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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 | 92 | 64.34% | 100.0 | 63.04% | +23.82% | +10.87% | -23.91% | -5.38% | 20:25 | 13:18 | 16:50 | 20:37 | 23:18 | 30:59 | 06:28 | 04:47 |
 | Hood of Defiance | 95 | 66.43% | 98.5 | 62.11% | +22.53% | +4.56% | -32.94% | -5.61% | 16:24 | 07:48 | 12:48 | 16:17 | 19:29 | 28:04 | 06:41 | 04:57 |
 | Ring of Health | 107 | 74.83% | 96.9 | 60.75% | +24.64% | +5.92% | -23.71% | -4.27% | 17:31 | 07:35 | 13:04 | 17:10 | 20:00 | 48:50 | 06:56 | 05:08 |
 | Guardian Greaves | 128 | 89.51% | 95.4 | 56.25% | +16.25% | -3.12% | +12.50% | 3.25% | 18:24 | 11:55 | 15:40 | 17:16 | 20:28 | 39:38 | 04:48 | 03:33 |
 | Void Stone | 76 | 53.15% | 93.8 | 59.21% | +9.96% | -6.58% | -6.58% | 0.00% | 27:28 | 10:50 | 22:32 | 26:35 | 32:09 | 44:04 | 09:37 | 07:07 |
 | Buckler | 132 | 92.31% | 92.3 | 56.06% | +19.70% | +4.55% | +13.64% | 1.49% | 16:40 | 10:49 | 13:20 | 15:07 | 19:25 | 38:45 | 06:05 | 04:30 |
 | Soul Ring | 135 | 94.41% | 90.8 | 55.56% | +18.06% | +6.20% | -5.56% | -6.99% | 08:53 | 05:23 | 07:58 | 08:48 | 09:39 | 13:32 | 01:41 | 01:14 |
 | Wraith Band | 132 | 92.31% | 89.2 | 55.30% | +9.85% | -6.82% | +14.40% | 21.22% | 00:40 | -01:30 | -01:29 | 01:26 | 02:04 | 04:10 | 03:33 | 02:37 |
 | Arcane Boots | 143 | 100.00% | 87.7 | 54.55% | +54.55% | +14.89% | -4.55% | -11.78% | 07:06 | 04:17 | 06:15 | 06:53 | 07:54 | 12:05 | 01:39 | 01:13 |
 | Ring of Protection | 143 | 100.00% | 86.2 | 54.55% | +54.55% | +3.78% | +1.01% | -1.28% | 08:05 | 01:11 | 07:02 | 07:50 | 09:12 | 18:26 | 02:10 | 01:36 |
 | Boots of Speed | 143 | 100.00% | 84.6 | 54.55% | +54.55% | +6.56% | +6.56% | 0.00% | 04:21 | -01:29 | 03:31 | 04:15 | 05:02 | 10:29 | 01:31 | 01:07 |
 | Mekansm | 133 | 93.01% | 83.1 | 54.89% | +4.89% | -0.34% | +11.78% | 4.02% | 13:43 | 08:26 | 11:33 | 12:44 | 14:34 | 27:44 | 03:01 | 02:14 |
 | Chainmail | 133 | 93.01% | 81.5 | 54.89% | +4.89% | +5.72% | +11.78% | 1.44% | 12:31 | 05:36 | 10:01 | 11:31 | 14:14 | 27:43 | 04:13 | 03:07 |
 | Headdress | 139 | 97.20% | 80.0 | 53.96% | -21.04% | +11.75% | +0.33% | -4.05% | 11:12 | 04:44 | 09:38 | 11:08 | 12:27 | 21:56 | 02:49 | 02:05 |
 | Aghanim's Scepter | 26 | 18.18% | 78.5 | 65.38% | +13.24% | -8.24% | -32.05% | -2.45% | 30:57 | 15:40 | 26:04 | 28:41 | 35:48 | 49:27 | 09:44 | 07:12 |
 | Blight Stone | 21 | 14.69% | 76.9 | 66.67% | +14.21% | -6.67% | -6.67% | 0.00% | 05:46 | -01:29 | 02:06 | 03:06 | 04:15 | 55:32 | 02:09 | 01:35 |
 | Magic Wand | 63 | 44.06% | 75.4 | 53.97% | -1.03% | +21.03% | -22.72% | -6.47% | 06:05 | -01:29 | 02:35 | 06:31 | 09:21 | 20:59 | 06:46 | 05:00 |
 | Orb of Corrosion | 18 | 12.59% | 73.8 | 66.67% | +13.87% | +13.33% | -16.67% | -21.43% | 05:03 | 03:01 | 04:05 | 04:45 | 05:29 | 10:51 | 01:24 | 01:02 |
 | Scythe of Vyse | 41 | 28.67% | 72.3 | 56.10% | +2.18% | -26.10% | +3.90% | 4.12% | 33:39 | 20:55 | 29:37 | 33:05 | 36:54 | 57:04 | 07:17 | 05:23 |
