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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 | |
 | Spirit Vessel | 26 | 27.66% | 100.0 | 65.38% | +22.73% | +6.05% | -15.38% | -6.04% | 19:41 | 14:21 | 16:49 | 19:29 | 20:22 | 37:01 | 03:33 | 02:37 |
 | Void Stone | 53 | 56.38% | 98.2 | 58.49% | +21.90% | +3.05% | +3.05% | 0.00% | 22:02 | 05:51 | 11:56 | 16:34 | 32:06 | 53:47 | 20:10 | 14:56 |
 | Ring of Protection | 62 | 65.96% | 96.4 | 56.45% | +22.07% | -6.45% | -16.45% | -1.41% | 08:18 | -01:29 | 04:30 | 09:24 | 11:35 | 33:07 | 07:05 | 05:14 |
 | Blink Dagger | 7 | 7.45% | 94.5 | 85.71% | +39.73% | +14.29% | +14.29% | 0.00% | 40:54 | 25:56 | 35:47 | 42:35 | 44:40 | 54:16 | 08:53 | 06:34 |
 | Boots of Travel | 7 | 7.45% | 92.7 | 85.71% | +39.73% | +14.29% | -35.71% | 0.00% | 42:30 | 31:15 | 40:12 | 42:42 | 43:09 | 53:34 | 02:57 | 02:11 |
 | Tranquil Boots | 56 | 59.57% | 90.9 | 55.36% | +15.89% | +23.21% | +1.78% | -4.08% | 11:43 | 04:36 | 07:08 | 08:39 | 12:23 | 33:42 | 05:15 | 03:53 |
 | Urn of Shadows | 30 | 31.91% | 89.1 | 60.00% | +16.25% | -10.00% | +11.43% | 5.16% | 11:42 | 04:53 | 08:47 | 11:20 | 12:56 | 32:11 | 04:09 | 03:04 |
 | Boots of Speed | 94 | 100.00% | 87.3 | 48.94% | +48.94% | +26.06% | -18.51% | -17.48% | 05:50 | -01:29 | 04:07 | 05:23 | 06:40 | 20:06 | 02:33 | 01:53 |
 | Magic Stick | 85 | 90.43% | 85.5 | 49.41% | +4.97% | -1.79% | -1.79% | 0.00% | 04:47 | -01:30 | 00:54 | 04:24 | 08:32 | 20:48 | 07:38 | 05:39 |
 | Magic Wand | 85 | 90.43% | 83.6 | 49.41% | +4.97% | -1.79% | +2.97% | 0.88% | 09:23 | 01:40 | 06:25 | 09:07 | 11:51 | 25:50 | 05:26 | 04:01 |
 | Glimmer Cape | 40 | 42.55% | 81.8 | 55.00% | +10.56% | -5.00% | -15.00% | -0.99% | 25:06 | 12:33 | 19:49 | 24:14 | 29:58 | 41:43 | 10:09 | 07:31 |
 | Wind Lace | 77 | 81.91% | 80.0 | 49.35% | +2.29% | -1.98% | +3.28% | 0.56% | 09:04 | -01:29 | 03:50 | 08:05 | 13:12 | 31:35 | 09:22 | 06:56 |
 | Force Staff | 58 | 61.70% | 78.2 | 50.00% | +2.78% | -3.33% | -35.71% | -3.80% | 24:53 | 15:00 | 18:56 | 24:11 | 27:27 | 43:22 | 08:31 | 06:18 |
 | Aghanim's Shard | 10 | 10.64% | 76.4 | 70.00% | +23.57% | +30.00% | -20.00% | -11.32% | 34:22 | 23:50 | 31:40 | 32:10 | 36:05 | 49:40 | 04:25 | 03:16 |
 | Fluffy Hat | 77 | 81.91% | 74.5 | 45.45% | -19.26% | +12.44% | -3.34% | -1.31% | 15:14 | 03:26 | 09:06 | 12:28 | 21:10 | 39:17 | 12:04 | 08:56 |
 | Pavise | 31 | 32.98% | 72.7 | 51.61% | +3.99% | +10.89% | -14.11% | -11.63% | 13:05 | 07:12 | 11:42 | 12:50 | 13:51 | 18:44 | 02:09 | 01:35 |
 | Cornucopia | 3 | 3.19% | 70.9 | 100.00% | +52.75% | 0.00% | 0.00% | 0.00% | 24:38 | 13:38 | 13:38 | 29:03 | 31:13 | 31:13 | 17:35 | 13:01 |
