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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 | |
 | Aghanim's Scepter | 4 | 4.94% | 100.0 | 100.00% | +64.94% | 0.00% | 0.00% | 0.00% | 47:00 | 36:59 | 36:59 | 40:29 | 54:35 | 55:56 | 17:36 | 13:02 |
 | Overwhelming Blink | 8 | 9.88% | 98.1 | 75.00% | +40.75% | +25.00% | +25.00% | 0.00% | 43:56 | 35:54 | 36:01 | 43:36 | 46:23 | 54:06 | 10:22 | 07:40 |
 | Aghanim's Shard | 46 | 56.79% | 96.2 | 50.00% | +27.14% | +8.33% | -4.55% | -2.09% | 24:16 | 20:00 | 20:20 | 22:29 | 26:29 | 40:27 | 06:09 | 04:33 |
 | Manta Style | 44 | 54.32% | 94.2 | 50.00% | +25.68% | -4.55% | +13.64% | 2.42% | 20:15 | 13:29 | 15:47 | 17:09 | 23:18 | 41:33 | 07:31 | 05:34 |
 | Yasha | 47 | 58.02% | 92.3 | 48.94% | +25.41% | -15.61% | +17.73% | 5.18% | 16:53 | 09:20 | 11:30 | 13:23 | 17:56 | 47:22 | 06:26 | 04:45 |
 | Buckler | 15 | 18.52% | 90.4 | 60.00% | +26.67% | +15.00% | -10.00% | -6.10% | 34:23 | 28:55 | 31:28 | 32:37 | 35:34 | 42:22 | 04:06 | 03:02 |
 | Assault Cuirass | 13 | 16.05% | 88.5 | 61.54% | +27.72% | +5.13% | +5.13% | 0.00% | 35:11 | 31:02 | 32:12 | 33:19 | 36:07 | 43:12 | 03:55 | 02:54 |
 | Void Stone | 3 | 3.70% | 86.5 | 100.00% | +64.10% | 0.00% | 0.00% | 0.00% | 41:47 | 36:49 | 36:49 | 44:03 | 44:28 | 44:28 | 07:39 | 05:40 |
 | Moon Shard | 3 | 3.70% | 84.6 | 100.00% | +64.10% | 0.00% | 0.00% | 0.00% | 49:14 | 45:19 | 45:19 | 49:07 | 53:16 | 53:16 | 07:57 | 05:53 |
 | Ring of Protection | 42 | 51.85% | 82.7 | 45.24% | +14.47% | +9.31% | +14.76% | 0.18% | 08:01 | -01:30 | -01:29 | -01:29 | 31:10 | 42:22 | 32:39 | 24:11 |
 | Blink Dagger | 81 | 100.00% | 80.8 | 38.27% | +38.27% | +11.73% | -13.27% | -4.40% | 14:25 | 09:23 | 11:18 | 13:08 | 16:59 | 26:04 | 05:41 | 04:12 |
 | Boots of Speed | 81 | 100.00% | 78.8 | 38.27% | +38.27% | +1.73% | +16.73% | 7.83% | 07:00 | 01:39 | 06:13 | 07:08 | 08:08 | 11:01 | 01:55 | 01:25 |
 | Black King Bar | 60 | 74.07% | 76.9 | 40.00% | +6.67% | -6.67% | +6.67% | 2.46% | 28:49 | 21:50 | 26:15 | 27:56 | 31:41 | 40:08 | 05:26 | 04:01 |
 | Ring of Health | 79 | 97.53% | 75.0 | 37.97% | -12.03% | +12.03% | +2.03% | -10.00% | 03:31 | 01:58 | 02:55 | 03:22 | 03:52 | 09:02 | 00:57 | 00:42 |
 | Vanguard | 76 | 93.83% | 73.1 | 38.16% | -1.84% | +14.47% | +14.47% | 0.00% | 06:22 | 04:45 | 05:35 | 06:15 | 06:58 | 08:58 | 01:23 | 01:01 |
 | Quelling Blade | 77 | 95.06% | 71.2 | 37.66% | -12.34% | -0.82% | -0.82% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 00:48 | 00:00 | 00:00 |
