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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 | |
 | Scythe of Vyse | 22 | 64.71% | 100.0 | 63.64% | +46.97% | +3.03% | -3.64% | -0.91% | 32:54 | 23:52 | 28:38 | 31:42 | 35:57 | 45:45 | 07:19 | 05:25 |
 | Black King Bar | 27 | 79.41% | 97.3 | 59.26% | +59.26% | +26.45% | -2.12% | -4.55% | 24:03 | 17:57 | 19:51 | 22:35 | 26:08 | 44:20 | 06:17 | 04:39 |
 | Octarine Core | 6 | 17.65% | 94.6 | 83.33% | +44.04% | +16.67% | +16.67% | 0.00% | 38:49 | 32:39 | 38:02 | 39:06 | 41:08 | 41:46 | 03:06 | 02:17 |
 | Aether Lens | 6 | 17.65% | 91.9 | 83.33% | +44.04% | +16.67% | +16.67% | 0.00% | 38:04 | 32:22 | 34:13 | 38:38 | 41:08 | 41:46 | 06:55 | 05:07 |
 | Void Stone | 22 | 64.71% | 89.2 | 59.09% | +34.09% | -9.09% | +0.91% | 1.17% | 29:41 | 15:30 | 26:34 | 30:11 | 35:06 | 41:12 | 08:32 | 06:19 |
 | Aghanim's Shard | 19 | 55.88% | 86.5 | 57.89% | +24.56% | +22.11% | +2.11% | -2.76% | 30:09 | 18:58 | 25:37 | 29:28 | 32:52 | 53:27 | 07:15 | 05:22 |
 | Hand of Midas | 25 | 73.53% | 83.8 | 52.00% | +18.67% | +14.67% | +14.67% | 0.00% | 11:21 | 07:06 | 07:59 | 11:02 | 12:32 | 20:58 | 04:33 | 03:22 |
 | Magic Wand | 26 | 76.47% | 81.1 | 50.00% | +12.50% | -7.14% | 0.00% | 0.95% | 06:28 | 00:39 | 02:32 | 05:06 | 10:05 | 14:48 | 07:33 | 05:35 |
 | Boots of Speed | 34 | 100.00% | 78.4 | 47.06% | +47.06% | -13.73% | +15.44% | 9.89% | 05:11 | 02:01 | 03:41 | 04:54 | 06:38 | 08:48 | 02:57 | 02:11 |
 | Magic Stick | 31 | 91.18% | 75.7 | 45.16% | -21.51% | -20.16% | +17.34% | 10.47% | 02:38 | -01:29 | 00:06 | 01:24 | 03:41 | 14:19 | 03:35 | 02:39 |
 | Blink Dagger | 23 | 67.65% | 73.0 | 47.83% | +2.38% | +18.84% | -14.50% | -6.99% | 20:57 | 13:35 | 16:59 | 20:10 | 21:45 | 35:41 | 04:46 | 03:31 |
 | Power Treads | 6 | 17.65% | 70.3 | 66.67% | +23.81% | +33.33% | +33.33% | 0.00% | 05:36 | 04:29 | 04:45 | 05:22 | 05:55 | 07:24 | 01:10 | 00:51 |
 | Spirit Vessel | 6 | 17.65% | 67.6 | 66.67% | +23.81% | +33.33% | +33.33% | 0.00% | 12:58 | 10:07 | 11:10 | 12:52 | 14:03 | 16:34 | 02:53 | 02:08 |
 | Wind Lace | 6 | 17.65% | 64.9 | 66.67% | +23.81% | -16.67% | -66.67% | 0.00% | 10:41 | 08:07 | 08:45 | 08:46 | 13:46 | 14:35 | 05:01 | 03:42 |
 | Boots of Travel | 21 | 61.76% | 62.2 | 42.86% | -10.99% | -2.86% | +17.14% | 1.62% | 34:23 | 13:47 | 27:19 | 35:09 | 39:41 | 49:16 | 12:22 | 09:09 |
 | Drum of Endurance | 4 | 11.76% | 59.5 | 75.00% | +31.67% | -75.00% | +25.00% | 0.00% | 09:48 | 08:46 | 08:46 | 09:00 | 09:45 | 11:39 | 00:59 | 00:43 |
 | Linken's Sphere | 2 | 5.88% | 56.8 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 38:54 | 30:15 | 30:15 | 47:32 | 47:32 | 47:32 | 17:17 | 12:48 |
