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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 | |
 | Kaya and Sange | 25 | 69.44% | 100.0 | 64.00% | +18.55% | +19.33% | -30.67% | -12.40% | 17:55 | 12:42 | 14:37 | 16:05 | 18:39 | 37:30 | 04:02 | 02:59 |
 | Magic Stick | 31 | 86.11% | 97.8 | 61.29% | +21.29% | +13.71% | +1.21% | -7.21% | 02:07 | -01:29 | 00:48 | 02:11 | 02:32 | 08:19 | 01:44 | 01:17 |
 | Arcane Boots | 36 | 100.00% | 95.7 | 58.33% | +58.33% | +19.45% | -25.00% | -13.34% | 07:36 | 05:19 | 05:56 | 06:45 | 09:16 | 12:13 | 03:20 | 02:28 |
 | Boots of Speed | 36 | 100.00% | 93.5 | 58.33% | +58.33% | +19.45% | -25.00% | -16.77% | 04:59 | 03:10 | 03:33 | 03:56 | 06:12 | 09:17 | 02:39 | 01:57 |
 | Ring of Protection | 28 | 77.78% | 91.3 | 60.71% | +10.71% | +25.00% | -17.85% | -11.69% | 08:25 | -01:29 | 07:06 | 08:02 | 10:46 | 15:33 | 03:40 | 02:42 |
 | Soul Ring | 28 | 77.78% | 89.1 | 60.71% | +10.71% | +25.00% | -3.57% | -7.97% | 09:36 | 06:27 | 07:39 | 08:46 | 11:14 | 16:01 | 03:35 | 02:39 |
 | Sange | 29 | 80.56% | 87.0 | 58.62% | +1.48% | +12.81% | -15.76% | -4.77% | 17:57 | 12:17 | 14:19 | 15:58 | 20:18 | 37:05 | 05:59 | 04:25 |
 | Kaya | 29 | 80.56% | 84.8 | 58.62% | +1.48% | +12.81% | -30.05% | -5.84% | 15:39 | 09:11 | 11:04 | 13:25 | 18:24 | 34:37 | 07:20 | 05:25 |
 | Magic Wand | 34 | 94.44% | 82.6 | 55.88% | -44.12% | -0.32% | +6.62% | 1.38% | 05:00 | -01:29 | 03:07 | 04:27 | 08:08 | 15:08 | 05:01 | 03:42 |
 | Pipe of Insight | 6 | 16.67% | 80.4 | 83.33% | +30.00% | +16.67% | +16.67% | 0.00% | 20:31 | 17:12 | 17:47 | 19:39 | 22:55 | 24:44 | 05:08 | 03:48 |
 | Ring of Health | 28 | 77.78% | 78.3 | 57.14% | -5.36% | +28.57% | 0.00% | -4.53% | 08:17 | 01:36 | 02:52 | 05:26 | 09:10 | 33:26 | 06:18 | 04:40 |
 | Blink Dagger | 16 | 44.44% | 76.1 | 62.50% | +7.50% | +37.50% | -37.50% | -11.72% | 23:05 | 15:45 | 17:52 | 21:02 | 24:16 | 43:18 | 06:24 | 04:44 |
 | Void Stone | 27 | 75.00% | 73.9 | 55.56% | -11.11% | -26.99% | +1.58% | 3.11% | 22:06 | 11:48 | 16:12 | 20:31 | 25:23 | 41:04 | 09:11 | 06:48 |
 | Shiva's Guard | 3 | 8.33% | 71.7 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 31:39 | 26:48 | 26:48 | 32:13 | 35:56 | 35:56 | 09:08 | 06:45 |
 | Vanguard | 24 | 66.67% | 69.6 | 54.17% | -12.50% | +12.50% | -20.84% | -9.90% | 08:29 | 04:33 | 06:16 | 08:44 | 09:38 | 14:23 | 03:22 | 02:29 |
 | Octarine Core | 13 | 36.11% | 67.4 | 61.54% | +5.02% | -28.21% | +38.46% | 4.43% | 25:28 | 14:18 | 15:49 | 24:33 | 30:53 | 43:06 | 15:04 | 11:09 |
 | Headdress | 9 | 25.00% | 65.2 | 66.67% | +11.11% | +33.33% | +33.33% | 0.00% | 16:30 | 09:57 | 13:29 | 15:34 | 20:37 | 23:19 | 07:08 | 05:17 |
 | Aghanim's Scepter | 12 | 33.33% | 63.0 | 58.33% | 0.00% | +8.34% | -25.00% | -2.93% | 27:53 | 19:45 | 21:34 | 24:04 | 32:57 | 39:18 | 11:23 | 08:25 |
 | Aghanim's Shard | 12 | 33.33% | 60.9 | 58.33% | 0.00% | +8.34% | -25.00% | -2.72% | 29:27 | 16:27 | 19:49 | 29:52 | 32:04 | 44:12 | 12:15 | 09:04 |
 | Bracer | 12 | 33.33% | 58.7 | 58.33% | 0.00% | +41.67% | +8.34% | -16.81% | 03:07 | 01:21 | 01:56 | 02:39 | 03:55 | 05:36 | 01:59 | 01:28 |
 | Wind Lace | 6 | 16.67% | 56.5 | 66.67% | +10.00% | -16.67% | +33.33% | 0.00% | 20:13 | 03:34 | 16:43 | 19:15 | 23:59 | 34:56 | 07:16 | 05:22 |
 | Eul's Scepter of Divinity | 6 | 16.67% | 54.3 | 66.67% | +10.00% | -16.67% | +33.33% | 0.00% | 22:46 | 14:11 | 17:14 | 19:45 | 25:58 | 36:01 | 08:44 | 06:28 |
 | Linken's Sphere | 6 | 16.67% | 52.2 | 66.67% | +10.00% | +33.33% | +33.33% | 0.00% | 34:57 | 26:14 | 27:43 | 33:54 | 40:21 | 44:05 | 12:38 | 09:21 |
 | Boots of Travel | 4 | 11.11% | 50.0 | 75.00% | +18.75% | +25.00% | +25.00% | 0.00% | 34:14 | 30:42 | 30:42 | 31:37 | 33:27 | 41:09 | 02:45 | 02:02 |
 | Bottle | 12 | 33.33% | 47.8 | 50.00% | -12.50% | -16.67% | +16.67% | 33.34% | 01:30 | 01:14 | 01:19 | 01:27 | 01:36 | 01:50 | 00:17 | 00:12 |
 | Lotus Orb | 10 | 27.78% | 45.7 | 50.00% | -11.54% | -16.67% | 0.00% | 1.99% | 22:51 | 13:47 | 18:33 | 20:37 | 26:55 | 37:36 | 08:22 | 06:11 |
 | Heaven's Halberd | 8 | 22.22% | 43.5 | 50.00% | -10.71% | 0.00% | 0.00% | 0.00% | 24:22 | 14:23 | 21:29 | 24:27 | 26:52 | 29:39 | 05:23 | 03:59 |
 | Cornucopia | 5 | 13.89% | 41.3 | 60.00% | +1.94% | +40.00% | -60.00% | 0.00% | 32:13 | 24:26 | 24:26 | 33:54 | 37:18 | 40:21 | 12:52 | 09:31 |
 | Helm of Iron Will | 5 | 13.89% | 39.1 | 60.00% | +1.94% | -60.00% | +40.00% | 0.00% | 21:23 | 16:12 | 16:12 | 20:28 | 24:19 | 28:21 | 08:07 | 06:00 |
 | Quelling Blade | 6 | 16.67% | 37.0 | 50.00% | -10.00% | 0.00% | -50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Overwhelming Blink | 3 | 8.33% | 34.8 | 66.67% | +9.09% | +33.33% | 0.00% | 0.00% | 44:38 | 27:21 | 27:21 | 46:40 | 59:54 | 59:54 | 32:33 | 24:06 |
 | Black King Bar | 7 | 19.44% | 32.6 | 42.86% | -19.21% | +7.14% | +7.14% | 0.00% | 34:56 | 20:18 | 22:19 | 31:43 | 39:27 | 1:04:08 | 17:08 | 12:41 |
 | Guardian Greaves | 4 | 11.11% | 30.4 | 50.00% | -9.38% | +50.00% | -50.00% | 0.00% | 17:11 | 14:03 | 14:03 | 16:54 | 17:13 | 20:32 | 03:10 | 02:20 |
 | Buckler | 4 | 11.11% | 28.3 | 50.00% | -9.38% | +50.00% | -50.00% | 0.00% | 15:13 | 13:00 | 13:00 | 13:16 | 14:58 | 19:39 | 01:58 | 01:27 |
 | Crimson Guard | 4 | 11.11% | 26.1 | 50.00% | -9.38% | -50.00% | +50.00% | 0.00% | 20:56 | 17:41 | 17:41 | 19:14 | 20:57 | 25:51 | 03:16 | 02:25 |
 | Mekansm | 4 | 11.11% | 23.9 | 50.00% | -9.38% | +50.00% | -50.00% | 0.00% | 13:56 | 11:17 | 11:17 | 13:30 | 14:17 | 16:41 | 03:00 | 02:13 |
 | Chainmail | 4 | 11.11% | 21.7 | 50.00% | -9.38% | +50.00% | -50.00% | 0.00% | 13:24 | 10:37 | 10:37 | 12:59 | 14:17 | 15:42 | 03:40 | 02:42 |
 | Bloodstone | 1 | 2.78% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 2.78% | 17.4 | 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 |
 | Aeon Disk | 1 | 2.78% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 00:00 | 00:00 |
 | Scythe of Vyse | 7 | 19.44% | 13.0 | 28.57% | -36.95% | +21.43% | +21.43% | 0.00% | 38:17 | 30:40 | 32:32 | 34:24 | 39:06 | 56:03 | 06:34 | 04:51 |
 | Boots of Travel 2 | 3 | 8.33% | 10.9 | 33.33% | -27.28% | +66.67% | 0.00% | 0.00% | 51:10 | 41:57 | 41:57 | 46:31 | 1:05:02 | 1:05:02 | 23:05 | 17:05 |
 | Aghanim's Blessing | 1 | 2.78% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 5.56% | 6.5 | 0.00% | -61.76% | 0.00% | 0.00% | 0.00% | 31:02 | 27:51 | 27:51 | 34:12 | 34:12 | 34:12 | 06:21 | 04:42 |
 | Wind Waker | 1 | 2.78% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:22 | 54:22 | 54:22 | 54:22 | 54:22 | 54:22 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.78% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |