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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 | |
 | Assault Cuirass | 45 | 20.00% | 100.0 | 68.89% | +27.78% | +3.84% | -14.34% | -4.01% | 34:00 | 24:18 | 31:27 | 32:59 | 35:59 | 48:36 | 04:32 | 03:21 |
 | Buckler | 95 | 42.22% | 98.8 | 62.11% | +26.73% | -3.78% | -3.78% | 0.00% | 24:01 | 09:45 | 15:21 | 24:11 | 31:28 | 42:58 | 16:07 | 11:56 |
 | Pipe of Insight | 29 | 12.89% | 97.7 | 68.97% | +25.60% | +2.46% | -11.83% | -2.21% | 20:17 | 15:01 | 16:13 | 19:09 | 22:41 | 41:06 | 06:28 | 04:47 |
 | Headdress | 88 | 39.11% | 96.5 | 56.82% | +16.67% | +2.27% | -6.82% | -1.02% | 14:39 | 03:06 | 09:05 | 12:38 | 18:00 | 41:06 | 08:55 | 06:36 |
 | Skull Basher | 27 | 12.00% | 95.3 | 66.67% | +22.73% | +4.76% | +19.04% | 1.42% | 36:57 | 24:59 | 30:09 | 37:22 | 40:11 | 55:03 | 10:02 | 07:25 |
 | Morbid Mask | 18 | 8.00% | 94.2 | 72.22% | +27.78% | -12.22% | -22.22% | -0.87% | 28:09 | 15:50 | 24:09 | 26:31 | 35:38 | 39:04 | 11:29 | 08:30 |
 | Vladmir's Offering | 18 | 8.00% | 93.0 | 72.22% | +27.78% | -12.22% | -22.22% | -0.89% | 29:50 | 17:33 | 26:12 | 27:47 | 37:24 | 43:13 | 11:12 | 08:17 |
 | Aghanim's Scepter | 60 | 26.67% | 91.9 | 58.33% | +15.91% | -5.00% | -18.33% | -1.68% | 28:10 | 20:13 | 23:43 | 26:37 | 31:39 | 43:27 | 07:56 | 05:52 |
 | Ring of Health | 76 | 33.78% | 90.7 | 56.58% | +14.97% | -9.21% | +11.84% | 0.99% | 24:11 | 01:33 | 13:51 | 20:32 | 35:09 | 56:40 | 21:18 | 15:46 |
 | Abyssal Blade | 13 | 5.78% | 89.5 | 76.92% | +32.11% | +23.08% | -10.25% | -3.09% | 43:26 | 34:03 | 35:32 | 42:39 | 46:19 | 56:31 | 10:47 | 07:59 |
 | Guardian Greaves | 47 | 20.89% | 88.4 | 59.57% | +16.31% | +7.10% | -1.24% | -1.57% | 18:44 | 13:44 | 15:53 | 17:30 | 21:12 | 30:51 | 05:19 | 03:56 |
 | Mekansm | 51 | 22.67% | 87.2 | 58.82% | +15.72% | +10.41% | +10.41% | 0.00% | 13:09 | 08:37 | 10:49 | 12:12 | 14:30 | 26:19 | 03:41 | 02:43 |
 | Hood of Defiance | 17 | 7.56% | 86.0 | 70.59% | +25.88% | -20.59% | -20.59% | 0.00% | 17:35 | 10:30 | 13:55 | 15:47 | 18:48 | 34:35 | 04:53 | 03:37 |
 | Bracer | 105 | 46.67% | 84.9 | 52.38% | +10.71% | +1.47% | +1.47% | 0.00% | 02:28 | 00:53 | 01:51 | 02:09 | 02:37 | 12:03 | 00:46 | 00:34 |
 | Ring of Protection | 183 | 81.33% | 83.7 | 49.18% | +13.47% | -10.05% | +9.52% | 2.75% | 08:32 | -01:29 | 04:05 | 07:15 | 11:12 | 39:04 | 07:07 | 05:16 |
