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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 | |
 | Buckler | 32 | 50.00% | 100.0 | 59.38% | +21.88% | +3.12% | +15.62% | 1.97% | 17:01 | 10:40 | 12:21 | 15:53 | 18:41 | 30:48 | 06:20 | 04:41 |
 | Ring of Health | 55 | 85.94% | 98.1 | 52.73% | +30.51% | -2.73% | +11.56% | 3.42% | 06:36 | 02:02 | 03:01 | 03:41 | 07:12 | 49:46 | 04:11 | 03:05 |
 | Chainmail | 40 | 62.50% | 96.2 | 55.00% | +17.50% | -5.00% | +15.00% | 4.40% | 10:56 | 03:35 | 07:45 | 10:31 | 12:18 | 28:24 | 04:33 | 03:22 |
 | Magic Wand | 47 | 73.44% | 94.3 | 53.19% | +17.90% | +13.48% | -3.19% | -1.99% | 07:24 | -01:29 | 02:48 | 08:41 | 11:11 | 15:20 | 08:23 | 06:12 |
 | Boots of Speed | 64 | 100.00% | 92.5 | 48.44% | +48.44% | -4.69% | -4.69% | 0.00% | 05:12 | 01:24 | 02:58 | 04:50 | 07:05 | 11:11 | 04:07 | 03:02 |
 | Void Stone | 38 | 59.38% | 90.6 | 52.63% | +10.32% | +17.37% | +2.93% | -0.69% | 16:40 | 04:29 | 06:45 | 09:22 | 27:49 | 49:46 | 21:04 | 15:36 |
 | Arcane Boots | 50 | 78.13% | 88.7 | 50.00% | +7.14% | +3.85% | +8.33% | 1.29% | 09:07 | 04:24 | 06:40 | 08:04 | 10:08 | 38:28 | 03:28 | 02:34 |
 | Mekansm | 27 | 42.19% | 86.8 | 55.56% | +12.32% | +1.58% | +1.58% | 0.00% | 13:54 | 09:52 | 12:07 | 13:24 | 14:36 | 28:24 | 02:29 | 01:50 |
 | Aghanim's Scepter | 10 | 15.63% | 84.9 | 70.00% | +25.56% | -3.33% | +30.00% | 0.00% | 28:51 | 16:17 | 21:09 | 26:04 | 35:21 | 45:13 | 14:12 | 10:31 |
 | Wind Lace | 25 | 39.06% | 83.0 | 56.00% | +12.41% | -6.00% | +10.67% | 2.93% | 10:32 | -01:29 | 06:02 | 09:36 | 11:43 | 33:19 | 05:41 | 04:12 |
 | Ring of Protection | 50 | 78.13% | 81.1 | 48.00% | -2.00% | -24.92% | +10.33% | 2.54% | 08:58 | -01:30 | -01:29 | 10:14 | 15:22 | 29:59 | 16:51 | 12:28 |
 | Hood of Defiance | 38 | 59.38% | 79.2 | 50.00% | +3.85% | 0.00% | +5.56% | 1.11% | 11:49 | 05:28 | 09:06 | 11:00 | 14:06 | 22:05 | 05:00 | 03:42 |
 | Blink Dagger | 56 | 87.50% | 77.4 | 46.43% | -16.07% | +3.57% | -3.57% | -0.81% | 22:49 | 14:00 | 18:31 | 21:39 | 27:18 | 39:11 | 08:47 | 06:30 |
 | Guardian Greaves | 24 | 37.50% | 75.5 | 54.17% | +9.17% | +12.50% | +12.50% | 0.00% | 20:28 | 14:40 | 16:55 | 18:15 | 21:10 | 39:00 | 04:15 | 03:08 |
 | Headdress | 47 | 73.44% | 73.6 | 46.81% | -6.13% | -13.48% | -5.14% | 2.03% | 13:03 | 01:56 | 10:23 | 12:14 | 14:30 | 26:06 | 04:07 | 03:02 |
 | Quelling Blade | 48 | 75.00% | 71.7 | 45.83% | -10.42% | +4.17% | -4.16% | 0.00% | -01:14 | -01:30 | -01:29 | -01:29 | -01:29 | 10:16 | 00:00 | 00:00 |
