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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 | |
 | Gleipnir | 155 | 16.98% | 100.0 | 74.84% | +31.57% | -0.48% | -5.61% | -0.38% | 40:11 | 18:00 | 32:56 | 41:00 | 46:26 | 1:03:13 | 13:30 | 10:00 |
 | Rod of Atos | 141 | 15.44% | 98.9 | 73.76% | +29.72% | -2.33% | -5.19% | -0.19% | 39:20 | 18:00 | 31:23 | 40:35 | 46:25 | 1:02:42 | 15:02 | 11:08 |
 | Crown | 145 | 15.88% | 97.7 | 72.41% | +28.27% | -0.19% | -8.52% | -0.51% | 37:45 | 05:34 | 29:11 | 39:22 | 45:24 | 1:02:41 | 16:13 | 12:00 |
 | Aeon Disk | 28 | 3.07% | 96.6 | 82.14% | +34.57% | +17.86% | -25.00% | -5.16% | 43:29 | 30:24 | 38:23 | 42:25 | 46:41 | 1:01:11 | 08:18 | 06:08 |
 | Octarine Core | 39 | 4.27% | 95.5 | 76.92% | +29.55% | +13.08% | -16.92% | -2.04% | 38:27 | 20:43 | 28:42 | 39:18 | 43:26 | 1:01:50 | 14:44 | 10:54 |
 | Void Stone | 205 | 22.45% | 94.3 | 64.39% | +20.32% | +4.24% | -5.57% | -0.47% | 32:47 | 07:02 | 21:50 | 32:37 | 42:51 | 1:02:06 | 21:01 | 15:34 |
 | Ring of Health | 127 | 13.91% | 93.2 | 66.14% | +20.34% | +11.99% | -6.76% | -0.98% | 34:45 | 04:05 | 24:40 | 33:59 | 43:46 | 60:13 | 19:06 | 14:08 |
 | Kaya and Sange | 383 | 41.95% | 92.0 | 59.53% | +18.78% | +2.97% | -12.65% | -1.84% | 28:55 | 17:44 | 24:02 | 28:28 | 32:30 | 57:01 | 08:28 | 06:16 |
 | Shiva's Guard | 170 | 18.62% | 90.9 | 62.35% | +16.86% | -1.88% | -14.73% | -1.58% | 36:13 | 20:32 | 32:03 | 35:52 | 40:12 | 56:38 | 08:09 | 06:02 |
 | Aghanim's Scepter | 376 | 41.18% | 89.8 | 59.31% | +18.16% | +10.90% | -3.99% | -2.23% | 33:09 | 19:18 | 29:10 | 32:39 | 35:51 | 1:01:57 | 06:41 | 04:57 |
 | Sange | 391 | 42.83% | 88.6 | 58.57% | +17.38% | +3.67% | -11.63% | -1.91% | 27:22 | 15:42 | 22:47 | 27:10 | 30:47 | 49:45 | 08:00 | 05:55 |
 | Aghanim's Blessing | 37 | 4.05% | 87.5 | 72.97% | +25.37% | +4.81% | -39.64% | -5.21% | 52:23 | 39:07 | 48:15 | 51:35 | 56:47 | 1:06:39 | 08:32 | 06:19 |
 | Aether Lens | 18 | 1.97% | 86.4 | 83.33% | +35.40% | +16.67% | -33.33% | 0.00% | 42:39 | 28:42 | 35:55 | 40:49 | 44:24 | 1:01:50 | 08:29 | 06:17 |
 | Kaya | 418 | 45.78% | 85.2 | 57.42% | +16.21% | +5.44% | -9.34% | -1.84% | 26:21 | 14:27 | 21:58 | 25:27 | 30:01 | 1:05:53 | 08:03 | 05:57 |
 | Linken's Sphere | 160 | 17.52% | 84.1 | 60.00% | +13.78% | +2.50% | -2.50% | -0.57% | 30:16 | 19:04 | 24:30 | 29:32 | 33:12 | 60:02 | 08:42 | 06:26 |
 | Blink Dagger | 51 | 5.59% | 83.0 | 66.67% | +19.11% | +10.25% | -5.13% | -1.87% | 29:38 | 16:47 | 24:24 | 28:02 | 32:37 | 1:02:01 | 08:13 | 06:05 |
