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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 | |
 | Shiva's Guard | 18 | 32.14% | 100.0 | 83.33% | +30.70% | +16.67% | +16.67% | 0.00% | 37:09 | 24:31 | 33:14 | 38:04 | 41:39 | 45:18 | 08:25 | 06:14 |
 | Blink Dagger | 24 | 42.86% | 98.0 | 75.00% | +21.87% | -8.33% | -25.00% | -2.57% | 28:04 | 18:48 | 24:10 | 26:44 | 30:39 | 42:10 | 06:29 | 04:48 |
 | Magic Wand | 51 | 91.07% | 96.0 | 66.67% | +46.67% | +2.56% | +10.25% | 1.56% | 04:51 | -01:29 | 02:15 | 05:36 | 07:11 | 12:46 | 04:56 | 03:39 |
 | Void Stone | 23 | 41.07% | 94.0 | 73.91% | +19.36% | +26.09% | -7.24% | -2.55% | 33:26 | 07:28 | 25:38 | 34:24 | 38:43 | 58:55 | 13:05 | 09:41 |
 | Magic Stick | 43 | 76.79% | 92.0 | 67.44% | +21.29% | -12.89% | -3.80% | 2.37% | 02:20 | -01:29 | -01:29 | 02:03 | 05:19 | 09:34 | 06:48 | 05:02 |
 | Eul's Scepter of Divinity | 5 | 8.93% | 90.0 | 100.00% | +41.18% | 0.00% | 0.00% | 0.00% | 23:22 | 11:36 | 11:36 | 12:45 | 27:06 | 52:52 | 15:30 | 11:28 |
 | Boots of Speed | 56 | 100.00% | 88.0 | 62.50% | +62.50% | -5.36% | -19.64% | -9.11% | 03:53 | 01:16 | 03:05 | 03:35 | 04:39 | 07:56 | 01:34 | 01:09 |
 | Aghanim's Shard | 21 | 37.50% | 86.0 | 71.43% | +14.29% | +8.57% | +8.57% | 0.00% | 30:50 | 18:30 | 25:44 | 29:57 | 32:50 | 49:46 | 07:06 | 05:15 |
 | Scythe of Vyse | 13 | 23.21% | 84.0 | 76.92% | +18.78% | -10.25% | +23.08% | 6.37% | 38:20 | 28:01 | 34:19 | 37:38 | 39:33 | 58:55 | 05:14 | 03:52 |
 | Chainmail | 47 | 83.93% | 82.0 | 61.70% | -4.97% | +4.97% | -36.70% | -22.94% | 09:46 | 06:03 | 08:37 | 09:06 | 10:26 | 17:07 | 01:49 | 01:20 |
 | Kaya and Sange | 10 | 17.86% | 80.0 | 80.00% | +21.30% | -13.33% | +20.00% | 0.00% | 24:01 | 16:12 | 17:03 | 22:17 | 28:27 | 36:38 | 11:24 | 08:26 |
 | Buckler | 37 | 66.07% | 78.0 | 62.16% | -1.00% | +15.62% | -6.60% | -6.01% | 14:02 | 10:28 | 12:00 | 13:24 | 15:42 | 18:32 | 03:42 | 02:44 |
 | Guardian Greaves | 37 | 66.07% | 76.0 | 62.16% | -1.00% | +15.62% | -17.72% | -8.66% | 16:31 | 12:27 | 14:24 | 16:32 | 18:15 | 20:39 | 03:51 | 02:51 |
 | Black King Bar | 41 | 73.21% | 74.0 | 60.98% | -5.69% | +29.02% | -20.98% | -5.96% | 26:46 | 17:53 | 21:55 | 25:15 | 30:18 | 52:27 | 08:23 | 06:12 |
 | Sange | 19 | 33.93% | 72.0 | 68.42% | +8.96% | -8.42% | -8.42% | 0.00% | 24:25 | 12:02 | 17:03 | 24:19 | 27:20 | 41:12 | 10:17 | 07:37 |