 | Boots of Travel 2 | 2 | 5.88% | 54.1 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 43:20 | 38:10 | 38:10 | 48:29 | 48:29 | 48:29 | 10:19 | 07:38 |
 | Ring of Protection | 11 | 32.35% | 51.4 | 45.45% | -2.38% | -12.12% | -12.12% | 0.00% | 04:31 | 01:42 | 03:06 | 04:13 | 04:43 | 10:39 | 01:37 | 01:11 |
 | Urn of Shadows | 11 | 32.35% | 48.6 | 45.45% | -2.38% | -12.12% | -45.45% | -14.60% | 06:07 | 03:35 | 04:33 | 05:39 | 06:50 | 12:20 | 02:17 | 01:41 |
 | Ring of Health | 5 | 14.71% | 45.9 | 60.00% | +15.17% | +40.00% | -60.00% | 0.00% | 46:18 | 30:00 | 30:00 | 47:15 | 50:47 | 59:53 | 20:47 | 15:23 |
 | Null Talisman | 15 | 44.12% | 43.2 | 33.33% | -24.56% | +16.67% | -8.33% | -7.61% | 03:35 | 00:37 | 01:33 | 02:40 | 04:50 | 08:42 | 03:17 | 02:25 |
 | Refresher Orb | 4 | 11.76% | 40.5 | 50.00% | +3.33% | +50.00% | -50.00% | 0.00% | 51:22 | 43:35 | 43:35 | 50:47 | 51:08 | 59:58 | 07:33 | 05:35 |
 | Force Staff | 4 | 11.76% | 37.8 | 50.00% | +3.33% | +50.00% | -50.00% | 0.00% | 19:23 | 14:23 | 14:23 | 19:16 | 21:38 | 22:13 | 07:15 | 05:22 |
 | Fluffy Hat | 4 | 11.76% | 35.1 | 50.00% | +3.33% | +50.00% | -50.00% | 0.00% | 16:54 | 12:41 | 12:41 | 15:05 | 17:54 | 21:57 | 05:13 | 03:51 |
 | Witch Blade | 9 | 26.47% | 32.4 | 33.33% | -18.67% | +16.67% | +16.67% | 0.00% | 16:14 | 11:28 | 12:05 | 14:59 | 21:13 | 21:31 | 09:08 | 06:45 |
 | Chainmail | 10 | 29.41% | 29.7 | 30.00% | -24.17% | -30.00% | +20.00% | 4.78% | 13:18 | 05:09 | 09:12 | 10:58 | 19:39 | 21:14 | 10:27 | 07:44 |
 | Overwhelming Blink | 1 | 2.94% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:35 | 39:35 | 39:35 | 39:35 | 39:35 | 39:35 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.94% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 2.94% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 2.94% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 5.88% | 16.2 | 50.00% | +3.12% | +50.00% | 0.00% | 0.00% | 41:43 | 31:30 | 31:30 | 51:55 | 51:55 | 51:55 | 20:25 | 15:07 |
 | Aghanim's Blessing | 2 | 5.88% | 13.5 | 50.00% | +3.12% | +50.00% | 0.00% | 0.00% | 59:44 | 57:45 | 57:45 | 1:01:42 | 1:01:42 | 1:01:42 | 03:57 | 02:55 |
 | Aghanim's Scepter | 4 | 11.76% | 10.8 | 25.00% | -25.00% | -25.00% | +75.00% | 0.00% | 41:12 | 18:28 | 18:28 | 37:54 | 50:40 | 57:45 | 32:12 | 23:51 |
 | Quelling Blade | 1 | 2.94% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 00:00 | 00:00 |
 | Phase Boots | 2 | 5.88% | 5.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 08:43 | 08:41 | 08:41 | 08:44 | 08:44 | 08:44 | 00:03 | 00:02 |
 | Orchid Malevolence | 1 | 2.94% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:01 | 19:01 | 19:01 | 19:01 | 19:01 | 19:01 | 00:00 | 00:00 |