 23.40% | 100.0 | 69.70% | +27.11% | -7.20% | +30.30% | 8.75% | 30:37 | 23:47 | 26:49 | 28:05 | 31:06 | 58:17 | 04:17 | 03:10 |
 | Void Stone | 37 | 26.24% | 98.0 | 67.57% | +25.26% | -0.90% | +10.21% | 1.88% | 31:22 | 22:26 | 25:26 | 27:50 | 31:21 | 58:17 | 05:55 | 04:22 |
 | Phase Boots | 63 | 44.68% | 96.1 | 58.73% | +17.70% | -2.48% | +3.77% | 0.92% | 15:49 | 06:07 | 11:29 | 15:59 | 18:18 | 32:42 | 06:49 | 05:02 |
 | Chainmail | 72 | 51.06% | 94.1 | 55.56% | +13.53% | -5.56% | -11.12% | -0.65% | 15:36 | 03:27 | 10:28 | 15:35 | 19:05 | 32:35 | 08:37 | 06:22 |
 | Magic Wand | 83 | 58.87% | 92.2 | 54.22% | +12.84% | -1.84% | +2.92% | 0.71% | 12:32 | 02:44 | 08:52 | 12:14 | 15:35 | 29:07 | 06:43 | 04:58 |
 | Hood of Defiance | 110 | 78.01% | 90.2 | 51.82% | +13.11% | +8.89% | -3.67% | -2.88% | 12:27 | 05:11 | 09:36 | 11:04 | 13:58 | 44:20 | 04:22 | 03:14 |
 | Pipe of Insight | 44 | 31.21% | 88.2 | 56.82% | +11.46% | -2.27% | -2.27% | 0.00% | 21:12 | 11:04 | 18:38 | 21:28 | 23:00 | 28:56 | 04:22 | 03:14 |
 | Vanguard | 109 | 77.30% | 86.3 | 50.46% | +6.71% | +8.80% | -6.02% | -8.23% | 06:57 | 04:45 | 05:50 | 06:24 | 07:38 | 12:58 | 01:48 | 01:20 |
 | Boots of Speed | 141 | 100.00% | 84.3 | 48.94% | +48.94% | +5.35% | -20.37% | -11.78% | 07:39 | -01:29 | 06:41 | 07:45 | 08:52 | 13:52 | 02:11 | 01:37 |
 | Aghanim's Scepter | 34 | 24.11% | 82.4 | 58.82% | +13.03% | +18.96% | -8.82% | -3.98% | 34:22 | 20:41 | 30:44 | 32:13 | 37:43 | 50:48 | 06:59 | 05:10 |
 | Aghanim's Shard | 20 | 14.18% | 80.4 | 65.00% | +18.72% | +15.00% | -5.00% | -2.19% | 31:27 | 20:48 | 23:42 | 29:08 | 32:49 | 48:46 | 09:07 | 06:45 |
 | Helm of Iron Will | 22 | 15.60% | 78.4 | 63.64% | +17.42% | +19.69% | -3.64% | -3.85% | 20:46 | 11:12 | 17:35 | 21:10 | 23:39 | 36:43 | 06:04 | 04:29 |
 | Crimson Guard | 22 | 15.60% | 76.5 | 63.64% | +17.42% | +19.69% | -23.64% | -6.86% | 21:57 | 12:20 | 18:22 | 22:11 | 24:41 | 37:11 | 06:19 | 04:40 |
 | Headdress | 47 | 33.33% | 74.5 | 55.32% | +9.58% | +3.01% | +3.01% | 0.00% | 19:43 | 10:39 | 17:23 | 19:32 | 21:32 | 28:24 | 04:09 | 03:04 |
 | Blink Dagger | 134 | 95.04% | 72.5 | 48.51% | -8.63% | +1.49% | -6.09% | -2.74% | 15:31 | 10:13 | 14:03 | 15:15 | 16:49 | 26:04 | 02:46 | 02:02 |
 | Ring of Health | 137 | 97.16% | 70.6 | 48.18% | -26.82% | +7.70% | -9.94% | -16.54% | 04:10 | 01:37 | 03:05 | 03:28 | 04:09 | 27:48 | 01:04 | 00:47 |