 | Aeon Disk | 3 | 3.19% | 69.1 | 100.00% | +52.75% | 0.00% | 0.00% | 0.00% | 45:21 | 33:51 | 33:51 | 49:31 | 52:40 | 52:40 | 18:49 | 13:56 |
 | Guardian Greaves | 7 | 7.45% | 67.3 | 71.43% | +24.30% | -21.43% | +28.57% | 0.00% | 31:01 | 23:12 | 24:43 | 32:01 | 33:28 | 39:48 | 08:45 | 06:28 |
 | Buckler | 7 | 7.45% | 65.5 | 71.43% | +24.30% | -21.43% | +28.57% | 0.00% | 29:15 | 18:04 | 21:33 | 31:29 | 33:07 | 39:10 | 11:34 | 08:34 |
 | Scythe of Vyse | 12 | 12.77% | 63.6 | 58.33% | +10.77% | +8.34% | -25.00% | -4.38% | 41:50 | 32:19 | 36:06 | 42:04 | 43:43 | 52:27 | 07:37 | 05:38 |
 | Ring of Health | 29 | 30.85% | 61.8 | 44.83% | -5.94% | -16.26% | -1.97% | 1.31% | 29:58 | 14:54 | 23:15 | 29:02 | 34:08 | 51:41 | 10:53 | 08:03 |
 | Lotus Orb | 16 | 17.02% | 60.0 | 50.00% | +1.28% | 0.00% | +25.00% | 1.98% | 36:39 | 24:45 | 29:46 | 33:20 | 42:24 | 53:39 | 12:38 | 09:21 |
 | Arcane Boots | 14 | 14.89% | 58.2 | 50.00% | +1.25% | -50.00% | +50.00% | 5.28% | 21:06 | 10:33 | 13:01 | 17:04 | 31:57 | 37:46 | 18:56 | 14:01 |
 | Headdress | 21 | 22.34% | 56.4 | 42.86% | -7.82% | -22.86% | -2.86% | 2.43% | 13:14 | 01:08 | 07:34 | 14:38 | 15:48 | 29:00 | 08:14 | 06:05 |
 | Chainmail | 38 | 40.43% | 54.5 | 36.84% | -20.30% | +23.16% | -25.73% | -6.84% | 17:57 | 07:33 | 13:48 | 17:33 | 20:57 | 35:38 | 07:09 | 05:17 |
 | Mekansm | 18 | 19.15% | 52.7 | 44.44% | -5.56% | -4.44% | -19.44% | -1.92% | 17:23 | 10:42 | 13:08 | 16:39 | 20:56 | 25:47 | 07:48 | 05:46 |
 | Octarine Core | 4 | 4.26% | 50.9 | 75.00% | +27.22% | -75.00% | +25.00% | 0.00% | 31:46 | 21:14 | 21:14 | 29:02 | 37:19 | 39:28 | 16:05 | 11:54 |
 | Orchid Malevolence | 2 | 2.13% | 49.1 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 26:03 | 20:52 | 20:52 | 31:13 | 31:13 | 31:13 | 10:21 | 07:40 |
 | Aether Lens | 2 | 2.13% | 47.3 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 43:37 | 33:26 | 33:26 | 53:47 | 53:47 | 53:47 | 20:21 | 15:04 |
 | Vanguard | 7 | 7.45% | 45.5 | 57.14% | +8.86% | -57.14% | +42.86% | 0.00% | 21:39 | 15:02 | 15:42 | 19:51 | 26:53 | 29:48 | 11:11 | 08:17 |
 | Aghanim's Scepter | 14 | 14.89% | 43.6 | 42.86% | -7.14% | +7.14% | +23.81% | 2.45% | 37:31 | 28:59 | 33:15 | 36:02 | 40:04 | 55:26 | 06:49 | 05:02 |
 | Solar Crest | 21 | 22.34% | 41.8 | 33.33% | -20.09% | +26.67% | -13.33% | -5.13% | 24:16 | 17:19 | 19:21 | 23:34 | 27:09 | 37:22 | 07:48 | 05:46 |
 | Blight Stone | 22 | 23.40% | 40.0 | 31.82% | -22.35% | +18.18% | -11.82% | -4.30% | 20:43 | 13:44 | 16:33 | 20:17 | 23:32 | 35:38 | 06:59 | 05:10 |
 | Medallion of Courage | 22 | 23.40% | 38.2 | 31.82% | -22.35% | +18.18% | -11.82% | -4.34% | 21:07 | 13:44 | 16:47 | 20:51 | 23:42 | 35:38 | 06:55 | 05:07 |
