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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 | 17 | 13.08% | 100.0 | 70.59% | +26.34% | +4.41% | +29.41% | 3.66% | 15:10 | 05:29 | 11:54 | 14:12 | 18:44 | 23:30 | 06:50 | 05:03 |
 | Scythe of Vyse | 32 | 24.62% | 97.9 | 62.50% | +19.64% | +25.00% | -25.00% | -8.02% | 35:51 | 26:02 | 31:40 | 34:34 | 37:54 | 57:16 | 06:14 | 04:37 |
 | Spirit Vessel | 72 | 55.38% | 95.7 | 54.17% | +14.51% | +23.61% | -15.28% | -15.56% | 12:41 | 10:11 | 11:21 | 12:18 | 13:51 | 17:44 | 02:30 | 01:51 |
 | Void Stone | 78 | 60.00% | 93.6 | 51.28% | +8.97% | +8.72% | -9.17% | -1.68% | 31:31 | 13:45 | 26:02 | 32:26 | 36:40 | 52:29 | 10:38 | 07:52 |
 | Magic Wand | 85 | 65.38% | 91.5 | 50.59% | +8.37% | -2.97% | +1.79% | 0.91% | 06:25 | 00:28 | 03:07 | 05:41 | 08:20 | 19:08 | 05:13 | 03:51 |
 | Boots of Speed | 130 | 100.00% | 89.4 | 47.69% | +47.69% | +0.79% | -7.06% | -3.39% | 06:02 | 01:35 | 04:48 | 06:06 | 07:07 | 10:21 | 02:19 | 01:42 |
 | Null Talisman | 125 | 96.15% | 87.2 | 47.20% | -12.80% | -2.04% | +7.64% | 9.68% | 02:24 | 00:43 | 01:38 | 01:54 | 02:30 | 10:26 | 00:52 | 00:38 |
 | Ring of Protection | 106 | 81.54% | 85.1 | 48.11% | +2.28% | +7.45% | -9.65% | -9.68% | 04:19 | 00:58 | 03:19 | 04:15 | 05:05 | 08:41 | 01:46 | 01:18 |
 | Urn of Shadows | 106 | 81.54% | 83.0 | 48.11% | +2.28% | +11.15% | -9.65% | -10.67% | 05:41 | 03:34 | 04:40 | 05:36 | 06:37 | 09:24 | 01:57 | 01:26 |
 | Hand of Midas | 116 | 89.23% | 80.9 | 47.41% | -2.59% | -2.58% | -6.03% | -0.60% | 15:14 | 07:27 | 12:32 | 15:46 | 18:16 | 22:23 | 05:44 | 04:14 |
 | Magic Stick | 104 | 80.00% | 78.7 | 47.12% | -2.88% | +25.96% | -8.66% | -14.33% | 03:27 | -01:29 | 01:20 | 02:15 | 03:45 | 15:24 | 02:25 | 01:47 |
 | Linken's Sphere | 34 | 26.15% | 76.6 | 52.94% | +7.11% | +13.73% | -2.94% | -1.92% | 31:43 | 18:35 | 26:14 | 28:40 | 34:55 | 1:12:51 | 08:41 | 06:25 |
 | Black King Bar | 86 | 66.15% | 74.5 | 45.35% | -6.92% | +9.20% | -7.25% | -2.46% | 26:08 | 17:16 | 22:19 | 25:42 | 29:01 | 42:16 | 06:42 | 04:57 |
 | Aghanim's Scepter | 44 | 33.85% | 72.3 | 50.00% | +3.49% | -4.55% | -4.55% | 0.00% | 29:22 | 18:51 | 23:38 | 27:29 | 32:02 | 1:07:05 | 08:24 | 06:13 |
 | Ring of Health | 52 | 40.00% | 70.2 | 46.15% | -2.57% | 0.00% | 0.00% | 0.00% | 33:30 | 13:45 | 25:12 | 32:51 | 41:13 | 55:55 | 16:01 | 11:51 |
 | Shiva's Guard | 16 | 12.31% | 68.1 | 56.25% | +9.76% | +18.75% | +18.75% | 0.00% | 36:36 | 27:27 | 28:27 | 36:30 | 40:11 | 56:56 | 11:44 | 08:41 |
 | Blink Dagger | 43 | 33.08% | 66.0 | 41.86% | -8.71% | +21.78% | -14.59% | -3.07% | 27:50 | 14:41 | 21:03 | 29:43 | 32:54 | 44:44 | 11:51 | 08:46 |
 | Refresher Orb | 18 | 13.85% | 63.8 | 50.00% | +2.68% | -10.00% | +25.00% | 3.58% | 45:16 | 33:53 | 40:00 | 44:39 | 49:47 | 57:29 | 09:47 | 07:14 |
 | Drum of Endurance | 6 | 4.62% | 61.7 | 66.67% | +19.90% | +33.33% | +33.33% | 0.00% | 17:16 | 14:58 | 17:04 | 17:29 | 17:58 | 18:07 | 00:54 | 00:40 |
 | Quelling Blade | 6 | 4.62% | 59.6 | 66.67% | +19.90% | +33.33% | +33.33% | 0.00% | 05:47 | -01:29 | 00:01 | 03:54 | 09:58 | 13:04 | 09:57 | 07:22 |
 | Eul's Scepter of Divinity | 4 | 3.08% | 57.4 | 75.00% | +28.17% | -75.00% | +25.00% | 0.00% | 22:22 | 19:24 | 19:24 | 21:15 | 21:42 | 27:05 | 02:18 | 01:42 |
