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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 | |
 | Skull Basher | 27 | 7.12% | 100.0 | 85.19% | +31.78% | +0.52% | +0.52% | 0.00% | 34:23 | 25:23 | 29:12 | 32:35 | 35:05 | 55:12 | 05:53 | 04:21 |
 | Vanguard | 22 | 5.80% | 98.7 | 86.36% | +32.58% | -3.03% | -6.36% | 0.00% | 36:25 | 19:50 | 31:51 | 35:05 | 39:22 | 55:27 | 07:31 | 05:34 |
 | Abyssal Blade | 22 | 5.80% | 97.3 | 86.36% | +32.58% | -3.03% | -6.36% | 0.00% | 38:10 | 29:11 | 33:52 | 35:24 | 39:29 | 55:27 | 05:37 | 04:09 |
 | Butterfly | 186 | 49.08% | 96.0 | 62.90% | +14.20% | +9.44% | -6.38% | -2.77% | 30:10 | 18:42 | 26:31 | 28:51 | 32:14 | 50:22 | 05:43 | 04:14 |
 | Heart of Tarrasque | 352 | 92.88% | 94.7 | 57.95% | +32.02% | +9.10% | -14.77% | -6.60% | 23:50 | 17:54 | 21:42 | 23:27 | 25:19 | 53:58 | 03:37 | 02:40 |
 | Boots of Travel 2 | 32 | 8.44% | 93.3 | 71.88% | +17.70% | -9.38% | +3.12% | 1.14% | 48:18 | 38:29 | 43:00 | 46:47 | 53:59 | 60:23 | 10:59 | 08:08 |
 | Wraith Band | 305 | 80.47% | 92.0 | 57.38% | +8.73% | +8.41% | -0.80% | -9.21% | 02:14 | -01:29 | 01:38 | 02:05 | 02:30 | 17:59 | 00:52 | 00:38 |
 | Power Treads | 371 | 97.89% | 90.7 | 56.06% | +18.56% | +4.16% | -8.75% | -9.45% | 06:40 | 04:18 | 05:49 | 06:28 | 07:11 | 53:58 | 01:22 | 01:00 |
 | Scythe of Vyse | 92 | 24.27% | 89.3 | 61.96% | +8.30% | -1.09% | -5.44% | -0.56% | 37:25 | 27:18 | 32:37 | 36:19 | 40:25 | 57:59 | 07:48 | 05:46 |
 | Manta Style | 370 | 97.63% | 88.0 | 55.95% | +11.51% | +11.79% | -11.38% | -12.87% | 15:21 | 11:47 | 14:02 | 14:51 | 15:50 | 53:58 | 01:48 | 01:20 |
 | Yasha | 370 | 97.63% | 86.7 | 55.95% | +11.51% | +7.49% | -11.38% | -11.55% | 11:08 | 08:09 | 10:18 | 11:04 | 11:56 | 16:43 | 01:38 | 01:12 |
 | Boots of Speed | 379 | 100.00% | 85.3 | 55.67% | +55.67% | +3.28% | -12.51% | -8.38% | 04:23 | -01:29 | 03:30 | 04:28 | 05:23 | 59:26 | 01:53 | 01:23 |
 | Quelling Blade | 360 | 94.99% | 84.0 | 55.56% | -2.33% | -4.45% | +5.55% | 0.00% | -01:19 | -01:30 | -01:29 | -01:29 | -01:29 | 37:22 | 00:00 | 00:00 |
 | Aghanim's Shard | 146 | 38.52% | 82.7 | 58.90% | +5.25% | +0.56% | +2.21% | 0.15% | 34:59 | 22:18 | 28:23 | 33:40 | 39:34 | 1:07:32 | 11:11 | 08:17 |
 | Void Stone | 201 | 53.03% | 81.3 | 57.21% | +3.28% | +6.79% | -5.21% | -0.91% | 23:39 | 06:32 | 16:27 | 19:29 | 29:41 | 1:04:56 | 13:14 | 09:48 |
 | Orchid Malevolence | 290 | 76.52% | 80.0 | 55.86% | +0.80% | +15.37% | -4.47% | -3.84% | 21:37 | 13:54 | 18:03 | 19:26 | 23:13 | 1:01:04 | 05:10 | 03:49 |
 | Cornucopia | 154 | 40.63% | 78.7 | 57.79% | +3.57% | +14.00% | -5.16% | -2.29% | 20:52 | 11:15 | 15:34 | 17:17 | 23:57 | 1:02:40 | 08:23 | 06:12 |
 | Moon Shard | 35 | 9.23% | 77.3 | 68.57% | +14.21% | +9.21% | -13.01% | -2.36% | 53:15 | 43:55 | 47:41 | 53:57 | 57:05 | 1:11:49 | 09:24 | 06:57 |
 | Ring of Health | 37 | 9.76% | 76.0 | 67.57% | +13.18% | -12.01% | -34.24% | -1.70% | 36:02 | 02:25 | 28:39 | 34:25 | 41:43 | 1:04:14 | 13:04 | 09:40 |
 | Linken's Sphere | 32 | 8.44% | 74.7 | 68.75% | +14.28% | -6.25% | -6.25% | 0.00% | 33:22 | 23:19 | 27:29 | 30:27 | 35:00 | 1:05:15 | 07:31 | 05:34 |
 | Bloodthorn | 213 | 56.20% | 73.3 | 55.40% | -0.62% | +20.07% | -13.89% | -4.13% | 33:08 | 21:34 | 28:19 | 32:03 | 36:32 | 1:01:04 | 08:13 | 06:05 |
 | Magic Stick | 169 | 44.59% | 72.0 | 55.03% | -1.16% | +4.49% | -7.41% | -11.90% | -00:21 | -01:30 | -01:29 | -01:29 | -01:15 | 17:58 | 00:14 | 00:10 |
 | Wind Lace | 107 | 28.23% | 70.7 | 57.01% | +1.86% | +13.36% | -1.45% | -3.00% | 09:48 | 01:53 | 06:41 | 09:24 | 11:37 | 35:31 | 04:56 | 03:39 |
 | Mage Slayer | 228 | 60.16% | 69.3 | 53.07% | -6.53% | +10.09% | -10.96% | -2.16% | 30:25 | 14:12 | 25:43 | 29:48 | 35:29 | 60:51 | 09:46 | 07:14 |
 | Aghanim's Scepter | 52 | 13.72% | 68.0 | 61.54% | +6.80% | -7.69% | -7.69% | 0.00% | 42:30 | 24:38 | 33:42 | 40:45 | 49:55 | 1:19:40 | 16:13 | 12:00 |
 | Aghanim's Blessing | 37 | 9.76% | 66.7 | 62.16% | +7.19% | +15.62% | +4.51% | -1.17% | 49:21 | 36:30 | 42:48 | 47:57 | 52:16 | 1:19:40 | 09:28 | 07:00 |
 | Black King Bar | 119 | 31.40% | 65.3 | 52.94% | -3.98% | +3.73% | -2.94% | -0.99% | 35:19 | 24:16 | 30:55 | 33:54 | 37:40 | 1:12:44 | 06:45 | 05:00 |
 | Magic Wand | 97 | 25.59% | 64.0 | 53.61% | -2.77% | +4.72% | +0.56% | -0.82% | 04:58 | -01:29 | 01:47 | 04:02 | 06:50 | 35:31 | 05:03 | 03:44 |
 | Swift Blink | 24 | 6.33% | 62.7 | 66.67% | +11.74% | 0.00% | -16.67% | -1.46% | 46:39 | 34:51 | 38:52 | 46:40 | 50:16 | 1:08:23 | 11:24 | 08:26 |
 | Eye of Skadi | 81 | 21.37% | 61.3 | 53.09% | -3.29% | +21.91% | -28.09% | -7.87% | 31:58 | 19:14 | 28:40 | 30:59 | 35:01 | 53:37 | 06:21 | 04:42 |
 | Ring of Basilius | 53 | 13.98% | 60.0 | 54.72% | -1.11% | -0.87% | -0.87% | 0.00% | 08:46 | 02:51 | 06:16 | 07:13 | 08:11 | 57:23 | 01:55 | 01:25 |
 | Blink Dagger | 32 | 8.44% | 58.7 | 59.38% | +4.05% | +15.62% | +3.12% | -1.09% | 42:40 | 30:03 | 35:23 | 40:55 | 46:54 | 1:08:12 | 11:31 | 08:31 |
 | Ring of Protection | 12 | 3.17% | 57.3 | 75.00% | +19.96% | +25.00% | -8.33% | 0.00% | 32:09 | 07:35 | 17:56 | 30:17 | 36:16 | 57:23 | 18:20 | 13:34 |
