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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 | |
 | Bloodthorn | 20 | 16.67% | 100.0 | 80.00% | +31.00% | 0.00% | -40.00% | -4.38% | 36:01 | 23:08 | 31:11 | 35:47 | 40:19 | 48:24 | 09:08 | 06:45 |
 | Linken's Sphere | 22 | 18.33% | 98.5 | 77.27% | +28.29% | -10.60% | +2.73% | 1.56% | 31:49 | 21:28 | 26:02 | 29:31 | 34:35 | 56:37 | 08:33 | 06:20 |
 | Void Stone | 22 | 18.33% | 96.9 | 77.27% | +28.29% | +6.06% | -37.27% | -4.13% | 31:53 | 15:32 | 27:51 | 30:48 | 38:20 | 51:04 | 10:29 | 07:45 |
 | Orchid Malevolence | 21 | 17.50% | 95.4 | 76.19% | +26.70% | +3.81% | -56.19% | -5.60% | 36:10 | 23:08 | 30:48 | 36:21 | 41:31 | 48:24 | 10:43 | 07:56 |
 | Eye of Skadi | 33 | 27.50% | 93.8 | 69.70% | +21.42% | +17.80% | -7.20% | -3.56% | 34:07 | 23:13 | 29:24 | 33:32 | 36:25 | 1:06:08 | 07:01 | 05:11 |
 | Ring of Health | 21 | 17.50% | 92.3 | 71.43% | +20.92% | -11.43% | -11.43% | 0.00% | 32:59 | 00:23 | 25:49 | 33:09 | 39:21 | 53:34 | 13:32 | 10:01 |
 | Skull Basher | 28 | 23.33% | 90.8 | 67.86% | +17.86% | +3.57% | -10.72% | -1.40% | 33:50 | 20:51 | 27:26 | 31:46 | 37:37 | 1:07:00 | 10:11 | 07:32 |
 | Aghanim's Scepter | 103 | 85.83% | 89.2 | 57.28% | +21.99% | +11.95% | -18.82% | -6.11% | 20:35 | 14:14 | 17:35 | 19:36 | 22:37 | 39:07 | 05:02 | 03:43 |
 | Echo Sabre | 104 | 86.67% | 87.7 | 55.77% | +12.02% | +17.31% | -13.46% | -9.77% | 13:17 | 08:22 | 11:14 | 12:19 | 14:23 | 23:55 | 03:09 | 02:20 |
 | Mage Slayer | 77 | 64.17% | 86.2 | 57.14% | +8.30% | +16.54% | -4.51% | -4.56% | 22:33 | 17:02 | 19:23 | 21:23 | 24:00 | 43:26 | 04:37 | 03:25 |
 | Boots of Speed | 120 | 100.00% | 84.6 | 54.17% | +54.17% | +15.83% | -14.17% | -11.69% | 03:47 | 00:55 | 02:24 | 03:32 | 04:58 | 09:16 | 02:34 | 01:54 |
 | Power Treads | 116 | 96.67% | 83.1 | 53.45% | -21.55% | +12.07% | -1.73% | -8.63% | 06:50 | 03:12 | 05:45 | 06:27 | 07:21 | 15:44 | 01:36 | 01:11 |
 | Quelling Blade | 116 | 96.67% | 81.5 | 53.45% | -21.55% | +8.62% | +5.17% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:59 | 00:00 | 00:00 |
 | Magic Stick | 114 | 95.00% | 80.0 | 53.51% | -13.16% | -5.23% | -7.08% | -1.85% | 00:35 | -01:30 | -01:29 | -01:29 | 01:26 | 18:21 | 02:55 | 02:09 |
 | Wraith Band | 57 | 47.50% | 78.5 | 57.89% | +7.10% | +13.54% | +13.54% | 0.00% | 03:16 | 00:07 | 01:37 | 02:21 | 03:10 | 24:27 | 01:33 | 01:08 |
 | Magic Wand | 104 | 86.67% | 76.9 | 53.85% | -2.40% | -11.54% | 0.00% | 2.05% | 06:56 | -01:29 | 03:08 | 05:48 | 08:45 | 28:59 | 05:37 | 04:09 |
 | Abyssal Blade | 10 | 8.33% | 75.4 | 80.00% | +28.18% | -13.33% | -30.00% | -1.42% | 42:04 | 31:16 | 34:23 | 37:39 | 46:05 | 1:11:02 | 11:42 | 08:40 |
 | Aghanim's Shard | 92 | 76.67% | 73.8 | 53.26% | -3.88% | +11.96% | -14.13% | -3.73% | 25:43 | 15:02 | 21:45 | 25:32 | 28:45 | 38:15 | 07:00 | 05:11 |
 | Cornucopia | 16 | 13.33% | 72.3 | 68.75% | +16.83% | -18.75% | +6.25% | 2.54% | 32:56 | 23:06 | 27:01 | 32:54 | 36:52 | 41:47 | 09:51 | 07:17 |
