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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 | |
 | Medallion of Courage | 11 | 30.56% | 100.0 | 90.91% | +58.91% | -24.24% | +9.09% | 3.49% | 17:05 | 09:47 | 11:18 | 16:01 | 20:51 | 30:47 | 09:33 | 07:04 |
 | Solar Crest | 10 | 27.78% | 98.4 | 90.00% | +55.38% | +10.00% | +10.00% | 0.00% | 20:56 | 14:19 | 17:43 | 20:22 | 23:32 | 31:22 | 05:49 | 04:18 |
 | Blight Stone | 12 | 33.33% | 96.7 | 83.33% | +50.00% | -50.00% | +16.67% | 9.15% | 14:20 | -01:29 | 11:11 | 15:19 | 18:28 | 30:47 | 07:17 | 05:23 |
 | Pipe of Insight | 7 | 19.44% | 95.1 | 85.71% | +44.33% | -35.71% | +14.29% | 25.00% | 21:20 | 18:16 | 19:31 | 20:23 | 21:31 | 25:22 | 02:00 | 01:28 |
 | Crown | 14 | 38.89% | 93.4 | 71.43% | +35.07% | -46.43% | +28.57% | 8.08% | 16:16 | -01:29 | 12:16 | 16:23 | 21:33 | 30:48 | 09:17 | 06:52 |
 | Hood of Defiance | 17 | 47.22% | 91.8 | 64.71% | +27.87% | -14.71% | +10.29% | 4.14% | 15:39 | 09:14 | 12:32 | 15:21 | 18:34 | 22:12 | 06:02 | 04:28 |
 | Wind Lace | 26 | 72.22% | 90.2 | 57.69% | +27.69% | -14.83% | +25.64% | 5.17% | 05:31 | -01:29 | -01:28 | 03:46 | 09:18 | 22:20 | 10:46 | 07:58 |
 | Spirit Vessel | 20 | 55.56% | 88.5 | 60.00% | +22.50% | +40.00% | +20.00% | -3.76% | 13:41 | 09:16 | 10:43 | 13:09 | 16:02 | 20:05 | 05:19 | 03:56 |
 | Chainmail | 16 | 44.44% | 86.9 | 62.50% | +22.50% | +12.50% | +12.50% | 0.00% | 16:50 | 09:26 | 11:18 | 15:17 | 19:34 | 30:47 | 08:16 | 06:07 |
 | Aghanim's Shard | 12 | 33.33% | 85.2 | 66.67% | +25.00% | 0.00% | 0.00% | 0.00% | 32:40 | 21:57 | 25:23 | 31:20 | 36:20 | 53:02 | 10:57 | 08:06 |
 | Urn of Shadows | 28 | 77.78% | 83.6 | 53.57% | +16.07% | +3.57% | -25.00% | -9.68% | 05:52 | 03:01 | 03:57 | 05:43 | 06:54 | 10:31 | 02:57 | 02:11 |
 | Ring of Protection | 28 | 77.78% | 82.0 | 53.57% | +16.07% | +3.57% | -10.71% | -3.99% | 04:17 | -01:29 | 02:18 | 04:03 | 05:53 | 09:22 | 03:35 | 02:39 |
 | Ring of Health | 19 | 52.78% | 80.3 | 57.89% | +16.71% | +2.11% | -17.89% | -3.05% | 16:35 | 07:29 | 12:23 | 15:21 | 18:56 | 35:11 | 06:33 | 04:51 |
 | Quelling Blade | 3 | 8.33% | 78.7 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 01:41 | -01:29 | -01:29 | -01:29 | 08:01 | 08:01 | 09:30 | 07:02 |
 | Boots of Speed | 36 | 100.00% | 77.0 | 50.00% | +50.00% | -5.56% | +5.56% | 3.71% | 04:06 | -01:29 | 02:24 | 03:41 | 05:24 | 09:08 | 03:00 | 02:13 |
 | Magic Wand | 31 | 86.11% | 75.4 | 48.39% | -11.61% | -10.89% | +1.61% | 1.97% | 08:31 | 02:04 | 04:51 | 07:26 | 11:12 | 17:05 | 06:21 | 04:42 |
 | Tranquil Boots | 16 | 44.44% | 73.8 | 56.25% | +11.25% | -6.25% | -6.25% | 0.00% | 08:53 | 04:22 | 05:43 | 07:17 | 09:42 | 18:52 | 03:59 | 02:57 |
 | Magic Stick | 32 | 88.89% | 72.1 | 46.88% | -28.12% | +3.12% | +15.62% | 2.40% | 05:09 | -01:29 | 01:32 | 04:10 | 06:44 | 16:30 | 05:12 | 03:51 |
 | Headdress | 13 | 36.11% | 70.5 | 53.85% | +6.02% | -20.52% | +12.82% | 4.63% | 19:22 | 11:44 | 14:54 | 19:16 | 22:06 | 29:34 | 07:12 | 05:20 |
 | Black King Bar | 6 | 16.67% | 68.9 | 66.67% | +20.00% | -16.67% | +33.33% | 4.33% | 31:46 | 24:10 | 26:06 | 26:21 | 37:39 | 46:18 | 11:33 | 08:33 |
 | Void Stone | 9 | 25.00% | 67.2 | 55.56% | +7.41% | -55.56% | +44.44% | 8.42% | 30:44 | 14:51 | 24:07 | 35:11 | 36:00 | 36:59 | 11:53 | 08:48 |
 | Aeon Disk | 2 | 5.56% | 65.6 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 42:57 | 40:33 | 40:33 | 45:20 | 45:20 | 45:20 | 04:47 | 03:32 |
 | Force Staff | 16 | 44.44% | 63.9 | 43.75% | -11.25% | +6.25% | +6.25% | 0.00% | 22:58 | 11:34 | 15:56 | 18:26 | 27:16 | 47:25 | 11:20 | 08:23 |
 | Lotus Orb | 7 | 19.44% | 62.3 | 57.14% | +8.86% | -7.14% | +42.86% | 5.40% | 32:50 | 25:36 | 27:01 | 35:22 | 36:17 | 37:27 | 09:16 | 06:51 |
 | Fluffy Hat | 19 | 52.78% | 60.7 | 36.84% | -27.87% | +3.16% | +3.16% | 0.00% | 20:19 | 06:46 | 11:43 | 16:13 | 26:03 | 47:24 | 14:20 | 10:37 |
 | Ghost Scepter | 8 | 22.22% | 59.0 | 50.00% | 0.00% | +50.00% | -50.00% | -25.10% | 29:54 | 23:36 | 25:36 | 26:51 | 29:35 | 46:23 | 03:59 | 02:57 |
 | Aghanim's Scepter | 3 | 8.33% | 57.4 | 66.67% | +18.19% | -66.67% | 0.00% | 0.00% | 40:59 | 31:46 | 31:46 | 33:29 | 57:43 | 57:43 | 25:57 | 19:13 |
 | Arcane Boots | 7 | 19.44% | 55.7 | 42.86% | -8.86% | +7.14% | +7.14% | 0.00% | 16:27 | 10:43 | 11:45 | 14:25 | 17:28 | 28:28 | 05:43 | 04:14 |
 | Ethereal Blade | 4 | 11.11% | 54.1 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 36:15 | 29:04 | 29:04 | 33:39 | 34:43 | 47:35 | 05:39 | 04:11 |
 | Octarine Core | 1 | 2.78% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:41 | 39:41 | 39:41 | 39:41 | 39:41 | 39:41 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.78% | 50.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.78% | 49.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:23 | 59:23 | 59:23 | 59:23 | 59:23 | 59:23 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 2.78% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 00:00 | 00:00 |
 | Kaya | 1 | 2.78% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:56 | 14:56 | 14:56 | 14:56 | 14:56 | 14:56 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.78% | 44.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 00:00 | 00:00 |
 | Gleipnir | 1 | 2.78% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 00:00 | 00:00 |
 | Maelstrom | 1 | 2.78% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:20 | 40:20 | 40:20 | 40:20 | 40:20 | 40:20 | 00:00 | 00:00 |
 | Javelin | 1 | 2.78% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:20 | 40:20 | 40:20 | 40:20 | 40:20 | 40:20 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.78% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:27 | 09:27 | 09:27 | 09:27 | 09:27 | 09:27 | 00:00 | 00:00 |
 | Bloodstone | 1 | 2.78% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:34 | 19:34 | 19:34 | 19:34 | 19:34 | 19:34 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.78% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 00:00 | 00:00 |
 | Wraith Band | 5 | 13.89% | 32.8 | 40.00% | -11.61% | -40.00% | +60.00% | 100.00% | 01:13 | -01:29 | -01:29 | 01:50 | 01:50 | 02:11 | 03:19 | 02:27 |
 | Sange | 5 | 13.89% | 31.1 | 40.00% | -11.61% | +60.00% | +60.00% | 0.00% | 17:49 | 08:57 | 08:57 | 20:03 | 24:39 | 25:27 | 15:42 | 11:37 |
 | Heaven's Halberd | 5 | 13.89% | 29.5 | 40.00% | -11.61% | -40.00% | +60.00% | 6.13% | 21:25 | 12:43 | 12:43 | 23:02 | 29:02 | 29:27 | 16:19 | 12:05 |
 | Power Treads | 5 | 13.89% | 27.9 | 40.00% | -11.61% | -40.00% | +60.00% | 51.28% | 08:55 | 07:51 | 07:51 | 08:13 | 09:48 | 10:46 | 01:57 | 01:26 |
 | Bottle | 2 | 5.56% | 26.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 01:58 | 01:47 | 01:47 | 02:08 | 02:08 | 02:08 | 00:21 | 00:15 |
 | Bracer | 2 | 5.56% | 24.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 02:15 | 02:11 | 02:11 | 02:19 | 02:19 | 02:19 | 00:08 | 00:05 |
 | Shiva's Guard | 3 | 8.33% | 23.0 | 33.33% | -18.19% | -33.33% | 0.00% | 0.00% | 24:40 | 23:37 | 23:37 | 24:03 | 26:19 | 26:19 | 02:42 | 02:00 |
 | Mekansm | 6 | 16.67% | 21.3 | 16.67% | -40.00% | -16.67% | -16.67% | 0.00% | 21:10 | 15:46 | 16:18 | 18:04 | 27:01 | 29:58 | 10:43 | 07:56 |
 | Helm of Iron Will | 1 | 2.78% | 19.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:32 | 03:32 | 03:32 | 03:32 | 03:32 | 03:32 | 00:00 | 00:00 |
 | Hurricane Pike | 2 | 5.56% | 18.0 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 19:31 | 19:07 | 19:07 | 19:54 | 19:54 | 19:54 | 00:47 | 00:34 |
 | Dragon Lance | 2 | 5.56% | 16.4 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 15:02 | 14:33 | 14:33 | 15:30 | 15:30 | 15:30 | 00:57 | 00:42 |
 | Glimmer Cape | 1 | 2.78% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 00:00 | 00:00 |
 | Buckler | 2 | 5.56% | 13.1 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 23:57 | 23:10 | 23:10 | 24:43 | 24:43 | 24:43 | 01:33 | 01:08 |
 | Helm of the Dominator | 1 | 2.78% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:57 | 06:57 | 06:57 | 06:57 | 06:57 | 06:57 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 5.56% | 9.8 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 08:50 | 08:44 | 08:44 | 08:55 | 08:55 | 08:55 | 00:11 | 00:08 |
 | Eul's Scepter of Divinity | 1 | 2.78% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 00:00 | 00:00 |
 | Guardian Greaves | 2 | 5.56% | 6.6 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 24:17 | 23:44 | 23:44 | 24:50 | 24:50 | 24:50 | 01:06 | 00:48 |
 | Eye of Skadi | 1 | 2.78% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 5.56% | 3.3 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 09:59 | 08:44 | 08:44 | 11:14 | 11:14 | 11:14 | 02:30 | 01:51 |
 | Blink Dagger | 1 | 2.78% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:24 | 24:24 | 24:24 | 24:24 | 24:24 | 24:24 | 00:00 | 00:00 |