 | Diffusal Blade | 26 | 6.86% | 56.0 | 61.54% | +6.30% | -18.68% | -11.54% | 1.19% | 21:16 | 15:27 | 17:09 | 18:17 | 23:08 | 44:33 | 05:59 | 04:25 |
 | Silver Edge | 25 | 6.60% | 54.7 | 60.00% | +4.63% | +23.33% | +6.67% | -1.60% | 41:35 | 27:25 | 34:34 | 39:58 | 44:59 | 1:02:00 | 10:25 | 07:42 |
 | Shadow Blade | 25 | 6.60% | 53.3 | 60.00% | +4.63% | +6.67% | +6.67% | 0.00% | 39:27 | 24:00 | 33:57 | 37:26 | 44:55 | 1:01:59 | 10:58 | 08:07 |
 | Boots of Travel | 7 | 1.85% | 52.0 | 85.71% | +30.60% | +14.29% | -35.71% | 0.00% | 37:06 | 22:46 | 35:14 | 35:59 | 39:19 | 49:09 | 04:05 | 03:01 |
 | Crystalys | 23 | 6.07% | 50.7 | 60.87% | +5.53% | +22.46% | +5.80% | -1.95% | 40:25 | 26:58 | 34:17 | 38:17 | 42:50 | 1:01:59 | 08:33 | 06:20 |
 | Buckler | 11 | 2.90% | 49.3 | 72.73% | +17.57% | -6.06% | -6.06% | 0.00% | 34:23 | 17:18 | 21:46 | 30:41 | 36:16 | 57:23 | 14:30 | 10:44 |
 | Nullifier | 38 | 10.03% | 48.0 | 52.63% | -3.38% | -2.63% | -8.19% | -0.49% | 37:31 | 24:25 | 31:00 | 33:44 | 42:25 | 1:05:32 | 11:25 | 08:27 |
 | Helm of Iron Will | 38 | 10.03% | 46.7 | 50.00% | -6.30% | +10.00% | -5.56% | -1.76% | 35:40 | 23:36 | 29:27 | 32:26 | 38:16 | 1:05:17 | 08:49 | 06:31 |
 | Radiance | 10 | 2.64% | 45.3 | 70.00% | +14.72% | +30.00% | -20.00% | 0.00% | 21:29 | 16:13 | 19:02 | 19:22 | 21:53 | 35:40 | 02:51 | 02:06 |
 | Assault Cuirass | 6 | 1.58% | 44.0 | 83.33% | +28.10% | +16.67% | +16.67% | 0.00% | 38:43 | 30:06 | 31:02 | 31:59 | 51:06 | 52:42 | 20:04 | 14:51 |
 | Hand of Midas | 17 | 4.49% | 42.7 | 58.82% | +3.30% | +16.18% | +16.18% | 0.00% | 19:29 | 08:39 | 09:57 | 10:47 | 12:26 | 60:34 | 02:29 | 01:50 |
 | Disperser | 12 | 3.17% | 41.3 | 58.33% | +2.74% | +8.34% | -25.00% | 0.00% | 39:19 | 34:38 | 35:19 | 36:54 | 43:04 | 45:46 | 07:45 | 05:44 |
 | Refresher Orb | 13 | 3.43% | 40.0 | 46.15% | -9.86% | -12.82% | +20.52% | 0.00% | 56:49 | 41:36 | 49:35 | 56:42 | 1:02:41 | 1:10:27 | 13:06 | 09:42 |
 | Javelin | 2 | 0.53% | 38.7 | 100.00% | +44.56% | 0.00% | 0.00% | 0.00% | 38:21 | 36:46 | 36:46 | 39:55 | 39:55 | 39:55 | 03:09 | 02:20 |
 | Monkey King Bar | 2 | 0.53% | 37.3 | 100.00% | +44.56% | 0.00% | 0.00% | 0.00% | 39:08 | 37:35 | 37:35 | 40:40 | 40:40 | 40:40 | 03:05 | 02:17 |
 | Guardian Greaves | 3 | 0.79% | 36.0 | 66.67% | +11.08% | +33.33% | 0.00% | 0.00% | 24:34 | 21:24 | 21:24 | 23:16 | 29:02 | 29:02 | 07:38 | 05:39 |
 | Arcane Boots | 7 | 1.85% | 34.7 | 42.86% | -13.05% | +57.14% | -42.86% | 0.00% | 12:58 | 09:25 | 09:29 | 11:27 | 12:19 | 21:03 | 02:50 | 02:05 |
