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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 | |
 | Wind Lace | 16 | 36.36% | 100.0 | 56.25% | +27.68% | +18.75% | -6.25% | -3.46% | 09:45 | 02:35 | 04:58 | 09:11 | 12:12 | 24:02 | 07:14 | 05:21 |
 | Ring of Protection | 19 | 43.18% | 98.0 | 52.63% | +24.63% | +7.37% | -12.63% | -12.63% | 03:41 | -01:29 | -01:29 | 01:01 | 03:04 | 29:34 | 04:33 | 03:22 |
 | Urn of Shadows | 16 | 36.36% | 96.0 | 50.00% | +17.86% | +25.00% | -50.00% | -68.18% | 03:38 | 02:06 | 02:56 | 03:38 | 04:02 | 04:59 | 01:06 | 00:48 |
 | Boots of Speed | 44 | 100.00% | 94.0 | 38.64% | +38.64% | -2.28% | -11.37% | -5.57% | 04:28 | 01:00 | 03:28 | 04:07 | 05:06 | 09:53 | 01:38 | 01:12 |
 | Magic Stick | 38 | 86.36% | 92.0 | 39.47% | +6.14% | -9.47% | -17.25% | -1.60% | 04:58 | -01:29 | 02:25 | 05:22 | 07:16 | 12:52 | 04:51 | 03:35 |
 | Void Stone | 6 | 13.64% | 90.0 | 66.67% | +32.46% | +33.33% | -66.67% | -11.11% | 34:57 | 26:23 | 28:12 | 30:38 | 37:12 | 50:11 | 09:00 | 06:40 |
 | Power Treads | 33 | 75.00% | 88.0 | 39.39% | +3.03% | +10.61% | -1.89% | -8.06% | 08:10 | 05:47 | 06:55 | 07:47 | 08:28 | 16:49 | 01:33 | 01:08 |
 | Magic Wand | 37 | 84.09% | 86.0 | 37.84% | -5.02% | +6.60% | -26.73% | -7.90% | 07:59 | 02:15 | 05:35 | 07:51 | 09:48 | 15:13 | 04:13 | 03:07 |
 | Fluffy Hat | 21 | 47.73% | 84.0 | 42.86% | +8.08% | +17.14% | -22.86% | -2.75% | 23:16 | 00:17 | 14:12 | 24:29 | 28:45 | 49:59 | 14:33 | 10:46 |
 | Force Staff | 21 | 47.73% | 82.0 | 42.86% | +8.08% | +17.14% | -22.86% | -5.78% | 27:47 | 14:34 | 22:30 | 26:09 | 29:25 | 49:59 | 06:55 | 05:07 |
 | Blink Dagger | 4 | 9.09% | 80.0 | 75.00% | +40.00% | +25.00% | -75.00% | 0.00% | 32:41 | 15:21 | 15:21 | 25:46 | 37:38 | 51:59 | 22:17 | 16:30 |
 | Aeon Disk | 2 | 4.55% | 78.0 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 33:12 | 32:52 | 32:52 | 33:32 | 33:32 | 33:32 | 00:40 | 00:29 |
 | Drum of Endurance | 2 | 4.55% | 76.0 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 19:50 | 19:05 | 19:05 | 20:35 | 20:35 | 20:35 | 01:30 | 01:06 |
 | Dragon Lance | 30 | 68.18% | 74.0 | 36.67% | -6.19% | +0.83% | -22.38% | -14.81% | 14:19 | 09:48 | 11:40 | 12:36 | 13:14 | 55:10 | 01:34 | 01:09 |
 | Hurricane Pike | 13 | 29.55% | 72.0 | 46.15% | +10.67% | +53.85% | -46.15% | -13.61% | 28:49 | 17:17 | 24:11 | 28:29 | 31:32 | 40:37 | 07:21 | 05:26 |
 | Ring of Health | 7 | 15.91% | 70.0 | 57.14% | +22.00% | -7.14% | -7.14% | 0.00% | 29:47 | 09:34 | 16:14 | 30:37 | 37:06 | 50:11 | 20:52 | 15:27 |
 | Aghanim's Shard | 10 | 22.73% | 68.0 | 50.00% | +14.71% | +16.67% | 0.00% | -0.68% | 31:40 | 15:00 | 19:17 | 24:25 | 43:38 | 58:04 | 24:21 | 18:02 |
 | Black King Bar | 29 | 65.91% | 66.0 | 34.48% | -12.19% | +22.66% | +8.38% | -2.56% | 21:59 | 16:15 | 19:14 | 21:38 | 24:49 | 28:40 | 05:35 | 04:08 |
 | Tranquil Boots | 5 | 11.36% | 64.0 | 60.00% | +24.10% | -60.00% | +40.00% | 12.77% | 17:46 | 12:07 | 12:07 | 19:27 | 19:57 | 24:30 | 07:50 | 05:48 |
 | Wraith Band | 17 | 38.64% | 62.0 | 35.29% | -5.45% | +14.71% | -10.29% | -9.38% | 03:42 | -01:29 | 01:56 | 02:44 | 04:36 | 12:12 | 02:40 | 01:58 |
 | Buckler | 3 | 6.82% | 60.0 | 66.67% | +30.08% | +33.33% | 0.00% | 0.00% | 33:06 | 22:38 | 22:38 | 29:34 | 47:05 | 47:05 | 24:27 | 18:06 |
 | Lotus Orb | 3 | 6.82% | 58.0 | 66.67% | +30.08% | +33.33% | 0.00% | 0.00% | 41:38 | 37:12 | 37:12 | 37:16 | 50:25 | 50:25 | 13:13 | 09:47 |