 | Black King Bar | 68 | 56.67% | 70.8 | 52.94% | -2.83% | -11.76% | +11.77% | 2.98% | 29:12 | 18:23 | 24:35 | 27:53 | 32:29 | 1:05:13 | 07:54 | 05:51 |
 | Nullifier | 11 | 9.17% | 69.2 | 72.73% | +20.44% | +27.27% | +27.27% | 0.00% | 37:14 | 32:53 | 33:31 | 35:14 | 40:02 | 45:08 | 06:31 | 04:49 |
 | Silver Edge | 6 | 5.00% | 67.7 | 83.33% | +30.70% | +16.67% | +16.67% | 0.00% | 36:09 | 25:47 | 26:48 | 33:08 | 35:00 | 1:01:56 | 08:12 | 06:04 |
 | Diffusal Blade | 56 | 46.67% | 66.2 | 48.21% | -11.17% | +1.79% | -12.50% | -3.83% | 14:49 | 10:43 | 12:37 | 14:52 | 16:21 | 22:08 | 03:44 | 02:45 |
 | Vanguard | 8 | 6.67% | 64.6 | 75.00% | +22.32% | -25.00% | -25.00% | 0.00% | 38:49 | 31:07 | 32:58 | 35:24 | 45:20 | 46:02 | 12:22 | 09:09 |
 | Helm of Iron Will | 10 | 8.33% | 63.1 | 70.00% | +17.27% | +30.00% | +30.00% | 0.00% | 35:39 | 31:57 | 32:25 | 33:45 | 37:11 | 44:49 | 04:46 | 03:31 |
 | Fluffy Hat | 9 | 7.50% | 61.5 | 66.67% | +13.52% | -16.67% | -16.67% | 0.00% | 04:56 | -01:23 | 02:19 | 05:48 | 07:25 | 09:40 | 05:06 | 03:46 |
 | Shadow Blade | 9 | 7.50% | 60.0 | 66.67% | +13.52% | +33.33% | -16.67% | -4.42% | 28:41 | 17:40 | 18:26 | 23:09 | 29:45 | 1:01:54 | 11:19 | 08:22 |
 | Heaven's Halberd | 3 | 2.50% | 58.5 | 100.00% | +47.01% | 0.00% | 0.00% | 0.00% | 22:57 | 17:45 | 17:45 | 22:21 | 28:44 | 28:44 | 10:59 | 08:08 |
 | Crystalys | 5 | 4.17% | 56.9 | 80.00% | +26.96% | +20.00% | +20.00% | 0.00% | 37:50 | 26:24 | 26:24 | 33:48 | 34:24 | 1:01:56 | 08:00 | 05:55 |
 | Sange | 10 | 8.33% | 55.4 | 60.00% | +6.36% | +40.00% | -60.00% | -12.68% | 24:55 | 15:30 | 21:47 | 22:48 | 29:40 | 35:15 | 07:53 | 05:50 |
 | Falcon Blade | 6 | 5.00% | 53.8 | 66.67% | +13.16% | -16.67% | -66.67% | 0.00% | 08:12 | 05:09 | 07:17 | 08:10 | 09:16 | 10:30 | 01:59 | 01:28 |
 | Butterfly | 4 | 3.33% | 52.3 | 75.00% | +21.55% | -75.00% | +25.00% | 0.00% | 38:46 | 34:49 | 34:49 | 37:17 | 39:55 | 43:04 | 05:06 | 03:46 |
 | Hand of Midas | 10 | 8.33% | 50.8 | 50.00% | -4.55% | +16.67% | -50.00% | -25.16% | 13:02 | 08:22 | 12:04 | 12:43 | 14:43 | 18:02 | 02:39 | 01:57 |
 | Blight Stone | 2 | 1.67% | 49.2 | 100.00% | +46.61% | 0.00% | 0.00% | 0.00% | 02:30 | 02:18 | 02:18 | 02:42 | 02:42 | 02:42 | 00:24 | 00:17 |
 | Orb of Corrosion | 2 | 1.67% | 47.7 | 100.00% | +46.61% | 0.00% | 0.00% | 0.00% | 03:12 | 02:47 | 02:47 | 03:37 | 03:37 | 03:37 | 00:50 | 00:37 |
 | Harpoon | 7 | 5.83% | 46.2 | 57.14% | +3.16% | +42.86% | -57.14% | 0.00% | 33:02 | 24:39 | 26:30 | 34:00 | 37:17 | 39:00 | 10:47 | 07:59 |
 | Refresher Orb | 8 | 6.67% | 44.6 | 50.00% | -4.46% | +50.00% | 0.00% | -16.57% | 52:21 | 43:16 | 50:41 | 53:13 | 53:42 | 60:04 | 03:01 | 02:14 |
 | Yasha | 9 | 7.50% | 43.1 | 44.44% | -10.51% | +55.56% | -44.44% | -8.97% | 25:29 | 18:49 | 20:56 | 22:14 | 32:05 | 32:41 | 11:09 | 08:15 |
 | Diadem | 6 | 5.00% | 41.5 | 50.00% | -4.39% | +50.00% | -50.00% | 0.00% | 33:32 | 23:44 | 29:17 | 33:57 | 38:26 | 38:47 | 09:09 | 06:46 |
 | Moon Shard | 6 | 5.00% | 40.0 | 50.00% | -4.39% | 0.00% | +50.00% | 0.00% | 44:06 | 36:17 | 36:40 | 37:18 | 51:50 | 56:19 | 15:10 | 11:14 |