 | Magic Wand | 198 | 88.00% | 82.6 | 48.48% | +15.15% | +7.52% | -1.54% | -1.61% | 07:04 | -01:29 | 03:47 | 06:32 | 09:24 | 33:28 | 05:37 | 04:09 |
 | Chainmail | 192 | 85.33% | 81.4 | 48.44% | +12.08% | +7.81% | -2.61% | -2.68% | 08:03 | 02:06 | 05:43 | 07:18 | 09:36 | 24:15 | 03:53 | 02:52 |
 | Quelling Blade | 120 | 53.33% | 80.2 | 50.00% | +7.14% | -6.67% | +6.67% | 0.00% | -01:12 | -01:30 | -01:29 | -01:29 | -01:29 | 09:37 | 00:00 | 00:00 |
 | Refresher Orb | 12 | 5.33% | 79.1 | 75.00% | +29.93% | -8.33% | -8.33% | 0.00% | 48:10 | 30:10 | 38:43 | 47:03 | 56:47 | 1:04:42 | 18:04 | 13:22 |
 | Overwhelming Blink | 12 | 5.33% | 77.9 | 75.00% | +29.93% | +25.00% | -41.67% | 0.00% | 40:33 | 29:11 | 36:22 | 39:01 | 42:31 | 1:02:38 | 06:09 | 04:33 |
 | Void Stone | 42 | 18.67% | 76.7 | 57.14% | +12.88% | -2.59% | +2.86% | 0.35% | 32:03 | 09:25 | 25:02 | 30:54 | 40:39 | 54:47 | 15:37 | 11:34 |
 | Boots of Speed | 225 | 100.00% | 75.6 | 46.67% | +46.67% | +14.04% | -9.17% | -9.04% | 04:49 | -01:29 | 03:19 | 04:24 | 05:53 | 12:31 | 02:34 | 01:54 |
 | Cornucopia | 14 | 6.22% | 74.4 | 71.43% | +26.41% | +28.57% | -4.76% | -2.57% | 42:55 | 31:09 | 35:50 | 39:56 | 48:48 | 1:04:42 | 12:58 | 09:36 |
 | Aghanim's Shard | 113 | 50.22% | 73.3 | 49.56% | +5.81% | -3.13% | +7.58% | 1.26% | 24:35 | 15:04 | 19:06 | 23:14 | 27:36 | 52:35 | 08:30 | 06:17 |
 | Magic Stick | 201 | 89.33% | 72.1 | 46.77% | +0.94% | +1.23% | +7.23% | 1.33% | 02:41 | -01:29 | -01:29 | 01:42 | 05:59 | 31:16 | 07:28 | 05:31 |
 | Ring of Basilius | 16 | 7.11% | 70.9 | 68.75% | +23.77% | -18.75% | +6.25% | 3.54% | 25:32 | 15:06 | 20:38 | 25:03 | 27:42 | 39:04 | 07:04 | 05:14 |
 | Harpoon | 7 | 3.11% | 69.8 | 85.71% | +40.30% | -35.71% | +14.29% | 0.00% | 28:45 | 15:39 | 24:44 | 30:44 | 33:34 | 35:30 | 08:50 | 06:32 |
 | Arcane Boots | 81 | 36.00% | 68.6 | 49.38% | +4.24% | +5.62% | -9.38% | -2.34% | 09:32 | 03:29 | 06:03 | 09:25 | 12:27 | 25:01 | 06:24 | 04:44 |
 | Diadem | 9 | 4.00% | 67.4 | 77.78% | +32.41% | -27.78% | +22.22% | 0.00% | 26:26 | 14:18 | 19:01 | 25:25 | 32:26 | 34:31 | 13:25 | 09:56 |
 | Soul Ring | 131 | 58.22% | 66.3 | 45.80% | -2.07% | +2.68% | +2.68% | 0.00% | 07:19 | 02:12 | 05:04 | 07:27 | 08:56 | 22:59 | 03:52 | 02:51 |
 | Blink Dagger | 88 | 39.11% | 65.1 | 47.73% | +1.74% | +15.91% | -15.91% | -4.32% | 28:50 | 15:37 | 24:19 | 27:32 | 31:41 | 53:06 | 07:22 | 05:27 |
 | Phase Boots | 140 | 62.22% | 64.0 | 45.00% | -4.41% | +12.14% | -7.86% | -8.39% | 08:09 | 04:12 | 06:43 | 07:49 | 09:06 | 15:57 | 02:23 | 01:45 |