 | Magic Stick | 48 | 75.00% | 69.8 | 45.83% | -10.42% | +4.17% | +12.50% | 1.80% | 02:38 | -01:30 | -01:29 | 00:24 | 06:06 | 14:15 | 07:35 | 05:37 |
 | Crown | 23 | 35.94% | 67.9 | 52.17% | +5.83% | -2.17% | -2.17% | 0.00% | 07:07 | 03:24 | 05:02 | 06:22 | 06:57 | 18:19 | 01:55 | 01:25 |
 | Meteor Hammer | 21 | 32.81% | 66.0 | 52.38% | +5.87% | +7.62% | +7.62% | 0.00% | 08:23 | 06:10 | 06:28 | 08:02 | 09:33 | 15:15 | 03:05 | 02:17 |
 | Vladmir's Offering | 7 | 10.94% | 64.2 | 71.43% | +25.82% | -21.43% | -21.43% | 0.00% | 18:57 | 11:31 | 13:31 | 15:42 | 20:14 | 30:48 | 06:43 | 04:58 |
 | Ring of Basilius | 7 | 10.94% | 62.3 | 71.43% | +25.82% | +28.57% | -21.43% | 0.00% | 14:07 | 02:36 | 05:53 | 08:31 | 19:18 | 30:48 | 13:25 | 09:56 |
 | Morbid Mask | 7 | 10.94% | 60.4 | 71.43% | +25.82% | -21.43% | -21.43% | 0.00% | 17:49 | 10:40 | 11:45 | 14:16 | 19:42 | 30:48 | 07:57 | 05:53 |
 | Black King Bar | 5 | 7.81% | 58.5 | 80.00% | +34.24% | -80.00% | +20.00% | 0.00% | 32:03 | 24:13 | 24:13 | 33:37 | 34:38 | 37:56 | 10:25 | 07:42 |
 | Aghanim's Shard | 30 | 46.88% | 56.6 | 46.67% | -3.33% | -9.17% | -3.81% | 0.76% | 27:37 | 17:17 | 23:12 | 25:58 | 30:17 | 51:06 | 07:05 | 05:14 |
 | Pipe of Insight | 30 | 46.88% | 54.7 | 46.67% | -3.33% | +3.33% | +10.47% | 1.00% | 19:31 | 12:56 | 15:50 | 18:06 | 22:59 | 38:30 | 07:09 | 05:17 |
 | Soul Ring | 16 | 25.00% | 52.8 | 50.00% | +2.08% | +25.00% | 0.00% | -6.61% | 11:15 | 05:22 | 08:23 | 09:38 | 12:10 | 18:50 | 03:47 | 02:48 |
 | Phase Boots | 12 | 18.75% | 50.9 | 50.00% | +1.92% | +16.67% | +16.67% | 0.00% | 09:45 | 05:27 | 07:15 | 08:18 | 09:34 | 21:33 | 02:19 | 01:42 |
 | Force Staff | 12 | 18.75% | 49.1 | 50.00% | +1.92% | +16.67% | -16.67% | -3.04% | 23:08 | 14:24 | 15:58 | 22:23 | 26:57 | 32:28 | 10:59 | 08:08 |
 | Aether Lens | 4 | 6.25% | 47.2 | 75.00% | +28.33% | +25.00% | +25.00% | 0.00% | 28:33 | 24:57 | 24:57 | 25:26 | 28:41 | 35:09 | 03:44 | 02:45 |
 | Octarine Core | 4 | 6.25% | 45.3 | 75.00% | +28.33% | +25.00% | +25.00% | 0.00% | 33:32 | 30:40 | 30:40 | 32:28 | 34:55 | 36:04 | 04:15 | 03:08 |
 | Wraith Band | 2 | 3.13% | 43.4 | 100.00% | +53.23% | 0.00% | 0.00% | 0.00% | 16:04 | 06:32 | 06:32 | 25:35 | 25:35 | 25:35 | 19:03 | 14:06 |
 | Shiva's Guard | 2 | 3.13% | 41.5 | 100.00% | +53.23% | 0.00% | 0.00% | 0.00% | 32:50 | 30:42 | 30:42 | 34:58 | 34:58 | 34:58 | 04:16 | 03:09 |
 | Fluffy Hat | 13 | 20.31% | 39.6 | 46.15% | -2.87% | +20.52% | -12.82% | -2.62% | 22:18 | 11:55 | 14:58 | 23:54 | 27:41 | 32:28 | 12:43 | 09:25 |
 | Scythe of Vyse | 8 | 12.50% | 37.7 | 50.00% | +1.79% | +50.00% | -50.00% | 0.00% | 37:34 | 26:32 | 33:29 | 35:20 | 38:26 | 52:59 | 04:57 | 03:40 |
 | Wraith Pact | 5 | 7.81% | 35.8 | 60.00% | +12.54% | -60.00% | -60.00% | 0.00% | 23:37 | 13:31 | 13:31 | 23:23 | 30:29 | 35:16 | 16:58 | 12:34 |
 | Sange | 13 | 20.31% | 34.0 | 38.46% | -12.52% | +28.21% | -38.46% | -8.72% | 24:08 | 16:06 | 19:33 | 24:59 | 27:12 | 34:17 | 07:39 | 05:40 |
 | Refresher Orb | 10 | 15.63% | 32.1 | 40.00% | -10.00% | -6.67% | +10.00% | 0.00% | 45:43 | 34:18 | 41:44 | 46:32 | 50:29 | 51:50 | 08:45 | 06:28 |
 | Lotus Orb | 3 | 4.69% | 30.2 | 66.67% | +19.13% | -66.67% | 0.00% | 0.00% | 22:28 | 14:45 | 14:45 | 23:30 | 29:08 | 29:08 | 14:23 | 10:39 |
 | Boots of Travel | 3 | 4.69% | 28.3 | 66.67% | +19.13% | +33.33% | 0.00% | 0.00% | 37:55 | 27:03 | 27:03 | 42:39 | 44:03 | 44:03 | 17:00 | 12:35 |
 | Blight Stone | 7 | 10.94% | 26.4 | 42.86% | -6.26% | +7.14% | +7.14% | 0.00% | 05:48 | -01:29 | -01:29 | 03:02 | 11:39 | 16:51 | 13:08 | 09:43 |
 | Heaven's Halberd | 12 | 18.75% | 24.5 | 33.33% | -18.59% | +33.34% | -33.33% | -9.88% | 28:08 | 22:11 | 23:50 | 28:16 | 30:35 | 36:06 | 06:45 | 05:00 |
 | Aeon Disk | 4 | 6.25% | 22.6 | 50.00% | +1.67% | +50.00% | -50.00% | 0.00% | 48:12 | 38:35 | 38:35 | 48:07 | 53:01 | 53:06 | 14:26 | 10:41 |
 | Tranquil Boots | 1 | 1.56% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 1.56% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:39 | 42:39 | 42:39 | 42:39 | 42:39 | 42:39 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.56% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.56% | 15.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.56% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Bracer | 10 | 15.63% | 11.3 | 30.00% | -21.85% | +3.33% | +20.00% | 0.00% | 03:12 | -01:29 | 01:32 | 02:54 | 04:15 | 08:56 | 02:43 | 02:00 |
 | Eul's Scepter of Divinity | 5 | 7.81% | 9.4 | 40.00% | -9.15% | +60.00% | -40.00% | 0.00% | 18:35 | 13:17 | 13:17 | 16:04 | 20:58 | 27:05 | 07:41 | 05:41 |
 | Solar Crest | 2 | 3.13% | 7.5 | 50.00% | +1.61% | +50.00% | 0.00% | 0.00% | 18:59 | 18:49 | 18:49 | 19:08 | 19:08 | 19:08 | 00:19 | 00:14 |
 | Medallion of Courage | 2 | 3.13% | 5.7 | 50.00% | +1.61% | -50.00% | 0.00% | 0.00% | 14:32 | 12:12 | 12:12 | 16:51 | 16:51 | 16:51 | 04:39 | 03:26 |
 | Ghost Scepter | 4 | 6.25% | 3.8 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 35:46 | 28:48 | 28:48 | 30:22 | 38:46 | 45:08 | 09:58 | 07:22 |
 | Cornucopia | 1 | 1.56% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |