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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 | 19 | 7.25% | 100.0 | 84.21% | +37.30% | -24.21% | -4.21% | 1.33% | 26:21 | 13:15 | 17:29 | 27:23 | 32:32 | 42:00 | 15:03 | 11:08 |
 | Skull Basher | 31 | 11.83% | 98.3 | 74.19% | +27.87% | +25.81% | -11.69% | -3.96% | 33:57 | 14:03 | 26:19 | 32:12 | 35:47 | 1:02:37 | 09:28 | 07:00 |
 | Ring of Basilius | 14 | 5.34% | 96.7 | 85.71% | +38.13% | -10.71% | -19.04% | -0.53% | 24:44 | 15:40 | 17:47 | 18:52 | 33:31 | 42:00 | 15:44 | 11:39 |
 | Morbid Mask | 14 | 5.34% | 95.0 | 85.71% | +38.13% | -10.71% | -19.04% | -1.01% | 30:07 | 17:15 | 25:33 | 28:21 | 33:50 | 42:00 | 08:17 | 06:08 |
 | Aether Lens | 120 | 45.80% | 93.3 | 60.00% | +19.15% | -10.00% | +6.67% | 1.84% | 23:42 | 12:35 | 17:50 | 21:26 | 26:54 | 46:54 | 09:04 | 06:42 |
 | Ring of Protection | 47 | 17.94% | 91.7 | 65.96% | +19.91% | -15.96% | +17.37% | 2.17% | 11:31 | -01:29 | 02:09 | 08:29 | 17:29 | 41:59 | 15:20 | 11:21 |
 | Void Stone | 131 | 50.00% | 90.0 | 58.78% | +18.32% | -1.20% | -1.20% | 0.00% | 23:16 | 09:45 | 16:50 | 21:07 | 28:38 | 54:28 | 11:48 | 08:44 |
 | Vladmir's Offering | 12 | 4.58% | 88.3 | 83.33% | +35.33% | -16.66% | -16.66% | 0.00% | 31:06 | 20:54 | 24:11 | 29:15 | 34:14 | 43:13 | 10:03 | 07:26 |
 | Blink Dagger | 185 | 70.61% | 86.7 | 55.14% | +18.78% | +12.25% | -11.66% | -2.93% | 24:21 | 12:40 | 19:40 | 24:15 | 27:50 | 57:53 | 08:10 | 06:02 |
 | Magic Wand | 172 | 65.65% | 85.0 | 52.33% | +7.89% | -10.47% | +10.46% | 3.97% | 09:45 | 02:15 | 06:29 | 09:08 | 11:45 | 28:43 | 05:16 | 03:54 |
 | Soul Ring | 20 | 7.63% | 83.3 | 70.00% | +22.07% | +30.00% | -50.00% | -28.57% | 05:48 | 02:37 | 03:55 | 04:41 | 06:43 | 10:07 | 02:48 | 02:04 |
 | Black King Bar | 49 | 18.70% | 81.7 | 59.18% | +11.76% | +15.82% | -9.18% | -1.49% | 30:09 | 15:27 | 19:33 | 28:30 | 36:18 | 1:02:47 | 16:45 | 12:24 |
 | Boots of Speed | 262 | 100.00% | 80.0 | 49.62% | +49.62% | +3.41% | -12.70% | -4.35% | 05:10 | -01:29 | 03:43 | 05:30 | 07:25 | 15:14 | 03:42 | 02:44 |
 | Magic Stick | 237 | 90.46% | 78.3 | 49.79% | +1.79% | +2.75% | -5.72% | -2.90% | 02:13 | -01:30 | -01:29 | 01:54 | 04:24 | 15:01 | 05:53 | 04:21 |
 | Arcane Boots | 109 | 41.60% | 76.7 | 53.21% | +6.15% | -5.06% | +2.35% | 1.13% | 14:47 | 05:03 | 10:55 | 13:19 | 17:28 | 37:19 | 06:33 | 04:51 |
 | Wind Lace | 123 | 46.95% | 75.0 | 51.22% | +3.02% | -6.06% | -6.06% | 0.00% | 11:16 | -01:30 | 06:42 | 09:39 | 14:19 | 50:43 | 07:37 | 05:38 |
 | Tranquil Boots | 107 | 40.84% | 73.3 | 51.40% | +3.01% | +0.45% | +0.45% | 0.00% | 14:07 | 05:00 | 09:51 | 12:22 | 17:21 | 32:08 | 07:30 | 05:33 |
 | Headdress | 10 | 3.82% | 71.7 | 80.00% | +31.59% | -13.33% | +20.00% | 0.00% | 00:34 | -01:30 | -01:29 | -01:29 | -01:29 | 16:39 | 00:00 | 00:00 |
