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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 | |
 | Buckler | 29 | 47.54% | 100.0 | 89.66% | +55.28% | +10.34% | +10.34% | 0.00% | 28:51 | 19:49 | 25:19 | 29:43 | 31:53 | 41:57 | 06:34 | 04:51 |
 | Assault Cuirass | 28 | 45.90% | 97.6 | 89.29% | +52.93% | +10.71% | -3.58% | -2.15% | 29:52 | 20:44 | 26:22 | 30:30 | 33:01 | 42:15 | 06:39 | 04:55 |
 | Blink Dagger | 12 | 19.67% | 95.2 | 91.67% | +38.61% | +8.33% | +8.33% | 0.00% | 33:31 | 24:20 | 25:04 | 33:44 | 36:36 | 53:14 | 11:32 | 08:32 |
 | Abyssal Blade | 29 | 47.54% | 92.9 | 79.31% | +35.56% | +6.40% | +20.69% | 3.18% | 34:09 | 25:39 | 30:50 | 34:09 | 35:20 | 52:56 | 04:30 | 03:20 |
 | Skull Basher | 31 | 50.82% | 90.5 | 77.42% | +34.09% | -2.42% | +22.58% | 4.00% | 31:59 | 21:05 | 27:56 | 31:58 | 34:11 | 50:55 | 06:15 | 04:37 |
 | Morbid Mask | 16 | 26.23% | 88.1 | 81.25% | +27.92% | +18.75% | -6.25% | -4.98% | 30:53 | 22:39 | 26:42 | 28:04 | 31:43 | 47:46 | 05:01 | 03:42 |
 | Black King Bar | 53 | 86.89% | 85.7 | 66.04% | +41.04% | +10.88% | -4.50% | -4.33% | 23:41 | 16:20 | 21:26 | 22:17 | 24:59 | 41:03 | 03:33 | 02:37 |
 | Satanic | 14 | 22.95% | 83.3 | 78.57% | +23.25% | +21.43% | -11.90% | -3.36% | 33:13 | 25:49 | 28:01 | 28:51 | 37:57 | 48:11 | 09:56 | 07:21 |
 | Ring of Protection | 59 | 96.72% | 81.0 | 62.71% | +62.71% | -2.71% | -2.71% | 0.00% | 06:17 | -01:29 | 04:48 | 06:28 | 07:53 | 26:18 | 03:05 | 02:17 |
 | Aghanim's Scepter | 59 | 96.72% | 78.6 | 62.71% | +62.71% | +17.29% | -9.38% | -9.70% | 17:58 | 13:37 | 15:54 | 16:57 | 18:39 | 29:50 | 02:45 | 02:02 |
 | Soul Ring | 58 | 95.08% | 76.2 | 62.07% | +28.74% | +11.26% | -19.21% | -10.57% | 07:31 | 02:10 | 06:15 | 07:32 | 09:08 | 14:39 | 02:53 | 02:08 |
 | Vanguard | 59 | 96.72% | 73.8 | 61.02% | +11.02% | +5.65% | -27.69% | -16.95% | 07:03 | 04:51 | 05:47 | 06:20 | 07:45 | 12:37 | 01:58 | 01:27 |
 | Ring of Health | 61 | 100.00% | 71.4 | 60.66% | +60.66% | +6.01% | -27.33% | -32.79% | 03:38 | 01:30 | 02:52 | 03:13 | 03:53 | 09:04 | 01:01 | 00:45 |
 | Boots of Speed | 61 | 100.00% | 69.0 | 60.66% | +60.66% | -7.33% | -0.66% | 3.23% | 07:46 | -01:29 | 06:46 | 07:53 | 08:50 | 11:46 | 02:04 | 01:31 |
 | Power Treads | 25 | 40.98% | 66.7 | 68.00% | +12.44% | -1.33% | -18.00% | -2.22% | 14:42 | 08:34 | 10:52 | 12:01 | 18:22 | 27:10 | 07:30 | 05:33 |
 | Magic Wand | 44 | 72.13% | 64.3 | 61.36% | +2.54% | +11.37% | -6.81% | -3.25% | 07:26 | -01:29 | 04:36 | 08:48 | 10:12 | 21:44 | 05:36 | 04:08 |
 | Quelling Blade | 57 | 93.44% | 61.9 | 57.89% | -42.11% | -0.75% | +6.40% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 02:47 | 00:00 | 00:00 |
 | Magic Stick | 47 | 77.05% | 59.5 | 57.45% | -13.98% | -15.78% | -15.78% | 0.00% | 01:00 | -01:29 | -01:29 | -01:29 | 01:16 | 11:30 | 02:45 | 02:02 |
