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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 | 33 | 36.67% | 100.0 | 60.61% | +22.01% | +14.39% | -10.61% | -2.70% | 34:00 | 24:12 | 27:47 | 31:50 | 37:03 | 1:18:13 | 09:16 | 06:51 |
 | Magic Wand | 74 | 82.22% | 98.2 | 51.35% | +26.35% | -3.98% | -12.46% | -2.00% | 06:57 | -01:29 | 04:11 | 06:15 | 08:26 | 25:42 | 04:15 | 03:08 |
 | Morbid Mask | 4 | 4.44% | 96.4 | 100.00% | +55.81% | 0.00% | 0.00% | 0.00% | 46:32 | 34:52 | 34:52 | 40:29 | 52:58 | 57:48 | 18:06 | 13:24 |
 | Black King Bar | 70 | 77.78% | 94.5 | 50.00% | +15.00% | 0.00% | -14.71% | -3.60% | 24:34 | 18:50 | 22:02 | 23:45 | 26:07 | 39:30 | 04:05 | 03:01 |
 | Power Treads | 87 | 96.67% | 92.7 | 48.28% | +48.28% | +10.81% | +6.27% | -3.06% | 07:31 | 04:40 | 06:41 | 07:23 | 08:10 | 13:30 | 01:29 | 01:05 |
 | Quelling Blade | 88 | 97.78% | 90.9 | 47.73% | +47.73% | +2.27% | +11.36% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | 02:03 | 00:00 | 00:00 |
 | Magic Stick | 84 | 93.33% | 89.1 | 47.62% | +14.29% | +4.76% | -14.29% | -5.20% | 02:40 | -01:29 | 01:06 | 02:03 | 04:46 | 09:34 | 03:40 | 02:42 |
 | Blink Dagger | 90 | 100.00% | 87.3 | 46.67% | +46.67% | +9.85% | -14.85% | -10.74% | 13:12 | 09:44 | 11:56 | 12:43 | 14:14 | 25:02 | 02:18 | 01:42 |
 | Boots of Speed | 90 | 100.00% | 85.5 | 46.67% | +46.67% | +5.50% | -1.22% | -2.80% | 04:26 | -01:29 | 03:14 | 04:34 | 05:38 | 11:37 | 02:24 | 01:46 |
 | Yasha | 6 | 6.67% | 83.6 | 83.33% | +39.28% | +16.67% | -83.33% | -6.85% | 33:00 | 17:11 | 27:44 | 29:31 | 42:20 | 49:32 | 14:36 | 10:48 |
 | Sange and Yasha | 6 | 6.67% | 81.8 | 83.33% | +39.28% | +16.67% | -83.33% | -7.01% | 33:10 | 17:11 | 28:15 | 29:49 | 42:31 | 49:32 | 14:16 | 10:34 |
 | Buckler | 10 | 11.11% | 80.0 | 70.00% | +26.25% | +30.00% | -20.00% | -5.54% | 40:15 | 31:17 | 35:07 | 35:29 | 44:09 | 53:36 | 09:02 | 06:41 |
 | Assault Cuirass | 10 | 11.11% | 78.2 | 70.00% | +26.25% | -3.33% | -20.00% | -1.89% | 41:26 | 32:32 | 36:06 | 38:57 | 44:55 | 53:52 | 08:49 | 06:31 |
 | Sange | 30 | 33.33% | 76.4 | 53.33% | +10.00% | +21.67% | -10.47% | -2.90% | 28:41 | 12:48 | 22:34 | 27:21 | 33:38 | 49:32 | 11:04 | 08:11 |
 | Ring of Protection | 62 | 68.89% | 74.5 | 46.77% | +0.34% | -3.02% | -13.44% | -2.94% | 04:12 | -01:29 | 01:49 | 02:52 | 05:22 | 34:57 | 03:33 | 02:37 |
 | Soul Ring | 59 | 65.56% | 72.7 | 45.76% | -2.63% | +27.57% | -12.43% | -13.56% | 05:40 | 01:56 | 03:26 | 04:50 | 06:23 | 23:39 | 02:57 | 02:11 |
 | Heaven's Halberd | 20 | 22.22% | 70.9 | 55.00% | +10.71% | +25.00% | +5.00% | -1.87% | 31:08 | 19:21 | 24:20 | 31:32 | 35:01 | 44:50 | 10:41 | 07:54 |
