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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 | 24 | 27.59% | 100.0 | 83.33% | +35.71% | -16.66% | 0.00% | 0.73% | 21:54 | 04:04 | 06:04 | 22:05 | 28:46 | 43:46 | 22:42 | 16:48 |
 | Black King Bar | 49 | 56.32% | 97.8 | 63.27% | +13.27% | +28.40% | -4.94% | -5.82% | 28:15 | 19:08 | 24:20 | 27:18 | 30:04 | 48:27 | 05:44 | 04:14 |
 | Helm of the Overlord | 80 | 91.95% | 95.6 | 58.75% | +15.89% | +11.25% | -13.75% | -9.38% | 17:14 | 13:02 | 15:41 | 17:16 | 18:21 | 22:34 | 02:40 | 01:58 |
 | Ring of Protection | 85 | 97.70% | 93.3 | 57.65% | +7.65% | +18.54% | -14.79% | -12.99% | 10:43 | -01:29 | 09:59 | 11:14 | 12:33 | 16:41 | 02:34 | 01:54 |
 | Buckler | 85 | 97.70% | 91.1 | 57.65% | +7.65% | +28.06% | -14.79% | -19.63% | 11:40 | 03:58 | 10:29 | 11:42 | 12:40 | 16:42 | 02:11 | 01:37 |
 | Boots of Speed | 87 | 100.00% | 88.9 | 57.47% | +57.47% | +1.62% | -7.47% | -1.31% | 11:33 | 01:10 | 08:56 | 11:12 | 15:53 | 24:05 | 06:57 | 05:08 |
 | Helm of the Dominator | 83 | 95.40% | 86.7 | 56.63% | -18.37% | +10.04% | -4.25% | -7.94% | 09:25 | 06:58 | 08:22 | 09:21 | 10:10 | 14:20 | 01:48 | 01:20 |
 | Ring of Basilius | 83 | 95.40% | 84.4 | 56.63% | -18.37% | +10.04% | -13.77% | -2.83% | 08:16 | -01:29 | 02:49 | 09:59 | 11:13 | 16:17 | 08:24 | 06:13 |
 | Vladmir's Offering | 83 | 95.40% | 82.2 | 56.63% | -18.37% | +14.80% | -18.53% | -15.15% | 14:54 | 07:09 | 13:44 | 14:56 | 15:56 | 19:59 | 02:12 | 01:37 |
 | Crown | 83 | 95.40% | 80.0 | 56.63% | -18.37% | +5.27% | -9.01% | -7.58% | 06:20 | 03:59 | 05:15 | 06:01 | 07:08 | 11:04 | 01:53 | 01:23 |
 | Morbid Mask | 83 | 95.40% | 77.8 | 56.63% | -18.37% | +14.80% | -18.53% | -13.79% | 13:53 | 05:59 | 12:43 | 13:43 | 15:08 | 18:35 | 02:25 | 01:47 |
 | Helm of Iron Will | 83 | 95.40% | 75.6 | 56.63% | -18.37% | +5.27% | -9.01% | -10.98% | 04:26 | 01:31 | 03:34 | 04:13 | 04:52 | 09:55 | 01:18 | 00:57 |
 | Magic Stick | 49 | 56.32% | 73.3 | 59.18% | +3.92% | -0.85% | +7.49% | 1.08% | 04:12 | -01:29 | -01:29 | 00:43 | 09:14 | 23:16 | 10:43 | 07:56 |
 | Quelling Blade | 77 | 88.51% | 71.1 | 55.84% | -14.16% | +12.58% | +7.32% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 00:09 | 00:00 | 00:00 |
 | Void Stone | 32 | 36.78% | 68.9 | 62.50% | +7.95% | +25.00% | -12.50% | -3.56% | 32:26 | 20:06 | 25:39 | 30:54 | 36:11 | 50:17 | 10:32 | 07:48 |
 | Magic Wand | 36 | 41.38% | 66.7 | 61.11% | +6.21% | +5.56% | -5.55% | -0.90% | 12:41 | -01:29 | 06:57 | 11:32 | 19:19 | 30:29 | 12:22 | 09:09 |
 | Aether Lens | 25 | 28.74% | 64.4 | 64.00% | +9.16% | +36.00% | -30.67% | -6.35% | 30:53 | 20:40 | 25:41 | 28:54 | 36:11 | 44:46 | 10:30 | 07:46 |
 | Boots of Bearing | 9 | 10.34% | 62.2 | 77.78% | +22.65% | +22.22% | -27.78% | 0.00% | 34:55 | 26:05 | 31:46 | 33:08 | 33:14 | 54:31 | 01:28 | 01:05 |
 | Headdress | 11 | 12.64% | 60.0 | 72.73% | +17.47% | +27.27% | -39.40% | 0.00% | 17:54 | 06:41 | 09:59 | 19:25 | 21:31 | 26:58 | 11:32 | 08:32 |
 | Octarine Core | 13 | 14.94% | 57.8 | 69.23% | +13.82% | +30.77% | -35.90% | 0.00% | 35:03 | 27:28 | 29:22 | 34:12 | 40:19 | 43:02 | 10:57 | 08:06 |
 | Drum of Endurance | 21 | 24.14% | 55.6 | 61.90% | +5.84% | +18.10% | -1.90% | -2.67% | 23:29 | 15:56 | 19:40 | 21:43 | 27:09 | 35:14 | 07:29 | 05:32 |
 | Blink Dagger | 45 | 51.72% | 53.3 | 53.33% | -8.57% | +10.31% | +1.22% | -1.24% | 27:15 | 17:52 | 23:04 | 25:57 | 30:23 | 42:50 | 07:19 | 05:25 |
 | Aghanim's Shard | 32 | 36.78% | 51.1 | 56.25% | -1.93% | -6.25% | +6.25% | 1.76% | 24:51 | 15:38 | 20:36 | 23:44 | 27:43 | 46:10 | 07:07 | 05:16 |
 | Wind Lace | 40 | 45.98% | 48.9 | 52.50% | -9.20% | -22.50% | +7.50% | 6.74% | 19:56 | 10:49 | 16:30 | 18:13 | 20:57 | 51:47 | 04:27 | 03:17 |
 | Ring of Health | 14 | 16.09% | 46.7 | 64.29% | +8.13% | +10.71% | -30.96% | -2.85% | 24:30 | 07:49 | 19:05 | 22:51 | 33:41 | 43:35 | 14:36 | 10:48 |
 | Tranquil Boots | 13 | 14.94% | 44.4 | 61.54% | +4.78% | +5.13% | +5.13% | 0.00% | 28:39 | 17:12 | 21:50 | 30:14 | 32:05 | 52:21 | 10:15 | 07:35 |
 | Force Staff | 11 | 12.64% | 42.2 | 63.64% | +7.06% | +3.03% | +3.03% | 0.00% | 27:28 | 19:44 | 21:53 | 24:57 | 33:19 | 36:56 | 11:26 | 08:28 |
 | Fluffy Hat | 11 | 12.64% | 40.0 | 63.64% | +7.06% | +36.36% | +3.03% | 0.00% | 25:14 | 14:09 | 18:19 | 24:30 | 33:19 | 35:41 | 15:00 | 11:06 |
 | Assault Cuirass | 9 | 10.34% | 37.8 | 66.67% | +10.26% | +33.33% | +33.33% | 0.00% | 35:43 | 29:00 | 29:38 | 33:05 | 39:03 | 49:53 | 09:25 | 06:58 |
 | Hood of Defiance | 9 | 10.34% | 35.6 | 66.67% | +10.26% | -16.67% | -16.67% | 0.00% | 19:13 | 09:29 | 10:49 | 20:40 | 23:11 | 27:01 | 12:22 | 09:09 |
 | Pipe of Insight | 9 | 10.34% | 33.3 | 66.67% | +10.26% | -16.67% | -16.67% | 0.00% | 22:57 | 13:18 | 14:51 | 22:35 | 28:05 | 32:02 | 13:14 | 09:48 |
 | Bracer | 5 | 5.75% | 31.1 | 80.00% | +23.90% | -80.00% | +20.00% | 0.00% | 05:40 | 01:17 | 01:17 | 01:26 | 01:28 | 22:48 | 00:11 | 00:08 |
 | Boots of Travel | 6 | 6.90% | 28.9 | 66.67% | +9.88% | +33.33% | -66.67% | 0.00% | 42:47 | 34:05 | 38:03 | 42:38 | 45:53 | 52:46 | 07:50 | 05:48 |
 | Boots of Travel 2 | 4 | 4.60% | 26.7 | 75.00% | +18.37% | +25.00% | +25.00% | 0.00% | 48:31 | 45:23 | 45:23 | 46:25 | 50:28 | 51:46 | 05:05 | 03:45 |
 | Chainmail | 2 | 2.30% | 24.4 | 100.00% | +43.53% | 0.00% | 0.00% | 0.00% | 07:36 | 07:27 | 07:27 | 07:45 | 07:45 | 07:45 | 00:18 | 00:13 |
 | Mekansm | 2 | 2.30% | 22.2 | 100.00% | +43.53% | 0.00% | 0.00% | 0.00% | 10:03 | 10:02 | 10:02 | 10:03 | 10:03 | 10:03 | 00:01 | 00:00 |
 | Lotus Orb | 2 | 2.30% | 20.0 | 100.00% | +43.53% | 0.00% | 0.00% | 0.00% | 30:48 | 27:54 | 27:54 | 33:42 | 33:42 | 33:42 | 05:48 | 04:17 |
 | Guardian Greaves | 2 | 2.30% | 17.8 | 100.00% | +43.53% | 0.00% | 0.00% | 0.00% | 14:17 | 13:41 | 13:41 | 14:53 | 14:53 | 14:53 | 01:12 | 00:53 |
 | Scythe of Vyse | 7 | 8.05% | 15.6 | 57.14% | -0.36% | -57.14% | -7.14% | 0.00% | 44:02 | 36:11 | 39:33 | 44:27 | 45:07 | 50:17 | 05:34 | 04:07 |
 | Sange | 3 | 3.45% | 13.3 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 29:29 | 24:43 | 24:43 | 30:34 | 33:11 | 33:11 | 08:28 | 06:16 |
 | Blight Stone | 1 | 1.15% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.15% | 8.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.15% | 6.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:58 | 40:58 | 40:58 | 40:58 | 40:58 | 40:58 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.15% | 4.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 00:00 | 00:00 |
 | Refresher Orb | 3 | 3.45% | 2.2 | 33.33% | -25.00% | -33.33% | 0.00% | 0.00% | 40:00 | 36:32 | 36:32 | 39:52 | 43:35 | 43:35 | 07:03 | 05:13 |