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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 | |
 | Aghanim's Scepter | 52 | 66.67% | 100.0 | 73.08% | +42.31% | +19.23% | -19.23% | -5.02% | 32:31 | 20:54 | 27:24 | 30:40 | 35:04 | 1:04:44 | 07:40 | 05:40 |
 | Falcon Blade | 6 | 7.69% | 98.4 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 05:53 | 04:14 | 04:52 | 05:05 | 07:56 | 08:01 | 03:04 | 02:16 |
 | Yasha | 24 | 30.77% | 96.7 | 75.00% | +23.15% | +8.33% | -8.33% | -3.32% | 33:56 | 24:57 | 30:27 | 32:39 | 35:28 | 44:48 | 05:01 | 03:42 |
 | Assault Cuirass | 9 | 11.54% | 95.1 | 88.89% | +33.82% | +11.11% | -38.89% | -4.67% | 36:58 | 26:47 | 28:47 | 37:24 | 39:30 | 54:27 | 10:43 | 07:56 |
 | Manta Style | 20 | 25.64% | 93.4 | 75.00% | +21.55% | +5.00% | -15.00% | -2.07% | 38:08 | 31:09 | 33:18 | 35:19 | 42:58 | 55:25 | 09:40 | 07:09 |
 | Power Treads | 67 | 85.90% | 91.8 | 61.19% | +15.74% | +9.40% | +15.28% | 3.53% | 06:55 | 03:20 | 05:55 | 06:36 | 07:35 | 16:11 | 01:40 | 01:14 |
 | Buckler | 11 | 14.10% | 90.2 | 81.82% | +26.60% | +18.18% | -15.15% | -3.24% | 36:40 | 25:13 | 27:52 | 36:15 | 38:10 | 52:23 | 10:18 | 07:37 |
 | Black King Bar | 68 | 87.18% | 88.5 | 60.29% | +10.29% | +33.83% | -30.88% | -14.49% | 23:08 | 16:33 | 20:37 | 22:09 | 25:05 | 49:06 | 04:28 | 03:18 |
 | Boots of Speed | 78 | 100.00% | 86.9 | 58.97% | +58.97% | +6.03% | -16.86% | -12.15% | 04:58 | 01:33 | 03:55 | 04:54 | 05:48 | 08:49 | 01:53 | 01:23 |
 | Magic Wand | 63 | 80.77% | 85.2 | 60.32% | +6.99% | +2.18% | -4.07% | -1.63% | 06:40 | -01:29 | 04:25 | 06:35 | 08:15 | 23:02 | 03:50 | 02:50 |
 | Quelling Blade | 73 | 93.59% | 83.6 | 58.90% | -1.10% | -3.34% | +18.88% | 0.00% | -01:05 | -01:30 | -01:29 | -01:29 | -01:29 | 16:27 | 00:00 | 00:00 |
 | Blink Dagger | 77 | 98.72% | 82.0 | 58.44% | -41.56% | +20.51% | -16.33% | -16.87% | 12:48 | 08:30 | 11:20 | 12:40 | 13:31 | 22:17 | 02:11 | 01:37 |
 | Ring of Protection | 22 | 28.21% | 80.3 | 68.18% | +12.82% | -18.18% | +11.82% | 1.12% | 19:48 | -01:29 | 06:43 | 09:11 | 33:35 | 49:03 | 26:52 | 19:54 |
 | Magic Stick | 67 | 85.90% | 78.7 | 56.72% | -16.01% | -21.43% | +7.99% | 5.66% | 02:53 | -01:30 | 00:13 | 01:40 | 05:25 | 18:44 | 05:12 | 03:51 |
 | Overwhelming Blink | 4 | 5.13% | 77.0 | 100.00% | +43.24% | 0.00% | 0.00% | 0.00% | 51:16 | 48:19 | 48:19 | 50:12 | 53:14 | 53:17 | 04:55 | 03:38 |
 | Fluffy Hat | 11 | 14.10% | 75.4 | 72.73% | +16.01% | +27.27% | -72.73% | -15.96% | 11:48 | 03:03 | 04:05 | 07:58 | 10:21 | 36:22 | 06:16 | 04:38 |
 | Bracer | 46 | 58.97% | 73.8 | 50.00% | -21.88% | +8.33% | -4.55% | -12.88% | 02:00 | 00:41 | 01:28 | 01:46 | 02:25 | 05:29 | 00:57 | 00:42 |
 | Octarine Core | 10 | 12.82% | 72.1 | 70.00% | +12.65% | -3.33% | -20.00% | -3.13% | 40:49 | 34:08 | 37:12 | 38:37 | 42:32 | 50:00 | 05:20 | 03:57 |
