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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 | |
 | Aether Lens | 17 | 40.48% | 100.0 | 64.71% | +36.71% | +35.29% | -14.71% | -13.33% | 18:30 | 13:21 | 15:09 | 16:01 | 18:54 | 35:36 | 03:45 | 02:46 |
 | Tranquil Boots | 6 | 14.29% | 97.9 | 83.33% | +47.22% | +16.67% | +16.67% | 0.00% | 17:27 | 08:21 | 15:49 | 16:30 | 19:53 | 24:19 | 04:04 | 03:00 |
 | Arcane Boots | 36 | 85.71% | 95.8 | 50.00% | +50.00% | -5.56% | -5.56% | 0.00% | 10:45 | 06:46 | 09:12 | 10:29 | 11:56 | 19:07 | 02:44 | 02:01 |
 | Ring of Health | 3 | 7.14% | 93.8 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 35:11 | 31:34 | 31:34 | 34:35 | 39:24 | 39:24 | 07:50 | 05:48 |
 | Lotus Orb | 3 | 7.14% | 91.7 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 36:00 | 32:57 | 32:57 | 35:18 | 39:45 | 39:45 | 06:48 | 05:02 |
 | Fluffy Hat | 21 | 50.00% | 89.6 | 52.38% | +19.05% | +7.62% | +7.62% | 0.00% | 15:44 | 06:32 | 10:42 | 13:36 | 20:01 | 32:11 | 09:19 | 06:54 |
 | Magic Stick | 40 | 95.24% | 87.5 | 45.00% | +45.00% | +15.00% | -5.00% | -19.35% | 01:00 | -01:30 | -01:29 | -01:19 | 02:31 | 09:26 | 04:00 | 02:57 |
 | Boots of Speed | 42 | 100.00% | 85.4 | 42.86% | +42.86% | +11.69% | -12.86% | -10.37% | 05:02 | -01:29 | 03:57 | 05:00 | 06:19 | 10:16 | 02:22 | 01:45 |
 | Void Stone | 34 | 80.95% | 83.3 | 44.12% | +6.62% | -10.79% | +5.88% | 2.72% | 16:26 | 08:35 | 12:56 | 14:29 | 19:04 | 34:18 | 06:08 | 04:32 |
 | Force Staff | 18 | 42.86% | 81.3 | 50.00% | +12.50% | +10.00% | +25.00% | 1.20% | 23:56 | 14:12 | 16:57 | 24:15 | 29:28 | 34:17 | 12:31 | 09:16 |
 | Blink Dagger | 30 | 71.43% | 79.2 | 43.33% | +1.66% | +6.67% | -0.47% | -0.68% | 28:58 | 15:55 | 22:38 | 29:54 | 33:06 | 45:30 | 10:28 | 07:45 |
 | Ghost Scepter | 8 | 19.05% | 77.1 | 62.50% | +24.26% | -12.50% | +37.50% | 9.17% | 29:31 | 22:00 | 24:55 | 27:32 | 30:22 | 45:58 | 05:27 | 04:02 |
 | Magic Wand | 34 | 80.95% | 75.0 | 41.18% | -8.82% | -7.85% | +8.82% | 2.61% | 06:48 | 02:04 | 03:19 | 05:05 | 09:42 | 16:00 | 06:23 | 04:43 |
 | Wind Lace | 26 | 61.90% | 72.9 | 38.46% | -11.54% | +18.68% | +11.54% | -0.68% | 11:06 | -01:29 | 05:43 | 11:10 | 16:17 | 24:00 | 10:34 | 07:49 |
 | Drum of Endurance | 2 | 4.76% | 70.8 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 33:47 | 18:49 | 18:49 | 48:44 | 48:44 | 48:44 | 29:55 | 22:09 |
 | Aeon Disk | 7 | 16.67% | 68.8 | 57.14% | +17.14% | -7.14% | -7.14% | 0.00% | 44:14 | 35:06 | 38:55 | 45:03 | 46:51 | 51:59 | 07:56 | 05:52 |
 | Glimmer Cape | 8 | 19.05% | 66.7 | 50.00% | +8.82% | 0.00% | -50.00% | -12.99% | 25:30 | 21:22 | 21:57 | 25:08 | 25:48 | 30:15 | 03:51 | 02:51 |
 | Aghanim's Scepter | 3 | 7.14% | 64.6 | 66.67% | +25.64% | +33.33% | 0.00% | 0.00% | 34:14 | 19:25 | 19:25 | 31:32 | 51:45 | 51:45 | 32:20 | 23:57 |
 | Ring of Protection | 11 | 26.19% | 62.5 | 36.36% | -8.80% | -3.03% | -3.03% | 0.00% | 13:53 | -01:29 | 08:36 | 14:15 | 15:42 | 32:07 | 07:06 | 05:15 |
 | Pavise | 7 | 16.67% | 60.4 | 42.86% | 0.00% | -42.86% | +57.14% | 37.97% | 14:16 | 10:40 | 11:54 | 14:25 | 14:32 | 19:40 | 02:38 | 01:57 |