 | Orb of Venom | 35 | 24.48% | 70.8 | 57.14% | +3.44% | -1.58% | +9.53% | 8.89% | 02:29 | 01:00 | 01:51 | 02:11 | 03:06 | 04:38 | 01:15 | 00:55 |
 | Assault Cuirass | 9 | 6.29% | 69.2 | 77.78% | +24.79% | +22.22% | +22.22% | 0.00% | 33:05 | 23:18 | 25:00 | 32:59 | 37:18 | 45:12 | 12:18 | 09:06 |
 | Heaven's Halberd | 9 | 6.29% | 67.7 | 77.78% | +24.79% | -27.78% | -27.78% | 0.00% | 27:16 | 20:01 | 21:40 | 27:17 | 31:14 | 32:16 | 09:34 | 07:05 |
 | Quelling Blade | 89 | 62.24% | 66.2 | 49.44% | -13.52% | -8.53% | -3.99% | 4.54% | -01:08 | -01:30 | -01:29 | -01:29 | -01:28 | 01:34 | 00:01 | 00:00 |
 | Fluffy Hat | 21 | 14.69% | 64.6 | 61.90% | +8.62% | -1.90% | -21.90% | -9.38% | 05:29 | 01:58 | 02:44 | 03:48 | 04:52 | 20:38 | 02:08 | 01:34 |
 | Wind Lace | 32 | 22.38% | 63.1 | 56.25% | +2.20% | -6.25% | +18.75% | 7.65% | 05:46 | 00:14 | 01:57 | 03:42 | 05:13 | 32:48 | 03:16 | 02:25 |
 | Magic Stick | 66 | 46.15% | 61.5 | 50.00% | -8.44% | +20.59% | 0.00% | -9.65% | 02:32 | -01:30 | -01:10 | 01:55 | 03:18 | 20:30 | 04:28 | 03:18 |
 | Sange | 12 | 8.39% | 60.0 | 66.67% | +13.23% | 0.00% | 0.00% | 0.00% | 25:42 | 16:55 | 19:34 | 24:35 | 29:56 | 36:18 | 10:22 | 07:40 |
 | Lotus Orb | 23 | 16.08% | 58.5 | 52.17% | -2.83% | -2.17% | -18.84% | -1.51% | 31:07 | 18:40 | 24:51 | 29:37 | 35:54 | 48:50 | 11:03 | 08:11 |
 | Aeon Disk | 9 | 6.29% | 56.9 | 66.67% | +12.94% | +33.33% | -16.67% | 0.00% | 41:24 | 28:28 | 33:19 | 41:01 | 48:28 | 50:48 | 15:09 | 11:13 |
 | Crown | 3 | 2.10% | 55.4 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 27:33 | 23:02 | 23:02 | 26:49 | 32:48 | 32:48 | 09:46 | 07:14 |
 | Mage Slayer | 5 | 3.50% | 53.8 | 80.00% | +26.38% | +20.00% | +20.00% | 0.00% | 29:51 | 24:02 | 24:02 | 27:28 | 32:35 | 37:55 | 08:33 | 06:20 |
 | Orchid Malevolence | 5 | 3.50% | 52.3 | 80.00% | +26.38% | +20.00% | +20.00% | 0.00% | 20:00 | 15:36 | 15:36 | 16:48 | 17:18 | 34:02 | 01:42 | 01:15 |
 | Black King Bar | 15 | 10.49% | 50.8 | 53.33% | -1.36% | +21.67% | +21.67% | 0.00% | 34:12 | 21:43 | 24:09 | 31:52 | 41:35 | 1:02:17 | 17:26 | 12:54 |
 | Wraith Pact | 10 | 6.99% | 49.2 | 60.00% | +5.86% | +6.67% | -10.00% | -1.81% | 28:47 | 20:21 | 23:25 | 29:22 | 32:37 | 40:21 | 09:12 | 06:48 |
 | Ring of Basilius | 13 | 9.09% | 47.7 | 53.85% | -0.77% | +12.82% | -20.52% | -3.17% | 23:46 | 15:24 | 16:48 | 21:37 | 27:20 | 35:56 | 10:32 | 07:48 |
 | Morbid Mask | 13 | 9.09% | 46.2 | 53.85% | -0.77% | +12.82% | -20.52% | -4.12% | 24:48 | 16:59 | 19:15 | 25:19 | 27:21 | 35:57 | 08:06 | 06:00 |
 | Aether Lens | 11 | 7.69% | 44.6 | 54.55% | 0.00% | +12.12% | -21.22% | -4.21% | 37:56 | 21:35 | 31:00 | 37:12 | 38:55 | 57:39 | 07:55 | 05:51 |
 | Vladmir's Offering | 14 | 9.79% | 43.1 | 50.00% | -5.04% | +25.00% | -16.67% | -6.08% | 25:32 | 18:20 | 20:53 | 25:32 | 27:44 | 35:57 | 06:51 | 05:04 |
