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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 | |
 | Void Stone | 36 | 22.64% | 100.0 | 69.44% | +22.29% | -13.88% | -13.88% | 0.00% | 27:36 | 16:24 | 19:14 | 27:25 | 32:42 | 52:18 | 13:28 | 09:58 |
 | Aether Lens | 26 | 16.35% | 97.8 | 69.23% | +20.36% | -12.09% | -2.56% | 0.72% | 28:21 | 18:21 | 20:53 | 27:58 | 34:11 | 41:44 | 13:18 | 09:51 |
 | Arcane Boots | 72 | 45.28% | 95.7 | 59.72% | +13.74% | -4.16% | +6.95% | 4.47% | 14:58 | 09:37 | 12:48 | 13:41 | 15:17 | 41:28 | 02:29 | 01:50 |
 | Aghanim's Scepter | 16 | 10.06% | 93.5 | 75.00% | +25.35% | +25.00% | +25.00% | 0.00% | 27:22 | 20:22 | 22:32 | 25:04 | 28:46 | 39:25 | 06:14 | 04:37 |
 | Force Staff | 13 | 8.18% | 91.3 | 76.92% | +26.92% | +23.08% | +23.08% | 0.00% | 33:32 | 19:39 | 21:58 | 36:42 | 39:18 | 53:52 | 17:20 | 12:50 |
 | Boots of Speed | 159 | 100.00% | 89.1 | 52.20% | +52.20% | +2.80% | -2.20% | -1.59% | 07:14 | -01:29 | 05:40 | 07:18 | 08:49 | 14:12 | 03:09 | 02:20 |
 | Blink Dagger | 105 | 66.04% | 87.0 | 54.29% | +6.14% | +11.09% | -15.83% | -3.88% | 24:14 | 15:36 | 20:18 | 23:13 | 27:14 | 45:19 | 06:56 | 05:08 |
 | Magic Wand | 125 | 78.62% | 84.8 | 52.80% | +2.80% | +18.17% | -7.64% | -4.68% | 10:30 | 01:50 | 07:18 | 09:57 | 12:49 | 32:17 | 05:31 | 04:05 |
 | Magic Stick | 138 | 86.79% | 82.6 | 52.17% | -0.21% | -3.60% | -5.11% | -0.28% | 03:30 | -01:29 | -01:28 | 02:20 | 06:46 | 31:21 | 08:14 | 06:05 |
 | Wind Lace | 78 | 49.06% | 80.4 | 55.13% | +5.75% | +9.87% | +2.76% | -0.81% | 11:37 | 00:20 | 05:45 | 09:45 | 14:33 | 49:02 | 08:48 | 06:31 |
 | Shadow Blade | 16 | 10.06% | 78.3 | 68.75% | +18.40% | +6.25% | -43.75% | -20.98% | 29:49 | 17:16 | 28:33 | 30:00 | 30:56 | 35:36 | 02:23 | 01:45 |
 | Chainmail | 16 | 10.06% | 76.1 | 68.75% | +18.40% | -18.75% | +6.25% | 4.13% | 12:24 | 05:11 | 08:26 | 10:27 | 14:29 | 27:33 | 06:03 | 04:28 |
 | Fluffy Hat | 34 | 21.38% | 73.9 | 58.82% | +8.42% | -14.38% | +3.68% | 1.28% | 20:51 | 07:22 | 13:11 | 15:42 | 27:15 | 44:36 | 14:04 | 10:25 |
 | Glimmer Cape | 38 | 23.90% | 71.7 | 55.26% | +4.02% | -15.26% | +0.30% | 1.59% | 27:14 | 19:24 | 22:23 | 25:49 | 32:10 | 40:51 | 09:47 | 07:14 |
 | Aeon Disk | 15 | 9.43% | 69.6 | 66.67% | +15.98% | +8.33% | -16.67% | -2.09% | 40:32 | 30:09 | 34:34 | 37:02 | 46:33 | 56:15 | 11:59 | 08:52 |
 | Ring of Basilius | 15 | 9.43% | 67.4 | 66.67% | +15.98% | +8.33% | +33.33% | 2.82% | 06:49 | -01:29 | 01:09 | 03:58 | 10:00 | 25:37 | 08:51 | 06:33 |
 | Bottle | 15 | 9.43% | 65.2 | 66.67% | +15.98% | +33.33% | -16.67% | -50.00% | 05:10 | 00:37 | 01:07 | 01:19 | 01:38 | 56:42 | 00:31 | 00:22 |
 | Witch Blade | 15 | 9.43% | 63.0 | 66.67% | +15.98% | +8.33% | +8.33% | 0.00% | 14:18 | 09:51 | 10:47 | 13:01 | 15:32 | 27:33 | 04:45 | 03:31 |
 | Aghanim's Shard | 44 | 27.67% | 60.9 | 52.27% | +0.10% | +20.46% | -15.91% | -4.00% | 27:15 | 15:01 | 22:14 | 24:30 | 31:20 | 49:46 | 09:06 | 06:44 |
 | Tranquil Boots | 34 | 21.38% | 58.7 | 52.94% | +0.94% | -8.50% | +34.56% | 2.76% | 20:46 | 08:23 | 12:21 | 16:17 | 27:57 | 49:35 | 15:36 | 11:33 |
 | Ring of Protection | 6 | 3.77% | 56.5 | 83.33% | +32.35% | +16.67% | -83.33% | 0.00% | 29:30 | 14:43 | 19:19 | 25:19 | 34:20 | 54:28 | 15:01 | 11:07 |
 | Headdress | 30 | 18.87% | 54.3 | 50.00% | -2.71% | -12.50% | +21.43% | 0.00% | 01:01 | -01:30 | -01:29 | -01:29 | -01:29 | 37:26 | 00:00 | 00:00 |
 | Wraith Band | 11 | 6.92% | 52.2 | 63.64% | +12.29% | +36.36% | -30.31% | -16.81% | 09:15 | 03:04 | 07:13 | 09:43 | 11:11 | 13:49 | 03:58 | 02:56 |
 | Buckler | 3 | 1.89% | 50.0 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 26:20 | 19:20 | 19:20 | 25:19 | 34:20 | 34:20 | 15:00 | 11:06 |
 | Orchid Malevolence | 3 | 1.89% | 47.8 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 30:49 | 27:30 | 27:30 | 32:22 | 32:36 | 32:36 | 05:06 | 03:46 |
 | Null Talisman | 12 | 7.55% | 45.7 | 58.33% | +6.63% | +41.67% | +8.34% | -7.97% | 06:30 | 03:08 | 04:15 | 04:56 | 08:26 | 13:57 | 04:11 | 03:05 |
 | Black King Bar | 8 | 5.03% | 43.5 | 62.50% | +10.84% | -12.50% | -12.50% | 0.00% | 35:33 | 27:07 | 27:45 | 33:09 | 39:38 | 44:21 | 11:53 | 08:48 |
 | Ghost Scepter | 10 | 6.29% | 41.3 | 50.00% | -2.35% | -16.67% | 0.00% | 0.00% | 30:42 | 16:56 | 22:21 | 32:40 | 35:57 | 41:02 | 13:36 | 10:04 |
 | Mage Slayer | 2 | 1.26% | 39.1 | 100.00% | +48.41% | 0.00% | 0.00% | 0.00% | 34:45 | 32:08 | 32:08 | 37:22 | 37:22 | 37:22 | 05:14 | 03:52 |
 | Bloodthorn | 2 | 1.26% | 37.0 | 100.00% | +48.41% | 0.00% | 0.00% | 0.00% | 34:52 | 32:22 | 32:22 | 37:22 | 37:22 | 37:22 | 05:00 | 03:42 |
 | Wraith Pact | 2 | 1.26% | 34.8 | 100.00% | +48.41% | 0.00% | 0.00% | 0.00% | 33:02 | 26:26 | 26:26 | 39:38 | 39:38 | 39:38 | 13:12 | 09:46 |
 | Vladmir's Offering | 2 | 1.26% | 32.6 | 100.00% | +48.41% | 0.00% | 0.00% | 0.00% | 29:31 | 23:29 | 23:29 | 35:32 | 35:32 | 35:32 | 12:03 | 08:55 |
 | Pipe of Insight | 2 | 1.26% | 30.4 | 100.00% | +48.41% | 0.00% | 0.00% | 0.00% | 31:03 | 24:13 | 24:13 | 37:52 | 37:52 | 37:52 | 13:39 | 10:06 |
 | Power Treads | 8 | 5.03% | 28.3 | 50.00% | -2.32% | -50.00% | 0.00% | 0.00% | 13:33 | 07:54 | 08:33 | 12:07 | 13:42 | 27:20 | 05:09 | 03:48 |
 | Ring of Health | 10 | 6.29% | 26.1 | 40.00% | -13.02% | +26.67% | -40.00% | 0.00% | 36:03 | 19:27 | 28:15 | 32:41 | 42:59 | 52:51 | 14:44 | 10:54 |
 | Lotus Orb | 3 | 1.89% | 23.9 | 66.67% | +14.75% | +33.33% | 0.00% | 0.00% | 35:51 | 31:32 | 31:32 | 32:44 | 43:17 | 43:17 | 11:45 | 08:42 |
 | Morbid Mask | 3 | 1.89% | 21.7 | 66.67% | +14.75% | +33.33% | 0.00% | 0.00% | 28:47 | 22:59 | 22:59 | 28:21 | 35:02 | 35:02 | 12:03 | 08:55 |
 | Hood of Defiance | 4 | 2.52% | 19.6 | 50.00% | -2.26% | +50.00% | -50.00% | 0.00% | 32:39 | 19:27 | 19:27 | 30:11 | 37:49 | 43:09 | 18:22 | 13:36 |
 | Quelling Blade | 1 | 0.63% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.63% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 00:00 | 00:00 |
 | Holy Locket | 5 | 3.14% | 13.0 | 40.00% | -12.60% | -40.00% | -40.00% | 0.00% | 27:48 | 19:19 | 19:19 | 27:34 | 33:30 | 38:01 | 14:11 | 10:30 |
 | Crystalys | 2 | 1.26% | 10.9 | 50.00% | -2.23% | -50.00% | 0.00% | 0.00% | 35:00 | 23:56 | 23:56 | 46:03 | 46:03 | 46:03 | 22:07 | 16:22 |
 | Silver Edge | 2 | 1.26% | 8.7 | 50.00% | -2.23% | -50.00% | 0.00% | 0.00% | 35:30 | 24:32 | 24:32 | 46:27 | 46:27 | 46:27 | 21:55 | 16:14 |
 | Urn of Shadows | 2 | 1.26% | 6.5 | 50.00% | -2.23% | +50.00% | 0.00% | 0.00% | 34:36 | 14:43 | 14:43 | 54:28 | 54:28 | 54:28 | 39:45 | 29:26 |
 | Blight Stone | 2 | 1.26% | 4.3 | 0.00% | -52.87% | 0.00% | 0.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:26 | -01:26 | -01:26 | 00:03 | 00:02 |
 | Spirit Vessel | 1 | 0.63% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 00:00 | 00:00 |