 | Vanguard | 26 | 11.56% | 62.8 | 57.69% | +12.46% | -29.12% | +8.98% | 1.15% | 29:00 | 04:48 | 11:01 | 33:51 | 44:12 | 56:14 | 33:11 | 24:34 |
 | Spirit Vessel | 4 | 1.78% | 61.6 | 100.00% | +54.30% | 0.00% | 0.00% | 0.00% | 16:21 | 12:01 | 12:01 | 13:31 | 19:50 | 20:02 | 07:49 | 05:47 |
 | Urn of Shadows | 4 | 1.78% | 60.5 | 100.00% | +54.30% | 0.00% | 0.00% | 0.00% | 11:34 | 04:46 | 04:46 | 07:51 | 16:44 | 16:54 | 11:58 | 08:51 |
 | Shiva's Guard | 4 | 1.78% | 59.3 | 100.00% | +54.30% | 0.00% | 0.00% | 0.00% | 39:47 | 35:34 | 35:34 | 37:54 | 41:15 | 44:23 | 05:41 | 04:12 |
 | Blade Mail | 50 | 22.22% | 58.1 | 50.00% | +4.29% | +26.92% | 0.00% | -13.24% | 13:29 | 09:55 | 12:29 | 12:58 | 14:31 | 22:07 | 02:02 | 01:30 |
 | Echo Sabre | 58 | 25.78% | 57.0 | 48.28% | +2.17% | +18.39% | +1.72% | -4.13% | 15:04 | 11:13 | 12:49 | 14:12 | 16:51 | 24:48 | 04:02 | 02:59 |
 | Black King Bar | 106 | 47.11% | 55.8 | 44.34% | -4.40% | +7.51% | -9.72% | -1.93% | 25:01 | 15:46 | 20:10 | 23:13 | 29:06 | 1:08:04 | 08:56 | 06:37 |
 | Blight Stone | 81 | 36.00% | 54.7 | 44.44% | -3.48% | -4.44% | -4.44% | 0.00% | 17:07 | -01:29 | 10:37 | 16:11 | 21:47 | 1:04:41 | 11:10 | 08:16 |
 | Lotus Orb | 21 | 9.33% | 53.5 | 57.14% | +11.55% | +22.86% | +22.86% | 0.00% | 27:40 | 18:14 | 22:38 | 26:48 | 30:36 | 45:38 | 07:58 | 05:54 |
 | Bloodthorn | 6 | 2.67% | 52.3 | 83.33% | +37.67% | +16.67% | +16.67% | 0.00% | 39:23 | 32:06 | 36:00 | 36:47 | 46:09 | 48:24 | 10:09 | 07:31 |
 | Orchid Malevolence | 6 | 2.67% | 51.2 | 83.33% | +37.67% | +16.67% | +16.67% | 0.00% | 38:24 | 31:09 | 32:06 | 35:50 | 46:06 | 48:24 | 14:00 | 10:22 |
 | Desolator | 73 | 32.44% | 50.0 | 43.84% | -4.19% | +6.16% | -10.51% | -2.50% | 21:20 | 13:39 | 16:18 | 19:27 | 22:58 | 1:04:41 | 06:40 | 04:56 |
 | Fluffy Hat | 29 | 12.89% | 48.8 | 48.28% | +1.85% | +8.86% | +8.86% | 0.00% | 20:06 | 03:17 | 11:25 | 16:33 | 28:51 | 49:34 | 17:26 | 12:54 |
 | Octarine Core | 3 | 1.33% | 47.7 | 100.00% | +54.05% | 0.00% | 0.00% | 0.00% | 36:59 | 33:26 | 33:26 | 38:13 | 39:18 | 39:18 | 05:52 | 04:20 |
 | Wind Lace | 17 | 7.56% | 46.5 | 52.94% | +6.79% | -27.94% | +47.06% | 3.97% | 14:12 | -01:28 | 04:41 | 10:43 | 23:35 | 35:18 | 18:54 | 14:00 |
 | Crown | 5 | 2.22% | 45.3 | 80.00% | +34.09% | +20.00% | +20.00% | 0.00% | 16:39 | 10:26 | 10:26 | 11:14 | 21:49 | 29:00 | 11:23 | 08:25 |
