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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 | |
 | Ring of Health | 9 | 7.14% | 100.0 | 88.89% | +47.86% | -38.89% | +11.11% | 8.88% | 22:47 | 15:05 | 17:28 | 18:10 | 23:06 | 36:49 | 05:38 | 04:10 |
 | Void Stone | 27 | 21.43% | 97.8 | 70.37% | +33.00% | +1.06% | -13.23% | -1.09% | 21:53 | 09:46 | 14:04 | 21:18 | 27:13 | 37:32 | 13:09 | 09:44 |
 | Eul's Scepter of Divinity | 19 | 15.08% | 95.6 | 73.68% | +34.43% | +26.32% | -33.68% | -7.63% | 24:15 | 16:42 | 19:21 | 24:34 | 27:13 | 39:04 | 07:52 | 05:49 |
 | Aghanim's Shard | 19 | 15.08% | 93.3 | 73.68% | +34.43% | +6.32% | -13.68% | -1.78% | 34:38 | 20:02 | 28:13 | 35:34 | 39:26 | 47:59 | 11:13 | 08:18 |
 | Orb of Venom | 23 | 18.25% | 91.1 | 65.22% | +25.41% | -15.22% | +1.45% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Tranquil Boots | 76 | 60.32% | 88.9 | 50.00% | +14.00% | +13.16% | +2.63% | -1.18% | 11:30 | 02:31 | 05:31 | 09:41 | 14:27 | 35:13 | 08:56 | 06:37 |
 | Wind Lace | 88 | 69.84% | 86.7 | 48.86% | +14.65% | +5.69% | +10.23% | 0.48% | 10:42 | -01:29 | 05:00 | 09:09 | 14:33 | 32:45 | 09:33 | 07:04 |
 | Magic Wand | 70 | 55.56% | 84.4 | 50.00% | +12.50% | +11.11% | -14.71% | -4.81% | 13:24 | 03:45 | 10:19 | 12:22 | 15:41 | 32:38 | 05:22 | 03:58 |
 | Lotus Orb | 4 | 3.17% | 82.2 | 100.00% | +57.38% | 0.00% | 0.00% | 0.00% | 33:21 | 26:07 | 26:07 | 31:38 | 36:01 | 39:37 | 09:54 | 07:20 |
 | Aeon Disk | 4 | 3.17% | 80.0 | 100.00% | +57.38% | 0.00% | 0.00% | 0.00% | 30:54 | 24:04 | 24:04 | 26:07 | 34:14 | 39:10 | 10:10 | 07:31 |
 | Magic Stick | 123 | 97.62% | 77.8 | 45.53% | +45.53% | +2.86% | -0.37% | -0.55% | 06:12 | -01:29 | 03:16 | 06:13 | 09:08 | 22:06 | 05:52 | 04:20 |
 | Boots of Speed | 126 | 100.00% | 75.6 | 44.44% | +44.44% | +2.44% | -15.41% | -2.47% | 05:08 | -01:29 | -01:29 | 06:23 | 08:42 | 22:02 | 10:11 | 07:32 |
 | Black King Bar | 44 | 34.92% | 73.3 | 50.00% | +8.54% | +13.64% | -4.55% | -2.83% | 30:13 | 16:37 | 26:49 | 28:43 | 33:15 | 49:47 | 06:26 | 04:45 |
 | Aghanim's Scepter | 8 | 6.35% | 71.1 | 75.00% | +32.63% | +25.00% | -25.00% | -3.77% | 34:44 | 24:13 | 24:42 | 35:45 | 37:58 | 45:49 | 13:16 | 09:49 |
 | Ring of Protection | 96 | 76.19% | 68.9 | 41.67% | -11.66% | +4.16% | +16.66% | 2.07% | 03:54 | -01:29 | -01:29 | 02:49 | 07:32 | 16:49 | 09:01 | 06:40 |
 | Urn of Shadows | 93 | 73.81% | 66.7 | 40.86% | -13.69% | -1.73% | +11.31% | 2.72% | 07:04 | 02:58 | 04:08 | 05:45 | 08:56 | 17:03 | 04:48 | 03:33 |
 | Glimmer Cape | 3 | 2.38% | 64.4 | 100.00% | +56.91% | 0.00% | 0.00% | 0.00% | 27:23 | 20:52 | 20:52 | 21:23 | 39:53 | 39:53 | 19:01 | 14:05 |
 | Hood of Defiance | 5 | 3.97% | 62.2 | 80.00% | +37.02% | +20.00% | +20.00% | 0.00% | 18:49 | 15:35 | 15:35 | 17:47 | 18:28 | 24:44 | 02:53 | 02:08 |
 | Soul Ring | 2 | 1.59% | 60.0 | 100.00% | +56.45% | 0.00% | 0.00% | 0.00% | 11:18 | 09:48 | 09:48 | 12:47 | 12:47 | 12:47 | 02:59 | 02:12 |
 | Kaya and Sange | 2 | 1.59% | 57.8 | 100.00% | +56.45% | 0.00% | 0.00% | 0.00% | 25:20 | 24:53 | 24:53 | 25:46 | 25:46 | 25:46 | 00:53 | 00:39 |
 | Kaya | 2 | 1.59% | 55.6 | 100.00% | +56.45% | 0.00% | 0.00% | 0.00% | 24:50 | 24:21 | 24:21 | 25:18 | 25:18 | 25:18 | 00:57 | 00:42 |
 | Blink Dagger | 2 | 1.59% | 53.3 | 100.00% | +56.45% | 0.00% | 0.00% | 0.00% | 34:17 | 30:55 | 30:55 | 37:39 | 37:39 | 37:39 | 06:44 | 04:59 |
 | Vanguard | 2 | 1.59% | 51.1 | 100.00% | +56.45% | 0.00% | 0.00% | 0.00% | 23:46 | 22:49 | 22:49 | 24:43 | 24:43 | 24:43 | 01:54 | 01:24 |
 | Fluffy Hat | 11 | 8.73% | 48.9 | 45.45% | +1.10% | +54.55% | -12.12% | -7.66% | 18:10 | 06:28 | 10:00 | 16:08 | 18:42 | 35:51 | 08:42 | 06:26 |
 | Spirit Vessel | 33 | 26.19% | 46.7 | 30.30% | -19.16% | +7.20% | -5.30% | -2.67% | 20:23 | 13:22 | 17:58 | 19:32 | 22:39 | 30:39 | 04:41 | 03:28 |
 | Blight Stone | 5 | 3.97% | 44.4 | 60.00% | +16.20% | +40.00% | +40.00% | 0.00% | 35:07 | 26:21 | 26:21 | 32:37 | 40:58 | 47:16 | 14:37 | 10:49 |
 | Crown | 16 | 12.70% | 42.2 | 37.50% | -7.95% | +37.50% | -12.50% | -9.06% | 17:41 | 07:57 | 11:09 | 11:47 | 16:40 | 47:16 | 05:31 | 04:05 |
 | Sange | 9 | 7.14% | 40.0 | 44.44% | 0.00% | -44.44% | +5.56% | 3.12% | 24:54 | 11:48 | 14:19 | 28:58 | 30:20 | 35:29 | 16:01 | 11:51 |
 | Ring of Basilius | 14 | 11.11% | 37.8 | 35.71% | -9.83% | +14.29% | -2.38% | -4.45% | 13:54 | 07:14 | 09:47 | 11:18 | 13:32 | 46:13 | 03:45 | 02:46 |
 | Ghost Scepter | 15 | 11.90% | 35.6 | 33.33% | -12.62% | -8.33% | +16.67% | 2.26% | 29:58 | 15:19 | 22:47 | 29:06 | 33:51 | 48:34 | 11:04 | 08:11 |
 | Veil of Discord | 12 | 9.52% | 33.3 | 33.33% | -12.28% | 0.00% | 0.00% | 0.00% | 15:39 | 12:46 | 13:02 | 15:24 | 16:40 | 20:47 | 03:38 | 02:41 |
 | Medallion of Courage | 4 | 3.17% | 31.1 | 50.00% | +5.74% | +50.00% | +50.00% | 0.00% | 36:48 | 26:21 | 26:21 | 32:37 | 40:58 | 47:16 | 14:37 | 10:49 |
 | Arcane Boots | 1 | 0.79% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 00:00 | 00:00 |
 | Chainmail | 5 | 3.97% | 26.7 | 40.00% | -4.63% | -40.00% | +60.00% | 0.00% | 32:03 | 13:01 | 13:01 | 32:37 | 40:58 | 47:16 | 27:57 | 20:42 |
 | Heaven's Halberd | 2 | 1.59% | 24.4 | 50.00% | +5.65% | -50.00% | 0.00% | 0.00% | 37:43 | 34:49 | 34:49 | 40:36 | 40:36 | 40:36 | 05:47 | 04:17 |
 | Power Treads | 2 | 1.59% | 22.2 | 50.00% | +5.65% | -50.00% | 0.00% | 0.00% | 09:52 | 09:41 | 09:41 | 10:02 | 10:02 | 10:02 | 00:21 | 00:15 |
 | Solar Crest | 3 | 2.38% | 20.0 | 33.33% | -11.39% | -33.33% | 0.00% | 0.00% | 40:34 | 33:28 | 33:28 | 40:58 | 47:16 | 47:16 | 13:48 | 10:13 |
 | Force Staff | 3 | 2.38% | 17.8 | 33.33% | -11.39% | -33.33% | 0.00% | 0.00% | 35:32 | 25:47 | 25:47 | 33:19 | 47:31 | 47:31 | 21:44 | 16:05 |
 | Bracer | 4 | 3.17% | 15.6 | 25.00% | -20.08% | -25.00% | +75.00% | 0.00% | 06:10 | 00:04 | 00:04 | 02:28 | 03:33 | 18:34 | 03:29 | 02:34 |
 | Quelling Blade | 5 | 3.97% | 13.3 | 20.00% | -25.45% | +80.00% | -20.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Bottle | 6 | 4.76% | 11.1 | 16.67% | -29.16% | +33.33% | -16.67% | -50.00% | 07:21 | 01:31 | 01:36 | 01:59 | 02:10 | 34:40 | 00:34 | 00:25 |
 | Blade Mail | 1 | 0.79% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.79% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:14 | 46:14 | 46:14 | 46:14 | 46:14 | 46:14 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.79% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 00:00 | 00:00 |
 | Buckler | 1 | 0.79% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 00:00 | 00:00 |