 | Aghanim's Shard | 7 | 4.90% | 41.5 | 57.14% | +2.73% | -7.14% | -7.14% | 0.00% | 30:50 | 20:20 | 25:02 | 32:27 | 32:33 | 39:25 | 07:31 | 05:34 |
 | Bloodthorn | 2 | 1.40% | 40.0 | 100.00% | +46.10% | 0.00% | 0.00% | 0.00% | 32:56 | 27:36 | 27:36 | 38:16 | 38:16 | 38:16 | 10:40 | 07:54 |
 | Medallion of Courage | 2 | 1.40% | 38.5 | 100.00% | +46.10% | 0.00% | 0.00% | 0.00% | 28:55 | 25:02 | 25:02 | 32:47 | 32:47 | 32:47 | 07:45 | 05:44 |
 | Solar Crest | 2 | 1.40% | 36.9 | 100.00% | +46.10% | 0.00% | 0.00% | 0.00% | 30:51 | 28:54 | 28:54 | 32:48 | 32:48 | 32:48 | 03:54 | 02:53 |
 | Octarine Core | 9 | 6.29% | 35.4 | 44.44% | -10.78% | +5.56% | -44.44% | 0.00% | 43:01 | 24:21 | 41:17 | 41:53 | 45:00 | 57:39 | 03:43 | 02:45 |
 | Falcon Blade | 1 | 0.70% | 33.8 | 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 | 0.70% | 32.3 | 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 |
 | Radiance | 1 | 0.70% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.70% | 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 | 0.70% | 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 |
 | Shiva's Guard | 1 | 0.70% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.70% | 24.6 | 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 | 0.70% | 23.1 | 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 |
 | Skull Basher | 2 | 1.40% | 21.5 | 50.00% | -4.61% | -50.00% | 0.00% | 0.00% | 43:25 | 37:49 | 37:49 | 49:01 | 49:01 | 49:01 | 11:12 | 08:17 |
 | Crimson Guard | 2 | 1.40% | 20.0 | 50.00% | -4.61% | -50.00% | 0.00% | 0.00% | 26:46 | 24:31 | 24:31 | 29:00 | 29:00 | 29:00 | 04:29 | 03:19 |
 | Linken's Sphere | 2 | 1.40% | 18.5 | 50.00% | -4.61% | +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 | 1.40% | 16.9 | 50.00% | -4.61% | +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 |
 | Force Staff | 3 | 2.10% | 15.4 | 33.33% | -21.67% | -33.33% | 0.00% | 0.00% | 26:09 | 23:30 | 23:30 | 25:29 | 29:27 | 29:27 | 05:57 | 04:24 |
 | Helm of Iron Will | 6 | 4.20% | 13.8 | 16.67% | -39.53% | +33.33% | -16.67% | 0.00% | 37:53 | 23:13 | 27:37 | 33:27 | 46:11 | 53:09 | 18:34 | 13:45 |
 | Boots of Travel | 1 | 0.70% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:52 | 48:52 | 48:52 | 48:52 | 48:52 | 48:52 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.70% | 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 |
 | Kaya | 1 | 0.70% | 9.2 | 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 |
 | Urn of Shadows | 1 | 0.70% | 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 | 0.70% | 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 | 1.40% | 4.6 | 0.00% | -55.32% | 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 | 0.70% | 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 |
 | Nullifier | 3 | 2.10% | 1.5 | 0.00% | -55.71% | 0.00% | 0.00% | 0.00% | 44:10 | 34:13 | 34:13 | 43:56 | 54:22 | 54:22 | 20:09 | 14:55 |