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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 | |
 | Chainmail | 104 | 30.68% | 100.0 | 64.42% | +20.59% | -6.73% | +12.50% | 1.69% | 19:45 | 05:27 | 12:30 | 18:42 | 23:53 | 46:28 | 11:23 | 08:25 |
 | Mekansm | 61 | 17.99% | 98.6 | 67.21% | +20.81% | +6.12% | -0.54% | -1.04% | 24:05 | 12:23 | 19:21 | 23:34 | 25:46 | 46:06 | 06:25 | 04:45 |
 | Hood of Defiance | 7 | 2.06% | 97.1 | 100.00% | +50.90% | 0.00% | 0.00% | 0.00% | 25:55 | 12:48 | 17:52 | 23:40 | 32:30 | 39:32 | 14:38 | 10:50 |
 | Headdress | 167 | 49.26% | 95.7 | 58.08% | +15.64% | +15.73% | -3.32% | -3.05% | 19:44 | 02:42 | 15:42 | 18:32 | 21:57 | 44:15 | 06:15 | 04:37 |
 | Ring of Health | 40 | 11.80% | 94.2 | 67.50% | +19.67% | +12.50% | +2.50% | -0.53% | 31:48 | 08:11 | 19:54 | 32:07 | 38:53 | 1:09:04 | 18:59 | 14:03 |
 | Holy Locket | 113 | 33.33% | 92.8 | 59.29% | +13.71% | +22.85% | -2.15% | -3.57% | 22:59 | 10:55 | 18:40 | 21:22 | 25:40 | 45:02 | 07:00 | 05:11 |
 | Crown | 15 | 4.42% | 91.3 | 80.00% | +31.23% | +20.00% | -30.00% | 0.00% | 30:30 | 08:20 | 24:52 | 32:07 | 34:04 | 50:59 | 09:12 | 06:48 |
 | Arcane Boots | 196 | 57.82% | 89.9 | 55.61% | +12.95% | +5.61% | -10.71% | -3.47% | 14:34 | 02:52 | 11:42 | 13:47 | 16:24 | 44:09 | 04:42 | 03:28 |
 | Void Stone | 36 | 10.62% | 88.4 | 66.67% | +18.49% | -11.11% | 0.00% | 0.87% | 33:22 | 09:13 | 26:23 | 33:11 | 39:12 | 1:09:04 | 12:49 | 09:29 |
 | Magic Wand | 275 | 81.12% | 87.0 | 53.45% | +17.51% | +0.17% | +0.17% | 0.00% | 11:26 | -01:29 | 08:32 | 10:44 | 13:38 | 30:36 | 05:06 | 03:46 |
 | Fluffy Hat | 238 | 70.21% | 85.5 | 53.36% | +10.79% | +6.64% | -5.90% | -1.83% | 15:58 | 02:54 | 11:20 | 14:07 | 18:12 | 42:45 | 06:52 | 05:05 |
 | Force Staff | 102 | 30.09% | 84.1 | 56.86% | +9.60% | +12.37% | -8.86% | -1.86% | 28:43 | 17:10 | 22:42 | 27:22 | 34:06 | 50:40 | 11:24 | 08:26 |
 | Magic Stick | 321 | 94.69% | 82.6 | 50.47% | +6.03% | +7.03% | -4.22% | -1.61% | 04:39 | -01:30 | 01:06 | 04:11 | 08:06 | 29:52 | 07:00 | 05:11 |
 | Blight Stone | 16 | 4.72% | 81.2 | 75.00% | +26.08% | 0.00% | 0.00% | 0.00% | 27:21 | 15:41 | 23:03 | 28:01 | 32:07 | 36:23 | 09:04 | 06:42 |
 | Medallion of Courage | 16 | 4.72% | 79.7 | 75.00% | +26.08% | 0.00% | 0.00% | 0.00% | 27:26 | 15:41 | 23:03 | 28:01 | 32:07 | 36:23 | 09:04 | 06:42 |
 | Boots of Speed | 339 | 100.00% | 78.3 | 50.15% | +50.15% | +8.67% | -17.21% | -6.50% | 06:00 | -01:29 | 04:13 | 06:20 | 08:12 | 18:03 | 03:59 | 02:57 |