 | Magic Stick | 67 | 82.72% | 69.2 | 37.31% | -5.55% | -2.02% | +27.40% | 4.02% | 03:50 | -01:30 | -01:29 | 01:22 | 08:48 | 15:02 | 10:17 | 07:37 |
 | Magic Wand | 58 | 71.60% | 67.3 | 37.93% | -1.20% | -11.26% | +12.07% | 4.70% | 11:36 | 06:32 | 08:42 | 10:49 | 13:40 | 22:32 | 04:58 | 03:40 |
 | Wind Lace | 23 | 28.40% | 65.4 | 43.48% | +7.27% | -10.15% | -10.15% | 0.00% | 08:00 | -01:29 | 06:34 | 08:03 | 09:01 | 18:31 | 02:27 | 01:48 |
 | Bracer | 4 | 4.94% | 63.5 | 75.00% | +38.64% | -75.00% | +25.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 2.47% | 61.5 | 100.00% | +63.29% | 0.00% | 0.00% | 0.00% | 55:16 | 54:35 | 54:35 | 55:56 | 55:56 | 55:56 | 01:21 | 01:00 |
 | Orb of Venom | 2 | 2.47% | 59.6 | 100.00% | +63.29% | 0.00% | 0.00% | 0.00% | -01:27 | -01:29 | -01:29 | -01:24 | -01:24 | -01:24 | 00:05 | 00:03 |
 | Skull Basher | 7 | 8.64% | 57.7 | 57.14% | +20.65% | -7.14% | -7.14% | 0.00% | 42:46 | 39:47 | 39:56 | 42:24 | 42:37 | 49:19 | 02:41 | 01:59 |
 | Abyssal Blade | 7 | 8.64% | 55.8 | 57.14% | +20.65% | +42.86% | -7.14% | -30.00% | 43:51 | 40:34 | 42:06 | 43:18 | 43:46 | 49:28 | 01:40 | 01:14 |
 | Aeon Disk | 5 | 6.17% | 53.8 | 60.00% | +23.16% | +40.00% | +40.00% | 0.00% | 45:58 | 34:56 | 34:56 | 45:15 | 46:57 | 1:07:38 | 12:01 | 08:54 |
 | Hood of Defiance | 9 | 11.11% | 51.9 | 44.44% | +6.94% | +5.56% | +5.56% | 0.00% | 15:47 | 06:09 | 08:08 | 17:49 | 19:33 | 20:40 | 11:25 | 08:27 |
 | Fluffy Hat | 6 | 7.41% | 50.0 | 50.00% | +12.67% | -50.00% | -50.00% | 0.00% | 24:23 | 12:37 | 16:10 | 18:12 | 32:43 | 34:34 | 16:33 | 12:15 |
 | Phase Boots | 10 | 12.35% | 48.1 | 40.00% | +1.97% | -6.67% | +10.00% | 1.46% | 15:49 | 06:45 | 09:20 | 15:13 | 20:43 | 29:09 | 11:23 | 08:25 |
 | Chainmail | 25 | 30.86% | 46.2 | 28.00% | -14.86% | +22.00% | -11.33% | -4.29% | 17:52 | 02:19 | 13:40 | 16:43 | 21:26 | 37:27 | 07:46 | 05:45 |
 | Tranquil Boots | 3 | 3.70% | 44.2 | 66.67% | +29.49% | +33.33% | 0.00% | 0.00% | 12:44 | 09:16 | 09:16 | 12:42 | 16:13 | 16:13 | 06:57 | 05:08 |
 | Scythe of Vyse | 1 | 1.23% | 42.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.23% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.23% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.23% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:49 | 38:49 | 38:49 | 38:49 | 38:49 | 38:49 | 00:00 | 00:00 |