 | Sange | 4 | 9.09% | 56.0 | 50.00% | +12.50% | -50.00% | +50.00% | 0.00% | 28:03 | 25:26 | 25:26 | 25:30 | 29:25 | 31:50 | 03:59 | 02:57 |
 | Heaven's Halberd | 4 | 9.09% | 54.0 | 50.00% | +12.50% | -50.00% | +50.00% | 0.00% | 29:56 | 27:33 | 27:33 | 27:48 | 31:46 | 32:37 | 04:13 | 03:07 |
 | Crimson Guard | 1 | 2.27% | 52.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.27% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:38 | 22:38 | 22:38 | 22:38 | 22:38 | 22:38 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.27% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:46 | 16:46 | 16:46 | 16:46 | 16:46 | 16:46 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.27% | 46.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.27% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.27% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 00:00 | 00:00 |
 | Crown | 5 | 11.36% | 40.0 | 40.00% | +1.54% | +60.00% | -40.00% | -100.00% | 10:07 | 08:54 | 08:54 | 09:42 | 09:45 | 13:17 | 00:51 | 00:37 |
 | Rod of Atos | 5 | 11.36% | 38.0 | 40.00% | +1.54% | +60.00% | -40.00% | -71.43% | 15:09 | 14:05 | 14:05 | 15:18 | 15:29 | 15:41 | 01:24 | 01:02 |
 | Null Talisman | 8 | 18.18% | 36.0 | 25.00% | -16.67% | -25.00% | +25.00% | 50.00% | 03:31 | 02:09 | 03:01 | 03:08 | 03:39 | 05:01 | 00:38 | 00:28 |
 | Glimmer Cape | 2 | 4.55% | 34.0 | 50.00% | +11.90% | +50.00% | 0.00% | 0.00% | 28:08 | 23:37 | 23:37 | 32:39 | 32:39 | 32:39 | 09:02 | 06:41 |
 | Linken's Sphere | 2 | 4.55% | 32.0 | 50.00% | +11.90% | +50.00% | 0.00% | 0.00% | 29:45 | 28:23 | 28:23 | 31:06 | 31:06 | 31:06 | 02:43 | 02:00 |
 | Assault Cuirass | 2 | 4.55% | 30.0 | 50.00% | +11.90% | +50.00% | 0.00% | 0.00% | 39:21 | 31:27 | 31:27 | 47:14 | 47:14 | 47:14 | 15:47 | 11:41 |
 | Aghanim's Scepter | 2 | 4.55% | 28.0 | 50.00% | +11.90% | -50.00% | 0.00% | 0.00% | 42:39 | 38:45 | 38:45 | 46:33 | 46:33 | 46:33 | 07:48 | 05:46 |
 | Bottle | 10 | 22.73% | 26.0 | 20.00% | -24.12% | -20.00% | -20.00% | 0.00% | 01:41 | 01:12 | 01:21 | 01:22 | 02:06 | 02:43 | 00:45 | 00:33 |
 | Yasha | 5 | 11.36% | 24.0 | 20.00% | -21.03% | +80.00% | -20.00% | -10.19% | 20:13 | 13:38 | 13:38 | 16:16 | 23:27 | 32:46 | 09:49 | 07:16 |
 | Manta Style | 5 | 11.36% | 22.0 | 20.00% | -21.03% | +80.00% | -20.00% | -11.03% | 25:15 | 18:16 | 18:16 | 20:41 | 27:20 | 40:11 | 09:04 | 06:42 |
 | Arcane Boots | 1 | 2.27% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 00:00 | 00:00 |
 | Eye of Skadi | 2 | 4.55% | 18.0 | 0.00% | -40.48% | 0.00% | 0.00% | 0.00% | 44:34 | 44:22 | 44:22 | 44:45 | 44:45 | 44:45 | 00:23 | 00:17 |
 | Mjollnir | 1 | 2.27% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.27% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:47 | 1:01:47 | 1:01:47 | 1:01:47 | 1:01:47 | 1:01:47 | 00:00 | 00:00 |
 | Bracer | 1 | 2.27% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.27% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.27% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.27% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:26 | -01:26 | -01:26 | -01:26 | -01:26 | -01:26 | 00:00 | 00:00 |
 | Javelin | 2 | 4.55% | 4.0 | 0.00% | -40.48% | 0.00% | 0.00% | 0.00% | 57:11 | 52:54 | 52:54 | 1:01:27 | 1:01:27 | 1:01:27 | 08:33 | 06:20 |
 | Maelstrom | 1 | 2.27% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 00:00 | 00:00 |