 | Magic Stick | 128 | 90.78% | 68.6 | 48.44% | -5.41% | -4.69% | +10.94% | 1.86% | 06:05 | -01:29 | 01:08 | 06:44 | 09:33 | 24:29 | 08:25 | 06:14 |
 | Buckler | 9 | 6.38% | 66.7 | 77.78% | +30.81% | -27.78% | +22.22% | 0.00% | 28:12 | 18:55 | 19:18 | 28:52 | 33:42 | 40:30 | 14:24 | 10:40 |
 | Heart of Tarrasque | 13 | 9.22% | 64.7 | 69.23% | +22.35% | -2.56% | +30.77% | 2.71% | 38:59 | 27:36 | 31:01 | 40:49 | 43:18 | 47:00 | 12:17 | 09:05 |
 | Bracer | 46 | 32.62% | 62.7 | 52.17% | +4.80% | -2.17% | +2.38% | 4.55% | 00:12 | -01:29 | -01:29 | -01:29 | 02:03 | 12:44 | 03:32 | 02:37 |
 | Quelling Blade | 106 | 75.18% | 60.8 | 46.23% | -10.91% | -1.79% | +3.77% | 0.00% | -01:18 | -01:30 | -01:29 | -01:29 | -01:29 | 07:06 | 00:00 | 00:00 |
 | Black King Bar | 14 | 9.93% | 58.8 | 64.29% | +17.05% | -14.29% | +2.38% | 1.58% | 32:49 | 24:59 | 28:11 | 29:03 | 38:45 | 40:36 | 10:34 | 07:49 |
 | Fluffy Hat | 8 | 5.67% | 56.9 | 75.00% | +27.63% | +25.00% | -25.00% | 0.00% | 23:32 | 18:13 | 19:33 | 23:15 | 23:20 | 32:03 | 03:47 | 02:48 |
 | Force Staff | 8 | 5.67% | 54.9 | 75.00% | +27.63% | +25.00% | +25.00% | 0.00% | 26:15 | 18:14 | 23:19 | 24:26 | 28:04 | 33:33 | 04:45 | 03:31 |
 | Ring of Protection | 65 | 46.10% | 52.9 | 41.54% | -13.72% | +20.96% | +2.21% | 0.00% | -00:44 | -01:30 | -01:29 | -01:29 | -01:29 | 21:24 | 00:00 | 00:00 |
 | Ring of Basilius | 5 | 3.55% | 51.0 | 80.00% | +32.21% | -80.00% | +20.00% | 0.00% | 23:29 | 18:54 | 18:54 | 21:25 | 23:26 | 32:45 | 04:32 | 03:21 |
 | Overwhelming Blink | 5 | 3.55% | 49.0 | 80.00% | +32.21% | +20.00% | +20.00% | 0.00% | 40:13 | 33:22 | 33:22 | 38:29 | 42:01 | 50:35 | 08:39 | 06:24 |
 | Vladmir's Offering | 5 | 3.55% | 47.1 | 80.00% | +32.21% | +20.00% | +20.00% | 0.00% | 26:07 | 21:35 | 21:35 | 25:33 | 26:24 | 32:52 | 04:49 | 03:34 |
 | Morbid Mask | 5 | 3.55% | 45.1 | 80.00% | +32.21% | +20.00% | +20.00% | 0.00% | 25:27 | 21:25 | 21:25 | 23:55 | 25:41 | 32:45 | 04:16 | 03:09 |
 | Sange | 19 | 13.48% | 43.1 | 47.37% | -1.81% | -7.37% | +32.63% | 4.65% | 29:17 | 19:32 | 22:11 | 26:16 | 30:47 | 1:05:41 | 08:36 | 06:22 |
 | Heaven's Halberd | 11 | 7.80% | 41.2 | 54.55% | +6.09% | +12.12% | +12.12% | 0.00% | 29:35 | 21:45 | 23:44 | 26:24 | 34:12 | 41:33 | 10:28 | 07:45 |
 | Wind Lace | 20 | 14.18% | 39.2 | 45.00% | -4.59% | -5.00% | -5.00% | 0.00% | 16:26 | 04:32 | 06:37 | 17:47 | 22:10 | 33:05 | 15:33 | 11:31 |
