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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 | 39 | 70.91% | 100.0 | 61.54% | +30.29% | +18.46% | -11.54% | -6.12% | 24:16 | 18:28 | 20:51 | 22:49 | 25:45 | 42:43 | 04:54 | 03:37 |
 | Sange | 31 | 56.36% | 97.6 | 61.29% | +19.62% | -11.29% | -11.29% | 0.00% | 26:24 | 18:41 | 22:45 | 25:34 | 28:39 | 42:43 | 05:54 | 04:22 |
 | Kaya and Sange | 30 | 54.55% | 95.1 | 60.00% | +16.00% | +15.00% | -17.14% | -5.03% | 27:24 | 21:01 | 23:58 | 26:00 | 30:21 | 42:43 | 06:23 | 04:43 |
 | Blink Dagger | 53 | 96.36% | 92.7 | 54.72% | +54.72% | +22.20% | -16.26% | -11.54% | 17:53 | 13:37 | 15:53 | 17:11 | 19:13 | 25:48 | 03:20 | 02:28 |
 | Witch Blade | 54 | 98.18% | 90.2 | 53.70% | +53.70% | +10.59% | -22.93% | -15.12% | 12:19 | 07:43 | 11:24 | 12:12 | 13:37 | 15:59 | 02:13 | 01:38 |
 | Bottle | 54 | 98.18% | 87.8 | 53.70% | +53.70% | -3.70% | -7.55% | -3.85% | 01:18 | -00:31 | 01:09 | 01:20 | 01:32 | 02:06 | 00:23 | 00:17 |
 | Chainmail | 54 | 98.18% | 85.4 | 53.70% | +53.70% | -3.70% | -15.24% | -3.41% | 10:30 | 02:56 | 08:59 | 10:46 | 12:22 | 14:52 | 03:23 | 02:30 |
 | Void Stone | 35 | 63.64% | 82.9 | 57.14% | +12.14% | -1.58% | -1.58% | 0.00% | 29:14 | 16:30 | 24:28 | 29:34 | 32:09 | 46:44 | 07:41 | 05:41 |
 | Null Talisman | 35 | 63.64% | 80.5 | 57.14% | +12.14% | +9.53% | -1.58% | -8.44% | 04:07 | 00:22 | 03:32 | 03:57 | 04:51 | 07:30 | 01:19 | 00:58 |
 | Boots of Speed | 55 | 100.00% | 78.0 | 52.73% | +52.73% | +11.56% | +11.56% | 0.00% | 07:13 | 03:28 | 05:25 | 06:10 | 08:10 | 12:37 | 02:45 | 02:02 |
 | Aether Lens | 19 | 34.55% | 75.6 | 63.16% | +15.94% | -3.16% | -43.16% | -6.25% | 35:29 | 29:18 | 31:39 | 34:10 | 38:03 | 46:47 | 06:24 | 04:44 |
 | Magic Stick | 49 | 89.09% | 73.2 | 53.06% | +3.06% | +21.94% | -3.06% | -4.46% | 05:33 | 00:58 | 02:12 | 02:35 | 07:48 | 18:03 | 05:36 | 04:08 |
 | Magic Wand | 49 | 89.09% | 70.7 | 53.06% | +3.06% | +13.61% | +5.27% | -1.64% | 07:22 | 02:39 | 03:57 | 05:41 | 09:03 | 18:03 | 05:06 | 03:46 |
 | Ring of Health | 17 | 30.91% | 68.3 | 58.82% | +8.82% | +16.18% | -8.82% | -3.91% | 31:15 | 17:13 | 26:25 | 28:19 | 32:49 | 1:08:04 | 06:24 | 04:44 |
 | Octarine Core | 16 | 29.09% | 65.9 | 56.25% | +4.97% | +18.75% | -31.25% | -7.25% | 36:49 | 29:18 | 32:54 | 34:10 | 39:48 | 47:52 | 06:54 | 05:06 |
 | Linken's Sphere | 12 | 21.82% | 63.4 | 58.33% | +7.17% | +8.34% | +8.34% | 0.00% | 29:25 | 22:36 | 26:20 | 28:12 | 30:43 | 39:49 | 04:23 | 03:14 |
 | Power Treads | 17 | 30.91% | 61.0 | 52.94% | +0.31% | +22.06% | -27.94% | -28.30% | 07:33 | 05:47 | 06:33 | 07:24 | 08:19 | 11:09 | 01:46 | 01:18 |
 | Overwhelming Blink | 6 | 10.91% | 58.5 | 66.67% | +15.65% | -16.67% | -66.67% | 0.00% | 44:02 | 35:28 | 37:14 | 37:57 | 51:59 | 54:41 | 14:45 | 10:55 |
 | Arcane Boots | 9 | 16.36% | 56.1 | 55.56% | +3.39% | +44.44% | -55.56% | 0.00% | 28:59 | 15:39 | 16:20 | 30:03 | 36:17 | 40:45 | 19:57 | 14:46 |
