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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 | |
 | Linken's Sphere | 38 | 19.19% | 100.0 | 73.68% | +26.80% | +26.32% | +4.10% | -2.16% | 32:20 | 21:04 | 26:49 | 30:17 | 37:06 | 47:40 | 10:17 | 07:37 |
 | Void Stone | 49 | 24.75% | 97.7 | 69.39% | +23.08% | -2.72% | -2.72% | 0.00% | 31:36 | 20:43 | 27:38 | 31:28 | 35:58 | 44:52 | 08:20 | 06:10 |
 | Cornucopia | 64 | 32.32% | 95.3 | 67.19% | +22.41% | -10.94% | +7.81% | 1.08% | 27:06 | 10:24 | 16:47 | 25:56 | 34:11 | 53:57 | 17:24 | 12:53 |
 | Scythe of Vyse | 51 | 25.76% | 93.0 | 68.63% | +22.37% | +23.68% | -7.09% | -4.33% | 32:54 | 24:13 | 28:52 | 31:40 | 35:58 | 44:52 | 07:06 | 05:15 |
 | Revenant's Brooch | 16 | 8.08% | 90.7 | 81.25% | +31.80% | +18.75% | +18.75% | 0.00% | 43:53 | 27:21 | 36:05 | 44:45 | 50:27 | 1:01:05 | 14:22 | 10:38 |
 | Sange | 161 | 81.31% | 88.4 | 58.39% | +34.07% | +16.61% | -5.89% | -4.25% | 22:09 | 13:43 | 18:55 | 20:52 | 24:13 | 39:05 | 05:18 | 03:55 |
 | Kaya and Sange | 169 | 85.35% | 86.0 | 57.99% | +40.75% | +11.06% | -5.61% | -2.88% | 23:03 | 13:43 | 19:16 | 21:31 | 25:03 | 1:08:54 | 05:47 | 04:17 |
 | Witch Blade | 144 | 72.73% | 83.7 | 54.86% | +10.42% | +22.92% | -7.64% | -6.60% | 17:06 | 12:08 | 14:08 | 15:19 | 18:46 | 44:01 | 04:38 | 03:25 |
 | Chainmail | 143 | 72.22% | 81.4 | 54.55% | +9.10% | +12.12% | -10.11% | -5.34% | 15:58 | 10:35 | 13:06 | 14:12 | 17:16 | 44:01 | 04:10 | 03:05 |
 | Kaya | 188 | 94.95% | 79.1 | 53.19% | +23.19% | +4.26% | -14.89% | -4.54% | 17:48 | 10:22 | 15:17 | 17:21 | 19:30 | 32:08 | 04:13 | 03:07 |
 | Black King Bar | 114 | 57.58% | 76.7 | 55.26% | +7.64% | -0.09% | +1.88% | 0.33% | 27:51 | 18:18 | 23:56 | 26:30 | 29:53 | 50:29 | 05:57 | 04:24 |
 | Aghanim's Shard | 38 | 19.19% | 74.4 | 63.16% | +13.78% | -3.16% | -7.60% | -0.42% | 38:41 | 19:18 | 33:12 | 37:18 | 43:45 | 1:05:16 | 10:33 | 07:48 |
 | Magic Wand | 193 | 97.47% | 72.1 | 52.33% | +12.33% | -0.25% | +1.84% | 0.51% | 06:27 | 00:49 | 04:05 | 05:41 | 08:13 | 18:16 | 04:08 | 03:03 |
 | Power Treads | 198 | 100.00% | 69.8 | 52.02% | +52.02% | -0.02% | -19.37% | -8.35% | 09:13 | 05:13 | 08:01 | 09:19 | 10:20 | 16:30 | 02:19 | 01:42 |
 | Bottle | 198 | 100.00% | 67.4 | 52.02% | +52.02% | +13.98% | -13.24% | -27.22% | 01:19 | 00:29 | 01:09 | 01:15 | 01:24 | 06:36 | 00:15 | 00:11 |
 | Magic Stick | 198 | 100.00% | 65.1 | 52.02% | +52.02% | +11.98% | -3.04% | -13.25% | 03:23 | -01:29 | 02:03 | 02:16 | 03:11 | 15:00 | 01:08 | 00:50 |
 | Boots of Speed | 198 | 100.00% | 62.8 | 52.02% | +52.02% | +3.98% | -15.29% | -7.46% | 06:14 | 01:17 | 05:01 | 06:26 | 07:36 | 09:42 | 02:35 | 01:54 |
 | Falcon Blade | 168 | 84.85% | 60.5 | 51.79% | -1.54% | +12.50% | -4.17% | -8.62% | 06:49 | 03:54 | 05:42 | 06:26 | 07:38 | 11:52 | 01:56 | 01:25 |
 | Fluffy Hat | 168 | 84.85% | 58.1 | 51.79% | -1.54% | +2.97% | +2.97% | 0.00% | 05:36 | 01:04 | 04:31 | 05:12 | 06:31 | 11:13 | 02:00 | 01:28 |
 | Bloodstone | 7 | 3.54% | 55.8 | 85.71% | +34.92% | +14.29% | -35.71% | 0.00% | 40:42 | 23:25 | 37:46 | 40:56 | 41:53 | 54:43 | 04:07 | 03:02 |
 | Aghanim's Scepter | 58 | 29.29% | 53.5 | 48.28% | -5.29% | -1.61% | -5.42% | -0.46% | 36:07 | 26:20 | 31:32 | 35:52 | 39:48 | 52:41 | 08:16 | 06:07 |
 | Orchid Malevolence | 26 | 13.13% | 51.2 | 53.85% | +2.11% | +17.58% | -3.85% | -3.06% | 19:15 | 13:52 | 15:51 | 16:39 | 22:51 | 34:11 | 07:00 | 05:11 |
 | Boots of Travel 2 | 3 | 1.52% | 48.8 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 47:04 | 41:10 | 41:10 | 43:50 | 56:11 | 56:11 | 15:01 | 11:07 |
 | Shiva's Guard | 17 | 8.59% | 46.5 | 47.06% | -5.43% | +2.94% | +27.94% | 2.55% | 35:18 | 25:48 | 28:35 | 35:34 | 38:23 | 45:58 | 09:48 | 07:15 |
 | Javelin | 4 | 2.02% | 44.2 | 75.00% | +23.45% | +25.00% | -75.00% | 0.00% | 38:38 | 29:02 | 29:02 | 33:27 | 42:55 | 49:06 | 13:53 | 10:17 |
 | Yasha and Kaya | 2 | 1.01% | 41.9 | 100.00% | +48.47% | 0.00% | 0.00% | 0.00% | 22:17 | 19:45 | 19:45 | 24:49 | 24:49 | 24:49 | 05:04 | 03:45 |
 | Boots of Travel | 2 | 1.01% | 39.5 | 100.00% | +48.47% | 0.00% | 0.00% | 0.00% | 42:08 | 34:09 | 34:09 | 50:07 | 50:07 | 50:07 | 15:58 | 11:49 |
 | Dagon (level 2) | 2 | 1.01% | 37.2 | 100.00% | +48.47% | 0.00% | 0.00% | 0.00% | 47:16 | 44:40 | 44:40 | 49:51 | 49:51 | 49:51 | 05:11 | 03:50 |
 | Mjollnir | 2 | 1.01% | 34.9 | 100.00% | +48.47% | 0.00% | 0.00% | 0.00% | 33:25 | 31:39 | 31:39 | 35:10 | 35:10 | 35:10 | 03:31 | 02:36 |
 | Ethereal Blade | 2 | 1.01% | 32.6 | 100.00% | +48.47% | 0.00% | 0.00% | 0.00% | 51:03 | 39:00 | 39:00 | 1:03:05 | 1:03:05 | 1:03:05 | 24:05 | 17:50 |
 | Null Talisman | 12 | 6.06% | 30.2 | 41.67% | -11.02% | +25.00% | -41.67% | 0.00% | 11:38 | 04:14 | 07:12 | 08:18 | 10:53 | 28:35 | 03:41 | 02:43 |
 | Maelstrom | 5 | 2.53% | 27.9 | 60.00% | +8.19% | +40.00% | -60.00% | 0.00% | 39:36 | 29:02 | 29:02 | 42:55 | 43:06 | 49:30 | 14:04 | 10:25 |
 | Refresher Orb | 5 | 2.53% | 25.6 | 60.00% | +8.19% | +40.00% | +40.00% | 0.00% | 45:42 | 33:26 | 33:26 | 49:14 | 49:22 | 51:54 | 15:56 | 11:48 |
 | Bloodthorn | 3 | 1.52% | 23.3 | 66.67% | +14.88% | +33.33% | 0.00% | 0.00% | 37:20 | 30:52 | 30:52 | 34:25 | 46:42 | 46:42 | 15:50 | 11:43 |
 | Ghost Scepter | 3 | 1.52% | 20.9 | 66.67% | +14.88% | +33.33% | 0.00% | 0.00% | 47:14 | 38:49 | 38:49 | 39:47 | 1:03:05 | 1:03:05 | 24:16 | 17:58 |
 | Mage Slayer | 3 | 1.52% | 18.6 | 66.67% | +14.88% | -66.67% | 0.00% | 0.00% | 31:16 | 18:18 | 18:18 | 30:23 | 45:06 | 45:06 | 26:48 | 19:51 |
 | Nullifier | 1 | 0.51% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:48 | 53:48 | 53:48 | 53:48 | 53:48 | 53:48 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.51% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:15 | 58:15 | 58:15 | 58:15 | 58:15 | 58:15 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.51% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 00:00 | 00:00 |
 | Yasha | 1 | 0.51% | 9.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.51% | 7.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:17 | 51:17 | 51:17 | 51:17 | 51:17 | 51:17 | 00:00 | 00:00 |
 | Aghanim's Blessing | 5 | 2.53% | 4.7 | 40.00% | -12.33% | -40.00% | -40.00% | 0.00% | 54:17 | 47:22 | 47:22 | 51:54 | 54:00 | 1:07:04 | 06:38 | 04:54 |
 | Armlet of Mordiggian | 1 | 0.51% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:32 | 35:32 | 35:32 | 35:32 | 35:32 | 35:32 | 00:00 | 00:00 |