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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 | |
 | Holy Locket | 36 | 28.80% | 100.0 | 72.22% | +26.15% | +27.78% | +5.56% | -2.15% | 24:10 | 16:37 | 18:41 | 21:40 | 29:00 | 40:17 | 10:19 | 07:38 |
 | Headdress | 54 | 43.20% | 98.4 | 66.67% | +23.01% | +4.76% | -5.13% | -1.18% | 20:13 | 09:37 | 15:48 | 18:34 | 24:13 | 41:19 | 08:25 | 06:14 |
 | Magic Wand | 96 | 76.80% | 96.7 | 60.42% | +29.39% | +6.25% | -6.25% | -2.05% | 11:05 | -01:29 | 07:31 | 10:14 | 13:37 | 30:35 | 06:06 | 04:31 |
 | Chainmail | 45 | 36.00% | 95.1 | 64.44% | +16.94% | -9.89% | +35.56% | 3.35% | 17:23 | 05:27 | 08:26 | 17:04 | 21:59 | 46:28 | 13:33 | 10:02 |
 | Mekansm | 24 | 19.20% | 93.4 | 70.83% | +21.33% | -4.16% | +12.50% | 2.70% | 23:51 | 12:23 | 19:01 | 24:13 | 25:11 | 46:06 | 06:10 | 04:34 |
 | Ring of Health | 19 | 15.20% | 91.8 | 73.68% | +23.68% | -13.68% | +26.32% | 1.58% | 27:25 | 08:11 | 12:03 | 26:22 | 37:22 | 60:08 | 25:19 | 18:45 |
 | Arcane Boots | 73 | 58.40% | 90.2 | 60.27% | +16.04% | -4.71% | -15.83% | -1.76% | 13:10 | 02:52 | 09:25 | 13:20 | 15:44 | 26:11 | 06:19 | 04:40 |
 | Fluffy Hat | 90 | 72.00% | 88.5 | 58.89% | +18.89% | +1.98% | -13.44% | -2.59% | 15:50 | 02:54 | 11:42 | 13:41 | 17:39 | 42:45 | 05:57 | 04:24 |
 | Magic Stick | 113 | 90.40% | 86.9 | 54.87% | +13.20% | +9.42% | +5.84% | -0.48% | 04:22 | -01:30 | 00:12 | 03:17 | 07:37 | 29:52 | 07:25 | 05:29 |
 | Boots of Speed | 125 | 100.00% | 85.2 | 53.60% | +53.60% | -5.21% | -24.57% | -5.90% | 06:03 | -01:29 | 04:17 | 05:59 | 07:34 | 12:58 | 03:17 | 02:25 |
 | Force Staff | 40 | 32.00% | 83.6 | 60.00% | +9.41% | +20.00% | -10.00% | -3.13% | 28:28 | 17:10 | 22:42 | 27:03 | 32:17 | 43:07 | 09:35 | 07:05 |
 | Void Stone | 16 | 12.80% | 82.0 | 68.75% | +17.37% | -18.75% | +6.25% | 1.04% | 28:50 | 09:13 | 14:03 | 29:36 | 38:05 | 60:08 | 24:02 | 17:48 |
 | Ring of Protection | 49 | 39.20% | 80.3 | 55.10% | +2.47% | -5.10% | -5.10% | 0.00% | 11:58 | -01:29 | -01:29 | 03:59 | 20:05 | 49:24 | 21:34 | 15:58 |
 | Glimmer Cape | 24 | 19.20% | 78.7 | 58.33% | +5.85% | +8.34% | -8.33% | -2.02% | 28:54 | 20:00 | 23:29 | 26:40 | 31:44 | 49:21 | 08:15 | 06:06 |
 | Soul Ring | 18 | 14.40% | 77.0 | 61.11% | +8.77% | -41.11% | +13.89% | 20.37% | 04:34 | 02:05 | 02:42 | 03:10 | 05:24 | 19:24 | 02:42 | 02:00 |
 | Blink Dagger | 16 | 12.80% | 75.4 | 62.50% | +10.21% | +37.50% | +12.50% | -4.27% | 35:45 | 23:28 | 31:11 | 33:47 | 37:02 | 1:04:48 | 05:51 | 04:20 |
 | Shiva's Guard | 6 | 4.80% | 73.8 | 83.33% | +31.23% | +16.67% | +16.67% | 0.00% | 34:23 | 25:23 | 30:34 | 31:56 | 42:22 | 42:23 | 11:48 | 08:44 |
 | Lotus Orb | 14 | 11.20% | 72.1 | 64.29% | +12.04% | -14.29% | +2.38% | 0.88% | 28:21 | 13:31 | 19:18 | 29:38 | 38:14 | 40:07 | 18:56 | 14:01 |