 | Phase Boots | 21 | 34.43% | 57.1 | 61.90% | +1.90% | -1.90% | +18.10% | 7.14% | 13:19 | 07:04 | 10:40 | 11:15 | 13:28 | 26:20 | 02:48 | 02:04 |
 | Chainmail | 21 | 34.43% | 54.8 | 61.90% | +1.90% | -21.90% | +18.10% | 12.00% | 12:41 | 06:42 | 09:40 | 10:34 | 13:00 | 26:02 | 03:20 | 02:28 |
 | Hood of Defiance | 14 | 22.95% | 52.4 | 64.29% | +4.72% | -14.29% | +2.38% | 3.11% | 08:52 | 04:57 | 05:45 | 08:20 | 11:07 | 13:25 | 05:22 | 03:58 |
 | Aghanim's Blessing | 3 | 4.92% | 50.0 | 100.00% | +41.38% | 0.00% | 0.00% | 0.00% | 50:49 | 47:37 | 47:37 | 50:20 | 54:30 | 54:30 | 06:53 | 05:05 |
 | Void Stone | 9 | 14.75% | 47.6 | 66.67% | +7.05% | +33.33% | +33.33% | 0.00% | 28:35 | 13:39 | 18:04 | 26:45 | 37:12 | 47:35 | 19:08 | 14:10 |
 | Linken's Sphere | 4 | 6.56% | 45.2 | 75.00% | +15.35% | -75.00% | +25.00% | 0.00% | 37:24 | 25:54 | 25:54 | 37:24 | 38:35 | 47:43 | 12:41 | 09:23 |
 | Lotus Orb | 4 | 6.56% | 42.9 | 75.00% | +15.35% | +25.00% | +25.00% | 0.00% | 20:58 | 15:42 | 15:42 | 18:07 | 20:50 | 29:14 | 05:08 | 03:48 |
 | Swift Blink | 2 | 3.28% | 40.5 | 100.00% | +40.68% | 0.00% | 0.00% | 0.00% | 37:38 | 36:38 | 36:38 | 38:37 | 38:37 | 38:37 | 01:59 | 01:28 |
 | Overwhelming Blink | 2 | 3.28% | 38.1 | 100.00% | +40.68% | 0.00% | 0.00% | 0.00% | 45:26 | 32:27 | 32:27 | 58:25 | 58:25 | 58:25 | 25:58 | 19:14 |
 | Sange | 5 | 8.20% | 35.7 | 60.00% | -0.71% | -60.00% | +40.00% | 0.00% | 19:17 | 12:11 | 12:11 | 18:17 | 20:45 | 29:23 | 08:34 | 06:20 |
 | Orchid Malevolence | 1 | 1.64% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.64% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:16 | 50:16 | 50:16 | 50:16 | 50:16 | 50:16 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.64% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:17 | 23:17 | 23:17 | 23:17 | 23:17 | 23:17 | 00:00 | 00:00 |
 | Yasha | 1 | 1.64% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.64% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.64% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.64% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 8.20% | 16.7 | 40.00% | -22.50% | -40.00% | -40.00% | 0.00% | 21:31 | 15:53 | 15:53 | 21:07 | 26:56 | 27:26 | 11:03 | 08:11 |
 | Heaven's Halberd | 2 | 3.28% | 14.3 | 50.00% | -11.02% | -50.00% | 0.00% | 0.00% | 24:09 | 18:23 | 18:23 | 29:54 | 29:54 | 29:54 | 11:31 | 08:31 |
 | Ring of Basilius | 2 | 3.28% | 11.9 | 50.00% | -11.02% | +50.00% | 0.00% | 0.00% | 07:59 | 02:08 | 02:08 | 13:50 | 13:50 | 13:50 | 11:42 | 08:40 |
 | Moon Shard | 1 | 1.64% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 |
 | Wind Lace | 1 | 1.64% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 00:00 | 00:00 |
 | Bottle | 2 | 3.28% | 4.8 | 0.00% | -62.71% | 0.00% | 0.00% | 0.00% | 01:52 | 01:33 | 01:33 | 02:10 | 02:10 | 02:10 | 00:37 | 00:27 |
 | Eternal Shroud | 1 | 1.64% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 00:00 | 00:00 |