 | Fluffy Hat | 38 | 14.50% | 70.0 | 52.63% | +3.52% | +7.37% | +14.04% | 0.60% | 18:01 | 03:16 | 11:38 | 15:15 | 22:47 | 43:10 | 11:09 | 08:15 |
 | Chainmail | 50 | 19.08% | 68.3 | 50.00% | +0.47% | +19.23% | -8.33% | -3.83% | 12:11 | 04:56 | 07:48 | 10:03 | 15:00 | 31:59 | 07:12 | 05:20 |
 | Phase Boots | 43 | 16.41% | 66.7 | 51.16% | +1.84% | +21.57% | -23.89% | -11.41% | 11:55 | 06:55 | 09:07 | 10:30 | 13:06 | 24:26 | 03:59 | 02:57 |
 | Bracer | 34 | 12.98% | 65.0 | 52.94% | +3.82% | +13.73% | -27.94% | -3.57% | 08:49 | -01:29 | 01:51 | 03:05 | 13:32 | 28:51 | 11:41 | 08:39 |
 | Quelling Blade | 40 | 15.27% | 63.3 | 50.00% | +0.45% | +10.00% | -10.00% | -20.00% | 01:39 | -01:30 | -01:29 | -01:29 | 02:20 | 18:01 | 03:49 | 02:49 |
 | Drum of Endurance | 13 | 4.96% | 61.7 | 61.54% | +12.54% | +38.46% | -28.21% | -7.58% | 22:19 | 13:57 | 16:16 | 21:49 | 25:04 | 33:42 | 08:48 | 06:31 |
 | Ring of Health | 14 | 5.34% | 60.0 | 57.14% | +7.95% | -7.14% | -23.81% | -1.06% | 41:02 | 14:16 | 29:41 | 35:43 | 45:26 | 1:14:15 | 15:45 | 11:40 |
 | Wraith Pact | 3 | 1.15% | 58.3 | 100.00% | +50.97% | 0.00% | 0.00% | 0.00% | 31:02 | 29:24 | 29:24 | 31:42 | 32:00 | 32:00 | 02:36 | 01:55 |
 | Assault Cuirass | 3 | 1.15% | 56.7 | 100.00% | +50.97% | 0.00% | 0.00% | 0.00% | 33:44 | 29:43 | 29:43 | 33:49 | 37:41 | 37:41 | 07:58 | 05:54 |
 | Force Staff | 12 | 4.58% | 55.0 | 58.33% | +9.13% | -25.00% | -25.00% | 0.00% | 32:51 | 21:47 | 28:10 | 31:27 | 33:37 | 47:43 | 05:27 | 04:02 |
 | Abyssal Blade | 5 | 1.91% | 53.3 | 80.00% | +30.97% | +20.00% | +20.00% | 0.00% | 52:44 | 28:40 | 28:40 | 55:56 | 1:10:49 | 1:14:23 | 42:09 | 31:13 |
 | Orb of Venom | 59 | 22.52% | 51.7 | 37.29% | -15.91% | -3.96% | +2.71% | 0.00% | -01:09 | -01:29 | -01:29 | -01:29 | -01:29 | 03:20 | 00:00 | 00:00 |
 | Vanguard | 6 | 2.29% | 50.0 | 66.67% | +17.45% | -16.67% | +33.33% | 0.00% | 47:56 | 26:09 | 28:30 | 32:10 | 1:10:49 | 1:14:16 | 42:19 | 31:20 |
 | Aghanim's Shard | 12 | 4.58% | 48.3 | 50.00% | +0.40% | +16.67% | -50.00% | -4.56% | 32:13 | 15:01 | 21:02 | 31:17 | 35:40 | 1:03:30 | 14:38 | 10:50 |
 | Boots of Bearing | 4 | 1.53% | 46.7 | 75.00% | +25.78% | +25.00% | -75.00% | 0.00% | 41:43 | 23:12 | 23:12 | 38:30 | 48:48 | 56:23 | 25:36 | 18:57 |
 | Blight Stone | 10 | 3.82% | 45.0 | 50.00% | +0.40% | +16.67% | 0.00% | -0.72% | 16:38 | 02:22 | 03:15 | 16:06 | 26:31 | 31:59 | 23:16 | 17:14 |
 | Aeon Disk | 2 | 0.76% | 43.3 | 100.00% | +50.77% | 0.00% | 0.00% | 0.00% | 33:53 | 29:59 | 29:59 | 37:46 | 37:46 | 37:46 | 07:47 | 05:45 |
 | Orb of Corrosion | 2 | 0.76% | 41.7 | 100.00% | +50.77% | 0.00% | 0.00% | 0.00% | 03:59 | 03:17 | 03:17 | 04:40 | 04:40 | 04:40 | 01:23 | 01:01 |