 | Phase Boots | 21 | 16.80% | 70.5 | 57.14% | +4.26% | +2.86% | +22.86% | 3.56% | 14:23 | 05:27 | 07:22 | 09:47 | 12:59 | 46:40 | 05:37 | 04:09 |
 | Wind Lace | 53 | 42.40% | 68.9 | 47.17% | -11.16% | +22.06% | +6.68% | -1.52% | 07:19 | -01:29 | -01:29 | 06:19 | 11:36 | 49:30 | 13:05 | 09:41 |
 | Buckler | 29 | 23.20% | 67.2 | 51.72% | -2.45% | -8.86% | +19.71% | 1.68% | 27:49 | 13:06 | 17:58 | 25:11 | 35:01 | 49:24 | 17:03 | 12:37 |
 | Bracer | 11 | 8.80% | 65.6 | 63.64% | +11.01% | +3.03% | +3.03% | 0.00% | 13:43 | 01:36 | 01:59 | 14:45 | 17:38 | 39:48 | 15:39 | 11:35 |
 | Aghanim's Shard | 16 | 12.80% | 63.9 | 56.25% | +3.04% | -6.25% | -31.25% | -2.48% | 24:42 | 15:00 | 19:16 | 22:22 | 29:20 | 35:41 | 10:04 | 07:27 |
 | Ring of Basilius | 24 | 19.20% | 62.3 | 50.00% | -4.46% | 0.00% | +16.67% | 0.91% | 15:42 | -01:29 | 02:05 | 13:43 | 20:27 | 49:25 | 18:22 | 13:36 |
 | Blight Stone | 3 | 2.40% | 60.7 | 100.00% | +47.54% | 0.00% | 0.00% | 0.00% | 31:07 | 28:01 | 28:01 | 32:14 | 33:05 | 33:05 | 05:04 | 03:45 |
 | Overwhelming Blink | 3 | 2.40% | 59.0 | 100.00% | +47.54% | 0.00% | 0.00% | 0.00% | 47:50 | 39:50 | 39:50 | 42:38 | 1:01:03 | 1:01:03 | 21:13 | 15:42 |
 | Assault Cuirass | 3 | 2.40% | 57.4 | 100.00% | +47.54% | 0.00% | 0.00% | 0.00% | 41:17 | 35:04 | 35:04 | 39:27 | 49:19 | 49:19 | 14:15 | 10:33 |
 | Medallion of Courage | 3 | 2.40% | 55.7 | 100.00% | +47.54% | 0.00% | 0.00% | 0.00% | 31:07 | 28:01 | 28:01 | 32:14 | 33:05 | 33:05 | 05:04 | 03:45 |
 | Black King Bar | 19 | 15.20% | 54.1 | 52.63% | -1.14% | -12.63% | -12.63% | 0.00% | 22:01 | 14:34 | 17:52 | 21:44 | 25:31 | 30:23 | 07:39 | 05:40 |
 | Vanguard | 5 | 4.00% | 52.5 | 80.00% | +27.50% | +20.00% | +20.00% | 0.00% | 21:14 | 11:05 | 11:05 | 13:35 | 18:33 | 50:58 | 07:28 | 05:31 |
 | Helm of Iron Will | 5 | 4.00% | 50.8 | 80.00% | +27.50% | +20.00% | +20.00% | 0.00% | 18:36 | 08:11 | 08:11 | 15:16 | 19:53 | 35:25 | 11:42 | 08:40 |
 | Morbid Mask | 15 | 12.00% | 49.2 | 53.33% | -0.31% | -3.33% | +21.67% | 2.06% | 29:57 | 13:48 | 22:52 | 27:47 | 35:01 | 49:25 | 12:09 | 09:00 |
 | Wraith Pact | 10 | 8.00% | 47.5 | 60.00% | +6.96% | +6.67% | +40.00% | 0.00% | 35:42 | 17:29 | 27:09 | 31:51 | 49:32 | 54:10 | 22:23 | 16:34 |
 | Quelling Blade | 14 | 11.20% | 45.9 | 50.00% | -4.05% | +25.00% | -16.67% | -41.67% | 01:59 | -01:29 | -01:29 | -01:29 | -01:25 | 21:52 | 00:04 | 00:02 |
 | Vladmir's Offering | 14 | 11.20% | 44.3 | 50.00% | -4.05% | 0.00% | +16.67% | 1.33% | 30:44 | 14:22 | 24:19 | 28:28 | 36:50 | 49:30 | 12:31 | 09:16 |
 | Ghost Scepter | 17 | 13.60% | 42.6 | 47.06% | -7.57% | +2.94% | +2.94% | 0.00% | 31:08 | 16:34 | 24:27 | 32:09 | 36:25 | 43:25 | 11:58 | 08:51 |
 | Drum of Endurance | 6 | 4.80% | 41.0 | 66.67% | +13.73% | +33.33% | +33.33% | 0.00% | 27:56 | 10:54 | 16:28 | 18:41 | 39:31 | 50:52 | 23:03 | 17:04 |
