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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 | |
 | Ring of Protection | 4 | 30.77% | 100.0 | 100.00% | +77.78% | 0.00% | 0.00% | 0.00% | 20:50 | 11:56 | 11:56 | 12:07 | 25:53 | 33:22 | 13:57 | 10:20 |
 | Crown | 6 | 46.15% | 97.8 | 66.67% | +38.10% | +33.33% | -66.67% | -9.45% | 14:26 | 08:40 | 09:51 | 12:04 | 20:26 | 20:38 | 10:35 | 07:50 |
 | Vladmir's Offering | 2 | 15.38% | 95.7 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 35:06 | 33:54 | 33:54 | 36:17 | 36:17 | 36:17 | 02:23 | 01:45 |
 | Veil of Discord | 2 | 15.38% | 93.5 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 12:25 | 10:29 | 10:29 | 14:21 | 14:21 | 14:21 | 03:52 | 02:51 |
 | Urn of Shadows | 2 | 15.38% | 91.3 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 12:15 | 11:56 | 11:56 | 12:33 | 12:33 | 12:33 | 00:37 | 00:27 |
 | Buckler | 2 | 15.38% | 89.1 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 29:38 | 25:54 | 25:54 | 33:22 | 33:22 | 33:22 | 07:28 | 05:31 |
 | Ring of Basilius | 4 | 30.77% | 87.0 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 14:41 | 08:13 | 08:13 | 08:15 | 08:54 | 33:22 | 00:41 | 00:30 |
 | Boots of Speed | 13 | 100.00% | 84.8 | 46.15% | +46.15% | +20.52% | -12.82% | -7.81% | 03:22 | -01:29 | 00:41 | 03:24 | 04:57 | 10:48 | 04:16 | 03:09 |
 | Wind Lace | 11 | 84.62% | 82.6 | 45.45% | -4.55% | -45.45% | +21.22% | 8.64% | 09:23 | -01:28 | 04:12 | 07:03 | 11:55 | 28:11 | 07:43 | 05:42 |
 | Solar Crest | 5 | 38.46% | 80.4 | 60.00% | +22.50% | +40.00% | +40.00% | 0.00% | 21:32 | 16:46 | 16:46 | 20:38 | 20:47 | 31:34 | 04:01 | 02:58 |
 | Orb of Venom | 5 | 38.46% | 78.3 | 60.00% | +22.50% | -60.00% | -60.00% | 0.00% | 00:09 | -01:29 | -01:29 | -01:29 | -01:29 | 06:40 | 00:00 | 00:00 |
 | Chainmail | 9 | 69.23% | 76.1 | 44.44% | -5.56% | +5.56% | +55.56% | 5.28% | 11:21 | 02:29 | 04:37 | 13:09 | 14:05 | 17:00 | 09:28 | 07:00 |
 | Medallion of Courage | 6 | 46.15% | 73.9 | 50.00% | +7.14% | 0.00% | +50.00% | 26.32% | 16:12 | 13:10 | 13:23 | 14:14 | 15:17 | 26:35 | 01:54 | 01:24 |
 | Magic Stick | 10 | 76.92% | 71.7 | 40.00% | -26.67% | -6.67% | -40.00% | -4.71% | 04:46 | -01:29 | 00:53 | 05:18 | 07:58 | 09:56 | 07:05 | 05:14 |
 | Morbid Mask | 3 | 23.08% | 69.6 | 66.67% | +26.67% | -66.67% | 0.00% | 16.26% | 33:57 | 32:11 | 32:11 | 33:23 | 36:17 | 36:17 | 04:06 | 03:02 |
 | Blight Stone | 7 | 53.85% | 67.4 | 42.86% | -7.14% | -42.86% | +7.14% | 50.00% | 14:25 | 06:40 | 12:31 | 13:22 | 13:23 | 26:35 | 00:52 | 00:38 |
 | Magic Wand | 9 | 69.23% | 65.2 | 33.33% | -41.67% | -33.33% | +66.67% | 18.24% | 08:44 | 03:38 | 04:27 | 07:20 | 09:56 | 18:56 | 05:29 | 04:03 |
 | Phase Boots | 4 | 30.77% | 63.0 | 50.00% | +5.56% | +50.00% | +50.00% | 0.00% | 09:31 | 04:51 | 04:51 | 05:29 | 11:51 | 15:51 | 07:00 | 05:11 |
 | Glimmer Cape | 1 | 7.69% | 60.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 00:00 | 00:00 |
 | Mekansm | 1 | 7.69% | 58.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 7.69% | 56.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 7.69% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 7.69% | 52.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 7.69% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 00:00 | 00:00 |
 | Black King Bar | 1 | 7.69% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:11 | 28:11 | 28:11 | 28:11 | 28:11 | 28:11 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 7.69% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 7.69% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 38.46% | 41.3 | 40.00% | -10.00% | +60.00% | -40.00% | -14.49% | 25:26 | 21:04 | 21:04 | 24:04 | 27:58 | 30:44 | 06:54 | 05:06 |
 | Tranquil Boots | 7 | 53.85% | 39.1 | 28.57% | -38.10% | +21.43% | -28.57% | -11.58% | 08:30 | 04:15 | 04:48 | 08:34 | 09:07 | 13:22 | 04:19 | 03:11 |
 | Headdress | 2 | 15.38% | 37.0 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 22:59 | 17:00 | 17:00 | 28:58 | 28:58 | 28:58 | 11:58 | 08:51 |
 | Hood of Defiance | 2 | 15.38% | 34.8 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 17:03 | 10:33 | 10:33 | 23:32 | 23:32 | 23:32 | 12:59 | 09:37 |
 | Ring of Health | 3 | 23.08% | 32.6 | 33.33% | -16.67% | +66.67% | 0.00% | -2.65% | 23:02 | 10:17 | 10:17 | 23:19 | 35:29 | 35:29 | 25:12 | 18:40 |
 | Force Staff | 4 | 30.77% | 30.4 | 25.00% | -30.56% | -25.00% | +75.00% | 18.13% | 21:43 | 18:50 | 18:50 | 18:50 | 24:21 | 24:52 | 05:31 | 04:05 |
 | Quelling Blade | 4 | 30.77% | 28.3 | 25.00% | -30.56% | -25.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Fluffy Hat | 5 | 38.46% | 26.1 | 20.00% | -42.50% | -20.00% | +80.00% | 8.01% | 14:04 | 07:02 | 07:02 | 14:00 | 19:31 | 20:42 | 12:29 | 09:14 |
 | Void Stone | 1 | 7.69% | 23.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 7.69% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:56 | 10:56 | 10:56 | 10:56 | 10:56 | 10:56 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 7.69% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:08 | 08:08 | 08:08 | 08:08 | 08:08 | 08:08 | 00:00 | 00:00 |
 | Yasha | 1 | 7.69% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 7.69% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Sange | 1 | 7.69% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 00:00 | 00:00 |
 | Aether Lens | 1 | 7.69% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 7.69% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 7.69% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 00:00 | 00:00 |
 | Satanic | 1 | 7.69% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 00:00 | 00:00 |
 | Skull Basher | 1 | 7.69% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:23 | 40:23 | 40:23 | 40:23 | 40:23 | 40:23 | 00:00 | 00:00 |