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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 | 40 | 19.70% | 100.0 | 82.50% | +39.56% | +17.50% | -2.50% | -2.23% | 34:13 | 23:27 | 29:08 | 33:44 | 38:05 | 55:31 | 08:57 | 06:37 |
 | Cornucopia | 22 | 10.84% | 98.1 | 81.82% | +34.86% | +1.51% | +18.18% | 1.14% | 30:20 | 14:14 | 22:30 | 25:14 | 37:09 | 56:19 | 14:39 | 10:51 |
 | Void Stone | 62 | 30.54% | 96.2 | 69.35% | +26.80% | -6.85% | +3.98% | 1.52% | 30:58 | 11:27 | 27:29 | 31:59 | 34:37 | 43:32 | 07:08 | 05:17 |
 | Kaya and Sange | 139 | 68.47% | 94.3 | 58.99% | +26.18% | +15.30% | -7.56% | -2.80% | 24:28 | 12:52 | 19:30 | 22:25 | 27:39 | 54:20 | 08:09 | 06:02 |
 | Sange | 138 | 67.98% | 92.5 | 58.70% | +24.85% | +15.59% | -5.76% | -2.60% | 24:04 | 12:26 | 19:17 | 21:59 | 27:29 | 54:20 | 08:12 | 06:04 |
 | Linken's Sphere | 32 | 15.76% | 90.6 | 68.75% | +21.38% | +18.75% | -18.75% | -3.56% | 32:32 | 18:58 | 27:05 | 32:30 | 37:37 | 53:59 | 10:32 | 07:48 |
 | Kaya | 178 | 87.68% | 88.7 | 55.62% | +39.62% | +8.82% | -3.35% | -1.43% | 19:29 | 09:59 | 15:19 | 18:07 | 23:51 | 54:20 | 08:32 | 06:19 |
 | Chainmail | 165 | 81.28% | 86.8 | 53.94% | +17.10% | +7.04% | -10.04% | -6.21% | 14:14 | 07:34 | 12:17 | 13:26 | 15:02 | 32:25 | 02:45 | 02:02 |
 | Witch Blade | 163 | 80.30% | 84.9 | 53.37% | +13.37% | +19.80% | -7.03% | -9.31% | 15:32 | 10:31 | 13:26 | 14:50 | 16:19 | 32:37 | 02:53 | 02:08 |
 | Magic Wand | 190 | 93.60% | 83.0 | 52.11% | +21.34% | +2.06% | -1.05% | -0.63% | 07:12 | -01:29 | 04:23 | 06:21 | 09:20 | 26:09 | 04:57 | 03:40 |
 | Power Treads | 188 | 92.61% | 81.1 | 52.13% | +18.80% | -3.19% | -13.83% | -4.20% | 08:25 | 04:39 | 07:00 | 08:05 | 09:32 | 24:10 | 02:32 | 01:52 |
 | Magic Stick | 200 | 98.52% | 79.2 | 51.50% | +51.50% | +2.50% | +4.50% | 0.71% | 03:48 | -01:30 | 01:55 | 02:14 | 04:43 | 15:27 | 02:48 | 02:04 |
 | Bloodstone | 8 | 3.94% | 77.4 | 87.50% | +38.27% | +12.50% | -37.50% | -3.98% | 33:40 | 23:29 | 23:39 | 33:18 | 36:13 | 50:14 | 12:34 | 09:18 |
 | Bottle | 202 | 99.51% | 75.5 | 50.99% | +50.99% | +11.76% | -8.99% | -20.75% | 01:22 | 00:01 | 01:07 | 01:14 | 01:21 | 08:16 | 00:14 | 00:10 |
 | Boots of Speed | 203 | 100.00% | 73.6 | 50.74% | +50.74% | +10.04% | -7.60% | -6.53% | 04:38 | -01:30 | 03:31 | 04:45 | 06:13 | 09:34 | 02:42 | 02:00 |
 | Aghanim's Blessing | 5 | 2.46% | 71.7 | 100.00% | +50.51% | 0.00% | 0.00% | 0.00% | 59:23 | 42:35 | 42:35 | 1:02:38 | 1:09:30 | 1:12:02 | 26:55 | 19:56 |
 | Black King Bar | 137 | 67.49% | 69.8 | 49.64% | -3.39% | +18.01% | -5.52% | -3.83% | 25:25 | 16:54 | 21:46 | 24:14 | 27:55 | 42:41 | 06:09 | 04:33 |
 | Aghanim's Scepter | 66 | 32.51% | 67.9 | 53.03% | +3.39% | -0.09% | +3.22% | 0.39% | 37:11 | 27:24 | 32:08 | 35:59 | 40:42 | 56:18 | 08:34 | 06:20 |
 | Fluffy Hat | 127 | 62.56% | 66.0 | 47.24% | -9.34% | +9.01% | -19.11% | -8.44% | 06:11 | -00:10 | 04:22 | 05:47 | 07:42 | 16:56 | 03:20 | 02:28 |
 | Falcon Blade | 126 | 62.07% | 64.2 | 46.83% | -10.31% | +15.67% | -17.80% | -8.69% | 07:14 | 00:27 | 05:26 | 06:44 | 09:17 | 14:12 | 03:51 | 02:51 |
 | Ghost Scepter | 4 | 1.97% | 62.3 | 100.00% | +50.25% | 0.00% | 0.00% | 0.00% | 40:19 | 21:51 | 21:51 | 26:44 | 54:52 | 57:48 | 33:01 | 24:27 |
 | Ethereal Blade | 4 | 1.97% | 60.4 | 100.00% | +50.25% | 0.00% | 0.00% | 0.00% | 41:19 | 23:08 | 23:08 | 29:11 | 55:01 | 57:54 | 31:53 | 23:37 |
 | Null Talisman | 18 | 8.87% | 58.5 | 61.11% | +11.38% | -21.11% | -11.11% | 3.41% | 07:47 | 03:05 | 04:12 | 05:11 | 07:08 | 26:09 | 02:56 | 02:10 |
 | Shiva's Guard | 13 | 6.40% | 56.6 | 61.54% | +11.54% | +5.13% | +5.13% | 0.00% | 39:07 | 28:16 | 31:24 | 37:35 | 43:22 | 53:35 | 11:58 | 08:51 |
 | Aghanim's Shard | 32 | 15.76% | 54.7 | 46.88% | -4.58% | +15.62% | +3.12% | -0.74% | 36:45 | 17:00 | 27:03 | 35:54 | 43:59 | 51:42 | 16:56 | 12:32 |
 | Refresher Orb | 9 | 4.43% | 52.8 | 66.67% | +16.67% | -66.67% | +33.33% | 6.15% | 51:43 | 42:40 | 43:20 | 51:26 | 59:35 | 1:03:13 | 16:15 | 12:02 |
 | Ring of Health | 19 | 9.36% | 50.9 | 52.63% | +2.09% | +27.37% | -12.63% | -3.20% | 36:10 | 15:31 | 29:37 | 34:30 | 42:06 | 1:03:12 | 12:29 | 09:14 |
 | Blink Dagger | 7 | 3.45% | 49.1 | 57.14% | +6.63% | -7.14% | -7.14% | 0.00% | 34:02 | 22:43 | 31:17 | 34:02 | 34:35 | 47:51 | 03:18 | 02:26 |
 | Boots of Travel | 7 | 3.45% | 47.2 | 57.14% | +6.63% | -7.14% | -7.14% | 0.00% | 34:37 | 20:43 | 22:44 | 30:02 | 40:36 | 52:29 | 17:52 | 13:14 |
 | Revenant's Brooch | 5 | 2.46% | 45.3 | 60.00% | +9.49% | +40.00% | -60.00% | 0.00% | 43:45 | 32:28 | 32:28 | 42:03 | 51:40 | 53:24 | 19:12 | 14:13 |
 | Javelin | 3 | 1.48% | 43.4 | 66.67% | +16.17% | -66.67% | 0.00% | 0.00% | 47:00 | 42:38 | 42:38 | 45:54 | 52:29 | 52:29 | 09:51 | 07:17 |
 | Orchid Malevolence | 11 | 5.42% | 41.5 | 36.36% | -15.20% | -3.03% | -3.03% | 0.00% | 22:34 | 12:31 | 16:59 | 23:16 | 25:30 | 34:36 | 08:31 | 06:18 |
 | Arcane Boots | 12 | 5.91% | 39.6 | 33.33% | -18.50% | +33.34% | -33.33% | -66.67% | 06:38 | 05:29 | 06:08 | 06:29 | 06:46 | 08:17 | 00:38 | 00:28 |
 | Ring of Protection | 1 | 0.49% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.49% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.49% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Headdress | 1 | 0.49% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.49% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:55 | 16:55 | 16:55 | 16:55 | 16:55 | 16:55 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.49% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.49% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.49% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.49% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.49% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.49% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Desolator | 1 | 0.49% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 00:00 | 00:00 |
 | Buckler | 1 | 0.49% | 15.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 00:00 | 00:00 |
 | Mjollnir | 2 | 0.99% | 13.2 | 50.00% | -0.75% | -50.00% | 0.00% | 0.00% | 44:55 | 43:20 | 43:20 | 46:29 | 46:29 | 46:29 | 03:09 | 02:20 |
 | Boots of Travel 2 | 2 | 0.99% | 11.3 | 50.00% | -0.75% | -50.00% | 0.00% | 0.00% | 1:08:24 | 1:04:55 | 1:04:55 | 1:11:52 | 1:11:52 | 1:11:52 | 06:57 | 05:08 |
 | Maelstrom | 2 | 0.99% | 9.4 | 50.00% | -0.75% | -50.00% | 0.00% | 0.00% | 44:16 | 42:38 | 42:38 | 45:54 | 45:54 | 45:54 | 03:16 | 02:25 |
 | Hand of Midas | 2 | 0.99% | 7.5 | 0.00% | -51.24% | 0.00% | 0.00% | 0.00% | 12:28 | 11:19 | 11:19 | 13:37 | 13:37 | 13:37 | 02:18 | 01:42 |
 | Manta Style | 1 | 0.49% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.49% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:51 | 47:51 | 47:51 | 47:51 | 47:51 | 47:51 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 0.99% | 1.9 | 0.00% | -51.24% | 0.00% | 0.00% | 0.00% | 50:20 | 42:19 | 42:19 | 58:20 | 58:20 | 58:20 | 16:01 | 11:51 |