 | Bracer | 1 | 2.38% | 58.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.38% | 56.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.38% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.38% | 52.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:14 | 50:14 | 50:14 | 50:14 | 50:14 | 50:14 | 00:00 | 00:00 |
 | Wind Waker | 1 | 2.38% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 00:00 | 00:00 |
 | Aghanim's Shard | 6 | 14.29% | 47.9 | 33.33% | -11.11% | -33.33% | -33.33% | 0.00% | 32:46 | 25:39 | 25:52 | 27:15 | 38:16 | 43:42 | 12:24 | 09:11 |
 | Eul's Scepter of Divinity | 14 | 33.33% | 45.8 | 21.43% | -32.14% | -21.43% | +11.90% | 8.20% | 23:27 | 17:18 | 19:57 | 21:06 | 24:01 | 39:08 | 04:04 | 03:00 |
 | Boots of Travel | 2 | 4.76% | 43.8 | 50.00% | +7.50% | -50.00% | 0.00% | 0.00% | 53:29 | 45:58 | 45:58 | 60:59 | 60:59 | 60:59 | 15:01 | 11:07 |
 | Guardian Greaves | 2 | 4.76% | 41.7 | 50.00% | +7.50% | -50.00% | 0.00% | 0.00% | 26:33 | 23:14 | 23:14 | 29:52 | 29:52 | 29:52 | 06:38 | 04:54 |
 | Bottle | 2 | 4.76% | 39.6 | 50.00% | +7.50% | -50.00% | 0.00% | 0.00% | 17:26 | 01:02 | 01:02 | 33:49 | 33:49 | 33:49 | 32:47 | 24:17 |
 | Mekansm | 3 | 7.14% | 37.5 | 33.33% | -10.26% | -33.33% | 0.00% | 0.00% | 17:49 | 15:04 | 15:04 | 17:37 | 20:45 | 20:45 | 05:41 | 04:12 |
 | Buckler | 3 | 7.14% | 35.4 | 33.33% | -10.26% | +66.67% | 0.00% | 0.00% | 25:32 | 21:36 | 21:36 | 22:52 | 32:08 | 32:08 | 10:32 | 07:48 |
 | Quelling Blade | 4 | 9.52% | 33.3 | 25.00% | -19.74% | -25.00% | +75.00% | 9.98% | 14:53 | 07:00 | 07:00 | 11:36 | 17:01 | 23:55 | 10:01 | 07:25 |
 | Headdress | 4 | 9.52% | 31.3 | 25.00% | -19.74% | -25.00% | +75.00% | 8.15% | 09:11 | 01:08 | 01:08 | 05:28 | 13:24 | 16:44 | 12:16 | 09:05 |
 | Chainmail | 5 | 11.90% | 29.2 | 20.00% | -25.95% | -20.00% | +80.00% | 57.69% | 15:23 | 13:29 | 13:29 | 14:21 | 15:13 | 20:20 | 01:44 | 01:17 |
 | Crown | 3 | 7.14% | 27.1 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 20:09 | 15:13 | 15:13 | 21:18 | 23:57 | 23:57 | 08:44 | 06:28 |
 | Phylactery | 1 | 2.38% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:27 | 14:27 | 14:27 | 14:27 | 14:27 | 14:27 | 00:00 | 00:00 |
 | Diadem | 1 | 2.38% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.38% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.38% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 |
 | Blight Stone | 3 | 7.14% | 16.7 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 17:44 | 13:30 | 13:30 | 15:44 | 23:57 | 23:57 | 10:27 | 07:44 |
 | Solar Crest | 3 | 7.14% | 14.6 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 21:37 | 18:58 | 18:58 | 21:28 | 24:26 | 24:26 | 05:28 | 04:02 |
 | Heaven's Halberd | 1 | 2.38% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Medallion of Courage | 3 | 7.14% | 10.4 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 17:44 | 13:30 | 13:30 | 15:44 | 23:57 | 23:57 | 10:27 | 07:44 |
 | Vladmir's Offering | 1 | 2.38% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 00:00 | 00:00 |
 | Sange | 1 | 2.38% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.38% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.38% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:59 | 1:10:59 | 1:10:59 | 1:10:59 | 1:10:59 | 1:10:59 | 00:00 | 00:00 |