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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 | |
 | Magic Stick | 41 | 46.59% | 100.0 | 65.85% | +23.30% | -25.85% | -5.85% | 3.15% | 05:44 | -01:27 | 02:10 | 05:21 | 08:31 | 16:18 | 06:21 | 04:42 |
 | Butterfly | 19 | 21.59% | 97.8 | 73.68% | +25.85% | -13.68% | +26.32% | 0.00% | 39:29 | 29:42 | 36:18 | 38:57 | 40:32 | 1:01:35 | 04:14 | 03:08 |
 | Blink Dagger | 56 | 63.64% | 95.6 | 60.71% | +20.08% | +3.58% | -10.71% | -2.12% | 27:18 | 18:39 | 22:59 | 25:48 | 29:44 | 47:42 | 06:45 | 05:00 |
 | Skull Basher | 18 | 20.45% | 93.3 | 72.22% | +23.65% | +27.78% | -47.22% | 0.00% | 35:50 | 24:13 | 28:57 | 35:50 | 38:54 | 51:32 | 09:57 | 07:22 |
 | Sange and Yasha | 15 | 17.05% | 91.1 | 73.33% | +24.01% | +1.67% | -23.33% | 0.00% | 20:37 | 14:41 | 16:36 | 20:44 | 22:02 | 29:41 | 05:26 | 04:01 |
 | Abyssal Blade | 15 | 17.05% | 88.9 | 73.33% | +24.01% | +26.67% | -48.33% | 0.00% | 38:50 | 28:08 | 34:51 | 38:40 | 41:19 | 51:43 | 06:28 | 04:47 |
 | Sange | 15 | 17.05% | 86.7 | 73.33% | +24.01% | +1.67% | -23.33% | 0.00% | 19:55 | 14:24 | 16:03 | 18:08 | 21:28 | 29:18 | 05:25 | 04:00 |
 | Wraith Band | 75 | 85.23% | 84.4 | 56.00% | +17.54% | -13.89% | +7.16% | 5.93% | 07:30 | 02:32 | 05:36 | 06:52 | 09:09 | 21:09 | 03:33 | 02:37 |
 | Ring of Aquila | 75 | 85.23% | 82.2 | 56.00% | +17.54% | -8.63% | +12.42% | 6.68% | 08:22 | 03:13 | 06:36 | 08:10 | 09:45 | 21:13 | 03:09 | 02:20 |
 | Manta Style | 61 | 69.32% | 80.0 | 57.38% | +12.94% | +15.95% | -10.71% | -4.69% | 23:23 | 15:01 | 20:18 | 22:47 | 25:59 | 34:13 | 05:41 | 04:12 |
 | Ring of Basilius | 78 | 88.64% | 77.8 | 55.13% | +15.13% | -0.13% | +13.29% | 4.07% | 07:12 | 01:23 | 05:31 | 07:00 | 08:49 | 14:02 | 03:18 | 02:26 |
 | Void Stone | 60 | 68.18% | 75.6 | 56.67% | +10.24% | -16.67% | +3.33% | 2.96% | 13:34 | 06:09 | 09:34 | 11:58 | 16:20 | 28:32 | 06:46 | 05:00 |
 | Battle Fury | 58 | 65.91% | 73.3 | 56.90% | +10.23% | +3.10% | +7.39% | 0.93% | 18:22 | 12:15 | 15:24 | 18:03 | 20:02 | 28:20 | 04:38 | 03:25 |
 | Phase Boots | 87 | 98.86% | 71.1 | 54.02% | +54.02% | -17.66% | -4.02% | 4.65% | 05:54 | 03:10 | 04:19 | 05:04 | 07:15 | 13:11 | 02:56 | 02:10 |
 | Ring of Health | 69 | 78.41% | 68.9 | 55.07% | +7.70% | -8.01% | +3.75% | 1.49% | 12:13 | 03:16 | 07:34 | 10:04 | 15:29 | 38:09 | 07:55 | 05:51 |
 | Boots of Speed | 88 | 100.00% | 66.7 | 53.41% | +53.41% | -3.41% | -7.96% | -2.58% | 02:24 | -01:29 | 01:42 | 02:30 | 03:28 | 07:38 | 01:46 | 01:18 |
 | Yasha | 84 | 95.45% | 64.4 | 53.57% | +3.57% | +8.33% | +3.57% | -0.82% | 17:25 | 08:51 | 14:11 | 17:36 | 20:01 | 27:07 | 05:50 | 04:19 |
 | Quelling Blade | 84 | 95.45% | 62.2 | 53.57% | +3.57% | +3.57% | +13.10% | 3.76% | 03:24 | -01:26 | 01:16 | 01:46 | 03:48 | 18:33 | 02:32 | 01:52 |
 | Ring of Protection | 80 | 90.91% | 60.0 | 53.75% | +3.75% | -3.75% | +11.25% | 3.95% | 05:52 | -01:27 | 04:26 | 06:00 | 08:14 | 12:49 | 03:48 | 02:48 |
 | Orb of Venom | 32 | 36.36% | 57.8 | 59.38% | +9.38% | +28.12% | +3.12% | -6.36% | 32:54 | 24:21 | 29:39 | 32:23 | 33:35 | 48:16 | 03:56 | 02:54 |
 | Magic Wand | 30 | 34.09% | 55.6 | 60.00% | +10.00% | +15.00% | +25.71% | 3.05% | 08:38 | 01:26 | 06:37 | 08:33 | 10:08 | 16:25 | 03:31 | 02:36 |
 | Stout Shield | 81 | 92.05% | 53.3 | 51.85% | -19.58% | -6.85% | -1.85% | 5.00% | 00:22 | -01:29 | -01:27 | -01:26 | -01:23 | 51:32 | 00:04 | 00:02 |
