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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 | |
 | Ring of Health | 14 | 11.38% | 100.0 | 92.86% | +50.66% | +7.14% | +7.14% | 0.00% | 33:06 | 18:41 | 28:20 | 30:46 | 37:26 | 49:53 | 09:06 | 06:44 |
 | Ghost Scepter | 11 | 8.94% | 97.8 | 90.91% | +47.16% | +9.09% | -24.24% | -4.85% | 33:52 | 22:54 | 30:21 | 35:12 | 37:13 | 40:33 | 06:52 | 05:05 |
 | Linken's Sphere | 9 | 7.32% | 95.7 | 88.89% | +44.15% | +11.11% | +11.11% | 0.00% | 34:09 | 21:11 | 29:03 | 33:08 | 39:48 | 42:48 | 10:45 | 07:57 |
 | Kaya and Sange | 68 | 55.28% | 93.5 | 61.76% | +30.85% | -2.94% | +14.71% | 1.65% | 24:46 | 13:36 | 18:50 | 24:23 | 29:32 | 42:07 | 10:42 | 07:55 |
 | Sange | 70 | 56.91% | 91.3 | 60.00% | +27.92% | +6.67% | +22.35% | 1.66% | 23:46 | 13:36 | 18:25 | 22:48 | 27:51 | 42:07 | 09:26 | 06:59 |
 | Ethereal Blade | 8 | 6.50% | 89.1 | 87.50% | +42.28% | +12.50% | -37.50% | -4.91% | 37:13 | 28:23 | 29:37 | 36:23 | 39:48 | 51:56 | 10:11 | 07:32 |
 | Aghanim's Scepter | 97 | 78.86% | 87.0 | 54.64% | +31.56% | +7.86% | -8.81% | -2.73% | 25:12 | 15:47 | 21:47 | 25:00 | 27:54 | 36:53 | 06:07 | 04:31 |
 | Kaya | 77 | 62.60% | 84.8 | 55.84% | +21.06% | -8.47% | -3.21% | 0.37% | 21:18 | 10:07 | 13:53 | 19:42 | 28:00 | 42:07 | 14:07 | 10:27 |
 | Void Stone | 90 | 73.17% | 82.6 | 54.44% | +24.14% | -10.96% | -4.44% | 1.20% | 14:48 | 06:46 | 10:46 | 13:32 | 16:13 | 44:49 | 05:27 | 04:02 |
 | Aeon Disk | 17 | 13.82% | 80.4 | 70.59% | +26.25% | +4.41% | +4.41% | 0.00% | 37:35 | 27:07 | 31:08 | 36:06 | 43:05 | 53:38 | 11:57 | 08:51 |
 | Magic Wand | 107 | 86.99% | 78.3 | 50.47% | +19.22% | -6.03% | +1.38% | 1.90% | 06:51 | 00:35 | 04:34 | 06:33 | 08:28 | 19:17 | 03:54 | 02:53 |
 | Wind Lace | 84 | 68.29% | 76.1 | 51.19% | +10.16% | +10.71% | -3.57% | -4.35% | 11:35 | -01:25 | 09:50 | 11:30 | 13:07 | 32:47 | 03:17 | 02:25 |
 | Magic Stick | 109 | 88.62% | 73.9 | 49.54% | +13.83% | +2.31% | -5.10% | -1.89% | 04:17 | -01:29 | 02:15 | 03:12 | 06:10 | 19:17 | 03:55 | 02:54 |
 | Eul's Scepter of Divinity | 83 | 67.48% | 71.7 | 50.60% | +8.10% | +25.59% | -7.74% | -10.47% | 15:03 | 10:28 | 13:13 | 14:22 | 16:24 | 32:57 | 03:11 | 02:21 |
 | Boots of Speed | 123 | 100.00% | 69.6 | 47.97% | +47.97% | +10.09% | -9.26% | -8.06% | 05:22 | 01:44 | 04:08 | 05:29 | 06:32 | 11:02 | 02:24 | 01:46 |
 | Bottle | 119 | 96.75% | 67.4 | 47.90% | -2.10% | +15.43% | -4.57% | -20.00% | 01:43 | 00:29 | 01:24 | 01:36 | 01:44 | 06:05 | 00:20 | 00:14 |
 | Aghanim's Shard | 60 | 48.78% | 65.2 | 51.67% | +7.23% | -11.67% | +8.33% | 2.28% | 31:09 | 20:02 | 25:12 | 30:19 | 33:58 | 53:59 | 08:46 | 06:29 |
 | Shiva's Guard | 11 | 8.94% | 63.0 | 72.73% | +27.19% | +27.27% | -6.06% | -5.05% | 38:19 | 29:15 | 35:12 | 39:25 | 41:48 | 44:28 | 06:36 | 04:53 |
 | Quelling Blade | 121 | 98.37% | 60.9 | 47.11% | -52.89% | +2.89% | -3.78% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 00:58 | 00:00 | 00:00 |
 | Aether Lens | 4 | 3.25% | 58.7 | 100.00% | +53.78% | 0.00% | 0.00% | 0.00% | 45:53 | 38:56 | 38:56 | 45:06 | 48:20 | 51:08 | 09:24 | 06:57 |
 | Octarine Core | 4 | 3.25% | 56.5 | 100.00% | +53.78% | 0.00% | 0.00% | 0.00% | 46:55 | 38:56 | 38:56 | 46:45 | 50:49 | 51:08 | 11:53 | 08:48 |
 | Null Talisman | 108 | 87.80% | 54.3 | 46.30% | -13.70% | +5.55% | -1.86% | -4.36% | 04:40 | 01:37 | 03:45 | 04:22 | 05:27 | 08:20 | 01:42 | 01:15 |