 | Overwhelming Blink | 5 | 3.85% | 55.3 | 60.00% | +12.80% | +40.00% | +40.00% | 0.00% | 53:12 | 44:48 | 44:48 | 51:53 | 59:13 | 60:06 | 14:25 | 10:40 |
 | Aghanim's Shard | 25 | 19.23% | 53.2 | 32.00% | -19.43% | +1.33% | +18.00% | 1.45% | 38:27 | 24:42 | 32:32 | 37:44 | 44:00 | 54:56 | 11:28 | 08:29 |
 | Chainmail | 6 | 4.62% | 51.1 | 50.00% | +2.42% | +50.00% | +50.00% | 0.00% | 15:17 | 07:55 | 09:46 | 12:50 | 19:46 | 23:29 | 10:00 | 07:24 |
 | Witch Blade | 3 | 2.31% | 48.9 | 66.67% | +19.43% | +33.33% | 0.00% | 0.00% | 13:23 | 11:17 | 11:17 | 14:26 | 14:27 | 14:27 | 03:10 | 02:20 |
 | Aghanim's Blessing | 3 | 2.31% | 46.8 | 66.67% | +19.43% | +33.33% | 0.00% | 0.00% | 54:14 | 45:37 | 45:37 | 49:56 | 1:07:08 | 1:07:08 | 21:31 | 15:56 |
 | Kaya | 1 | 0.77% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.77% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.77% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 00:00 | 00:00 |
 | Yasha | 1 | 0.77% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.77% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:39 | 08:39 | 08:39 | 08:39 | 08:39 | 08:39 | 00:00 | 00:00 |
 | Aether Lens | 6 | 4.62% | 34.0 | 33.33% | -15.06% | +16.67% | +66.67% | 0.00% | 44:51 | 22:05 | 24:34 | 37:49 | 1:03:14 | 1:13:28 | 38:40 | 28:38 |
 | Orchid Malevolence | 8 | 6.15% | 31.9 | 25.00% | -24.18% | -25.00% | +75.00% | 4.21% | 31:33 | 15:53 | 18:49 | 28:07 | 42:33 | 48:19 | 23:44 | 17:34 |
 | Ghost Scepter | 2 | 1.54% | 29.8 | 50.00% | +2.34% | -50.00% | 0.00% | 0.00% | 35:51 | 25:47 | 25:47 | 45:55 | 45:55 | 45:55 | 20:08 | 14:54 |
 | Moon Shard | 2 | 1.54% | 27.7 | 50.00% | +2.34% | -50.00% | 0.00% | 0.00% | 1:15:51 | 1:10:18 | 1:10:18 | 1:21:24 | 1:21:24 | 1:21:24 | 11:06 | 08:13 |
 | Solar Crest | 3 | 2.31% | 25.5 | 33.33% | -14.70% | -33.33% | 0.00% | 0.00% | 22:24 | 19:15 | 19:15 | 23:39 | 24:18 | 24:18 | 05:03 | 03:44 |
 | Medallion of Courage | 3 | 2.31% | 23.4 | 33.33% | -14.70% | -33.33% | 0.00% | 0.00% | 20:24 | 17:57 | 17:57 | 19:46 | 23:29 | 23:29 | 05:32 | 04:05 |
 | Crown | 3 | 2.31% | 21.3 | 33.33% | -14.70% | -33.33% | 0.00% | 0.00% | 21:49 | 17:59 | 17:59 | 23:30 | 23:57 | 23:57 | 05:58 | 04:25 |
 | Blight Stone | 3 | 2.31% | 19.1 | 33.33% | -14.70% | -33.33% | 0.00% | 0.00% | 20:24 | 17:57 | 17:57 | 19:46 | 23:29 | 23:29 | 05:32 | 04:05 |
 | Bloodthorn | 3 | 2.31% | 17.0 | 33.33% | -14.70% | -33.33% | 0.00% | 0.00% | 43:02 | 39:19 | 39:19 | 44:49 | 44:57 | 44:57 | 05:38 | 04:10 |
 | Octarine Core | 4 | 3.08% | 14.9 | 25.00% | -23.41% | -25.00% | +75.00% | 0.00% | 55:43 | 38:15 | 38:15 | 47:53 | 1:03:14 | 1:13:28 | 24:59 | 18:30 |
 | Force Staff | 5 | 3.85% | 12.8 | 20.00% | -28.80% | -20.00% | -20.00% | 0.00% | 24:53 | 16:08 | 16:08 | 27:35 | 27:42 | 29:24 | 11:34 | 08:34 |
 | Fluffy Hat | 5 | 3.85% | 10.6 | 20.00% | -28.80% | -20.00% | -20.00% | 0.00% | 24:22 | 13:34 | 13:34 | 27:35 | 27:42 | 29:24 | 14:08 | 10:28 |
 | Lotus Orb | 1 | 0.77% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.77% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.77% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:05 | 19:05 | 19:05 | 19:05 | 19:05 | 19:05 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.77% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 00:00 | 00:00 |