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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 | |
 | Crystalys | 4 | 13.79% | 100.0 | 100.00% | +76.00% | 0.00% | 0.00% | 0.00% | 32:32 | 25:39 | 25:39 | 26:22 | 33:52 | 44:14 | 08:13 | 06:05 |
 | Silver Edge | 4 | 13.79% | 98.0 | 100.00% | +76.00% | 0.00% | 0.00% | 0.00% | 34:06 | 25:59 | 25:59 | 31:59 | 33:52 | 44:34 | 07:53 | 05:50 |
 | Void Stone | 5 | 17.24% | 95.9 | 80.00% | +55.00% | -80.00% | +20.00% | 14.56% | 32:10 | 28:45 | 28:45 | 30:13 | 35:37 | 37:13 | 06:52 | 05:05 |
 | Magic Wand | 20 | 68.97% | 93.9 | 45.00% | +33.89% | -5.00% | +15.00% | 2.49% | 08:35 | 01:08 | 04:18 | 08:43 | 12:20 | 18:45 | 08:02 | 05:57 |
 | Magic Stick | 25 | 86.21% | 91.8 | 40.00% | +40.00% | +10.00% | -40.00% | -20.27% | 01:53 | -01:29 | -01:29 | 00:54 | 03:57 | 12:33 | 05:26 | 04:01 |
 | Linken's Sphere | 2 | 6.90% | 89.8 | 100.00% | +70.37% | 0.00% | 0.00% | 0.00% | 33:07 | 30:25 | 30:25 | 35:49 | 35:49 | 35:49 | 05:24 | 04:00 |
 | Octarine Core | 2 | 6.90% | 87.8 | 100.00% | +70.37% | 0.00% | 0.00% | 0.00% | 34:35 | 31:54 | 31:54 | 37:15 | 37:15 | 37:15 | 05:21 | 03:57 |
 | Heart of Tarrasque | 7 | 24.14% | 85.7 | 57.14% | +29.87% | -57.14% | -7.14% | 6.67% | 27:59 | 20:34 | 24:00 | 25:26 | 31:30 | 37:25 | 07:30 | 05:33 |
 | Shadow Blade | 7 | 24.14% | 83.7 | 57.14% | +29.87% | -7.14% | -7.14% | 0.00% | 32:08 | 18:54 | 23:21 | 30:07 | 36:22 | 44:32 | 13:01 | 09:38 |
 | Buckler | 10 | 34.48% | 81.6 | 50.00% | +23.68% | -16.67% | 0.00% | 2.29% | 35:27 | 29:16 | 31:14 | 33:24 | 38:31 | 47:47 | 07:17 | 05:23 |
 | Assault Cuirass | 10 | 34.48% | 79.6 | 50.00% | +23.68% | -16.67% | 0.00% | 2.38% | 36:15 | 30:52 | 31:54 | 34:56 | 38:54 | 48:08 | 07:00 | 05:11 |
 | Power Treads | 29 | 100.00% | 77.6 | 34.48% | +34.48% | +8.38% | +8.38% | 0.00% | 07:47 | 04:24 | 04:53 | 06:22 | 10:12 | 14:36 | 05:19 | 03:56 |
 | Boots of Speed | 29 | 100.00% | 75.5 | 34.48% | +34.48% | +8.38% | +8.38% | 0.00% | 05:37 | 01:53 | 03:49 | 04:52 | 07:05 | 12:11 | 03:16 | 02:25 |
 | Quelling Blade | 29 | 100.00% | 73.5 | 34.48% | +34.48% | -5.91% | -5.91% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | 00:04 | 00:00 | 00:00 |
 | Helm of Iron Will | 22 | 75.86% | 71.4 | 36.36% | +7.79% | +13.64% | -36.36% | -7.85% | 08:33 | 02:04 | 04:53 | 09:44 | 11:15 | 14:43 | 06:22 | 04:42 |
 | Armlet of Mordiggian | 22 | 75.86% | 69.4 | 36.36% | +7.79% | +30.31% | -36.36% | -31.01% | 11:31 | 06:58 | 10:28 | 10:59 | 12:37 | 15:13 | 02:09 | 01:35 |
