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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 | |
 | Pipe of Insight | 107 | 63.31% | 100.0 | 64.49% | +22.55% | +5.88% | -27.45% | -5.19% | 20:08 | 12:33 | 16:46 | 19:56 | 23:11 | 30:59 | 06:25 | 04:45 |
 | Hood of Defiance | 110 | 65.09% | 98.5 | 63.64% | +21.27% | +7.79% | -30.31% | -5.72% | 16:04 | 07:45 | 12:31 | 16:02 | 19:11 | 28:04 | 06:40 | 04:56 |
 | Ring of Health | 127 | 75.15% | 96.9 | 61.42% | +20.94% | +7.33% | -23.92% | -4.37% | 17:29 | 07:34 | 12:48 | 17:00 | 19:57 | 48:50 | 07:09 | 05:17 |
 | Guardian Greaves | 149 | 88.17% | 95.4 | 59.73% | +29.73% | -2.97% | +10.54% | 2.81% | 18:18 | 11:55 | 15:40 | 17:08 | 20:28 | 39:38 | 04:48 | 03:33 |
 | Buckler | 153 | 90.53% | 93.8 | 59.48% | +34.48% | +6.31% | +11.57% | 0.87% | 16:33 | 09:33 | 13:20 | 15:09 | 19:24 | 38:45 | 06:04 | 04:29 |
 | Chainmail | 155 | 91.72% | 92.3 | 58.06% | +22.35% | +6.04% | +8.61% | 0.62% | 12:35 | 05:36 | 10:05 | 11:36 | 14:14 | 27:43 | 04:09 | 03:04 |
 | Mekansm | 155 | 91.72% | 90.8 | 58.06% | +22.35% | +3.48% | +13.73% | 3.29% | 13:46 | 08:26 | 11:38 | 12:48 | 14:45 | 27:44 | 03:07 | 02:18 |
 | Soul Ring | 161 | 95.27% | 89.2 | 57.14% | +19.64% | +2.86% | -7.14% | -5.71% | 08:50 | 04:22 | 07:53 | 08:48 | 09:38 | 13:32 | 01:45 | 01:17 |
 | Wraith Band | 150 | 88.76% | 87.7 | 57.33% | +9.96% | -9.96% | +15.64% | 25.60% | 00:50 | -01:30 | -01:29 | 01:33 | 02:11 | 06:30 | 03:40 | 02:42 |
 | Headdress | 162 | 95.86% | 86.2 | 56.79% | +13.93% | +13.94% | +0.71% | -4.54% | 11:18 | 04:44 | 09:40 | 11:08 | 12:35 | 21:56 | 02:55 | 02:09 |
 | Arcane Boots | 169 | 100.00% | 84.6 | 56.21% | +56.21% | +17.60% | -6.21% | -13.74% | 07:05 | 04:17 | 06:11 | 06:51 | 07:55 | 12:05 | 01:44 | 01:17 |
 | Ring of Protection | 169 | 100.00% | 83.1 | 56.21% | +56.21% | -1.45% | +3.31% | 2.23% | 07:50 | -01:29 | 06:56 | 07:49 | 09:04 | 18:26 | 02:08 | 01:34 |
 | Boots of Speed | 169 | 100.00% | 81.5 | 56.21% | +56.21% | +8.08% | +3.31% | -3.18% | 04:20 | -01:29 | 03:30 | 04:19 | 05:00 | 10:29 | 01:30 | 01:06 |
 | Void Stone | 93 | 55.03% | 80.0 | 58.06% | +4.11% | -5.89% | -5.89% | 0.00% | 27:21 | 10:50 | 21:57 | 27:06 | 31:36 | 44:04 | 09:39 | 07:08 |
 | Morbid Mask | 20 | 11.83% | 78.5 | 70.00% | +15.64% | +10.00% | -10.00% | -3.37% | 25:41 | 16:59 | 21:25 | 25:19 | 27:21 | 36:31 | 05:56 | 04:23 |
 | Ring of Basilius | 20 | 11.83% | 76.9 | 70.00% | +15.64% | +10.00% | -10.00% | -2.33% | 24:15 | 15:24 | 18:45 | 23:30 | 27:20 | 36:31 | 08:35 | 06:21 |
 | Wind Lace | 39 | 23.08% | 75.4 | 61.54% | +6.92% | -1.54% | +8.46% | 2.73% | 05:43 | 00:14 | 01:59 | 03:45 | 05:39 | 32:48 | 03:40 | 02:42 |
 | Magic Wand | 77 | 45.56% | 73.8 | 55.84% | -0.68% | +17.84% | -24.26% | -5.79% | 05:58 | -01:29 | 02:06 | 06:31 | 09:22 | 20:59 | 07:16 | 05:22 |
 | Scythe of Vyse | 53 | 31.36% | 72.3 | 58.49% | +3.32% | -20.03% | -4.64% | 2.07% | 33:45 | 20:55 | 29:28 | 33:05 | 36:54 | 57:04 | 07:26 | 05:30 |
 | Blight Stone | 26 | 15.38% | 70.8 | 65.38% | +10.83% | -8.24% | +1.29% | 5.45% | 04:59 | -01:29 | 02:01 | 02:33 | 03:46 | 55:32 | 01:45 | 01:17 |