 | Void Stone | 21 | 26.92% | 70.5 | 57.14% | -2.51% | +2.86% | +42.86% | 1.27% | 20:37 | 05:14 | 06:42 | 10:37 | 38:12 | 48:30 | 31:30 | 23:20 |
 | Aghanim's Shard | 38 | 48.72% | 68.9 | 50.00% | -17.50% | 0.00% | +5.56% | 0.84% | 19:43 | 15:04 | 16:29 | 17:49 | 23:06 | 37:34 | 06:37 | 04:54 |
 | Soul Ring | 11 | 14.10% | 67.2 | 63.64% | +5.43% | +3.03% | -30.31% | -11.24% | 08:58 | 02:18 | 05:49 | 07:28 | 08:47 | 30:02 | 02:58 | 02:11 |
 | Morbid Mask | 3 | 3.85% | 65.6 | 100.00% | +42.67% | 0.00% | 0.00% | 0.00% | 45:50 | 39:34 | 39:34 | 48:51 | 49:04 | 49:04 | 09:30 | 07:02 |
 | Boots of Travel 2 | 3 | 3.85% | 63.9 | 100.00% | +42.67% | 0.00% | 0.00% | 0.00% | 58:48 | 43:51 | 43:51 | 50:49 | 1:21:44 | 1:21:44 | 37:53 | 28:03 |
 | Javelin | 3 | 3.85% | 62.3 | 100.00% | +42.67% | 0.00% | 0.00% | 0.00% | 37:58 | 22:24 | 22:24 | 32:13 | 59:18 | 59:18 | 36:54 | 27:20 |
 | Aether Lens | 12 | 15.38% | 60.7 | 58.33% | -0.76% | -25.00% | +41.67% | 7.49% | 35:19 | 28:58 | 30:08 | 31:54 | 39:02 | 48:46 | 08:54 | 06:35 |
 | Sange | 8 | 10.26% | 59.0 | 62.50% | +3.93% | +37.50% | -62.50% | -11.39% | 33:39 | 22:45 | 28:59 | 31:18 | 37:46 | 42:10 | 08:47 | 06:30 |
 | Heaven's Halberd | 8 | 10.26% | 57.4 | 62.50% | +3.93% | +37.50% | -62.50% | -14.49% | 35:55 | 29:16 | 30:56 | 32:56 | 37:50 | 44:40 | 06:54 | 05:06 |
 | Wind Lace | 6 | 7.69% | 55.7 | 66.67% | +8.34% | -16.67% | +33.33% | 7.98% | 06:42 | 03:18 | 03:29 | 06:10 | 09:45 | 11:07 | 06:16 | 04:38 |
 | Ring of Health | 13 | 16.67% | 54.1 | 46.15% | -15.39% | -12.82% | +20.52% | 5.59% | 10:27 | 02:22 | 02:55 | 03:45 | 08:53 | 1:13:53 | 05:58 | 04:25 |
 | Monkey King Bar | 2 | 2.56% | 52.5 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 46:20 | 33:03 | 33:03 | 59:37 | 59:37 | 59:37 | 26:34 | 19:40 |
 | Refresher Orb | 2 | 2.56% | 50.8 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 1:09:30 | 1:05:06 | 1:05:06 | 1:13:53 | 1:13:53 | 1:13:53 | 08:47 | 06:30 |
 | Crystalys | 2 | 2.56% | 49.2 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 41:59 | 41:47 | 41:47 | 42:11 | 42:11 | 42:11 | 00:24 | 00:17 |
 | Satanic | 2 | 2.56% | 47.5 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 44:30 | 39:43 | 39:43 | 49:16 | 49:16 | 49:16 | 09:33 | 07:04 |
 | Aghanim's Blessing | 5 | 6.41% | 45.9 | 60.00% | +1.10% | +40.00% | -60.00% | 0.00% | 56:26 | 45:11 | 45:11 | 54:24 | 1:01:50 | 1:08:15 | 16:39 | 12:20 |
 | Crown | 12 | 15.38% | 44.3 | 41.67% | -20.45% | -8.34% | -8.34% | 0.00% | 06:22 | 04:04 | 04:42 | 06:23 | 06:46 | 10:15 | 02:04 | 01:31 |
 | Meteor Hammer | 12 | 15.38% | 42.6 | 41.67% | -20.45% | -8.34% | -8.34% | 0.00% | 08:56 | 07:07 | 07:25 | 07:57 | 10:25 | 12:46 | 03:00 | 02:13 |