 | Holy Locket | 19 | 8.44% | 44.2 | 47.37% | +0.77% | +12.63% | -7.37% | -1.38% | 27:30 | 13:11 | 18:59 | 26:40 | 33:29 | 49:55 | 14:30 | 10:44 |
 | Linken's Sphere | 8 | 3.56% | 43.0 | 62.50% | +16.42% | -12.50% | -12.50% | 0.00% | 41:21 | 34:38 | 39:14 | 40:39 | 42:39 | 45:50 | 03:25 | 02:31 |
 | Wraith Pact | 8 | 3.56% | 41.9 | 62.50% | +16.42% | -12.50% | -12.50% | 0.00% | 29:46 | 20:30 | 24:19 | 28:36 | 32:06 | 41:17 | 07:47 | 05:45 |
 | Heaven's Halberd | 18 | 8.00% | 40.7 | 44.44% | -2.42% | -24.44% | +55.56% | 6.21% | 30:25 | 17:14 | 23:36 | 28:35 | 36:29 | 48:10 | 12:53 | 09:32 |
 | Helm of Iron Will | 19 | 8.44% | 39.5 | 42.11% | -4.98% | -22.11% | -22.11% | 0.00% | 31:39 | 14:23 | 23:51 | 30:48 | 42:22 | 51:08 | 18:31 | 13:42 |
 | Mage Slayer | 16 | 7.11% | 38.4 | 43.75% | -3.14% | +56.25% | +6.25% | -6.15% | 26:15 | 15:07 | 21:14 | 27:19 | 29:22 | 36:37 | 08:08 | 06:01 |
 | Wraith Band | 16 | 7.11% | 37.2 | 43.75% | -3.14% | +6.25% | -18.75% | -10.56% | 05:11 | 00:56 | 01:26 | 02:04 | 03:48 | 25:38 | 02:22 | 01:45 |
 | Sange | 21 | 9.33% | 36.0 | 38.10% | -9.45% | -18.10% | +21.90% | 2.63% | 29:14 | 13:49 | 19:29 | 31:20 | 34:42 | 47:32 | 15:13 | 11:16 |
 | Medallion of Courage | 2 | 0.89% | 34.9 | 100.00% | +53.81% | 0.00% | 0.00% | 0.00% | 24:53 | 20:45 | 20:45 | 29:00 | 29:00 | 29:00 | 08:15 | 06:06 |
 | Tranquil Boots | 2 | 0.89% | 33.7 | 100.00% | +53.81% | 0.00% | 0.00% | 0.00% | 35:57 | 35:18 | 35:18 | 36:35 | 36:35 | 36:35 | 01:17 | 00:57 |
 | Ghost Scepter | 2 | 0.89% | 32.6 | 100.00% | +53.81% | 0.00% | 0.00% | 0.00% | 39:59 | 38:38 | 38:38 | 41:20 | 41:20 | 41:20 | 02:42 | 02:00 |
 | Solar Crest | 2 | 0.89% | 31.4 | 100.00% | +53.81% | 0.00% | 0.00% | 0.00% | 26:52 | 24:27 | 24:27 | 29:16 | 29:16 | 29:16 | 04:49 | 03:34 |
 | Orb of Venom | 11 | 4.89% | 30.2 | 45.45% | -1.28% | +21.22% | -45.45% | 0.00% | -00:51 | -01:29 | -01:29 | -01:29 | -01:29 | 02:55 | 00:00 | 00:00 |
 | Crystalys | 5 | 2.22% | 29.1 | 60.00% | +13.64% | +40.00% | +40.00% | 0.00% | 39:19 | 15:43 | 15:43 | 41:16 | 49:59 | 51:35 | 34:16 | 25:22 |
 | Crimson Guard | 9 | 4.00% | 27.9 | 44.44% | -2.32% | -44.44% | +5.56% | 0.00% | 25:54 | 15:16 | 16:50 | 24:41 | 28:02 | 46:35 | 11:12 | 08:17 |
 | Aeon Disk | 3 | 1.33% | 26.7 | 66.67% | +20.27% | +33.33% | 0.00% | 0.00% | 43:13 | 32:38 | 32:38 | 40:09 | 56:51 | 56:51 | 24:13 | 17:56 |
 | Scythe of Vyse | 7 | 3.11% | 25.6 | 42.86% | -3.93% | +7.14% | -42.86% | 0.00% | 45:58 | 40:28 | 41:05 | 44:12 | 49:55 | 51:45 | 08:50 | 06:32 |