 | Solar Crest | 9 | 6.38% | 37.3 | 55.56% | +7.08% | +44.44% | -5.56% | 0.00% | 25:13 | 19:51 | 21:01 | 25:11 | 26:38 | 33:20 | 05:37 | 04:09 |
 | Crown | 9 | 6.38% | 35.3 | 55.56% | +7.08% | +44.44% | -5.56% | 0.00% | 24:26 | 19:15 | 21:00 | 22:10 | 26:37 | 33:04 | 05:37 | 04:09 |
 | Soul Ring | 2 | 1.42% | 33.3 | 100.00% | +51.80% | 0.00% | 0.00% | 0.00% | 19:51 | 19:20 | 19:20 | 20:21 | 20:21 | 20:21 | 01:01 | 00:45 |
 | Kaya | 2 | 1.42% | 31.4 | 100.00% | +51.80% | 0.00% | 0.00% | 0.00% | 48:56 | 32:10 | 32:10 | 1:05:41 | 1:05:41 | 1:05:41 | 33:31 | 24:49 |
 | Medallion of Courage | 11 | 7.80% | 29.4 | 45.45% | -3.78% | +21.22% | -12.12% | 0.00% | 22:19 | 18:40 | 19:15 | 21:00 | 22:25 | 28:39 | 03:10 | 02:20 |
 | Blight Stone | 11 | 7.80% | 27.5 | 45.45% | -3.78% | +21.22% | -12.12% | 0.00% | 22:17 | 18:40 | 19:15 | 21:00 | 22:25 | 28:39 | 03:10 | 02:20 |
 | Tranquil Boots | 9 | 6.38% | 25.5 | 44.44% | -4.80% | +5.56% | -44.44% | 0.00% | 10:37 | 05:02 | 06:09 | 08:35 | 10:51 | 22:45 | 04:42 | 03:28 |
 | Aeon Disk | 3 | 2.13% | 23.5 | 66.67% | +18.12% | +33.33% | 0.00% | 0.00% | 42:13 | 34:23 | 34:23 | 43:54 | 48:23 | 48:23 | 14:00 | 10:22 |
 | Refresher Orb | 3 | 2.13% | 21.6 | 66.67% | +18.12% | +33.33% | 0.00% | 0.00% | 51:33 | 48:29 | 48:29 | 50:36 | 55:34 | 55:34 | 07:05 | 05:14 |
 | Ghost Scepter | 4 | 2.84% | 19.6 | 50.00% | +1.09% | +50.00% | +50.00% | 0.00% | 37:05 | 29:06 | 29:06 | 33:16 | 40:05 | 45:51 | 10:59 | 08:08 |
 | Power Treads | 1 | 0.71% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.71% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:41 | 1:05:41 | 1:05:41 | 1:05:41 | 1:05:41 | 1:05:41 | 00:00 | 00:00 |
 | Bloodstone | 1 | 0.71% | 13.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 00:00 | 00:00 |
 | Bottle | 1 | 0.71% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 00:00 | 00:00 |
 | Radiance | 1 | 0.71% | 9.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.71% | 7.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 3.55% | 5.9 | 40.00% | -9.26% | -40.00% | -40.00% | 0.00% | 27:03 | 17:26 | 17:26 | 21:22 | 37:07 | 38:12 | 19:41 | 14:34 |
 | Shiva's Guard | 2 | 1.42% | 3.9 | 50.00% | +1.08% | +50.00% | 0.00% | 0.00% | 29:55 | 24:19 | 24:19 | 35:31 | 35:31 | 35:31 | 11:12 | 08:17 |
 | Scythe of Vyse | 1 | 0.71% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |