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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 | |
 | Assault Cuirass | 36 | 62.07% | 100.0 | 69.44% | +60.35% | +8.34% | -2.77% | -1.56% | 31:58 | 23:47 | 27:29 | 30:31 | 34:35 | 47:58 | 07:06 | 05:15 |
 | Buckler | 38 | 65.52% | 98.1 | 65.79% | +55.79% | +4.21% | -10.23% | -1.98% | 30:44 | 19:36 | 26:34 | 29:15 | 33:51 | 47:44 | 07:17 | 05:23 |
 | Overwhelming Blink | 17 | 29.31% | 96.2 | 70.59% | +34.00% | +4.41% | -20.59% | -3.14% | 40:13 | 34:09 | 35:24 | 38:02 | 43:21 | 49:11 | 07:57 | 05:53 |
 | Ring of Protection | 45 | 77.59% | 94.3 | 57.78% | +50.09% | +5.86% | -12.33% | -0.88% | 23:21 | -01:29 | 10:49 | 26:34 | 31:28 | 47:44 | 20:39 | 15:17 |
 | Wraith Band | 11 | 18.97% | 92.5 | 72.73% | +32.30% | -6.06% | +27.27% | 25.31% | 04:18 | 01:28 | 01:32 | 02:19 | 02:51 | 24:18 | 01:19 | 00:58 |
 | Bracer | 11 | 18.97% | 90.6 | 72.73% | +32.30% | -6.06% | -6.06% | 0.00% | 02:20 | 01:31 | 01:36 | 02:32 | 02:35 | 03:12 | 00:59 | 00:43 |
 | Blink Dagger | 50 | 86.21% | 88.7 | 52.00% | +39.50% | -5.85% | +23.00% | 5.68% | 21:48 | 14:09 | 18:49 | 20:51 | 23:54 | 34:37 | 05:05 | 03:45 |
 | Chainmail | 55 | 94.83% | 86.8 | 49.09% | +49.09% | +0.91% | -6.23% | -1.49% | 07:35 | 01:33 | 04:32 | 06:02 | 09:19 | 23:37 | 04:47 | 03:32 |
 | Phase Boots | 48 | 82.76% | 84.9 | 50.00% | +20.00% | 0.00% | -16.67% | -5.68% | 07:33 | 03:57 | 05:28 | 06:33 | 08:24 | 18:56 | 02:56 | 02:10 |
 | Black King Bar | 41 | 70.69% | 83.0 | 51.22% | +15.93% | +28.78% | -31.22% | -8.02% | 27:26 | 19:04 | 23:29 | 27:04 | 30:58 | 41:22 | 07:29 | 05:32 |
 | Boots of Speed | 58 | 100.00% | 81.1 | 46.55% | +46.55% | -19.88% | -3.69% | 6.43% | 04:33 | 01:29 | 02:57 | 04:09 | 05:28 | 10:50 | 02:31 | 01:51 |
 | Quelling Blade | 51 | 87.93% | 79.2 | 43.14% | -28.29% | +3.01% | -4.68% | 0.00% | -01:17 | -01:30 | -01:29 | -01:29 | -01:29 | 08:28 | 00:00 | 00:00 |
 | Magic Stick | 49 | 84.48% | 77.4 | 42.86% | -23.81% | -17.86% | +15.47% | 33.33% | 00:56 | -01:29 | -01:29 | -01:29 | 02:02 | 16:04 | 03:31 | 02:36 |
 | Armlet of Mordiggian | 41 | 70.69% | 75.5 | 43.90% | -9.04% | -13.90% | +16.10% | 13.43% | 11:11 | 07:14 | 09:58 | 10:37 | 12:12 | 24:10 | 02:14 | 01:39 |
 | Desolator | 25 | 43.10% | 73.6 | 48.00% | +2.55% | +18.67% | -14.67% | -16.81% | 17:34 | 15:10 | 16:06 | 17:31 | 18:05 | 24:10 | 01:59 | 01:28 |
 | Blight Stone | 25 | 43.10% | 71.7 | 48.00% | +2.55% | +18.67% | +35.33% | 2.99% | 14:23 | 10:34 | 11:40 | 13:26 | 17:14 | 24:04 | 05:34 | 04:07 |