 | Aghanim's Shard | 499 | 54.65% | 81.8 | 53.31% | +10.31% | +6.69% | -10.91% | -2.42% | 30:02 | 16:36 | 25:59 | 29:44 | 33:15 | 60:25 | 07:16 | 05:22 |
 | Orb of Corrosion | 687 | 75.25% | 80.7 | 51.67% | +12.29% | +5.89% | -8.07% | -3.88% | 07:17 | 02:54 | 05:08 | 06:22 | 08:44 | 35:43 | 03:36 | 02:40 |
 | Orb of Venom | 692 | 75.79% | 79.5 | 51.45% | +11.63% | +5.20% | -8.68% | -3.86% | 06:26 | 01:20 | 04:21 | 05:31 | 07:57 | 35:43 | 03:36 | 02:40 |
 | Fluffy Hat | 700 | 76.67% | 78.4 | 51.29% | +11.38% | +7.00% | -7.29% | -3.92% | 06:47 | 01:41 | 04:37 | 05:46 | 08:16 | 56:41 | 03:39 | 02:42 |
 | Phase Boots | 801 | 87.73% | 77.3 | 50.06% | +11.67% | +3.94% | -11.56% | -7.50% | 09:11 | 03:59 | 07:57 | 08:57 | 10:01 | 35:11 | 02:04 | 01:31 |
 | Chainmail | 807 | 88.39% | 76.1 | 49.69% | +9.12% | +5.26% | -11.08% | -7.72% | 08:30 | 02:52 | 07:16 | 08:22 | 09:23 | 35:11 | 02:07 | 01:34 |
 | Javelin | 823 | 90.14% | 75.0 | 49.57% | +9.57% | +12.57% | -9.76% | -6.73% | 12:50 | 06:25 | 10:44 | 12:06 | 14:03 | 53:51 | 03:19 | 02:27 |
 | Maelstrom | 819 | 89.70% | 73.9 | 49.57% | +9.14% | +15.80% | -11.52% | -11.15% | 15:56 | 09:53 | 14:15 | 15:30 | 16:42 | 53:51 | 02:27 | 01:48 |
 | Quelling Blade | 898 | 98.36% | 72.7 | 49.11% | +29.11% | +0.22% | 0.00% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 03:44 | 00:00 | 00:00 |
 | Black King Bar | 636 | 69.66% | 71.6 | 49.69% | +3.48% | +11.95% | -12.58% | -5.70% | 24:05 | 15:54 | 21:10 | 22:56 | 25:28 | 1:07:04 | 04:18 | 03:11 |
 | Magic Wand | 859 | 94.09% | 70.5 | 49.01% | +6.42% | +3.08% | -2.03% | -1.18% | 07:21 | -01:29 | 04:56 | 06:43 | 09:16 | 26:06 | 04:20 | 03:12 |
 | Bottle | 881 | 96.50% | 69.3 | 48.92% | +8.29% | +3.35% | -12.10% | -15.45% | 01:59 | 00:15 | 01:22 | 01:34 | 01:49 | 32:10 | 00:27 | 00:20 |
 | Blight Stone | 859 | 94.09% | 68.2 | 48.89% | +4.45% | +6.46% | -10.29% | -11.82% | 03:41 | -01:29 | 02:28 | 02:53 | 03:53 | 35:43 | 01:25 | 01:02 |
 | Magic Stick | 898 | 98.36% | 67.0 | 48.78% | +8.78% | +0.55% | -4.58% | -1.14% | 04:29 | -01:30 | 02:19 | 03:19 | 06:49 | 19:52 | 04:30 | 03:20 |
 | Boots of Speed | 913 | 100.00% | 65.9 | 48.63% | +48.63% | -5.65% | -1.26% | 1.91% | 04:48 | -01:30 | 03:50 | 04:54 | 06:08 | 11:19 | 02:18 | 01:42 |
 | Refresher Orb | 83 | 9.09% | 64.8 | 57.83% | +10.12% | +4.07% | -10.21% | -1.60% | 47:39 | 36:39 | 42:56 | 47:17 | 51:52 | 1:15:11 | 08:56 | 06:37 |
 | Eul's Scepter of Divinity | 38 | 4.16% | 63.6 | 63.16% | +15.16% | +26.84% | -7.60% | -10.65% | 21:54 | 13:14 | 18:26 | 19:54 | 21:40 | 60:31 | 03:14 | 02:23 |