 | Nullifier | 8 | 3.56% | 24.4 | 37.50% | -9.50% | +12.50% | -37.50% | 0.00% | 40:22 | 31:13 | 32:00 | 42:35 | 43:09 | 51:11 | 11:09 | 08:15 |
 | Falcon Blade | 4 | 1.78% | 23.3 | 50.00% | +3.39% | -50.00% | +50.00% | 0.00% | 07:02 | 03:18 | 03:18 | 05:29 | 08:55 | 10:24 | 05:37 | 04:09 |
 | Yasha | 1 | 0.44% | 22.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.44% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.44% | 19.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:36 | 41:36 | 41:36 | 41:36 | 41:36 | 41:36 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.44% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:15 | 41:15 | 41:15 | 41:15 | 41:15 | 41:15 | 00:00 | 00:00 |
 | Satanic | 1 | 0.44% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.44% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.44% | 15.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.44% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 00:00 | 00:00 |
 | Radiance | 2 | 0.89% | 12.8 | 50.00% | +3.36% | +50.00% | 0.00% | 0.00% | 19:39 | 17:41 | 17:41 | 21:36 | 21:36 | 21:36 | 03:55 | 02:54 |
 | Eul's Scepter of Divinity | 2 | 0.89% | 11.6 | 50.00% | +3.36% | -50.00% | 0.00% | 0.00% | 29:33 | 25:09 | 25:09 | 33:57 | 33:57 | 33:57 | 08:48 | 06:31 |
 | Force Staff | 9 | 4.00% | 10.5 | 22.22% | -25.47% | -22.22% | +27.78% | 0.00% | 29:08 | 19:35 | 22:45 | 30:49 | 32:53 | 35:52 | 10:08 | 07:30 |
 | Glimmer Cape | 3 | 1.33% | 9.3 | 33.33% | -13.52% | +66.67% | 0.00% | 0.00% | 21:57 | 17:05 | 17:05 | 18:28 | 30:17 | 30:17 | 13:12 | 09:46 |
 | Daedalus | 3 | 1.33% | 8.1 | 33.33% | -13.52% | -33.33% | 0.00% | 0.00% | 46:58 | 38:53 | 38:53 | 50:00 | 52:02 | 52:02 | 13:09 | 09:44 |
 | Boots of Travel | 3 | 1.33% | 7.0 | 33.33% | -13.52% | -33.33% | 0.00% | 0.00% | 42:51 | 36:27 | 36:27 | 43:10 | 48:56 | 48:56 | 12:29 | 09:14 |
 | Bottle | 3 | 1.33% | 5.8 | 33.33% | -13.52% | +66.67% | 0.00% | 0.00% | 01:07 | 01:00 | 01:00 | 01:03 | 01:17 | 01:17 | 00:17 | 00:12 |
 | Divine Rapier | 3 | 1.33% | 4.7 | 33.33% | -13.52% | -33.33% | 0.00% | 0.00% | 54:33 | 46:19 | 46:19 | 50:03 | 1:07:16 | 1:07:16 | 20:57 | 15:31 |
 | Hand of Midas | 1 | 0.44% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.44% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.44% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 00:00 | 00:00 |