 | Phase Boots | 24 | 19.51% | 52.2 | 58.33% | +12.88% | +8.34% | +8.34% | 0.00% | 08:57 | 05:16 | 07:56 | 09:24 | 10:02 | 11:26 | 02:06 | 01:33 |
 | Black King Bar | 19 | 15.45% | 50.0 | 57.89% | +11.74% | -17.89% | +2.11% | 4.03% | 33:33 | 26:33 | 30:23 | 32:37 | 35:21 | 41:35 | 04:58 | 03:40 |
 | Chainmail | 26 | 21.14% | 47.8 | 53.85% | +7.46% | +3.29% | +12.82% | 4.61% | 08:40 | 04:50 | 07:26 | 08:37 | 09:30 | 15:11 | 02:04 | 01:31 |
 | Dagon | 5 | 4.07% | 45.7 | 80.00% | +33.39% | +20.00% | +20.00% | 0.00% | 40:27 | 28:39 | 28:39 | 41:02 | 44:17 | 52:19 | 15:38 | 11:34 |
 | Crown | 5 | 4.07% | 43.5 | 80.00% | +33.39% | +20.00% | +20.00% | 0.00% | 40:18 | 28:39 | 28:39 | 40:18 | 44:17 | 52:19 | 15:38 | 11:34 |
 | Dagon (level 4) | 2 | 1.63% | 41.3 | 100.00% | +52.89% | 0.00% | 0.00% | 0.00% | 42:57 | 31:24 | 31:24 | 54:29 | 54:29 | 54:29 | 23:05 | 17:05 |
 | Dagon (level 5) | 2 | 1.63% | 39.1 | 100.00% | +52.89% | 0.00% | 0.00% | 0.00% | 44:34 | 32:54 | 32:54 | 56:13 | 56:13 | 56:13 | 23:19 | 17:16 |
 | Wind Waker | 2 | 1.63% | 37.0 | 100.00% | +52.89% | 0.00% | 0.00% | 0.00% | 56:11 | 54:44 | 54:44 | 57:37 | 57:37 | 57:37 | 02:53 | 02:08 |
 | Dagon (level 3) | 2 | 1.63% | 34.8 | 100.00% | +52.89% | 0.00% | 0.00% | 0.00% | 41:52 | 29:48 | 29:48 | 53:56 | 53:56 | 53:56 | 24:08 | 17:52 |
 | Dagon (level 2) | 2 | 1.63% | 32.6 | 100.00% | +52.89% | 0.00% | 0.00% | 0.00% | 40:29 | 28:39 | 28:39 | 52:19 | 52:19 | 52:19 | 23:40 | 17:31 |
 | Orb of Venom | 2 | 1.63% | 30.4 | 100.00% | +52.89% | 0.00% | 0.00% | 0.00% | 01:41 | -01:29 | -01:29 | 04:50 | 04:50 | 04:50 | 06:19 | 04:40 |
 | Refresher Orb | 2 | 1.63% | 28.3 | 100.00% | +52.89% | 0.00% | 0.00% | 0.00% | 42:39 | 35:19 | 35:19 | 49:59 | 49:59 | 49:59 | 14:40 | 10:51 |
 | Scythe of Vyse | 6 | 4.88% | 26.1 | 50.00% | +2.14% | 0.00% | -50.00% | 0.00% | 46:26 | 37:58 | 44:15 | 44:40 | 51:39 | 53:02 | 07:24 | 05:28 |
 | Arcane Boots | 3 | 2.44% | 23.9 | 66.67% | +19.17% | +33.33% | 0.00% | 0.00% | 28:47 | 24:18 | 24:18 | 29:47 | 32:16 | 32:16 | 07:58 | 05:54 |
 | Blink Dagger | 4 | 3.25% | 21.7 | 50.00% | +2.10% | +50.00% | -50.00% | 0.00% | 40:28 | 30:15 | 30:15 | 34:35 | 48:10 | 48:50 | 17:55 | 13:16 |
 | Tranquil Boots | 1 | 0.81% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.81% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.81% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:47 | 55:47 | 55:47 | 55:47 | 55:47 | 55:47 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 1.63% | 13.0 | 50.00% | +2.07% | -50.00% | 0.00% | 0.00% | 09:48 | 08:04 | 08:04 | 11:31 | 11:31 | 11:31 | 03:27 | 02:33 |
 | Urn of Shadows | 3 | 2.44% | 10.9 | 33.33% | -15.00% | -33.33% | 0.00% | 0.00% | 08:01 | 06:09 | 06:09 | 07:44 | 10:11 | 10:11 | 04:02 | 02:59 |
 | Spirit Vessel | 3 | 2.44% | 8.7 | 33.33% | -15.00% | +66.67% | 0.00% | 0.00% | 14:39 | 12:52 | 12:52 | 15:12 | 15:53 | 15:53 | 03:01 | 02:14 |
 | Power Treads | 3 | 2.44% | 6.5 | 33.33% | -15.00% | -33.33% | 0.00% | 0.00% | 09:09 | 08:57 | 08:57 | 09:03 | 09:26 | 09:26 | 00:29 | 00:21 |
 | Ring of Protection | 3 | 2.44% | 4.3 | 33.33% | -15.00% | -33.33% | 0.00% | 0.00% | 07:20 | 05:16 | 05:16 | 07:17 | 09:26 | 09:26 | 04:10 | 03:05 |
 | Blade Mail | 1 | 0.81% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 00:00 | 00:00 |