 | Eye of Skadi | 31 | 35.23% | 51.1 | 58.06% | +7.18% | +16.94% | +4.44% | -5.91% | 33:44 | 26:00 | 31:52 | 32:42 | 33:59 | 48:35 | 02:07 | 01:34 |
 | Javelin | 23 | 26.14% | 48.9 | 60.87% | +10.10% | +39.13% | -44.20% | -9.45% | 37:25 | 24:13 | 32:47 | 37:09 | 41:36 | 51:31 | 08:49 | 06:31 |
 | Poor Man's Shield | 49 | 55.68% | 46.7 | 53.06% | -0.79% | +5.27% | -19.73% | -25.00% | 00:21 | -01:29 | -01:27 | -01:18 | 01:47 | 08:02 | 03:14 | 02:23 |
 | Vanguard | 23 | 26.14% | 44.4 | 56.52% | +4.21% | +10.15% | -6.52% | -0.58% | 20:54 | 07:32 | 08:37 | 11:40 | 37:10 | 51:43 | 28:33 | 21:08 |
 | Bottle | 22 | 25.00% | 42.2 | 54.55% | +1.52% | +12.12% | +5.45% | 0.00% | 03:22 | 02:11 | 02:25 | 02:50 | 04:09 | 06:54 | 01:44 | 01:17 |
 | Diffusal Blade | 31 | 35.23% | 40.0 | 48.39% | -7.75% | +26.61% | -10.89% | -4.19% | 25:58 | 13:28 | 20:28 | 25:33 | 29:25 | 39:30 | 08:57 | 06:37 |
 | Black King Bar | 16 | 18.18% | 37.8 | 56.25% | +3.47% | +18.75% | -31.25% | 0.00% | 37:19 | 22:17 | 29:28 | 34:15 | 39:23 | 1:14:51 | 09:55 | 07:20 |
 | Moon Shard | 10 | 11.36% | 35.6 | 60.00% | +7.44% | +6.67% | -10.00% | 0.00% | 47:41 | 40:56 | 41:41 | 45:13 | 51:11 | 1:05:21 | 09:30 | 07:02 |
 | Linken's Sphere | 2 | 2.27% | 33.3 | 100.00% | +47.67% | 0.00% | 0.00% | 0.00% | 31:12 | 28:33 | 28:33 | 33:50 | 33:50 | 33:50 | 05:17 | 03:54 |
 | Boots of Travel 2 | 7 | 7.95% | 31.1 | 57.14% | +4.05% | -7.14% | +42.86% | 0.00% | 55:00 | 48:01 | 49:17 | 52:24 | 53:26 | 1:14:35 | 04:09 | 03:04 |
 | Silver Edge | 1 | 1.14% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:53 | 25:53 | 25:53 | 25:53 | 25:53 | 25:53 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.14% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:24 | 30:24 | 30:24 | 30:24 | 30:24 | 30:24 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.14% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:37 | 34:37 | 34:37 | 34:37 | 34:37 | 34:37 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.14% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:35 | 41:35 | 41:35 | 41:35 | 41:35 | 41:35 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.14% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.14% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:23 | 59:23 | 59:23 | 59:23 | 59:23 | 59:23 | 00:00 | 00:00 |
 | Monkey King Bar | 5 | 5.68% | 15.6 | 40.00% | -14.22% | -40.00% | +60.00% | 0.00% | 48:22 | 40:57 | 40:57 | 47:35 | 49:28 | 57:20 | 08:31 | 06:18 |
 | Wind Lace | 12 | 13.64% | 13.3 | 25.00% | -32.89% | +8.33% | +8.33% | 0.00% | 07:55 | -01:27 | 05:58 | 09:12 | 09:35 | 12:24 | 03:37 | 02:40 |
 | Shadow Blade | 2 | 2.27% | 11.1 | 50.00% | -3.49% | +50.00% | 0.00% | 0.00% | 30:14 | 23:38 | 23:38 | 36:49 | 36:49 | 36:49 | 13:11 | 09:45 |
 | Drum of Endurance | 7 | 7.95% | 8.9 | 14.29% | -42.50% | -14.29% | -14.29% | 0.00% | 11:22 | 09:53 | 10:24 | 10:58 | 11:50 | 13:08 | 01:26 | 01:03 |
 | Bracer | 7 | 7.95% | 6.7 | 14.29% | -42.50% | -14.29% | -14.29% | 0.00% | 09:05 | 06:48 | 07:32 | 08:26 | 10:02 | 12:23 | 02:30 | 01:51 |
 | Power Treads | 1 | 1.14% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:21 | 07:21 | 07:21 | 07:21 | 07:21 | 07:21 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.14% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 00:00 | 00:00 |