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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 | 8 | 19.51% | 100.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 24:48 | 17:06 | 20:18 | 23:47 | 26:52 | 35:06 | 06:34 | 04:51 |
 | Kaya | 8 | 19.51% | 97.9 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 24:32 | 16:39 | 19:57 | 23:25 | 26:52 | 34:47 | 06:55 | 05:07 |
 | Sange | 10 | 24.39% | 95.7 | 90.00% | +44.84% | -23.33% | +10.00% | 3.72% | 20:37 | 12:14 | 15:54 | 19:42 | 24:51 | 32:24 | 08:57 | 06:37 |
 | Phase Boots | 14 | 34.15% | 93.6 | 71.43% | +23.28% | +3.57% | +28.57% | 9.09% | 07:34 | 05:47 | 06:29 | 07:00 | 09:14 | 10:32 | 02:45 | 02:02 |
 | Chainmail | 31 | 75.61% | 91.5 | 61.29% | +21.29% | +13.71% | +1.21% | -2.68% | 09:31 | 04:28 | 06:30 | 08:44 | 11:10 | 20:27 | 04:40 | 03:27 |
 | Eul's Scepter of Divinity | 20 | 48.78% | 89.4 | 65.00% | +17.38% | -25.00% | +15.00% | 12.63% | 15:54 | 11:38 | 13:57 | 16:01 | 17:07 | 19:09 | 03:10 | 02:20 |
 | Boots of Speed | 41 | 100.00% | 87.2 | 56.10% | +56.10% | +3.90% | -6.10% | -7.23% | 03:38 | 01:47 | 02:26 | 03:08 | 03:49 | 10:02 | 01:23 | 01:01 |
 | Magic Stick | 41 | 100.00% | 85.1 | 56.10% | +56.10% | +13.90% | -16.10% | -12.33% | 01:53 | -01:29 | -01:29 | 01:12 | 03:55 | 09:31 | 05:24 | 04:00 |
 | Magic Wand | 41 | 100.00% | 83.0 | 56.10% | +56.10% | +23.90% | +3.90% | -5.19% | 05:10 | 00:54 | 02:54 | 04:34 | 06:45 | 12:02 | 03:51 | 02:51 |
 | Wind Lace | 28 | 68.29% | 80.9 | 57.14% | +3.29% | 0.00% | +14.29% | 1.72% | 09:11 | -01:29 | 04:33 | 07:49 | 12:51 | 20:52 | 08:18 | 06:08 |
 | Hood of Defiance | 37 | 90.24% | 78.7 | 54.05% | -20.95% | +23.73% | -9.61% | -10.47% | 10:58 | 06:03 | 08:01 | 09:36 | 11:12 | 30:33 | 03:11 | 02:21 |
 | Ring of Health | 37 | 90.24% | 76.6 | 54.05% | -20.95% | +12.62% | -9.61% | -7.49% | 10:08 | 02:56 | 07:49 | 09:25 | 10:47 | 24:49 | 02:58 | 02:11 |
 | Void Stone | 26 | 63.41% | 74.5 | 57.69% | +4.36% | -0.55% | -24.36% | -3.80% | 17:14 | 07:44 | 12:49 | 15:39 | 19:05 | 31:26 | 06:16 | 04:38 |
 | Guardian Greaves | 10 | 24.39% | 72.3 | 70.00% | +18.39% | +30.00% | -20.00% | -25.86% | 21:19 | 15:51 | 20:09 | 21:21 | 22:05 | 28:04 | 01:56 | 01:25 |
 | Null Talisman | 21 | 51.22% | 70.2 | 57.14% | +2.14% | +2.86% | +2.86% | 0.00% | 03:07 | 00:55 | 01:44 | 02:45 | 03:42 | 09:00 | 01:58 | 01:27 |
 | Aghanim's Scepter | 3 | 7.32% | 68.1 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 31:43 | 24:16 | 24:16 | 29:46 | 41:08 | 41:08 | 16:52 | 12:29 |
 | Lotus Orb | 13 | 31.71% | 66.0 | 61.54% | +7.97% | -28.21% | +5.13% | 6.41% | 27:01 | 19:12 | 24:47 | 25:43 | 29:59 | 34:37 | 05:12 | 03:51 |
 | Buckler | 11 | 26.83% | 63.8 | 63.64% | +10.31% | +3.03% | -30.31% | -11.50% | 17:08 | 12:54 | 14:59 | 16:22 | 17:53 | 22:06 | 02:54 | 02:08 |
 | Mekansm | 16 | 39.02% | 61.7 | 56.25% | +0.25% | +18.75% | -31.25% | -13.64% | 13:31 | 07:50 | 11:06 | 13:25 | 14:46 | 21:40 | 03:40 | 02:42 |
 | Headdress | 21 | 51.22% | 59.6 | 52.38% | -7.62% | +27.62% | +7.62% | -3.35% | 12:03 | 04:26 | 08:46 | 11:53 | 14:44 | 19:37 | 05:58 | 04:25 |
 | Ring of Protection | 12 | 29.27% | 57.4 | 58.33% | +3.16% | -25.00% | -25.00% | 0.00% | 14:12 | -01:29 | 12:54 | 15:55 | 17:53 | 22:06 | 04:59 | 03:41 |
 | Pipe of Insight | 13 | 31.71% | 55.3 | 53.85% | -3.29% | +12.82% | +12.82% | 0.00% | 23:43 | 17:20 | 18:14 | 19:20 | 22:41 | 53:54 | 04:27 | 03:17 |