 | Cornucopia | 112 | 12.27% | 62.5 | 51.79% | +3.60% | +1.78% | +1.78% | 0.00% | 31:13 | 10:58 | 23:04 | 28:56 | 39:08 | 59:46 | 16:04 | 11:54 |
 | Desolator | 24 | 2.63% | 61.4 | 66.67% | +18.53% | +16.66% | -33.34% | -4.14% | 31:40 | 13:34 | 24:20 | 31:18 | 36:25 | 46:43 | 12:05 | 08:57 |
 | Wind Lace | 59 | 6.46% | 60.2 | 55.93% | +7.80% | -15.93% | -9.26% | 0.81% | 15:59 | -01:29 | 10:43 | 17:05 | 18:59 | 59:25 | 08:16 | 06:07 |
 | Boots of Travel | 94 | 10.30% | 59.1 | 51.06% | +2.71% | -1.06% | -11.93% | -0.81% | 35:57 | 12:50 | 29:37 | 36:03 | 43:06 | 59:18 | 13:29 | 09:59 |
 | Mage Slayer | 13 | 1.42% | 58.0 | 69.23% | +20.90% | -2.56% | -2.56% | 0.00% | 18:49 | 14:25 | 15:44 | 18:52 | 20:02 | 24:44 | 04:18 | 03:11 |
 | Spirit Vessel | 13 | 1.42% | 56.8 | 69.23% | +20.90% | -2.56% | -35.90% | 0.00% | 14:51 | 12:06 | 12:52 | 14:45 | 16:10 | 19:38 | 03:18 | 02:26 |
 | Overwhelming Blink | 9 | 0.99% | 55.7 | 77.78% | +29.44% | +22.22% | +22.22% | 0.00% | 49:48 | 39:16 | 40:46 | 50:50 | 56:53 | 1:06:15 | 16:07 | 11:56 |
 | Scythe of Vyse | 29 | 3.18% | 54.5 | 55.17% | +6.75% | +16.26% | +1.97% | -1.24% | 44:53 | 31:50 | 39:03 | 43:35 | 50:37 | 1:02:06 | 11:34 | 08:34 |
 | Manta Style | 20 | 2.19% | 53.4 | 60.00% | +11.62% | 0.00% | 0.00% | 0.00% | 26:07 | 17:16 | 20:49 | 23:02 | 27:48 | 50:38 | 06:59 | 05:10 |
 | Boots of Travel 2 | 18 | 1.97% | 52.3 | 61.11% | +12.73% | +18.89% | -11.11% | 0.00% | 56:46 | 42:58 | 50:38 | 56:19 | 1:02:41 | 1:14:56 | 12:03 | 08:55 |
 | Ring of Protection | 16 | 1.75% | 51.1 | 62.50% | +14.12% | -12.50% | -37.50% | 0.00% | 08:08 | -01:29 | 03:17 | 08:23 | 11:20 | 15:46 | 08:03 | 05:57 |
 | Heaven's Halberd | 16 | 1.75% | 50.0 | 62.50% | +14.12% | +37.50% | -12.50% | 0.00% | 28:36 | 20:43 | 22:39 | 25:04 | 33:38 | 45:41 | 10:59 | 08:08 |
 | Urn of Shadows | 14 | 1.53% | 48.9 | 64.29% | +15.90% | +10.71% | -30.96% | 0.00% | 09:51 | 04:47 | 07:05 | 09:36 | 12:12 | 15:46 | 05:07 | 03:47 |
 | Yasha | 21 | 2.30% | 47.7 | 52.38% | +3.84% | +27.62% | -12.38% | -5.33% | 21:36 | 13:24 | 16:42 | 20:29 | 24:12 | 36:01 | 07:30 | 05:33 |
 | Eye of Skadi | 11 | 1.20% | 46.6 | 63.64% | +15.19% | +3.03% | +3.03% | 0.00% | 33:00 | 22:24 | 25:59 | 32:32 | 37:36 | 43:28 | 11:37 | 08:36 |
 | Power Treads | 20 | 2.19% | 45.5 | 50.00% | +1.40% | -30.00% | -30.00% | 0.00% | 08:54 | 06:13 | 07:24 | 09:01 | 09:45 | 15:10 | 02:21 | 01:44 |
 | Ghost Scepter | 7 | 0.77% | 44.3 | 71.43% | +22.98% | +28.57% | -21.43% | 0.00% | 35:04 | 19:09 | 21:25 | 25:40 | 42:42 | 1:05:53 | 21:17 | 15:45 |
