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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 | 81 | 41.75% | 100.0 | 61.73% | +20.14% | -11.73% | +3.27% | 1.46% | 25:42 | 13:51 | 19:47 | 24:05 | 30:03 | 48:29 | 10:16 | 07:36 |
 | Void Stone | 92 | 47.42% | 98.1 | 60.87% | +20.67% | -8.70% | +4.35% | 1.14% | 25:09 | 12:43 | 19:01 | 23:10 | 30:27 | 54:28 | 11:26 | 08:28 |
 | Buckler | 14 | 7.22% | 96.3 | 78.57% | +30.79% | -3.57% | -11.90% | -0.59% | 27:43 | 13:15 | 19:35 | 28:09 | 33:47 | 42:00 | 14:12 | 10:31 |
 | Skull Basher | 18 | 9.28% | 94.4 | 72.22% | +24.49% | +27.78% | -22.22% | -5.98% | 33:47 | 16:31 | 27:25 | 32:19 | 35:47 | 1:02:37 | 08:22 | 06:11 |
 | Fluffy Hat | 39 | 20.10% | 92.6 | 61.54% | +14.44% | +8.46% | -11.54% | -1.76% | 20:42 | 07:45 | 14:38 | 18:32 | 25:58 | 43:10 | 11:20 | 08:23 |
 | Magic Wand | 139 | 71.65% | 90.7 | 52.52% | +8.88% | -6.81% | -1.09% | 1.09% | 10:15 | 02:15 | 06:48 | 09:35 | 12:03 | 28:43 | 05:15 | 03:53 |
 | Blink Dagger | 146 | 75.26% | 88.9 | 52.05% | +8.30% | +18.22% | -4.83% | -2.70% | 22:50 | 12:40 | 18:09 | 21:31 | 26:41 | 57:53 | 08:32 | 06:19 |
 | Ring of Protection | 32 | 16.49% | 87.0 | 62.50% | +14.97% | -37.50% | +25.00% | 3.87% | 10:53 | -01:29 | -01:20 | 08:00 | 17:29 | 41:59 | 18:49 | 13:56 |
 | Boots of Speed | 194 | 100.00% | 85.2 | 50.00% | +50.00% | +5.10% | -12.50% | -4.55% | 04:57 | -01:29 | 03:27 | 05:20 | 07:19 | 15:14 | 03:52 | 02:51 |
 | Magic Stick | 182 | 93.81% | 83.3 | 50.00% | 0.00% | +4.35% | -5.56% | -2.83% | 02:25 | -01:30 | -01:29 | 01:36 | 04:59 | 15:09 | 06:28 | 04:47 |
 | Arcane Boots | 74 | 38.14% | 81.5 | 54.05% | +6.55% | +3.84% | -15.16% | -2.11% | 16:07 | 04:09 | 11:08 | 13:59 | 20:08 | 47:38 | 09:00 | 06:40 |
 | Tranquil Boots | 76 | 39.18% | 79.6 | 52.63% | +4.32% | -5.26% | +5.26% | 1.54% | 13:53 | 04:09 | 08:41 | 11:31 | 15:32 | 53:49 | 06:51 | 05:04 |
 | Wind Lace | 92 | 47.42% | 77.8 | 51.09% | +2.07% | -16.31% | +5.43% | 2.66% | 10:53 | -01:30 | 05:54 | 08:41 | 14:04 | 33:15 | 08:10 | 06:02 |
 | Soul Ring | 13 | 6.70% | 75.9 | 69.23% | +20.61% | +30.77% | -69.23% | -19.74% | 06:22 | 02:37 | 03:57 | 05:16 | 09:01 | 10:07 | 05:04 | 03:45 |
 | Quelling Blade | 27 | 13.92% | 74.1 | 55.56% | +6.46% | -12.70% | +15.87% | 5.66% | 02:54 | -01:30 | -01:29 | -01:28 | 06:32 | 18:10 | 08:01 | 05:56 |
 | Headdress | 6 | 3.09% | 72.2 | 83.33% | +34.39% | +16.67% | +16.67% | 0.00% | -01:06 | -01:29 | -01:29 | -01:29 | -01:29 | 00:49 | 00:00 | 00:00 |
 | Morbid Mask | 10 | 5.15% | 70.4 | 70.00% | +21.09% | -3.33% | -20.00% | -2.40% | 31:16 | 20:55 | 26:54 | 29:20 | 33:50 | 42:00 | 06:56 | 05:08 |
 | Ring of Basilius | 10 | 5.15% | 68.5 | 70.00% | +21.09% | -3.33% | -20.00% | -1.44% | 24:06 | 15:40 | 17:47 | 18:52 | 29:20 | 42:00 | 11:33 | 08:33 |
 | Force Staff | 13 | 6.70% | 66.7 | 61.54% | +12.37% | +38.46% | -28.21% | -10.36% | 33:54 | 28:36 | 29:50 | 31:29 | 36:16 | 47:43 | 06:26 | 04:45 |
 | Chainmail | 36 | 18.56% | 64.8 | 47.22% | -3.41% | +19.45% | +8.34% | -1.52% | 13:05 | 05:15 | 07:45 | 11:42 | 15:05 | 34:21 | 07:20 | 05:25 |
 | Vladmir's Offering | 9 | 4.64% | 63.0 | 66.67% | +17.48% | -16.67% | -16.67% | 0.00% | 31:45 | 22:01 | 26:02 | 29:36 | 34:03 | 43:13 | 08:01 | 05:56 |
 | Black King Bar | 33 | 17.01% | 61.1 | 45.45% | -5.48% | +17.05% | -20.45% | -1.89% | 32:01 | 15:27 | 19:43 | 30:24 | 39:36 | 58:19 | 19:53 | 14:43 |
 | Assault Cuirass | 3 | 1.55% | 59.3 | 100.00% | +50.79% | 0.00% | 0.00% | 0.00% | 33:44 | 29:43 | 29:43 | 33:49 | 37:41 | 37:41 | 07:58 | 05:54 |
 | Bracer | 18 | 9.28% | 57.4 | 50.00% | 0.00% | +10.00% | +25.00% | 1.16% | 10:36 | 00:39 | 01:55 | 09:29 | 14:49 | 28:19 | 12:54 | 09:33 |
 | Drum of Endurance | 10 | 5.15% | 55.6 | 60.00% | +10.54% | +40.00% | -10.00% | -6.00% | 20:44 | 13:57 | 16:16 | 19:05 | 24:36 | 30:28 | 08:20 | 06:10 |
 | Phase Boots | 30 | 15.46% | 53.7 | 43.33% | -7.89% | +19.17% | -14.76% | -5.18% | 12:35 | 06:55 | 08:40 | 12:04 | 15:13 | 24:26 | 06:33 | 04:51 |
 | Ring of Health | 8 | 4.12% | 51.9 | 62.50% | +13.04% | -12.50% | -12.50% | 0.00% | 35:55 | 24:45 | 27:30 | 29:41 | 43:23 | 54:28 | 15:53 | 11:45 |
 | Aghanim's Shard | 8 | 4.12% | 50.0 | 62.50% | +13.04% | -12.50% | -12.50% | 0.00% | 28:50 | 17:23 | 17:48 | 24:23 | 34:01 | 44:04 | 16:13 | 12:00 |
 | Orb of Venom | 32 | 16.49% | 48.1 | 40.63% | -11.22% | -3.13% | +9.37% | 0.00% | -00:34 | -01:29 | -01:29 | -01:29 | -01:29 | 12:46 | 00:00 | 00:00 |
 | Blight Stone | 9 | 4.64% | 46.3 | 55.56% | +5.83% | -5.56% | -5.56% | 0.00% | 16:43 | 06:10 | 09:18 | 16:06 | 22:54 | 26:42 | 13:36 | 10:04 |
 | Lotus Orb | 4 | 2.06% | 44.4 | 75.00% | +25.53% | +25.00% | +25.00% | 0.00% | 37:45 | 31:02 | 31:02 | 33:14 | 43:20 | 43:23 | 12:18 | 09:06 |
 | Orb of Corrosion | 4 | 2.06% | 42.6 | 75.00% | +25.53% | +25.00% | -75.00% | 0.00% | 15:26 | 10:36 | 10:36 | 11:59 | 16:02 | 23:08 | 05:26 | 04:01 |
 | Boots of Bearing | 4 | 2.06% | 40.7 | 75.00% | +25.53% | +25.00% | -75.00% | 0.00% | 41:43 | 23:12 | 23:12 | 38:30 | 48:48 | 56:23 | 25:36 | 18:57 |
 | Solar Crest | 2 | 1.03% | 38.9 | 100.00% | +50.52% | 0.00% | 0.00% | 0.00% | 30:00 | 27:52 | 27:52 | 32:08 | 32:08 | 32:08 | 04:16 | 03:09 |