 | Bracer | 8 | 19.51% | 53.2 | 62.50% | +7.95% | -12.50% | -12.50% | 0.00% | 01:58 | -01:29 | 01:48 | 01:51 | 02:21 | 05:04 | 00:33 | 00:24 |
 | Arcane Boots | 16 | 39.02% | 51.1 | 50.00% | -10.00% | +25.00% | -25.00% | -6.99% | 16:56 | 07:23 | 12:00 | 16:05 | 19:09 | 31:55 | 07:09 | 05:17 |
 | Aghanim's Shard | 6 | 14.63% | 48.9 | 66.67% | +12.38% | +33.33% | +33.33% | 0.00% | 26:03 | 20:40 | 22:33 | 24:03 | 29:41 | 30:17 | 07:08 | 05:17 |
 | Shiva's Guard | 6 | 14.63% | 46.8 | 66.67% | +12.38% | -16.67% | +33.33% | 0.00% | 34:47 | 26:46 | 30:45 | 31:19 | 37:43 | 48:38 | 06:58 | 05:09 |
 | Power Treads | 9 | 21.95% | 44.7 | 55.56% | -0.69% | -55.56% | +44.44% | 60.00% | 07:58 | 05:35 | 06:27 | 07:24 | 08:07 | 11:30 | 01:40 | 01:14 |
 | Holy Locket | 2 | 4.88% | 42.6 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 25:10 | 22:17 | 22:17 | 28:02 | 28:02 | 28:02 | 05:45 | 04:15 |
 | Eternal Shroud | 2 | 4.88% | 40.4 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 36:04 | 32:41 | 32:41 | 39:26 | 39:26 | 39:26 | 06:45 | 05:00 |
 | Radiance | 2 | 4.88% | 38.3 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 25:38 | 23:33 | 23:33 | 27:42 | 27:42 | 27:42 | 04:09 | 03:04 |
 | Solar Crest | 3 | 7.32% | 36.2 | 66.67% | +11.41% | -66.67% | 0.00% | 0.00% | 25:22 | 23:30 | 23:30 | 25:40 | 26:56 | 26:56 | 03:26 | 02:32 |
 | Fluffy Hat | 7 | 17.07% | 34.0 | 42.86% | -15.96% | +7.14% | +7.14% | 0.00% | 15:18 | 02:23 | 03:04 | 15:33 | 21:23 | 27:27 | 18:19 | 13:34 |
 | Medallion of Courage | 4 | 9.76% | 31.9 | 50.00% | -6.76% | +50.00% | +50.00% | 0.00% | 22:05 | 20:50 | 20:50 | 21:20 | 21:55 | 24:15 | 01:05 | 00:48 |
 | Blight Stone | 4 | 9.76% | 29.8 | 50.00% | -6.76% | +50.00% | +50.00% | 0.00% | 22:00 | 20:50 | 20:50 | 21:20 | 21:34 | 24:15 | 00:44 | 00:32 |
 | Crown | 4 | 9.76% | 27.7 | 50.00% | -6.76% | -50.00% | +50.00% | 0.00% | 23:39 | 22:25 | 22:25 | 22:59 | 24:16 | 24:54 | 01:51 | 01:22 |
 | Glimmer Cape | 1 | 2.44% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.44% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:53 | 43:53 | 43:53 | 43:53 | 43:53 | 43:53 | 00:00 | 00:00 |
 | Aeon Disk | 5 | 12.20% | 21.3 | 40.00% | -18.33% | -40.00% | -40.00% | 0.00% | 37:55 | 33:22 | 33:22 | 36:41 | 38:03 | 47:40 | 04:41 | 03:28 |
 | Black King Bar | 2 | 4.88% | 19.1 | 50.00% | -6.41% | +50.00% | 0.00% | 0.00% | 36:27 | 33:08 | 33:08 | 39:45 | 39:45 | 39:45 | 06:37 | 04:54 |
 | Witch Blade | 2 | 4.88% | 17.0 | 50.00% | -6.41% | +50.00% | 0.00% | 0.00% | 13:14 | 12:29 | 12:29 | 13:58 | 13:58 | 13:58 | 01:29 | 01:05 |
 | Quelling Blade | 3 | 7.32% | 14.9 | 33.33% | -24.56% | -33.33% | 0.00% | 0.00% | 03:56 | -01:29 | -01:29 | -01:29 | 14:45 | 14:45 | 16:14 | 12:01 |
 | Force Staff | 4 | 9.76% | 12.8 | 25.00% | -34.46% | +75.00% | -25.00% | 0.00% | 19:59 | 15:28 | 15:28 | 17:33 | 22:09 | 24:44 | 06:41 | 04:57 |
 | Heaven's Halberd | 1 | 2.44% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:30 | 16:30 | 16:30 | 16:30 | 16:30 | 16:30 | 00:00 | 00:00 |
 | Bottle | 1 | 2.44% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.44% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.44% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:21 | 06:21 | 06:21 | 06:21 | 06:21 | 06:21 | 00:00 | 00:00 |
 | Blink Dagger | 3 | 7.32% | 2.1 | 0.00% | -60.53% | 0.00% | 0.00% | 0.00% | 36:37 | 20:51 | 20:51 | 34:00 | 55:00 | 55:00 | 34:09 | 25:17 |