 | Ring of Basilius | 3 | 0.33% | 43.2 | 100.00% | +51.54% | 0.00% | 0.00% | 0.00% | 06:58 | 01:18 | 01:18 | 09:27 | 10:10 | 10:10 | 08:52 | 06:34 |
 | Blade Mail | 34 | 3.72% | 42.0 | 41.18% | -7.74% | +36.60% | -41.18% | -42.81% | 14:55 | 11:10 | 13:29 | 14:30 | 15:18 | 32:43 | 01:49 | 01:20 |
 | Radiance | 22 | 2.41% | 40.9 | 45.45% | -3.26% | +4.55% | -5.45% | -1.30% | 27:17 | 18:13 | 22:31 | 25:53 | 30:11 | 44:10 | 07:40 | 05:40 |
 | Helm of Iron Will | 8 | 0.88% | 39.8 | 62.50% | +13.99% | -12.50% | -62.50% | 0.00% | 40:15 | 27:28 | 30:27 | 37:03 | 48:29 | 55:44 | 18:02 | 13:21 |
 | Nullifier | 8 | 0.88% | 38.6 | 62.50% | +13.99% | -12.50% | -12.50% | 0.00% | 41:27 | 29:23 | 30:31 | 38:14 | 49:45 | 58:36 | 19:14 | 14:14 |
 | Daedalus | 17 | 1.86% | 37.5 | 47.06% | -1.60% | +27.94% | +2.94% | 0.00% | 42:52 | 26:09 | 31:01 | 39:12 | 50:16 | 1:07:39 | 19:15 | 14:15 |
 | Ethereal Blade | 6 | 0.66% | 36.4 | 66.67% | +18.16% | +33.33% | -66.67% | 0.00% | 38:11 | 22:06 | 26:05 | 26:32 | 45:44 | 1:05:54 | 19:39 | 14:33 |
 | Wind Waker | 2 | 0.22% | 35.2 | 100.00% | +51.48% | 0.00% | 0.00% | 0.00% | 1:07:36 | 1:01:23 | 1:01:23 | 1:13:49 | 1:13:49 | 1:13:49 | 12:26 | 09:12 |
 | Mask of Madness | 2 | 0.22% | 34.1 | 100.00% | +51.48% | 0.00% | 0.00% | 0.00% | 29:13 | 26:06 | 26:06 | 32:19 | 32:19 | 32:19 | 06:13 | 04:36 |
 | Crystalys | 23 | 2.52% | 33.0 | 34.78% | -14.21% | +31.89% | -18.11% | -2.93% | 38:36 | 21:39 | 29:40 | 36:58 | 46:44 | 1:02:44 | 17:04 | 12:38 |
 | Falcon Blade | 11 | 1.20% | 31.8 | 45.45% | -3.22% | -12.12% | +21.22% | 0.00% | 08:35 | 05:27 | 06:59 | 07:47 | 08:24 | 14:25 | 01:25 | 01:02 |
 | Battle Fury | 9 | 0.99% | 30.7 | 44.44% | -4.23% | +5.56% | +5.56% | 0.00% | 27:54 | 14:45 | 15:24 | 29:32 | 35:43 | 50:56 | 20:19 | 15:02 |
 | Dagon | 6 | 0.66% | 29.5 | 50.00% | +1.38% | +50.00% | -50.00% | 0.00% | 38:00 | 25:10 | 25:17 | 35:46 | 44:35 | 56:46 | 19:18 | 14:17 |
 | Vanguard | 3 | 0.33% | 28.4 | 66.67% | +18.10% | +33.33% | 0.00% | 0.00% | 29:35 | 15:35 | 15:35 | 18:53 | 54:16 | 54:16 | 38:41 | 28:39 |
 | Dagon (level 3) | 4 | 0.44% | 27.3 | 50.00% | +1.38% | +50.00% | -50.00% | 0.00% | 48:05 | 39:45 | 39:45 | 40:10 | 41:55 | 1:10:31 | 02:10 | 01:36 |
 | Dagon (level 2) | 4 | 0.44% | 26.1 | 50.00% | +1.38% | +50.00% | -50.00% | 0.00% | 40:16 | 25:11 | 25:11 | 36:14 | 40:26 | 59:11 | 15:15 | 11:17 |
 | Wraith Band | 22 | 2.41% | 25.0 | 22.73% | -26.54% | +27.27% | -22.73% | -30.00% | 02:55 | -00:29 | 02:03 | 02:54 | 03:43 | 07:11 | 01:40 | 01:14 |