 | Ring of Protection | 105 | 30.97% | 76.8 | 54.29% | +6.00% | -8.14% | +7.25% | 0.80% | 12:33 | -01:29 | -01:29 | 12:55 | 20:39 | 49:24 | 22:08 | 16:23 |
 | Buckler | 66 | 19.47% | 75.4 | 56.06% | +7.34% | -20.77% | +18.94% | 3.98% | 24:13 | 02:40 | 18:28 | 21:52 | 28:27 | 49:24 | 09:59 | 07:23 |
 | Solar Crest | 8 | 2.36% | 73.9 | 87.50% | +38.26% | +12.50% | +12.50% | 0.00% | 29:27 | 18:30 | 26:58 | 31:02 | 32:10 | 32:30 | 05:12 | 03:51 |
 | Glimmer Cape | 69 | 20.35% | 72.5 | 55.07% | +6.18% | +3.75% | +3.75% | 0.00% | 27:31 | 15:38 | 22:28 | 26:00 | 31:12 | 49:37 | 08:44 | 06:28 |
 | Bracer | 25 | 7.37% | 71.0 | 64.00% | +14.96% | -14.00% | +2.67% | 2.12% | 16:19 | 01:36 | 10:28 | 16:17 | 18:20 | 39:48 | 07:52 | 05:49 |
 | Pipe of Insight | 5 | 1.47% | 69.6 | 100.00% | +50.60% | 0.00% | 0.00% | 0.00% | 28:01 | 17:15 | 17:15 | 24:19 | 35:31 | 40:59 | 18:16 | 13:31 |
 | Wind Lace | 157 | 46.31% | 68.1 | 48.41% | -3.24% | +5.44% | +15.69% | 0.82% | 09:09 | -01:29 | -01:28 | 07:12 | 13:59 | 49:30 | 15:27 | 11:26 |
 | Drum of Endurance | 28 | 8.26% | 66.7 | 60.71% | +11.51% | -3.57% | -3.57% | 0.00% | 26:18 | 10:54 | 18:41 | 22:11 | 31:12 | 50:52 | 12:31 | 09:16 |
 | Black King Bar | 24 | 7.08% | 65.2 | 62.50% | +13.29% | -12.50% | +37.50% | 4.26% | 27:29 | 14:34 | 17:57 | 23:47 | 29:42 | 1:19:44 | 11:45 | 08:42 |
 | Wraith Pact | 22 | 6.49% | 63.8 | 63.64% | +14.43% | -13.64% | -3.64% | 1.08% | 33:08 | 17:29 | 27:41 | 31:35 | 36:59 | 54:10 | 09:18 | 06:53 |
 | Soul Ring | 20 | 5.90% | 62.3 | 65.00% | +15.78% | -45.00% | -5.00% | 16.67% | 04:32 | 02:05 | 02:42 | 03:13 | 05:06 | 19:24 | 02:24 | 01:46 |
 | Ring of Basilius | 50 | 14.75% | 60.9 | 54.00% | +4.52% | +15.23% | -4.00% | -1.04% | 14:29 | -01:29 | 02:14 | 13:53 | 20:39 | 49:25 | 18:25 | 13:38 |
 | Phase Boots | 29 | 8.55% | 59.4 | 58.62% | +9.27% | +12.81% | +27.09% | 2.35% | 14:01 | 05:27 | 07:47 | 10:15 | 13:51 | 46:40 | 06:04 | 04:29 |
 | Lotus Orb | 27 | 7.96% | 58.0 | 59.26% | +9.90% | -16.40% | +12.17% | 2.41% | 31:47 | 13:31 | 26:35 | 33:20 | 38:26 | 44:48 | 11:51 | 08:46 |
 | Aghanim's Scepter | 9 | 2.65% | 56.5 | 77.78% | +28.39% | +22.22% | +22.22% | 0.00% | 30:41 | 19:50 | 22:24 | 31:33 | 37:25 | 40:25 | 15:01 | 11:07 |
 | Blink Dagger | 17 | 5.01% | 55.1 | 64.71% | +15.33% | +35.29% | +10.29% | -2.25% | 34:45 | 18:47 | 25:55 | 33:47 | 37:02 | 1:04:48 | 11:07 | 08:14 |
 | Ghost Scepter | 51 | 15.04% | 53.6 | 50.98% | +0.98% | -12.52% | -4.83% | 0.77% | 32:37 | 13:46 | 26:24 | 31:30 | 36:25 | 57:45 | 10:01 | 07:25 |
 | Guardian Greaves | 13 | 3.83% | 52.2 | 69.23% | +19.84% | +30.77% | -2.56% | 0.00% | 31:04 | 16:57 | 22:34 | 29:52 | 35:48 | 46:18 | 13:14 | 09:48 |
 | Morbid Mask | 32 | 9.44% | 50.7 | 53.13% | +3.29% | -3.13% | -15.63% | -1.22% | 27:35 | 13:48 | 20:51 | 26:27 | 31:08 | 49:25 | 10:17 | 07:37 |
 | Assault Cuirass | 4 | 1.18% | 49.3 | 100.00% | +50.45% | 0.00% | 0.00% | 0.00% | 37:40 | 26:49 | 26:49 | 35:04 | 39:27 | 49:19 | 12:38 | 09:21 |
 | Tranquil Boots | 68 | 20.06% | 47.8 | 45.59% | -5.70% | +13.23% | +7.35% | -0.81% | 17:54 | 07:25 | 12:27 | 15:47 | 19:42 | 49:30 | 07:15 | 05:22 |
 | Vladmir's Offering | 31 | 9.14% | 46.4 | 51.61% | +1.61% | -1.61% | -14.11% | -1.29% | 28:36 | 14:22 | 21:52 | 28:28 | 31:32 | 49:30 | 09:40 | 07:09 |
 | Helm of Iron Will | 10 | 2.95% | 44.9 | 70.00% | +20.46% | +30.00% | -20.00% | 0.00% | 28:15 | 08:11 | 15:16 | 22:52 | 40:31 | 50:59 | 25:15 | 18:42 |
 | Aghanim's Shard | 19 | 5.60% | 43.5 | 57.89% | +8.20% | -17.89% | -17.89% | 0.00% | 25:22 | 15:00 | 19:16 | 22:40 | 29:20 | 46:50 | 10:04 | 07:27 |
 | Vanguard | 6 | 1.77% | 42.0 | 83.33% | +33.78% | +16.67% | +16.67% | 0.00% | 22:55 | 11:05 | 11:59 | 13:35 | 31:20 | 50:58 | 19:21 | 14:20 |
 | Shiva's Guard | 6 | 1.77% | 40.6 | 83.33% | +33.78% | +16.67% | +16.67% | 0.00% | 34:23 | 25:23 | 30:34 | 31:56 | 42:22 | 42:23 | 11:48 | 08:44 |
 | Boots of Bearing | 8 | 2.36% | 39.1 | 75.00% | +25.45% | +25.00% | -25.00% | 0.00% | 34:19 | 25:26 | 26:05 | 29:57 | 39:34 | 46:24 | 13:29 | 09:59 |
 | Quelling Blade | 24 | 7.08% | 37.7 | 50.00% | -0.16% | 0.00% | -16.67% | -3.83% | 03:12 | -01:29 | -01:29 | -01:29 | 05:50 | 25:57 | 07:19 | 05:25 |
 | Aeon Disk | 14 | 4.13% | 36.2 | 57.14% | +7.29% | -7.14% | +9.53% | 0.00% | 44:03 | 30:05 | 42:39 | 43:20 | 46:58 | 58:06 | 04:19 | 03:11 |
 | Echo Sabre | 7 | 2.06% | 34.8 | 71.43% | +21.73% | +28.57% | -21.43% | 0.00% | 18:48 | 12:23 | 12:34 | 14:09 | 14:42 | 49:54 | 02:08 | 01:34 |
 | Overwhelming Blink | 3 | 0.88% | 33.3 | 100.00% | +50.30% | 0.00% | 0.00% | 0.00% | 47:50 | 39:50 | 39:50 | 42:38 | 1:01:03 | 1:01:03 | 21:13 | 15:42 |
 | Power Treads | 3 | 0.88% | 31.9 | 100.00% | +50.30% | 0.00% | 0.00% | 0.00% | 12:34 | 09:05 | 09:05 | 13:21 | 15:15 | 15:15 | 06:10 | 04:34 |
 | Falcon Blade | 11 | 3.24% | 30.4 | 54.55% | +4.55% | -54.55% | +12.12% | 0.00% | 09:59 | 06:20 | 07:42 | 09:38 | 11:36 | 14:59 | 03:54 | 02:53 |