 | Crystalys | 5 | 1.91% | 40.0 | 60.00% | +10.58% | -60.00% | -60.00% | 0.00% | 36:30 | 35:22 | 35:22 | 36:12 | 36:20 | 38:31 | 00:58 | 00:42 |
 | Crown | 5 | 1.91% | 38.3 | 60.00% | +10.58% | -60.00% | +40.00% | 0.00% | 23:58 | 10:18 | 10:18 | 25:44 | 30:47 | 31:38 | 20:29 | 15:10 |
 | Urn of Shadows | 6 | 2.29% | 36.7 | 50.00% | +0.39% | -50.00% | -50.00% | 0.00% | 14:01 | 11:37 | 12:56 | 12:56 | 15:09 | 17:51 | 02:13 | 01:38 |
 | Solar Crest | 3 | 1.15% | 35.0 | 66.67% | +17.25% | -66.67% | 0.00% | 0.00% | 27:07 | 21:21 | 21:21 | 27:52 | 32:08 | 32:08 | 10:47 | 07:59 |
 | Wraith Band | 3 | 1.15% | 33.3 | 66.67% | +17.25% | +33.33% | 0.00% | 0.00% | 28:58 | 12:21 | 12:21 | 26:32 | 48:00 | 48:00 | 35:39 | 26:24 |
 | Medallion of Courage | 7 | 2.67% | 31.7 | 42.86% | -6.94% | -42.86% | +7.14% | 0.00% | 22:43 | 12:13 | 16:35 | 22:54 | 26:42 | 31:59 | 10:07 | 07:29 |
 | Ghost Scepter | 8 | 3.05% | 30.0 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 32:19 | 24:27 | 24:59 | 28:49 | 32:45 | 46:04 | 07:46 | 05:45 |
 | Bottle | 4 | 1.53% | 28.3 | 50.00% | +0.39% | +50.00% | -50.00% | 0.00% | 08:17 | 01:38 | 01:38 | 01:55 | 02:23 | 27:12 | 00:45 | 00:33 |
 | Meteor Hammer | 1 | 0.38% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.38% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.38% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 00:00 | 00:00 |
 | Satanic | 1 | 0.38% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.38% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.38% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 00:00 | 00:00 |
 | Lotus Orb | 5 | 1.91% | 16.7 | 40.00% | -9.81% | +60.00% | -40.00% | 0.00% | 42:13 | 33:14 | 33:14 | 43:23 | 45:27 | 45:40 | 12:13 | 09:02 |
 | Helm of Iron Will | 7 | 2.67% | 15.0 | 28.57% | -21.63% | +21.43% | -28.57% | 0.00% | 15:48 | 03:31 | 04:04 | 06:09 | 18:18 | 39:58 | 14:14 | 10:32 |
 | Linken's Sphere | 2 | 0.76% | 13.3 | 50.00% | +0.38% | +50.00% | 0.00% | 0.00% | 49:14 | 43:43 | 43:43 | 54:44 | 54:44 | 54:44 | 11:01 | 08:09 |
 | Armlet of Mordiggian | 3 | 1.15% | 11.7 | 33.33% | -16.48% | -33.33% | 0.00% | 0.00% | 14:20 | 11:07 | 11:07 | 15:37 | 16:17 | 16:17 | 05:10 | 03:49 |
 | Glimmer Cape | 6 | 2.29% | 10.0 | 16.67% | -33.72% | -16.67% | -16.67% | 0.00% | 24:43 | 21:08 | 22:17 | 22:29 | 29:06 | 30:27 | 06:49 | 05:02 |
 | Shiva's Guard | 1 | 0.38% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:02 | 59:02 | 59:02 | 59:02 | 59:02 | 59:02 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.38% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.38% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.38% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.38% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 00:00 | 00:00 |