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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 | |
 | Shiva's Guard | 27 | 36.00% | 100.0 | 74.07% | +28.24% | +11.64% | -2.64% | -2.27% | 32:02 | 23:52 | 28:45 | 32:42 | 35:02 | 39:46 | 06:17 | 04:39 |
 | Soul Ring | 16 | 21.33% | 98.0 | 75.00% | +24.15% | 0.00% | -25.00% | -9.93% | 07:35 | 03:50 | 05:44 | 06:48 | 08:15 | 18:30 | 02:31 | 01:51 |
 | Boots of Speed | 75 | 100.00% | 96.0 | 56.00% | +56.00% | +7.16% | +7.16% | 0.00% | 04:48 | 01:33 | 03:39 | 04:39 | 06:01 | 07:37 | 02:22 | 01:45 |
 | Black King Bar | 67 | 89.33% | 94.0 | 56.72% | +6.72% | +7.99% | -27.31% | -8.51% | 19:22 | 12:24 | 16:07 | 18:02 | 20:16 | 44:34 | 04:09 | 03:04 |
 | Ring of Protection | 30 | 40.00% | 92.0 | 63.33% | +12.22% | -13.33% | -6.19% | 1.50% | 03:55 | -01:29 | 01:33 | 03:16 | 06:19 | 18:30 | 04:46 | 03:31 |
 | Magic Stick | 66 | 88.00% | 90.0 | 56.06% | +0.50% | +8.65% | -12.31% | -4.59% | 03:13 | -01:30 | 01:21 | 02:37 | 05:55 | 14:23 | 04:34 | 03:22 |
 | Magic Wand | 65 | 86.67% | 88.0 | 55.38% | -4.62% | -11.63% | +13.37% | 5.70% | 05:51 | -01:29 | 03:26 | 06:04 | 07:49 | 14:42 | 04:23 | 03:14 |
 | Null Talisman | 59 | 78.67% | 86.0 | 55.93% | -0.32% | -2.60% | -15.93% | -7.02% | 03:06 | -01:29 | 02:06 | 02:28 | 04:00 | 10:45 | 01:54 | 01:24 |
 | Fluffy Hat | 7 | 9.33% | 84.0 | 85.71% | +32.77% | +14.29% | +14.29% | 0.00% | 15:54 | 04:57 | 05:34 | 11:16 | 21:51 | 34:12 | 16:17 | 12:03 |
 | Blink Dagger | 20 | 26.67% | 82.0 | 65.00% | +12.27% | +35.00% | -25.00% | -5.17% | 29:44 | 19:20 | 22:56 | 27:28 | 34:32 | 54:09 | 11:36 | 08:35 |
 | Aeon Disk | 11 | 14.67% | 80.0 | 72.73% | +19.60% | +27.27% | +27.27% | 0.00% | 34:04 | 29:18 | 32:06 | 32:47 | 36:06 | 41:02 | 04:00 | 02:57 |
 | Ring of Health | 27 | 36.00% | 78.0 | 59.26% | +5.09% | -16.40% | +12.17% | 1.94% | 27:42 | 09:00 | 18:38 | 24:14 | 33:20 | 53:44 | 14:42 | 10:53 |
 | Sange | 24 | 32.00% | 76.0 | 58.33% | +3.43% | -41.66% | +8.34% | 5.58% | 24:45 | 12:59 | 20:37 | 23:24 | 29:35 | 39:57 | 08:58 | 06:38 |
 | Chainmail | 22 | 29.33% | 74.0 | 59.09% | +4.37% | +7.58% | -19.09% | -10.32% | 07:59 | 04:03 | 05:54 | 06:27 | 08:29 | 23:26 | 02:35 | 01:54 |
 | Phase Boots | 22 | 29.33% | 72.0 | 59.09% | +4.37% | +7.58% | -19.09% | -8.08% | 09:28 | 06:16 | 07:09 | 08:15 | 10:27 | 23:26 | 03:18 | 02:26 |
 | Lotus Orb | 14 | 18.67% | 70.0 | 64.29% | +10.19% | -14.29% | +2.38% | 2.42% | 29:06 | 20:44 | 23:01 | 24:24 | 29:54 | 51:44 | 06:53 | 05:05 |
 | Void Stone | 38 | 50.67% | 68.0 | 50.00% | -12.16% | -30.00% | -5.56% | 1.29% | 25:32 | 07:23 | 14:28 | 23:53 | 33:21 | 53:44 | 18:53 | 13:59 |
 | Urn of Shadows | 15 | 20.00% | 66.0 | 60.00% | +5.00% | -10.00% | +15.00% | 9.43% | 04:47 | 02:36 | 03:09 | 05:24 | 05:48 | 08:07 | 02:39 | 01:57 |
 | Kaya | 11 | 14.67% | 64.0 | 63.64% | +8.95% | +3.03% | +3.03% | 0.00% | 24:01 | 19:25 | 20:28 | 24:05 | 25:36 | 29:00 | 05:08 | 03:48 |
 | Kaya and Sange | 9 | 12.00% | 62.0 | 66.67% | +12.12% | -66.67% | -16.67% | 0.00% | 25:08 | 19:57 | 23:19 | 24:34 | 26:14 | 30:32 | 02:55 | 02:09 |
 | Arcane Boots | 5 | 6.67% | 60.0 | 80.00% | +25.71% | +20.00% | -80.00% | 0.00% | 22:36 | 17:43 | 17:43 | 22:32 | 23:50 | 30:38 | 06:07 | 04:31 |
 | Force Staff | 5 | 6.67% | 58.0 | 80.00% | +25.71% | +20.00% | +20.00% | 0.00% | 27:57 | 22:30 | 22:30 | 25:39 | 33:07 | 34:12 | 10:37 | 07:51 |
 | Refresher Orb | 5 | 6.67% | 56.0 | 80.00% | +25.71% | +20.00% | +20.00% | 0.00% | 47:46 | 36:59 | 36:59 | 49:07 | 50:58 | 53:51 | 13:59 | 10:21 |
 | Aghanim's Shard | 34 | 45.33% | 54.0 | 44.12% | -21.73% | +11.44% | -6.62% | -1.23% | 30:07 | 18:10 | 23:40 | 28:05 | 38:19 | 47:14 | 14:39 | 10:51 |
 | Spirit Vessel | 10 | 13.33% | 52.0 | 60.00% | +4.62% | +40.00% | -60.00% | -57.69% | 12:14 | 08:53 | 11:41 | 12:17 | 13:25 | 14:05 | 01:44 | 01:17 |
 | Power Treads | 16 | 21.33% | 50.0 | 50.00% | -7.63% | -25.00% | +25.00% | 16.22% | 08:00 | 05:43 | 05:59 | 07:20 | 09:04 | 15:08 | 03:05 | 02:17 |
 | Heaven's Halberd | 11 | 14.67% | 48.0 | 54.55% | -1.70% | -21.22% | +12.12% | 8.03% | 26:38 | 15:22 | 23:20 | 26:23 | 27:29 | 34:44 | 04:09 | 03:04 |
 | Bottle | 20 | 26.67% | 46.0 | 45.00% | -15.00% | +15.00% | -5.00% | -20.00% | 01:25 | 00:14 | 01:12 | 01:20 | 01:43 | 02:09 | 00:31 | 00:22 |
 | Tranquil Boots | 4 | 5.33% | 44.0 | 75.00% | +20.07% | -75.00% | +25.00% | 0.00% | 08:56 | 05:39 | 05:39 | 09:23 | 10:17 | 10:26 | 04:38 | 03:25 |
 | Falcon Blade | 2 | 2.67% | 42.0 | 100.00% | +45.21% | 0.00% | 0.00% | 0.00% | 06:05 | 05:40 | 05:40 | 06:30 | 06:30 | 06:30 | 00:50 | 00:37 |
 | Glimmer Cape | 2 | 2.67% | 40.0 | 100.00% | +45.21% | 0.00% | 0.00% | 0.00% | 19:04 | 16:47 | 16:47 | 21:21 | 21:21 | 21:21 | 04:34 | 03:22 |
 | Quelling Blade | 5 | 6.67% | 38.0 | 60.00% | +4.29% | +40.00% | -60.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Crown | 5 | 6.67% | 36.0 | 60.00% | +4.29% | -60.00% | +40.00% | 0.00% | 20:56 | 06:46 | 06:46 | 21:50 | 24:50 | 43:20 | 18:04 | 13:22 |
 | Wind Lace | 20 | 26.67% | 34.0 | 35.00% | -28.64% | -35.00% | +25.00% | 27.91% | 10:49 | 02:38 | 07:43 | 08:33 | 09:52 | 42:31 | 02:09 | 01:35 |
 | Ghost Scepter | 4 | 5.33% | 32.0 | 50.00% | -6.34% | +50.00% | -50.00% | 0.00% | 35:48 | 31:44 | 31:44 | 35:10 | 36:32 | 39:44 | 04:48 | 03:33 |
 | Octarine Core | 1 | 1.33% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:44 | 34:44 | 34:44 | 34:44 | 34:44 | 34:44 | 00:00 | 00:00 |
 | Buckler | 1 | 1.33% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.33% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.33% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.33% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:20 | 02:20 | 02:20 | 02:20 | 02:20 | 02:20 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 1.33% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Dagon | 1 | 1.33% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.33% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 00:00 | 00:00 |
 | Hood of Defiance | 5 | 6.67% | 14.0 | 40.00% | -17.14% | -40.00% | -40.00% | 0.00% | 12:16 | 09:00 | 09:00 | 11:26 | 12:34 | 18:08 | 03:34 | 02:38 |
 | Eul's Scepter of Divinity | 14 | 18.67% | 12.0 | 21.43% | -42.50% | +3.57% | +11.90% | 1.80% | 18:18 | 10:46 | 12:33 | 14:37 | 17:11 | 44:13 | 04:38 | 03:25 |
 | Scythe of Vyse | 7 | 9.33% | 10.0 | 28.57% | -30.25% | +21.43% | -28.57% | 0.00% | 43:07 | 30:28 | 38:06 | 40:28 | 45:17 | 55:57 | 07:11 | 05:19 |
 | Overwhelming Blink | 2 | 2.67% | 8.0 | 50.00% | -6.16% | +50.00% | 0.00% | 0.00% | 52:28 | 44:23 | 44:23 | 60:33 | 60:33 | 60:33 | 16:10 | 11:58 |
 | Rod of Atos | 3 | 4.00% | 6.0 | 33.33% | -23.61% | -33.33% | 0.00% | 0.00% | 16:14 | 11:53 | 11:53 | 11:58 | 24:50 | 24:50 | 12:57 | 09:35 |
 | Linken's Sphere | 3 | 4.00% | 4.0 | 33.33% | -23.61% | -33.33% | 0.00% | 0.00% | 30:03 | 27:08 | 27:08 | 29:18 | 33:44 | 33:44 | 06:36 | 04:53 |
 | Hand of Midas | 1 | 1.33% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 00:00 | 00:00 |