 | Aeon Disk | 12 | 21.82% | 53.7 | 41.67% | -14.14% | +25.00% | -41.67% | -6.42% | 31:57 | 19:10 | 26:35 | 30:18 | 36:58 | 48:21 | 10:23 | 07:41 |
 | Wind Lace | 9 | 16.36% | 51.2 | 44.44% | -9.91% | -44.44% | +5.56% | 0.00% | 22:09 | 14:18 | 15:20 | 23:53 | 24:37 | 30:09 | 09:17 | 06:52 |
 | Eul's Scepter of Divinity | 9 | 16.36% | 48.8 | 44.44% | -9.91% | +5.56% | +5.56% | 0.00% | 23:56 | 16:36 | 16:51 | 24:33 | 29:13 | 31:27 | 12:22 | 09:09 |
 | Ethereal Blade | 3 | 5.45% | 46.3 | 66.67% | +14.75% | +33.33% | 0.00% | 0.00% | 30:45 | 23:14 | 23:14 | 28:44 | 40:16 | 40:16 | 17:02 | 12:37 |
 | Ghost Scepter | 4 | 7.27% | 43.9 | 50.00% | -2.94% | +50.00% | -50.00% | 0.00% | 28:51 | 19:13 | 19:13 | 28:26 | 29:57 | 37:49 | 10:44 | 07:57 |
 | Hood of Defiance | 1 | 1.82% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.82% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.82% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 00:00 | 00:00 |
 | Headdress | 1 | 1.82% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 3.64% | 31.7 | 50.00% | -2.83% | +50.00% | 0.00% | 0.00% | 37:39 | 32:15 | 32:15 | 43:02 | 43:02 | 43:02 | 10:47 | 07:59 |
 | Black King Bar | 8 | 14.55% | 29.3 | 12.50% | -47.07% | -12.50% | -12.50% | 0.00% | 32:04 | 23:02 | 26:25 | 28:15 | 34:23 | 52:03 | 07:58 | 05:54 |
 | Ring of Protection | 2 | 3.64% | 26.8 | 0.00% | -54.72% | 0.00% | 0.00% | 0.00% | 02:39 | -01:29 | -01:29 | 06:46 | 06:46 | 06:46 | 08:15 | 06:06 |
 | Aghanim's Blessing | 1 | 1.82% | 24.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 00:00 | 00:00 |
 | Crown | 4 | 7.27% | 22.0 | 0.00% | -56.86% | 0.00% | 0.00% | 0.00% | 43:20 | 36:01 | 36:01 | 39:08 | 42:50 | 55:20 | 06:49 | 05:02 |
 | Refresher Orb | 2 | 3.64% | 19.5 | 0.00% | -54.72% | 0.00% | 0.00% | 0.00% | 56:13 | 44:20 | 44:20 | 1:08:05 | 1:08:05 | 1:08:05 | 23:45 | 17:35 |
 | Urn of Shadows | 2 | 3.64% | 17.1 | 0.00% | -54.72% | 0.00% | 0.00% | 0.00% | 06:25 | 05:10 | 05:10 | 07:40 | 07:40 | 07:40 | 02:30 | 01:51 |
 | Dagon (level 4) | 3 | 5.45% | 14.6 | 0.00% | -55.77% | 0.00% | 0.00% | 0.00% | 52:57 | 45:18 | 45:18 | 50:09 | 1:03:25 | 1:03:25 | 18:07 | 13:25 |
 | Dagon (level 3) | 4 | 7.27% | 12.2 | 0.00% | -56.86% | 0.00% | 0.00% | 0.00% | 47:03 | 38:43 | 38:43 | 45:18 | 45:24 | 58:46 | 06:41 | 04:57 |
 | Dagon (level 2) | 4 | 7.27% | 9.8 | 0.00% | -56.86% | 0.00% | 0.00% | 0.00% | 46:20 | 38:43 | 38:43 | 43:31 | 44:19 | 58:46 | 05:36 | 04:08 |
 | Dagon | 4 | 7.27% | 7.3 | 0.00% | -56.86% | 0.00% | 0.00% | 0.00% | 43:27 | 36:02 | 36:02 | 39:09 | 42:50 | 55:47 | 06:48 | 05:02 |
 | Aghanim's Scepter | 1 | 1.82% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 00:00 | 00:00 |
 | Dagon (level 5) | 3 | 5.45% | 2.4 | 0.00% | -55.77% | 0.00% | 0.00% | 0.00% | 53:26 | 46:45 | 46:45 | 50:09 | 1:03:25 | 1:03:25 | 16:40 | 12:20 |