 | Overwhelming Blink | 3 | 3.33% | 69.1 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 46:46 | 41:18 | 41:18 | 48:43 | 50:18 | 50:18 | 09:00 | 06:40 |
 | Bottle | 7 | 7.78% | 67.3 | 71.43% | +26.85% | -21.43% | -21.43% | 0.00% | 01:59 | 01:32 | 01:33 | 01:53 | 01:54 | 03:05 | 00:21 | 00:15 |
 | Ring of Health | 8 | 8.89% | 65.5 | 62.50% | +17.38% | -12.50% | +37.50% | 8.22% | 19:55 | 12:36 | 12:46 | 17:15 | 18:51 | 39:53 | 06:05 | 04:30 |
 | Aghanim's Blessing | 4 | 4.44% | 63.6 | 75.00% | +29.65% | +25.00% | -75.00% | -9.79% | 1:06:53 | 52:20 | 52:20 | 53:17 | 1:02:33 | 1:39:21 | 10:13 | 07:34 |
 | Bracer | 37 | 41.11% | 61.8 | 35.14% | -19.58% | -24.03% | -12.92% | 5.95% | 02:31 | -01:26 | 01:37 | 02:26 | 03:29 | 05:23 | 01:52 | 01:22 |
 | Satanic | 2 | 2.22% | 60.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 55:55 | 54:00 | 54:00 | 57:49 | 57:49 | 57:49 | 03:49 | 02:49 |
 | Lotus Orb | 2 | 2.22% | 58.2 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 33:37 | 27:20 | 27:20 | 39:54 | 39:54 | 39:54 | 12:34 | 09:18 |
 | Orchid Malevolence | 5 | 5.56% | 56.4 | 60.00% | +14.12% | -60.00% | +40.00% | 18.07% | 33:02 | 29:30 | 29:30 | 32:01 | 35:02 | 38:31 | 05:32 | 04:05 |
 | Hood of Defiance | 5 | 5.56% | 54.5 | 60.00% | +14.12% | -60.00% | -60.00% | 0.00% | 15:51 | 12:36 | 12:36 | 17:06 | 17:28 | 19:10 | 04:52 | 03:36 |
 | Bloodthorn | 3 | 3.33% | 52.7 | 66.67% | +20.69% | +33.33% | 0.00% | 0.00% | 36:52 | 32:36 | 32:36 | 37:35 | 40:25 | 40:25 | 07:49 | 05:47 |
 | Void Stone | 3 | 3.33% | 50.9 | 66.67% | +20.69% | +33.33% | 0.00% | 0.00% | 54:10 | 25:27 | 25:27 | 39:53 | 1:37:11 | 1:37:11 | 1:11:44 | 53:08 |
 | Wind Lace | 12 | 13.33% | 49.1 | 33.33% | -15.39% | 0.00% | -33.33% | -6.23% | 07:20 | -01:29 | 03:01 | 06:47 | 08:22 | 21:20 | 05:21 | 03:57 |
 | Heart of Tarrasque | 1 | 1.11% | 47.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:48 | 55:48 | 55:48 | 55:48 | 55:48 | 55:48 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.11% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:55 | 33:55 | 33:55 | 33:55 | 33:55 | 33:55 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.11% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:26 | 1:02:26 | 1:02:26 | 1:02:26 | 1:02:26 | 1:02:26 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 1.11% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 00:00 | 00:00 |
 | Chainmail | 2 | 2.22% | 40.0 | 50.00% | +3.41% | +50.00% | 0.00% | 0.00% | 11:52 | 02:24 | 02:24 | 21:20 | 21:20 | 21:20 | 18:56 | 14:01 |
 | Pipe of Insight | 2 | 2.22% | 38.2 | 50.00% | +3.41% | +50.00% | 0.00% | 0.00% | 25:11 | 22:47 | 22:47 | 27:35 | 27:35 | 27:35 | 04:48 | 03:33 |
 | Headdress | 2 | 2.22% | 36.4 | 50.00% | +3.41% | +50.00% | 0.00% | 0.00% | 22:12 | 20:35 | 20:35 | 23:48 | 23:48 | 23:48 | 03:13 | 02:22 |
 | Aghanim's Shard | 3 | 3.33% | 34.5 | 33.33% | -13.80% | -33.33% | 0.00% | 0.00% | 33:24 | 24:38 | 24:38 | 29:28 | 46:06 | 46:06 | 21:28 | 15:54 |
 | Force Staff | 3 | 3.33% | 32.7 | 33.33% | -13.80% | +66.67% | 0.00% | 0.00% | 23:10 | 18:38 | 18:38 | 22:11 | 28:41 | 28:41 | 10:03 | 07:26 |
 | Hand of Midas | 3 | 3.33% | 30.9 | 33.33% | -13.80% | +66.67% | 0.00% | 0.00% | 13:30 | 11:20 | 11:20 | 12:24 | 16:46 | 16:46 | 05:26 | 04:01 |
 | Fluffy Hat | 4 | 4.44% | 29.1 | 25.00% | -22.67% | -25.00% | -25.00% | 0.00% | 17:01 | 11:25 | 11:25 | 15:09 | 19:20 | 22:11 | 07:55 | 05:51 |
 | Helm of Iron Will | 5 | 5.56% | 27.3 | 20.00% | -28.24% | -20.00% | -20.00% | 0.00% | 38:15 | 20:36 | 20:36 | 41:34 | 46:19 | 47:44 | 25:43 | 19:02 |
 | Tranquil Boots | 2 | 2.22% | 25.5 | 0.00% | -47.73% | 0.00% | 0.00% | 0.00% | 11:48 | 05:54 | 05:54 | 17:41 | 17:41 | 17:41 | 11:47 | 08:43 |
 | Javelin | 1 | 1.11% | 23.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 |
 | Crown | 1 | 1.11% | 21.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 2.22% | 20.0 | 0.00% | -47.73% | 0.00% | 0.00% | 0.00% | 54:25 | 54:22 | 54:22 | 54:28 | 54:28 | 54:28 | 00:06 | 00:04 |
 | Vanguard | 1 | 1.11% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:45 | 18:45 | 18:45 | 18:45 | 18:45 | 18:45 | 00:00 | 00:00 |
 | Nullifier | 3 | 3.33% | 16.4 | 0.00% | -48.28% | 0.00% | 0.00% | 0.00% | 46:53 | 41:34 | 41:34 | 47:54 | 51:11 | 51:11 | 09:37 | 07:07 |
 | Orb of Venom | 1 | 1.11% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:42 | 02:42 | 02:42 | 02:42 | 02:42 | 02:42 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.11% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 00:00 | 00:00 |
 | Blight Stone | 2 | 2.22% | 10.9 | 0.00% | -47.73% | 0.00% | 0.00% | 0.00% | 12:01 | 02:42 | 02:42 | 21:20 | 21:20 | 21:20 | 18:38 | 13:48 |
 | Octarine Core | 1 | 1.11% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:37:14 | 1:37:14 | 1:37:14 | 1:37:14 | 1:37:14 | 1:37:14 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.11% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:37:14 | 1:37:14 | 1:37:14 | 1:37:14 | 1:37:14 | 1:37:14 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.11% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.11% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.11% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 00:00 | 00:00 |