 | Helm of Iron Will | 42 | 72.41% | 69.8 | 42.86% | -13.39% | -6.50% | +7.14% | 3.18% | 08:57 | 02:19 | 05:17 | 08:24 | 09:34 | 35:45 | 04:17 | 03:10 |
 | Radiance | 28 | 48.28% | 67.9 | 46.43% | -0.24% | +39.28% | -32.14% | -16.67% | 18:08 | 13:05 | 15:22 | 17:58 | 19:39 | 28:27 | 04:17 | 03:10 |
 | Magic Wand | 41 | 70.69% | 66.0 | 41.46% | -17.36% | -21.46% | +18.54% | 4.92% | 11:02 | -01:29 | 05:44 | 11:25 | 13:52 | 31:59 | 08:08 | 06:01 |
 | Aghanim's Scepter | 13 | 22.41% | 64.2 | 53.85% | +9.41% | +46.15% | -20.52% | -6.80% | 35:24 | 24:41 | 28:55 | 35:29 | 38:43 | 48:43 | 09:48 | 07:15 |
 | Orchid Malevolence | 6 | 10.34% | 62.3 | 66.67% | +22.44% | -16.67% | +33.33% | 0.00% | 38:49 | 23:06 | 29:12 | 31:14 | 52:57 | 1:02:04 | 23:45 | 17:35 |
 | Mage Slayer | 6 | 10.34% | 60.4 | 66.67% | +22.44% | -16.67% | +33.33% | 0.00% | 41:50 | 30:36 | 32:54 | 35:48 | 52:46 | 1:01:58 | 19:52 | 14:42 |
 | Bloodthorn | 6 | 10.34% | 58.5 | 66.67% | +22.44% | -16.67% | +33.33% | 0.00% | 42:17 | 30:59 | 33:17 | 37:01 | 52:57 | 1:02:04 | 19:40 | 14:34 |
 | Blade Mail | 9 | 15.52% | 56.6 | 55.56% | +10.66% | -55.56% | -5.56% | 4.35% | 17:16 | 10:35 | 10:52 | 18:03 | 22:21 | 27:03 | 11:29 | 08:30 |
 | Refresher Orb | 4 | 6.90% | 54.7 | 75.00% | +30.56% | +25.00% | -75.00% | 0.00% | 44:58 | 37:53 | 37:53 | 41:47 | 45:18 | 54:54 | 07:25 | 05:29 |
 | Wind Lace | 4 | 6.90% | 52.8 | 75.00% | +30.56% | -75.00% | +25.00% | 0.00% | 11:16 | 05:59 | 05:59 | 06:35 | 14:47 | 17:43 | 08:48 | 06:31 |
 | Cornucopia | 5 | 8.62% | 50.9 | 60.00% | +14.72% | -60.00% | -60.00% | 0.00% | 41:47 | 23:01 | 23:01 | 40:56 | 52:10 | 54:54 | 29:09 | 21:35 |
 | Hand of Midas | 5 | 8.62% | 49.1 | 60.00% | +14.72% | +40.00% | +40.00% | 0.00% | 13:40 | 10:45 | 10:45 | 14:40 | 15:16 | 16:23 | 04:31 | 03:20 |
 | Aghanim's Shard | 12 | 20.69% | 47.2 | 41.67% | -6.16% | -8.34% | -8.34% | 0.00% | 28:23 | 18:01 | 21:17 | 28:04 | 33:00 | 37:57 | 11:43 | 08:40 |
 | Nullifier | 6 | 10.34% | 45.3 | 50.00% | +3.85% | +50.00% | -50.00% | 0.00% | 39:42 | 33:06 | 35:14 | 37:06 | 43:05 | 52:24 | 07:51 | 05:48 |
 | Soul Ring | 6 | 10.34% | 43.4 | 50.00% | +3.85% | 0.00% | +50.00% | 0.00% | 09:40 | 06:33 | 06:52 | 10:34 | 11:16 | 11:57 | 04:24 | 03:15 |
 | Mjollnir | 3 | 5.17% | 41.5 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 29:37 | 20:33 | 20:33 | 32:14 | 36:04 | 36:04 | 15:31 | 11:29 |
 | Maelstrom | 3 | 5.17% | 39.6 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 26:01 | 15:45 | 15:45 | 27:32 | 34:45 | 34:45 | 19:00 | 14:04 |