 | Orchid Malevolence | 3 | 3.85% | 41.0 | 66.67% | +8.00% | +33.33% | 0.00% | 0.00% | 50:40 | 41:28 | 41:28 | 42:11 | 1:08:20 | 1:08:20 | 26:52 | 19:54 |
 | Boots of Travel | 3 | 3.85% | 39.3 | 66.67% | +8.00% | +33.33% | 0.00% | 0.00% | 49:15 | 38:18 | 38:18 | 54:21 | 55:05 | 55:05 | 16:47 | 12:25 |
 | Hand of Midas | 11 | 14.10% | 37.7 | 36.36% | -26.33% | -3.03% | -3.03% | 0.00% | 13:41 | 09:34 | 10:58 | 11:34 | 15:24 | 19:54 | 04:26 | 03:17 |
 | Arcane Boots | 7 | 8.97% | 36.1 | 42.86% | -17.70% | +7.14% | +7.14% | 0.00% | 24:08 | 08:08 | 18:58 | 27:39 | 28:42 | 29:15 | 09:44 | 07:12 |
 | Silver Edge | 1 | 1.28% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.28% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:25 | 1:08:25 | 1:08:25 | 1:08:25 | 1:08:25 | 1:08:25 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.28% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.28% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:51 | 1:04:51 | 1:04:51 | 1:04:51 | 1:04:51 | 1:04:51 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.28% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.28% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.28% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.28% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.28% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 00:00 | 00:00 |
 | Radiance | 1 | 1.28% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.28% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:03 | 49:03 | 49:03 | 49:03 | 49:03 | 49:03 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.28% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:05 | 49:05 | 49:05 | 49:05 | 49:05 | 49:05 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.28% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 00:00 | 00:00 |
 | Force Staff | 6 | 7.69% | 13.1 | 33.33% | -27.78% | -33.33% | -33.33% | 0.00% | 34:53 | 25:36 | 25:52 | 31:52 | 39:18 | 50:20 | 13:26 | 09:57 |
 | Nullifier | 2 | 2.56% | 11.5 | 50.00% | -9.21% | +50.00% | 0.00% | 0.00% | 53:10 | 46:27 | 46:27 | 59:53 | 59:53 | 59:53 | 13:26 | 09:57 |
 | Moon Shard | 2 | 2.56% | 9.8 | 50.00% | -9.21% | +50.00% | 0.00% | 0.00% | 1:07:32 | 58:32 | 58:32 | 1:16:31 | 1:16:31 | 1:16:31 | 17:59 | 13:19 |
 | Helm of Iron Will | 2 | 2.56% | 8.2 | 50.00% | -9.21% | +50.00% | 0.00% | 0.00% | 51:16 | 43:01 | 43:01 | 59:31 | 59:31 | 59:31 | 16:30 | 12:13 |
 | Cornucopia | 2 | 2.56% | 6.6 | 50.00% | -9.21% | -50.00% | 0.00% | 0.00% | 53:39 | 42:11 | 42:11 | 1:05:06 | 1:05:06 | 1:05:06 | 22:55 | 16:58 |
 | Dragon Lance | 1 | 1.28% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.28% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.28% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 00:00 | 00:00 |