 | Wraith Pact | 15 | 8.88% | 69.2 | 73.33% | +18.78% | +1.67% | +1.67% | 0.00% | 29:39 | 20:21 | 23:28 | 30:18 | 32:20 | 40:21 | 08:52 | 06:34 |
 | Assault Cuirass | 10 | 5.92% | 67.7 | 80.00% | +25.28% | +20.00% | +20.00% | 0.00% | 34:10 | 23:18 | 30:01 | 32:59 | 38:12 | 45:12 | 08:11 | 06:03 |
 | Vladmir's Offering | 21 | 12.43% | 66.2 | 66.67% | +11.94% | -6.67% | -6.67% | 0.00% | 26:17 | 18:20 | 21:58 | 26:17 | 27:44 | 36:33 | 05:46 | 04:16 |
 | Quelling Blade | 104 | 61.54% | 64.6 | 51.92% | -11.16% | -1.92% | +1.93% | 3.85% | -01:11 | -01:30 | -01:29 | -01:29 | -01:28 | 01:34 | 00:01 | 00:00 |
 | Heaven's Halberd | 16 | 9.47% | 63.1 | 68.75% | +13.85% | -18.75% | +6.25% | 2.80% | 26:22 | 19:40 | 21:44 | 24:54 | 30:40 | 35:20 | 08:56 | 06:37 |
 | Aghanim's Scepter | 30 | 17.75% | 61.5 | 60.00% | +4.60% | -22.50% | -31.43% | -0.83% | 29:33 | 15:17 | 24:21 | 27:24 | 35:07 | 49:27 | 10:46 | 07:58 |
 | Magic Stick | 79 | 46.75% | 60.0 | 50.63% | -10.48% | +9.37% | -0.63% | -6.67% | 02:09 | -01:30 | -01:29 | 01:51 | 02:59 | 20:30 | 04:28 | 03:18 |
 | Orb of Venom | 37 | 21.89% | 58.5 | 54.05% | -2.77% | -9.61% | +12.62% | 17.32% | 02:28 | 01:00 | 01:51 | 02:11 | 03:08 | 04:38 | 01:17 | 00:57 |
 | Fluffy Hat | 24 | 14.20% | 56.9 | 58.33% | +2.47% | +8.34% | -8.33% | -9.26% | 06:50 | 01:58 | 03:04 | 03:45 | 04:52 | 42:23 | 01:48 | 01:20 |
 | Orb of Corrosion | 20 | 11.83% | 55.4 | 60.00% | +4.30% | -20.00% | 0.00% | 12.00% | 04:55 | 03:01 | 03:45 | 04:45 | 05:25 | 10:51 | 01:40 | 01:14 |
 | Sange | 18 | 10.65% | 53.8 | 61.11% | +5.48% | -1.11% | +13.89% | 1.29% | 25:04 | 16:43 | 18:47 | 23:58 | 30:24 | 36:18 | 11:37 | 08:36 |
 | Aeon Disk | 12 | 7.10% | 52.3 | 66.67% | +11.26% | +33.33% | 0.00% | 0.00% | 41:25 | 28:28 | 36:43 | 40:07 | 48:28 | 50:48 | 11:45 | 08:42 |
 | Lotus Orb | 28 | 16.57% | 50.8 | 50.00% | -7.45% | -21.43% | -7.14% | 1.19% | 30:59 | 18:40 | 24:29 | 29:37 | 36:27 | 48:50 | 11:58 | 08:51 |
 | Crown | 3 | 1.78% | 49.2 | 100.00% | +44.58% | 0.00% | 0.00% | 0.00% | 27:33 | 23:02 | 23:02 | 26:49 | 32:48 | 32:48 | 09:46 | 07:14 |
 | Aether Lens | 17 | 10.06% | 47.7 | 52.94% | -3.64% | -27.94% | -2.94% | 2.31% | 35:35 | 21:35 | 28:05 | 35:33 | 38:55 | 57:39 | 10:50 | 08:01 |
 | Mage Slayer | 5 | 2.96% | 46.2 | 80.00% | +24.51% | +20.00% | +20.00% | 0.00% | 29:51 | 24:02 | 24:02 | 27:28 | 32:35 | 37:55 | 08:33 | 06:20 |
 | Black King Bar | 18 | 10.65% | 44.6 | 50.00% | -6.95% | +10.00% | +25.00% | 0.86% | 33:37 | 19:49 | 24:09 | 31:52 | 41:35 | 1:02:17 | 17:26 | 12:54 |
 | Aghanim's Shard | 7 | 4.14% | 43.1 | 57.14% | +0.97% | -7.14% | -7.14% | 0.00% | 30:50 | 20:20 | 25:02 | 32:27 | 32:33 | 39:25 | 07:31 | 05:34 |
 | Orchid Malevolence | 7 | 4.14% | 41.5 | 57.14% | +0.97% | -7.14% | -7.14% | 0.00% | 19:38 | 14:04 | 15:36 | 16:48 | 17:18 | 34:02 | 01:42 | 01:15 |
 | Solar Crest | 2 | 1.18% | 40.0 | 100.00% | +44.31% | 0.00% | 0.00% | 0.00% | 30:51 | 28:54 | 28:54 | 32:48 | 32:48 | 32:48 | 03:54 | 02:53 |
 | Medallion of Courage | 2 | 1.18% | 38.5 | 100.00% | +44.31% | 0.00% | 0.00% | 0.00% | 28:55 | 25:02 | 25:02 | 32:47 | 32:47 | 32:47 | 07:45 | 05:44 |
 | Bloodthorn | 2 | 1.18% | 36.9 | 100.00% | +44.31% | 0.00% | 0.00% | 0.00% | 32:56 | 27:36 | 27:36 | 38:16 | 38:16 | 38:16 | 10:40 | 07:54 |
 | Octarine Core | 13 | 7.69% | 35.4 | 38.46% | -19.23% | -38.46% | -5.13% | 0.00% | 41:19 | 24:21 | 36:30 | 41:52 | 44:37 | 57:39 | 08:07 | 06:00 |
 | Force Staff | 4 | 2.37% | 33.8 | 50.00% | -6.36% | -50.00% | +50.00% | 0.00% | 30:12 | 23:30 | 23:30 | 25:29 | 29:27 | 42:23 | 05:57 | 04:24 |
 | Falcon Blade | 1 | 0.59% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 0.59% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.59% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:02 | 06:02 | 06:02 | 06:02 | 06:02 | 06:02 | 00:00 | 00:00 |
 | Desolator | 1 | 0.59% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:32 | 55:32 | 55:32 | 55:32 | 55:32 | 55:32 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.59% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 00:00 | 00:00 |
 | Bottle | 1 | 0.59% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 00:00 | 00:00 |
 | Radiance | 2 | 1.18% | 23.1 | 50.00% | -6.29% | -50.00% | 0.00% | 0.00% | 32:22 | 27:46 | 27:46 | 36:58 | 36:58 | 36:58 | 09:12 | 06:48 |
 | Crimson Guard | 2 | 1.18% | 21.5 | 50.00% | -6.29% | -50.00% | 0.00% | 0.00% | 26:46 | 24:31 | 24:31 | 29:00 | 29:00 | 29:00 | 04:29 | 03:19 |
 | Skull Basher | 2 | 1.18% | 20.0 | 50.00% | -6.29% | -50.00% | 0.00% | 0.00% | 43:25 | 37:49 | 37:49 | 49:01 | 49:01 | 49:01 | 11:12 | 08:17 |
 | Linken's Sphere | 2 | 1.18% | 18.5 | 50.00% | -6.29% | +50.00% | 0.00% | 0.00% | 54:24 | 38:21 | 38:21 | 1:10:26 | 1:10:26 | 1:10:26 | 32:05 | 23:45 |
 | Aghanim's Blessing | 2 | 1.18% | 16.9 | 50.00% | -6.29% | +50.00% | 0.00% | 0.00% | 57:55 | 45:34 | 45:34 | 1:10:16 | 1:10:16 | 1:10:16 | 24:42 | 18:17 |
 | Boots of Travel | 3 | 1.78% | 15.4 | 33.33% | -23.30% | -33.33% | 0.00% | 0.00% | 49:07 | 45:19 | 45:19 | 48:52 | 53:10 | 53:10 | 07:51 | 05:48 |
 | Shiva's Guard | 3 | 1.78% | 13.8 | 33.33% | -23.30% | +66.67% | 0.00% | 0.00% | 36:10 | 27:18 | 27:18 | 34:02 | 47:09 | 47:09 | 19:51 | 14:42 |
 | Helm of Iron Will | 6 | 3.55% | 12.3 | 16.67% | -41.00% | +33.33% | -16.67% | 0.00% | 37:53 | 23:13 | 27:37 | 33:27 | 46:11 | 53:09 | 18:34 | 13:45 |
 | Ghost Scepter | 1 | 0.59% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Nullifier | 3 | 1.78% | 9.2 | 0.00% | -57.23% | 0.00% | 0.00% | 0.00% | 44:10 | 34:13 | 34:13 | 43:56 | 54:22 | 54:22 | 20:09 | 14:55 |
 | Urn of Shadows | 1 | 0.59% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:38 | 10:38 | 10:38 | 10:38 | 10:38 | 10:38 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.59% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 00:00 | 00:00 |
 | Vanguard | 2 | 1.18% | 4.6 | 0.00% | -56.89% | 0.00% | 0.00% | 0.00% | 25:20 | 21:41 | 21:41 | 28:58 | 28:58 | 28:58 | 07:17 | 05:23 |
 | Ethereal Blade | 1 | 0.59% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Kaya | 1 | 0.59% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 00:00 | 00:00 |