 | Void Stone | 3 | 5.17% | 37.7 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | 31:21 | 29:03 | 29:03 | 30:53 | 34:06 | 34:06 | 05:03 | 03:44 |
 | Swift Blink | 4 | 6.90% | 35.8 | 50.00% | +3.70% | +50.00% | -50.00% | 0.00% | 44:22 | 35:19 | 35:19 | 41:06 | 47:17 | 53:44 | 11:58 | 08:51 |
 | Sange | 1 | 1.72% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.72% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.72% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:19:03 | 1:19:03 | 1:19:03 | 1:19:03 | 1:19:03 | 1:19:03 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.72% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:48 | 54:48 | 54:48 | 54:48 | 54:48 | 54:48 | 00:00 | 00:00 |
 | Power Treads | 10 | 17.24% | 26.4 | 30.00% | -20.00% | -30.00% | -30.00% | 0.00% | 06:42 | 05:05 | 05:25 | 06:01 | 08:15 | 08:44 | 02:50 | 02:05 |
 | Shadow Blade | 6 | 10.34% | 24.5 | 33.33% | -14.75% | +16.67% | -33.33% | 0.00% | 34:40 | 22:01 | 22:02 | 27:09 | 39:40 | 58:55 | 17:38 | 13:03 |
 | Crystalys | 6 | 10.34% | 22.6 | 33.33% | -14.75% | +16.67% | -33.33% | 0.00% | 37:09 | 24:22 | 30:18 | 30:32 | 39:41 | 58:55 | 09:23 | 06:57 |
 | Silver Edge | 6 | 10.34% | 20.8 | 33.33% | -14.75% | +16.67% | -33.33% | 0.00% | 37:27 | 25:02 | 30:35 | 31:24 | 39:41 | 58:55 | 09:06 | 06:44 |
 | Javelin | 7 | 12.07% | 18.9 | 28.57% | -20.45% | -28.57% | -28.57% | 0.00% | 31:23 | 15:45 | 16:44 | 32:39 | 34:45 | 52:18 | 18:01 | 13:20 |
 | Yasha | 2 | 3.45% | 17.0 | 50.00% | +3.57% | -50.00% | 0.00% | 0.00% | 25:50 | 24:31 | 24:31 | 27:09 | 27:09 | 27:09 | 02:38 | 01:57 |
 | Manta Style | 2 | 3.45% | 15.1 | 50.00% | +3.57% | -50.00% | 0.00% | 0.00% | 28:42 | 27:36 | 27:36 | 29:48 | 29:48 | 29:48 | 02:12 | 01:37 |
 | Aghanim's Blessing | 4 | 6.90% | 13.2 | 25.00% | -23.15% | -25.00% | +75.00% | 0.00% | 45:35 | 40:44 | 40:44 | 45:30 | 47:23 | 48:43 | 06:39 | 04:55 |
 | Skull Basher | 1 | 1.72% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:51 | 24:51 | 24:51 | 24:51 | 24:51 | 24:51 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 1.72% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.72% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 00:00 | 00:00 |
 | Monkey King Bar | 4 | 6.90% | 5.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 36:18 | 19:04 | 19:04 | 33:36 | 40:15 | 52:18 | 21:11 | 15:41 |
 | Abyssal Blade | 1 | 1.72% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 00:00 | 00:00 |
 | Ring of Health | 1 | 1.72% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 00:00 | 00:00 |