 | Bloodthorn | 1 | 0.11% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.11% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:03 | 11:03 | 11:03 | 11:03 | 11:03 | 11:03 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.11% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.11% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.11% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:35 | 1:04:35 | 1:04:35 | 1:04:35 | 1:04:35 | 1:04:35 | 00:00 | 00:00 |
 | Meteor Hammer | 2 | 0.22% | 18.2 | 50.00% | +1.37% | -50.00% | 0.00% | 0.00% | 08:56 | 08:09 | 08:09 | 09:43 | 09:43 | 09:43 | 01:34 | 01:09 |
 | Tranquil Boots | 2 | 0.22% | 17.0 | 50.00% | +1.37% | -50.00% | 0.00% | 0.00% | 12:03 | 08:36 | 08:36 | 15:29 | 15:29 | 15:29 | 06:53 | 05:05 |
 | Dagon (level 5) | 2 | 0.22% | 15.9 | 50.00% | +1.37% | +50.00% | 0.00% | 0.00% | 56:16 | 41:06 | 41:06 | 1:11:26 | 1:11:26 | 1:11:26 | 30:20 | 22:28 |
 | Dagon (level 4) | 2 | 0.22% | 14.8 | 50.00% | +1.37% | +50.00% | 0.00% | 0.00% | 55:35 | 39:45 | 39:45 | 1:11:25 | 1:11:25 | 1:11:25 | 31:40 | 23:27 |
 | Drum of Endurance | 2 | 0.22% | 13.6 | 50.00% | +1.37% | +50.00% | 0.00% | 0.00% | 20:50 | 14:52 | 14:52 | 26:47 | 26:47 | 26:47 | 11:55 | 08:49 |
 | Mjollnir | 3 | 0.33% | 12.5 | 33.33% | -15.35% | -33.33% | 0.00% | 0.00% | 33:05 | 29:00 | 29:00 | 33:54 | 36:21 | 36:21 | 07:21 | 05:26 |
 | Divine Rapier | 4 | 0.44% | 11.4 | 25.00% | -23.73% | +75.00% | -25.00% | 0.00% | 47:49 | 40:51 | 40:51 | 44:07 | 53:04 | 53:14 | 12:13 | 09:02 |
 | Hand of Midas | 4 | 0.44% | 10.2 | 25.00% | -23.73% | +75.00% | -25.00% | 0.00% | 41:20 | 13:12 | 13:12 | 29:38 | 60:27 | 1:02:01 | 47:15 | 35:00 |
 | Force Staff | 5 | 0.55% | 9.1 | 20.00% | -28.79% | -20.00% | -20.00% | 0.00% | 30:23 | 16:14 | 16:14 | 24:57 | 32:02 | 56:41 | 15:48 | 11:42 |
 | Skull Basher | 1 | 0.11% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.11% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.11% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:11 | 49:11 | 49:11 | 49:11 | 49:11 | 49:11 | 00:00 | 00:00 |
 | Phylactery | 1 | 0.11% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Diadem | 2 | 0.22% | 3.4 | 0.00% | -48.74% | 0.00% | 0.00% | 0.00% | 48:36 | 40:26 | 40:26 | 56:46 | 56:46 | 56:46 | 16:20 | 12:05 |
 | Abyssal Blade | 1 | 0.11% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:31 | 54:31 | 54:31 | 54:31 | 54:31 | 54:31 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.11% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 00:00 | 00:00 |