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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 | 39 | 23.21% | 100.0 | 69.23% | +26.59% | -9.23% | +0.77% | 0.85% | 31:27 | 13:07 | 25:01 | 32:10 | 36:46 | 53:37 | 11:45 | 08:42 |
 | Glimmer Cape | 42 | 25.00% | 97.7 | 66.67% | +23.81% | +6.06% | -6.67% | -1.72% | 29:21 | 13:39 | 24:41 | 27:59 | 32:06 | 47:43 | 07:25 | 05:29 |
 | Arcane Boots | 115 | 68.45% | 95.3 | 58.26% | +29.96% | +0.36% | -6.54% | -1.59% | 15:49 | 06:35 | 11:55 | 14:22 | 16:15 | 43:23 | 04:20 | 03:12 |
 | Ghost Scepter | 14 | 8.33% | 93.0 | 78.57% | +32.47% | -28.57% | -11.90% | 1.53% | 34:14 | 17:22 | 29:26 | 33:29 | 40:21 | 43:35 | 10:55 | 08:05 |
 | Aether Lens | 35 | 20.83% | 90.7 | 65.71% | +21.35% | -10.15% | -10.15% | 0.00% | 31:50 | 13:11 | 25:18 | 30:24 | 37:08 | 53:37 | 11:50 | 08:45 |
 | Force Staff | 63 | 37.50% | 88.4 | 58.73% | +15.87% | +10.02% | -14.98% | -2.97% | 29:33 | 16:52 | 25:34 | 28:43 | 33:59 | 52:45 | 08:25 | 06:14 |
 | Fluffy Hat | 122 | 72.62% | 86.0 | 53.28% | +16.32% | +1.56% | +6.72% | 0.46% | 16:19 | -01:29 | 10:47 | 14:29 | 22:01 | 34:17 | 11:14 | 08:19 |
 | Headdress | 35 | 20.83% | 83.7 | 60.00% | +14.14% | -15.56% | +6.67% | 1.36% | 17:09 | -01:29 | 09:45 | 17:34 | 26:06 | 41:50 | 16:21 | 12:06 |
 | Magic Stick | 164 | 97.62% | 81.4 | 49.39% | +24.39% | -0.61% | -5.49% | -1.41% | 02:49 | -01:29 | -01:29 | 02:08 | 04:56 | 26:55 | 06:25 | 04:45 |
 | Boots of Speed | 168 | 100.00% | 79.1 | 48.81% | +48.81% | +1.19% | +3.57% | 0.71% | 06:17 | -01:29 | 04:50 | 06:32 | 08:12 | 12:14 | 03:22 | 02:29 |
 | Aghanim's Shard | 121 | 72.02% | 76.7 | 50.41% | +5.73% | +6.26% | +12.92% | 0.80% | 23:33 | 15:00 | 18:39 | 22:17 | 27:01 | 43:05 | 08:22 | 06:11 |
 | Magic Wand | 146 | 86.90% | 74.4 | 48.63% | -1.37% | +5.42% | -4.19% | -1.93% | 09:04 | 00:28 | 05:50 | 08:28 | 10:49 | 27:25 | 04:59 | 03:41 |
 | Wind Lace | 66 | 39.29% | 72.1 | 53.03% | +6.95% | -5.97% | +9.47% | 1.54% | 08:06 | -01:29 | 01:14 | 06:06 | 11:16 | 52:53 | 10:02 | 07:25 |
 | Holy Locket | 22 | 13.10% | 69.8 | 54.55% | +6.60% | +12.12% | -34.55% | -4.46% | 24:30 | 14:20 | 18:06 | 22:19 | 28:34 | 42:40 | 10:28 | 07:45 |
 | Tranquil Boots | 25 | 14.88% | 67.4 | 52.00% | +3.75% | -35.33% | -2.00% | 1.98% | 21:27 | 04:54 | 12:10 | 17:01 | 28:59 | 53:22 | 16:49 | 12:27 |
 | Ring of Health | 3 | 1.79% | 65.1 | 100.00% | +52.12% | 0.00% | 0.00% | 0.00% | 35:37 | 30:36 | 30:36 | 33:49 | 42:25 | 42:25 | 11:49 | 08:45 |
 | Mekansm | 8 | 4.76% | 62.8 | 62.50% | +14.37% | -62.50% | -12.50% | 8.72% | 22:44 | 16:24 | 16:28 | 19:58 | 22:12 | 35:35 | 05:44 | 04:14 |
 | Chainmail | 12 | 7.14% | 60.5 | 50.00% | +1.28% | -50.00% | +50.00% | 13.73% | 17:23 | 03:27 | 13:03 | 16:36 | 20:20 | 35:35 | 07:17 | 05:23 |
 | Drum of Endurance | 4 | 2.38% | 58.1 | 75.00% | +26.83% | +25.00% | +25.00% | 0.00% | 22:36 | 21:31 | 21:31 | 21:32 | 22:19 | 25:02 | 00:48 | 00:35 |
 | Aeon Disk | 16 | 9.52% | 55.8 | 43.75% | -5.59% | -18.75% | +6.25% | 1.56% | 46:11 | 28:14 | 37:07 | 45:54 | 53:06 | 1:07:09 | 15:59 | 11:50 |
 | Lotus Orb | 2 | 1.19% | 53.5 | 100.00% | +51.81% | 0.00% | 0.00% | 0.00% | 36:43 | 31:00 | 31:00 | 42:26 | 42:26 | 42:26 | 11:26 | 08:28 |
 | Bracer | 2 | 1.19% | 51.2 | 100.00% | +51.81% | 0.00% | 0.00% | 0.00% | 13:24 | 13:14 | 13:14 | 13:33 | 13:33 | 13:33 | 00:19 | 00:14 |
 | Blink Dagger | 11 | 6.55% | 48.8 | 45.45% | -3.59% | +21.22% | +21.22% | 0.00% | 41:46 | 33:13 | 36:12 | 40:38 | 45:21 | 54:04 | 09:09 | 06:46 |
 | Octarine Core | 3 | 1.79% | 46.5 | 66.67% | +18.19% | +33.33% | 0.00% | 0.00% | 53:58 | 37:42 | 37:42 | 57:09 | 1:07:02 | 1:07:02 | 29:20 | 21:43 |
 | Urn of Shadows | 3 | 1.79% | 44.2 | 66.67% | +18.19% | -66.67% | 0.00% | 0.00% | 04:15 | 03:24 | 03:24 | 04:17 | 05:03 | 05:03 | 01:39 | 01:13 |
 | Spirit Vessel | 3 | 1.79% | 41.9 | 66.67% | +18.19% | -66.67% | 0.00% | 0.00% | 13:47 | 10:53 | 10:53 | 14:34 | 15:55 | 15:55 | 05:02 | 03:43 |
 | Ring of Protection | 8 | 4.76% | 39.5 | 37.50% | -11.88% | +12.50% | -37.50% | -1.37% | 22:50 | -01:30 | 01:44 | 21:48 | 38:17 | 53:54 | 36:33 | 27:04 |
 | Hood of Defiance | 1 | 0.60% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.60% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.60% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:42 | 23:42 | 23:42 | 23:42 | 23:42 | 23:42 | 00:00 | 00:00 |
 | Null Talisman | 5 | 2.98% | 30.2 | 40.00% | -9.08% | +60.00% | -40.00% | 0.00% | 04:47 | -01:29 | -01:29 | 01:17 | 12:26 | 13:10 | 13:55 | 10:18 |
 | Ring of Basilius | 5 | 2.98% | 27.9 | 40.00% | -9.08% | +60.00% | -40.00% | 0.00% | 32:25 | 11:10 | 11:10 | 39:24 | 40:47 | 53:55 | 29:37 | 21:56 |
 | Buckler | 7 | 4.17% | 25.6 | 28.57% | -21.12% | -28.57% | -28.57% | 0.00% | 32:40 | 22:24 | 23:38 | 27:08 | 38:18 | 53:54 | 14:40 | 10:51 |
 | Black King Bar | 2 | 1.19% | 23.3 | 50.00% | +1.20% | -50.00% | 0.00% | 0.00% | 31:38 | 26:36 | 26:36 | 36:39 | 36:39 | 36:39 | 10:03 | 07:26 |
 | Guardian Greaves | 3 | 1.79% | 20.9 | 33.33% | -15.76% | -33.33% | 0.00% | 0.00% | 23:35 | 22:43 | 22:43 | 23:38 | 24:24 | 24:24 | 01:41 | 01:14 |
 | Medallion of Courage | 4 | 2.38% | 18.6 | 25.00% | -24.39% | -25.00% | +75.00% | 0.00% | 13:00 | 03:54 | 03:54 | 08:01 | 18:01 | 22:03 | 14:07 | 10:27 |
 | Blight Stone | 7 | 4.17% | 16.3 | 14.29% | -36.02% | -14.29% | +35.71% | 0.00% | 06:32 | -01:29 | -01:29 | 05:36 | 05:54 | 22:03 | 07:23 | 05:28 |
 | Vladmir's Offering | 3 | 1.79% | 14.0 | 0.00% | -49.70% | 0.00% | 0.00% | 0.00% | 44:45 | 39:24 | 39:24 | 40:57 | 53:55 | 53:55 | 14:31 | 10:45 |
 | Morbid Mask | 3 | 1.79% | 11.6 | 0.00% | -49.70% | 0.00% | 0.00% | 0.00% | 44:42 | 39:24 | 39:24 | 40:47 | 53:55 | 53:55 | 14:31 | 10:45 |
 | Quelling Blade | 4 | 2.38% | 9.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 07:25 | -01:29 | -01:29 | -01:29 | 13:28 | 19:09 | 14:57 | 11:04 |
 | Aghanim's Scepter | 1 | 0.60% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.60% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.60% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:01 | 42:01 | 42:01 | 42:01 | 42:01 | 42:01 | 00:00 | 00:00 |