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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 | |
 | Lotus Orb | 18 | 34.62% | 100.0 | 88.89% | +33.01% | -8.89% | +11.11% | 2.19% | 23:28 | 13:59 | 18:12 | 21:21 | 27:20 | 36:02 | 09:08 | 06:45 |
 | Hood of Defiance | 41 | 78.85% | 97.6 | 78.05% | +50.78% | -8.05% | +1.95% | 4.80% | 11:11 | 06:50 | 09:52 | 10:48 | 11:57 | 18:01 | 02:05 | 01:32 |
 | Aghanim's Shard | 15 | 28.85% | 95.2 | 86.67% | +27.21% | +13.33% | -11.67% | -5.60% | 29:24 | 16:46 | 23:48 | 25:11 | 28:16 | 1:22:24 | 04:28 | 03:18 |
 | Void Stone | 38 | 73.08% | 92.9 | 76.32% | +33.46% | -6.32% | +1.46% | 1.55% | 17:06 | 10:39 | 12:23 | 13:57 | 17:25 | 45:44 | 05:02 | 03:43 |
 | Ring of Health | 46 | 88.46% | 90.5 | 73.91% | +57.24% | +1.09% | -10.27% | -5.09% | 11:32 | 03:23 | 09:33 | 10:33 | 11:47 | 49:45 | 02:14 | 01:39 |
 | Sange | 46 | 88.46% | 88.1 | 71.74% | +38.41% | -13.41% | +0.99% | 2.14% | 19:35 | 12:53 | 15:33 | 19:21 | 22:17 | 31:01 | 06:44 | 04:59 |
 | Wind Lace | 28 | 53.85% | 85.7 | 75.00% | +16.67% | +10.71% | +10.71% | 0.00% | 15:06 | 03:21 | 12:55 | 14:37 | 16:36 | 23:47 | 03:41 | 02:43 |
 | Eul's Scepter of Divinity | 28 | 53.85% | 83.3 | 75.00% | +16.67% | -3.57% | +10.71% | 4.66% | 17:18 | 13:42 | 15:05 | 16:38 | 18:09 | 24:04 | 03:04 | 02:16 |
 | Quelling Blade | 47 | 90.38% | 81.0 | 70.21% | +30.21% | -3.54% | +4.79% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 00:09 | 00:00 | 00:00 |
 | Magic Stick | 50 | 96.15% | 78.6 | 68.00% | +18.00% | +1.23% | -18.00% | -2.73% | 03:45 | -01:29 | 00:48 | 02:28 | 07:50 | 11:52 | 07:02 | 05:12 |
 | Boots of Speed | 52 | 100.00% | 76.2 | 67.31% | +67.31% | -5.77% | -5.77% | 0.00% | 05:15 | 01:42 | 03:57 | 05:12 | 06:10 | 10:15 | 02:13 | 01:38 |
 | Ring of Protection | 52 | 100.00% | 73.8 | 67.31% | +67.31% | -5.77% | -5.77% | 0.00% | 01:40 | -01:29 | -01:29 | 01:05 | 03:50 | 11:18 | 05:19 | 03:56 |
 | Arcane Boots | 52 | 100.00% | 71.4 | 67.31% | +67.31% | -13.46% | -5.77% | 3.32% | 07:56 | 05:09 | 06:35 | 07:27 | 08:54 | 12:26 | 02:19 | 01:42 |
 | Soul Ring | 52 | 100.00% | 69.0 | 67.31% | +67.31% | +1.92% | -13.46% | -6.89% | 05:17 | 01:49 | 03:56 | 05:07 | 06:10 | 11:18 | 02:14 | 01:39 |
 | Kaya and Sange | 42 | 80.77% | 66.7 | 69.05% | +9.05% | -14.50% | +0.95% | 2.31% | 22:35 | 14:12 | 18:56 | 22:10 | 25:38 | 31:46 | 06:42 | 04:57 |
 | Magic Wand | 48 | 92.31% | 64.3 | 66.67% | -8.33% | 0.00% | 0.00% | 0.00% | 08:09 | 02:47 | 05:59 | 08:39 | 09:34 | 13:13 | 03:35 | 02:39 |
 | Kaya | 43 | 82.69% | 61.9 | 67.44% | +0.77% | -3.80% | +5.29% | 1.55% | 20:42 | 11:00 | 17:17 | 19:35 | 23:08 | 31:18 | 05:51 | 04:20 |
 | Bracer | 35 | 67.31% | 59.5 | 68.57% | +3.86% | -13.01% | +9.21% | 22.22% | 02:32 | 00:52 | 02:10 | 02:22 | 02:52 | 05:52 | 00:42 | 00:31 |
 | Shiva's Guard | 16 | 30.77% | 57.1 | 75.00% | +11.11% | -25.00% | 0.00% | 6.25% | 33:30 | 24:45 | 30:18 | 31:26 | 34:18 | 46:31 | 04:00 | 02:57 |
 | Heaven's Halberd | 4 | 7.69% | 54.8 | 100.00% | +35.42% | 0.00% | 0.00% | 0.00% | 27:39 | 20:05 | 20:05 | 25:31 | 25:55 | 39:04 | 05:50 | 04:19 |
 | Black King Bar | 28 | 53.85% | 52.4 | 53.57% | -29.76% | -10.71% | -10.71% | 0.00% | 28:05 | 19:35 | 23:20 | 27:05 | 31:09 | 41:22 | 07:49 | 05:47 |
 | Blink Dagger | 12 | 23.08% | 50.0 | 58.33% | -11.67% | +8.34% | -25.00% | -3.47% | 30:14 | 20:04 | 25:05 | 28:06 | 34:42 | 41:41 | 09:37 | 07:07 |
 | Orb of Venom | 2 | 3.85% | 47.6 | 100.00% | +34.00% | 0.00% | 0.00% | 0.00% | 01:58 | 01:35 | 01:35 | 02:21 | 02:21 | 02:21 | 00:46 | 00:34 |
 | Heart of Tarrasque | 2 | 3.85% | 45.2 | 100.00% | +34.00% | 0.00% | 0.00% | 0.00% | 40:38 | 34:44 | 34:44 | 46:31 | 46:31 | 46:31 | 11:47 | 08:43 |
 | Aether Lens | 2 | 3.85% | 42.9 | 100.00% | +34.00% | 0.00% | 0.00% | 0.00% | 47:04 | 45:58 | 45:58 | 48:10 | 48:10 | 48:10 | 02:12 | 01:37 |
 | Octarine Core | 2 | 3.85% | 40.5 | 100.00% | +34.00% | 0.00% | 0.00% | 0.00% | 48:26 | 48:10 | 48:10 | 48:41 | 48:41 | 48:41 | 00:31 | 00:22 |
 | Scythe of Vyse | 5 | 9.62% | 38.1 | 60.00% | -8.09% | -60.00% | +40.00% | 0.00% | 35:54 | 29:34 | 29:34 | 36:35 | 39:26 | 40:16 | 09:52 | 07:18 |
 | Aghanim's Scepter | 7 | 13.46% | 35.7 | 42.86% | -28.25% | +7.14% | +7.14% | 0.00% | 30:23 | 25:18 | 25:38 | 29:34 | 31:45 | 36:50 | 06:07 | 04:31 |
 | Ethereal Blade | 1 | 1.92% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 00:00 | 00:00 |
 | Headdress | 1 | 1.92% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.92% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.92% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.92% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 3.85% | 21.4 | 50.00% | -18.00% | +50.00% | 0.00% | 0.00% | 44:36 | 38:37 | 38:37 | 50:35 | 50:35 | 50:35 | 11:58 | 08:51 |
 | Wind Waker | 3 | 5.77% | 19.0 | 33.33% | -36.06% | +66.67% | 0.00% | 0.00% | 52:05 | 37:18 | 37:18 | 37:58 | 1:20:59 | 1:20:59 | 43:41 | 32:21 |
 | Rod of Atos | 1 | 1.92% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.92% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 00:00 | 00:00 |
 | Crown | 1 | 1.92% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:49 | 08:49 | 08:49 | 08:49 | 08:49 | 08:49 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.92% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:53 | 49:53 | 49:53 | 49:53 | 49:53 | 49:53 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.92% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:58 | 1:07:58 | 1:07:58 | 1:07:58 | 1:07:58 | 1:07:58 | 00:00 | 00:00 |
 | Bottle | 1 | 1.92% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:32 | 01:32 | 01:32 | 01:32 | 01:32 | 01:32 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.92% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 00:00 | 00:00 |