 | Mekansm | 4 | 1.06% | 33.3 | 50.00% | -5.73% | +50.00% | -50.00% | 0.00% | 17:30 | 14:13 | 14:13 | 15:46 | 17:19 | 22:40 | 03:06 | 02:17 |
 | Chainmail | 4 | 1.06% | 32.0 | 50.00% | -5.73% | +50.00% | -50.00% | 0.00% | 14:48 | 12:33 | 12:33 | 13:27 | 13:58 | 19:14 | 01:25 | 01:02 |
 | Desolator | 1 | 0.26% | 30.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.26% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:46 | 19:46 | 19:46 | 19:46 | 19:46 | 19:46 | 00:00 | 00:00 |
 | Headdress | 6 | 1.58% | 28.0 | 33.33% | -22.70% | +16.67% | -33.33% | 0.00% | 13:30 | 10:04 | 11:13 | 11:41 | 16:28 | 18:08 | 05:15 | 03:53 |
 | Aeon Disk | 2 | 0.53% | 26.7 | 50.00% | -5.70% | -50.00% | 0.00% | 0.00% | 52:48 | 49:49 | 49:49 | 55:46 | 55:46 | 55:46 | 05:57 | 04:24 |
 | Orb of Venom | 6 | 1.58% | 25.3 | 16.67% | -39.63% | +33.33% | -16.67% | 0.00% | -01:20 | -01:29 | -01:29 | -01:29 | -01:01 | -01:00 | 00:28 | 00:20 |
 | Blade Mail | 1 | 0.26% | 24.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.26% | 22.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:01 | 48:01 | 48:01 | 48:01 | 48:01 | 48:01 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.26% | 21.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 0.53% | 20.0 | 0.00% | -55.97% | 0.00% | 0.00% | 0.00% | 51:29 | 49:56 | 49:56 | 53:01 | 53:01 | 53:01 | 03:05 | 02:17 |
 | Fluffy Hat | 1 | 0.26% | 18.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.26% | 17.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 00:00 | 00:00 |
 | Crown | 1 | 0.26% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.26% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.26% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.26% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.26% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.26% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.26% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.26% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.26% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:39 | 06:39 | 06:39 | 06:39 | 06:39 | 06:39 | 00:00 | 00:00 |
 | Bracer | 2 | 0.53% | 4.0 | 0.00% | -55.97% | 0.00% | 0.00% | 0.00% | 02:31 | 02:02 | 02:02 | 02:59 | 02:59 | 02:59 | 00:57 | 00:42 |
 | Drum of Endurance | 2 | 0.53% | 2.7 | 0.00% | -55.97% | 0.00% | 0.00% | 0.00% | 17:52 | 14:46 | 14:46 | 20:57 | 20:57 | 20:57 | 06:11 | 04:34 |
 | Tranquil Boots | 1 | 0.26% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:01 | 48:01 | 48:01 | 48:01 | 48:01 | 48:01 | 00:00 | 00:00 |