 | Heaven's Halberd | 14 | 4.13% | 29.0 | 50.00% | -0.15% | +25.00% | +16.67% | 0.00% | 29:50 | 18:55 | 21:30 | 29:10 | 35:33 | 49:25 | 14:03 | 10:24 |
 | Sange | 14 | 4.13% | 27.5 | 50.00% | -0.15% | 0.00% | -16.67% | 0.00% | 26:37 | 16:12 | 17:32 | 24:51 | 33:36 | 49:25 | 16:04 | 11:54 |
 | Helm of the Dominator | 4 | 1.18% | 26.1 | 75.00% | +25.15% | +25.00% | +25.00% | 0.00% | 39:39 | 26:20 | 26:20 | 36:11 | 42:59 | 53:06 | 16:39 | 12:20 |
 | Aether Lens | 2 | 0.59% | 24.6 | 100.00% | +50.15% | 0.00% | 0.00% | 0.00% | 39:52 | 31:00 | 31:00 | 48:43 | 48:43 | 48:43 | 17:43 | 13:07 |
 | Eul's Scepter of Divinity | 2 | 0.59% | 23.2 | 100.00% | +50.15% | 0.00% | 0.00% | 0.00% | 30:58 | 25:52 | 25:52 | 36:03 | 36:03 | 36:03 | 10:11 | 07:32 |
 | Orb of Venom | 15 | 4.42% | 21.7 | 33.33% | -17.60% | +16.67% | -8.33% | 0.00% | -01:08 | -01:29 | -01:29 | -01:29 | -01:29 | 01:56 | 00:00 | 00:00 |
 | Crimson Guard | 3 | 0.88% | 20.3 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 18:39 | 16:21 | 16:21 | 16:50 | 22:46 | 22:46 | 06:25 | 04:45 |
 | Veil of Discord | 1 | 0.29% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Dagon | 1 | 0.29% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 00:00 | 00:00 |
 | Radiance | 1 | 0.29% | 15.9 | 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 |
 | Orchid Malevolence | 1 | 0.29% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.29% | 13.0 | 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 |
 | Armlet of Mordiggian | 1 | 0.29% | 11.6 | 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 |
 | Skull Basher | 1 | 0.29% | 10.1 | 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 |
 | Refresher Orb | 2 | 0.59% | 8.7 | 50.00% | -0.15% | -50.00% | 0.00% | 0.00% | 1:05:09 | 60:58 | 60:58 | 1:09:19 | 1:09:19 | 1:09:19 | 08:21 | 06:11 |
 | Linken's Sphere | 2 | 0.59% | 7.2 | 50.00% | -0.15% | -50.00% | 0.00% | 0.00% | 48:36 | 37:04 | 37:04 | 60:08 | 60:08 | 60:08 | 23:04 | 17:05 |
 | Wraith Band | 1 | 0.29% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 00:00 | 00:00 |
 | Spirit Vessel | 3 | 0.88% | 4.3 | 0.00% | -50.60% | 0.00% | 0.00% | 0.00% | 20:32 | 15:40 | 15:40 | 19:24 | 26:33 | 26:33 | 10:53 | 08:03 |
 | Bottle | 1 | 0.29% | 2.9 | 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 | 3 | 0.88% | 1.4 | 0.00% | -50.60% | 0.00% | 0.00% | 0.00% | 10:35 | 08:35 | 08:35 | 09:34 | 13:35 | 13:35 | 05:00 | 03:42 |