 | Abyssal Blade | 2 | 1.03% | 37.0 | 100.00% | +50.52% | 0.00% | 0.00% | 0.00% | 42:18 | 28:40 | 28:40 | 55:56 | 55:56 | 55:56 | 27:16 | 20:11 |
 | Vanguard | 2 | 1.03% | 35.2 | 100.00% | +50.52% | 0.00% | 0.00% | 0.00% | 42:06 | 28:30 | 28:30 | 55:41 | 55:41 | 55:41 | 27:11 | 20:08 |
 | Glimmer Cape | 5 | 2.58% | 33.3 | 60.00% | +10.26% | -60.00% | +40.00% | 0.00% | 30:37 | 21:08 | 21:08 | 22:49 | 30:04 | 56:34 | 08:56 | 06:37 |
 | Wraith Pact | 3 | 1.55% | 31.5 | 66.67% | +16.93% | +33.33% | 0.00% | 0.00% | 32:44 | 31:42 | 31:42 | 32:00 | 34:31 | 34:31 | 02:49 | 02:05 |
 | Crown | 3 | 1.55% | 29.6 | 66.67% | +16.93% | -66.67% | 0.00% | 0.00% | 22:16 | 10:18 | 10:18 | 25:44 | 30:47 | 30:47 | 20:29 | 15:10 |
 | Aeon Disk | 3 | 1.55% | 27.8 | 66.67% | +16.93% | +33.33% | 0.00% | 0.00% | 36:16 | 29:59 | 29:59 | 37:46 | 41:03 | 41:03 | 11:04 | 08:11 |
 | Urn of Shadows | 3 | 1.55% | 25.9 | 66.67% | +16.93% | -66.67% | 0.00% | 0.00% | 13:40 | 12:56 | 12:56 | 12:56 | 15:09 | 15:09 | 02:13 | 01:38 |
 | Helm of Iron Will | 4 | 2.06% | 24.1 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 08:10 | 04:04 | 04:04 | 04:09 | 06:09 | 18:18 | 02:05 | 01:32 |
 | Bottle | 4 | 2.06% | 22.2 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 08:17 | 01:38 | 01:38 | 01:55 | 02:23 | 27:12 | 00:45 | 00:33 |
 | Medallion of Courage | 4 | 2.06% | 20.4 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 21:59 | 16:35 | 16:35 | 21:44 | 22:54 | 26:42 | 06:19 | 04:40 |
 | Satanic | 1 | 0.52% | 18.5 | 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 |
 | Octarine Core | 1 | 0.52% | 18.5 | 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 |
 | Ghost Scepter | 6 | 3.09% | 14.8 | 33.33% | -17.20% | +66.67% | -33.33% | 0.00% | 30:31 | 21:34 | 24:27 | 24:59 | 39:30 | 43:48 | 15:03 | 11:08 |
 | Linken's Sphere | 2 | 1.03% | 13.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 49:14 | 43:43 | 43:43 | 54:44 | 54:44 | 54:44 | 11:01 | 08:09 |
 | Crystalys | 2 | 1.03% | 11.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 35:44 | 35:22 | 35:22 | 36:06 | 36:06 | 36:06 | 00:44 | 00:32 |
 | Armlet of Mordiggian | 2 | 1.03% | 9.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 15:57 | 15:37 | 15:37 | 16:17 | 16:17 | 16:17 | 00:40 | 00:29 |
 | Helm of the Dominator | 1 | 0.52% | 7.4 | 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 |
 | Eul's Scepter of Divinity | 1 | 0.52% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.52% | 3.7 | 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 |
 | Hood of Defiance | 1 | 0.52% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 00:00 | 00:00 |