 | Aghanim's Blessing | 3 | 2.50% | 38.5 | 66.67% | +12.82% | +33.33% | 0.00% | 0.00% | 59:07 | 48:42 | 48:42 | 1:01:51 | 1:06:47 | 1:06:47 | 18:05 | 13:23 |
 | Orb of Venom | 11 | 9.17% | 36.9 | 36.36% | -19.60% | -3.03% | +30.31% | 24.10% | 01:15 | -01:29 | 00:56 | 01:39 | 02:19 | 02:50 | 01:23 | 01:01 |
 | Sange and Yasha | 7 | 5.83% | 35.4 | 42.86% | -12.01% | +57.14% | -42.86% | 0.00% | 27:27 | 22:14 | 22:21 | 23:42 | 32:42 | 35:27 | 10:21 | 07:40 |
 | Javelin | 8 | 6.67% | 33.8 | 37.50% | -17.86% | +12.50% | -37.50% | -2.23% | 37:38 | 19:32 | 22:40 | 37:18 | 45:08 | 51:30 | 22:28 | 16:38 |
 | Wind Lace | 4 | 3.33% | 32.3 | 50.00% | -4.31% | +50.00% | -50.00% | 0.00% | 05:56 | -01:29 | -01:29 | -01:28 | 08:18 | 18:21 | 09:47 | 07:14 |
 | Boots of Bearing | 1 | 0.83% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 0.83% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.83% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.83% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.83% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.83% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.83% | 21.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 00:00 | 00:00 |
 | Monkey King Bar | 5 | 4.17% | 20.0 | 40.00% | -14.78% | +60.00% | -40.00% | 0.00% | 42:40 | 36:59 | 36:59 | 39:30 | 45:40 | 52:39 | 08:41 | 06:25 |
 | Chainmail | 2 | 1.67% | 18.5 | 50.00% | -4.24% | +50.00% | 0.00% | 0.00% | 06:33 | 04:08 | 04:08 | 08:58 | 08:58 | 08:58 | 04:50 | 03:34 |
 | Manta Style | 2 | 1.67% | 16.9 | 50.00% | -4.24% | -50.00% | 0.00% | 0.00% | 28:02 | 27:53 | 27:53 | 28:11 | 28:11 | 28:11 | 00:18 | 00:13 |
 | Mjollnir | 2 | 1.67% | 15.4 | 50.00% | -4.24% | +50.00% | 0.00% | 0.00% | 29:36 | 27:16 | 27:16 | 31:56 | 31:56 | 31:56 | 04:40 | 03:27 |
 | Maelstrom | 2 | 1.67% | 13.8 | 50.00% | -4.24% | +50.00% | 0.00% | 0.00% | 21:31 | 20:10 | 20:10 | 22:52 | 22:52 | 22:52 | 02:42 | 02:00 |
 | Phase Boots | 2 | 1.67% | 12.3 | 50.00% | -4.24% | +50.00% | 0.00% | 0.00% | 06:55 | 04:29 | 04:29 | 09:21 | 09:21 | 09:21 | 04:52 | 03:36 |
 | Bottle | 2 | 1.67% | 10.8 | 50.00% | -4.24% | -50.00% | 0.00% | 0.00% | 08:48 | 04:33 | 04:33 | 13:03 | 13:03 | 13:03 | 08:30 | 06:17 |
 | Disperser | 2 | 1.67% | 9.2 | 50.00% | -4.24% | -50.00% | 0.00% | 0.00% | 58:20 | 58:12 | 58:12 | 58:27 | 58:27 | 58:27 | 00:15 | 00:11 |
 | Aeon Disk | 1 | 0.83% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:35 | 48:35 | 48:35 | 48:35 | 48:35 | 48:35 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.83% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:30 | 1:06:30 | 1:06:30 | 1:06:30 | 1:06:30 | 1:06:30 | 00:00 | 00:00 |
 | Bracer | 1 | 0.83% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:05 | 01:05 | 01:05 | 01:05 | 01:05 | 01:05 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.83% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 |
 | Satanic | 1 | 0.83% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 00:00 | 00:00 |