 | Crown | 22 | 23.40% | 36.4 | 31.82% | -22.35% | +18.18% | -11.82% | -4.75% | 22:53 | 14:50 | 19:03 | 21:38 | 25:22 | 36:58 | 06:19 | 04:40 |
 | Heaven's Halberd | 6 | 6.38% | 34.5 | 50.00% | +1.14% | 0.00% | +50.00% | 0.00% | 33:02 | 24:48 | 28:02 | 28:39 | 39:40 | 40:14 | 11:38 | 08:37 |
 | Sange | 6 | 6.38% | 32.7 | 50.00% | +1.14% | 0.00% | -50.00% | 0.00% | 30:24 | 22:14 | 25:43 | 26:40 | 34:13 | 39:18 | 08:30 | 06:17 |
 | Diadem | 3 | 3.19% | 30.9 | 66.67% | +18.32% | +33.33% | 0.00% | 0.00% | 29:06 | 19:44 | 19:44 | 26:33 | 41:02 | 41:02 | 21:18 | 15:46 |
 | Eul's Scepter of Divinity | 7 | 7.45% | 29.1 | 42.86% | -6.57% | +57.14% | -42.86% | 0.00% | 27:37 | 20:21 | 21:07 | 25:27 | 28:49 | 44:25 | 07:42 | 05:42 |
 | Aghanim's Blessing | 1 | 1.06% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:41 | 47:41 | 47:41 | 47:41 | 47:41 | 47:41 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.06% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 00:00 | 00:00 |
 | Holy Locket | 1 | 1.06% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.06% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 00:00 | 00:00 |
 | Dagon | 2 | 2.13% | 20.0 | 50.00% | +1.09% | +50.00% | 0.00% | 0.00% | 33:56 | 24:57 | 24:57 | 42:54 | 42:54 | 42:54 | 17:57 | 13:17 |
 | Crimson Guard | 3 | 3.19% | 18.2 | 33.33% | -16.12% | -33.33% | 0.00% | 0.00% | 22:24 | 20:30 | 20:30 | 21:52 | 24:50 | 24:50 | 04:20 | 03:12 |
 | Quelling Blade | 3 | 3.19% | 16.4 | 33.33% | -16.12% | -33.33% | 0.00% | 0.00% | 17:48 | 08:35 | 08:35 | 09:43 | 35:06 | 35:06 | 26:31 | 19:38 |
 | Helm of Iron Will | 3 | 3.19% | 14.5 | 33.33% | -16.12% | -33.33% | 0.00% | 0.00% | 19:43 | 17:56 | 17:56 | 18:19 | 22:54 | 22:54 | 04:58 | 03:40 |
 | Pipe of Insight | 5 | 5.32% | 12.7 | 20.00% | -30.56% | -20.00% | -20.00% | 0.00% | 25:33 | 18:57 | 18:57 | 26:14 | 30:02 | 31:24 | 11:05 | 08:12 |
 | Ghost Scepter | 3 | 3.19% | 10.9 | 0.00% | -50.55% | 0.00% | 0.00% | 0.00% | 30:13 | 24:35 | 24:35 | 28:55 | 37:08 | 37:08 | 12:33 | 09:17 |
 | Dagon (level 4) | 1 | 1.06% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:10 | 1:01:10 | 1:01:10 | 1:01:10 | 1:01:10 | 1:01:10 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 1.06% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:00 | 58:00 | 58:00 | 58:00 | 58:00 | 58:00 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.06% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Drum of Endurance | 3 | 3.19% | 3.6 | 0.00% | -50.55% | 0.00% | 0.00% | 0.00% | 21:11 | 14:29 | 14:29 | 20:31 | 28:34 | 28:34 | 14:05 | 10:25 |
 | Wraith Band | 1 | 1.06% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:36 | 13:36 | 13:36 | 13:36 | 13:36 | 13:36 | 00:00 | 00:00 |