 | Echo Sabre | 6 | 4.80% | 39.3 | 66.67% | +13.73% | +33.33% | +33.33% | 0.00% | 19:50 | 12:23 | 12:47 | 14:09 | 15:04 | 49:54 | 02:17 | 01:41 |
 | Tranquil Boots | 26 | 20.80% | 37.7 | 38.46% | -19.12% | +32.97% | -5.13% | -5.86% | 16:22 | 07:47 | 11:28 | 14:10 | 17:58 | 49:30 | 06:30 | 04:48 |
 | Aghanim's Scepter | 4 | 3.20% | 36.1 | 75.00% | +22.11% | +25.00% | +25.00% | 0.00% | 28:47 | 22:24 | 22:24 | 24:38 | 27:40 | 40:25 | 05:16 | 03:54 |
 | Falcon Blade | 10 | 8.00% | 34.4 | 50.00% | -3.91% | -50.00% | 0.00% | 0.00% | 10:03 | 06:20 | 07:42 | 09:38 | 11:54 | 14:59 | 04:12 | 03:06 |
 | Hood of Defiance | 2 | 1.60% | 32.8 | 100.00% | +47.15% | 0.00% | 0.00% | 0.00% | 29:24 | 23:40 | 23:40 | 35:07 | 35:07 | 35:07 | 11:27 | 08:28 |
 | Power Treads | 2 | 1.60% | 31.1 | 100.00% | +47.15% | 0.00% | 0.00% | 0.00% | 11:13 | 09:05 | 09:05 | 13:21 | 13:21 | 13:21 | 04:16 | 03:09 |
 | Crown | 2 | 1.60% | 29.5 | 100.00% | +47.15% | 0.00% | 0.00% | 0.00% | 33:09 | 32:14 | 32:14 | 34:04 | 34:04 | 34:04 | 01:50 | 01:21 |
 | Heaven's Halberd | 11 | 8.80% | 27.9 | 45.45% | -8.94% | +21.22% | -45.45% | 0.00% | 26:47 | 18:55 | 20:07 | 26:55 | 30:48 | 40:18 | 10:41 | 07:54 |
 | Sange | 11 | 8.80% | 26.2 | 45.45% | -8.94% | +21.22% | -45.45% | 0.00% | 23:42 | 16:12 | 17:29 | 23:46 | 26:09 | 35:46 | 08:40 | 06:25 |
 | Crimson Guard | 3 | 2.40% | 24.6 | 66.67% | +13.39% | +33.33% | 0.00% | 0.00% | 18:39 | 16:21 | 16:21 | 16:50 | 22:46 | 22:46 | 06:25 | 04:45 |
 | Guardian Greaves | 3 | 2.40% | 23.0 | 66.67% | +13.39% | +33.33% | 0.00% | 0.00% | 37:59 | 22:34 | 22:34 | 45:04 | 46:18 | 46:18 | 23:44 | 17:34 |
 | Armlet of Mordiggian | 1 | 0.80% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.80% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.80% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.80% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.80% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:49 | 52:49 | 52:49 | 52:49 | 52:49 | 52:49 | 00:00 | 00:00 |
 | Radiance | 1 | 0.80% | 13.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.80% | 11.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 1.60% | 9.8 | 50.00% | -3.66% | -50.00% | 0.00% | 0.00% | 48:36 | 37:04 | 37:04 | 60:08 | 60:08 | 60:08 | 23:04 | 17:05 |
 | Orb of Venom | 2 | 1.60% | 8.2 | 50.00% | -3.66% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aeon Disk | 3 | 2.40% | 6.6 | 33.33% | -20.77% | -33.33% | 0.00% | 0.00% | 44:36 | 38:19 | 38:19 | 46:28 | 49:00 | 49:00 | 10:41 | 07:54 |
 | Spirit Vessel | 1 | 0.80% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 00:00 | 00:00 |
 | Bottle | 1 | 0.80% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.80% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:34 | 09:34 | 09:34 | 09:34 | 09:34 | 09:34 | 00:00 | 00:00 |