 | Wraith Band | 36 | 64.29% | 70.0 | 61.11% | -3.89% | +5.56% | -5.55% | -6.29% | 02:39 | -01:29 | 01:24 | 01:52 | 03:10 | 15:32 | 01:46 | 01:18 |
 | Bottle | 12 | 21.43% | 68.0 | 75.00% | +15.91% | -8.33% | -8.33% | 0.00% | 01:23 | 00:18 | 01:14 | 01:26 | 01:35 | 01:45 | 00:21 | 00:15 |
 | Kaya | 12 | 21.43% | 66.0 | 75.00% | +15.91% | +25.00% | -8.33% | -3.38% | 19:33 | 11:34 | 12:19 | 18:01 | 22:11 | 35:56 | 09:52 | 07:18 |
 | Ring of Protection | 38 | 67.86% | 64.0 | 60.53% | -6.14% | -0.53% | -4.97% | -1.22% | 13:20 | -01:29 | 11:55 | 13:20 | 15:34 | 18:32 | 03:39 | 02:42 |
 | Arcane Boots | 41 | 73.21% | 62.0 | 58.54% | -14.79% | +11.46% | -28.54% | -16.22% | 07:12 | 04:43 | 05:25 | 06:52 | 07:53 | 18:25 | 02:28 | 01:49 |
 | Mekansm | 41 | 73.21% | 60.0 | 58.54% | -14.79% | +1.46% | -18.54% | -7.41% | 12:22 | 09:43 | 10:46 | 11:55 | 13:28 | 17:31 | 02:42 | 02:00 |
 | Headdress | 41 | 73.21% | 58.0 | 58.54% | -14.79% | +1.46% | -18.54% | -6.19% | 09:31 | 02:29 | 07:41 | 10:10 | 10:55 | 14:15 | 03:14 | 02:23 |
 | Refresher Orb | 4 | 7.14% | 56.0 | 100.00% | +40.38% | 0.00% | 0.00% | 0.00% | 52:44 | 49:43 | 49:43 | 52:39 | 53:11 | 55:21 | 03:28 | 02:34 |
 | Wind Lace | 28 | 50.00% | 54.0 | 57.14% | -10.72% | 0.00% | +14.29% | 4.56% | 08:30 | -01:29 | 06:15 | 07:12 | 09:23 | 20:05 | 03:08 | 02:19 |
 | Ring of Health | 18 | 32.14% | 52.0 | 61.11% | -2.05% | -21.11% | +13.89% | 3.16% | 22:08 | 07:34 | 14:59 | 18:11 | 26:03 | 52:33 | 11:04 | 08:11 |
 | Phase Boots | 3 | 5.36% | 50.0 | 100.00% | +39.62% | 0.00% | 0.00% | 0.00% | 07:58 | 06:37 | 06:37 | 08:27 | 08:50 | 08:50 | 02:13 | 01:38 |
 | Aether Lens | 3 | 5.36% | 48.0 | 100.00% | +39.62% | 0.00% | 0.00% | 0.00% | 39:33 | 28:15 | 28:15 | 44:11 | 46:14 | 46:14 | 17:59 | 13:19 |
 | Quelling Blade | 11 | 19.64% | 46.0 | 63.64% | +1.42% | -63.64% | +36.36% | 9.72% | 05:56 | -01:29 | -01:23 | 00:42 | 11:40 | 27:25 | 13:03 | 09:40 |
 | Fluffy Hat | 5 | 8.93% | 44.0 | 80.00% | +19.22% | +20.00% | +20.00% | 0.00% | 14:23 | 04:51 | 04:51 | 11:27 | 17:22 | 30:20 | 12:31 | 09:16 |
 | Pipe of Insight | 10 | 17.86% | 42.0 | 60.00% | -3.04% | -26.67% | +40.00% | 0.00% | 20:12 | 12:17 | 17:31 | 20:36 | 22:43 | 27:09 | 05:12 | 03:51 |
 | Hood of Defiance | 13 | 23.21% | 40.0 | 53.85% | -11.27% | -20.52% | -20.52% | 0.00% | 15:59 | 07:34 | 09:10 | 16:48 | 19:45 | 21:18 | 10:35 | 07:50 |
 | Power Treads | 8 | 14.29% | 38.0 | 62.50% | 0.00% | -12.50% | -12.50% | 0.00% | 06:45 | 06:00 | 06:23 | 06:35 | 07:01 | 07:29 | 00:38 | 00:28 |
 | Overwhelming Blink | 4 | 7.14% | 36.0 | 75.00% | +13.46% | +25.00% | -75.00% | 0.00% | 47:24 | 40:00 | 40:00 | 44:44 | 47:07 | 57:46 | 07:07 | 05:16 |
 | Force Staff | 2 | 3.57% | 34.0 | 100.00% | +38.89% | 0.00% | 0.00% | 0.00% | 27:32 | 21:01 | 21:01 | 34:03 | 34:03 | 34:03 | 13:02 | 09:39 |
 | Octarine Core | 2 | 3.57% | 32.0 | 100.00% | +38.89% | 0.00% | 0.00% | 0.00% | 40:14 | 31:50 | 31:50 | 48:37 | 48:37 | 48:37 | 16:47 | 12:25 |
 | Heaven's Halberd | 8 | 14.29% | 30.0 | 50.00% | -14.58% | -50.00% | 0.00% | 0.00% | 27:10 | 15:53 | 23:32 | 28:18 | 28:50 | 38:20 | 05:18 | 03:55 |
 | Lotus Orb | 5 | 8.93% | 28.0 | 60.00% | -2.75% | +40.00% | +40.00% | 0.00% | 33:27 | 26:03 | 26:03 | 33:45 | 34:47 | 38:54 | 08:44 | 06:28 |
 | Witch Blade | 3 | 5.36% | 26.0 | 66.67% | +4.41% | +33.33% | 0.00% | 0.00% | 11:01 | 09:56 | 09:56 | 11:05 | 12:02 | 12:02 | 02:06 | 01:33 |
 | Tranquil Boots | 3 | 5.36% | 24.0 | 66.67% | +4.41% | +33.33% | 0.00% | 0.00% | 11:51 | 08:57 | 08:57 | 09:20 | 17:16 | 17:16 | 08:19 | 06:09 |
 | Boots of Travel | 4 | 7.14% | 22.0 | 50.00% | -13.46% | +50.00% | -50.00% | 0.00% | 53:20 | 44:39 | 44:39 | 49:27 | 53:20 | 1:05:53 | 08:41 | 06:25 |
 | Aeon Disk | 4 | 7.14% | 20.0 | 50.00% | -13.46% | +50.00% | -50.00% | 0.00% | 50:35 | 45:56 | 45:56 | 47:35 | 50:51 | 57:57 | 04:55 | 03:38 |
 | Rod of Atos | 4 | 7.14% | 18.0 | 50.00% | -13.46% | +50.00% | -50.00% | 0.00% | 15:05 | 10:36 | 10:36 | 11:30 | 13:46 | 24:26 | 03:10 | 02:20 |
 | Crown | 4 | 7.14% | 16.0 | 50.00% | -13.46% | +50.00% | -50.00% | 0.00% | 12:05 | 05:33 | 05:33 | 09:08 | 13:26 | 20:12 | 07:53 | 05:50 |
 | Assault Cuirass | 1 | 1.79% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.79% | 12.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 3.57% | 10.0 | 50.00% | -12.96% | +50.00% | 0.00% | 0.00% | 07:17 | 06:13 | 06:13 | 08:21 | 08:21 | 08:21 | 02:08 | 01:34 |
 | Null Talisman | 2 | 3.57% | 8.0 | 50.00% | -12.96% | +50.00% | 0.00% | 0.00% | 02:51 | 01:59 | 01:59 | 03:43 | 03:43 | 03:43 | 01:44 | 01:17 |
 | Ghost Scepter | 3 | 5.36% | 6.0 | 33.33% | -30.82% | +66.67% | 0.00% | 0.00% | 33:35 | 26:50 | 26:50 | 28:39 | 45:16 | 45:16 | 18:26 | 13:39 |
 | Glimmer Cape | 1 | 1.79% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.79% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:52 | 02:52 | 02:52 | 02:52 | 02:52 | 02:52 | 00:00 | 00:00 |