 | Blade Mail | 18 | 22.22% | 34.6 | 22.22% | -20.64% | +17.78% | -22.22% | -3.83% | 24:17 | 14:29 | 17:32 | 21:11 | 27:58 | 41:03 | 10:26 | 07:43 |
 | Force Staff | 5 | 6.17% | 32.7 | 40.00% | +1.84% | -40.00% | -40.00% | 0.00% | 25:45 | 20:00 | 20:00 | 21:50 | 32:01 | 34:34 | 12:01 | 08:54 |
 | Helm of Iron Will | 5 | 6.17% | 30.8 | 40.00% | +1.84% | -40.00% | -40.00% | 0.00% | 29:22 | 17:25 | 17:25 | 22:37 | 32:20 | 56:09 | 14:55 | 11:02 |
 | Crimson Guard | 3 | 3.70% | 28.8 | 33.33% | -5.13% | -33.33% | 0.00% | 0.00% | 20:45 | 17:25 | 17:25 | 18:40 | 26:09 | 26:09 | 08:44 | 06:28 |
 | Heaven's Halberd | 3 | 3.70% | 26.9 | 33.33% | -5.13% | -33.33% | 0.00% | 0.00% | 35:52 | 25:19 | 25:19 | 34:44 | 47:33 | 47:33 | 22:14 | 16:28 |
 | Eye of Skadi | 3 | 3.70% | 25.0 | 33.33% | -5.13% | +66.67% | 0.00% | 0.00% | 38:22 | 30:08 | 30:08 | 32:56 | 52:01 | 52:01 | 21:53 | 16:12 |
 | Sange | 4 | 4.94% | 23.1 | 25.00% | -13.96% | -25.00% | +75.00% | 0.00% | 32:22 | 23:35 | 23:35 | 23:38 | 34:43 | 47:33 | 11:08 | 08:14 |
 | Headdress | 1 | 1.23% | 21.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 2.47% | 19.2 | 0.00% | -39.24% | 0.00% | 0.00% | 0.00% | 45:40 | 44:40 | 44:40 | 46:39 | 46:39 | 46:39 | 01:59 | 01:28 |
 | Bloodthorn | 2 | 2.47% | 17.3 | 0.00% | -39.24% | 0.00% | 0.00% | 0.00% | 36:54 | 36:30 | 36:30 | 37:18 | 37:18 | 37:18 | 00:48 | 00:35 |
 | Pipe of Insight | 1 | 1.23% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 00:00 | 00:00 |
 | Crown | 1 | 1.23% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:45 | 46:45 | 46:45 | 46:45 | 46:45 | 46:45 | 00:00 | 00:00 |
 | Shadow Blade | 3 | 3.70% | 11.5 | 0.00% | -39.74% | 0.00% | 0.00% | 0.00% | 36:36 | 32:58 | 32:58 | 33:32 | 43:18 | 43:18 | 10:20 | 07:39 |
 | Nullifier | 1 | 1.23% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:52 | 57:52 | 57:52 | 57:52 | 57:52 | 57:52 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 2.47% | 7.7 | 0.00% | -39.24% | 0.00% | 0.00% | 0.00% | 36:09 | 35:45 | 35:45 | 36:32 | 36:32 | 36:32 | 00:47 | 00:34 |
 | Swift Blink | 2 | 2.47% | 5.8 | 0.00% | -39.24% | 0.00% | 0.00% | 0.00% | 43:55 | 43:13 | 43:13 | 44:36 | 44:36 | 44:36 | 01:23 | 01:01 |
 | Arcane Blink | 1 | 1.23% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:28 | 1:05:28 | 1:05:28 | 1:05:28 | 1:05:28 | 1:05:28 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.23% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:06 | 03:06 | 03:06 | 03:06 | 03:06 | 03:06 | 00:00 | 00:00 |