 | Black King Bar | 15 | 51.72% | 67.3 | 40.00% | +11.43% | +10.00% | -40.00% | -13.70% | 23:12 | 16:50 | 18:25 | 20:19 | 22:04 | 47:25 | 03:39 | 02:42 |
 | Ring of Protection | 16 | 55.17% | 65.3 | 37.50% | +6.73% | -12.50% | +12.50% | 1.10% | 22:45 | 03:06 | 10:35 | 12:50 | 33:24 | 42:54 | 22:49 | 16:54 |
 | Blink Dagger | 17 | 58.62% | 63.3 | 35.29% | +1.96% | -10.29% | +14.71% | 2.93% | 24:18 | 11:23 | 19:36 | 24:49 | 28:08 | 42:56 | 08:32 | 06:19 |
 | Echo Sabre | 10 | 34.48% | 61.2 | 40.00% | +8.42% | -6.67% | -40.00% | -13.16% | 16:42 | 14:29 | 15:15 | 16:25 | 17:47 | 19:56 | 02:32 | 01:52 |
 | Aether Lens | 3 | 10.34% | 59.2 | 66.67% | +35.90% | -66.67% | 0.00% | 0.00% | 31:42 | 28:49 | 28:49 | 29:04 | 37:13 | 37:13 | 08:24 | 06:13 |
 | Sange | 7 | 24.14% | 57.1 | 42.86% | +11.04% | -42.86% | +7.14% | 13.45% | 15:18 | 12:53 | 13:05 | 16:11 | 16:48 | 17:48 | 03:43 | 02:45 |
 | Eye of Skadi | 7 | 24.14% | 55.1 | 42.86% | +11.04% | -42.86% | +7.14% | 12.35% | 28:01 | 23:16 | 25:03 | 25:10 | 29:06 | 37:35 | 04:03 | 03:00 |
 | Aghanim's Shard | 13 | 44.83% | 53.1 | 30.77% | -6.73% | -30.77% | +2.56% | 2.99% | 29:09 | 20:40 | 21:10 | 29:00 | 32:19 | 41:57 | 11:09 | 08:15 |
 | Ring of Health | 4 | 13.79% | 51.0 | 50.00% | +18.00% | +50.00% | -50.00% | 0.00% | 37:56 | 30:13 | 30:13 | 35:37 | 38:05 | 47:48 | 07:52 | 05:49 |
 | Overwhelming Blink | 4 | 13.79% | 49.0 | 50.00% | +18.00% | +50.00% | -50.00% | 0.00% | 43:09 | 33:37 | 33:37 | 43:21 | 44:48 | 50:48 | 11:11 | 08:17 |
 | Manta Style | 1 | 3.45% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 00:00 | 00:00 |
 | Heaven's Halberd | 5 | 17.24% | 44.9 | 40.00% | +6.67% | +60.00% | -40.00% | -25.53% | 19:12 | 16:11 | 16:11 | 16:44 | 20:06 | 26:24 | 03:55 | 02:54 |
 | Soul Ring | 8 | 27.59% | 42.9 | 25.00% | -13.10% | +25.00% | -25.00% | -31.25% | 10:37 | 03:36 | 10:00 | 11:07 | 11:36 | 13:58 | 01:36 | 01:11 |
 | Hand of Midas | 8 | 27.59% | 40.8 | 25.00% | -13.10% | -25.00% | +25.00% | 12.00% | 10:10 | 06:38 | 06:39 | 09:38 | 10:49 | 16:57 | 04:10 | 03:05 |
 | Satanic | 2 | 6.90% | 38.8 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 34:16 | 23:03 | 23:03 | 45:28 | 45:28 | 45:28 | 22:25 | 16:36 |
 | Yasha | 2 | 6.90% | 36.7 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 23:54 | 19:45 | 19:45 | 28:02 | 28:02 | 28:02 | 08:17 | 06:08 |
 | Morbid Mask | 2 | 6.90% | 34.7 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 33:49 | 22:23 | 22:23 | 45:15 | 45:15 | 45:15 | 22:52 | 16:56 |
 | Orchid Malevolence | 4 | 13.79% | 32.7 | 25.00% | -11.00% | +75.00% | -25.00% | 0.00% | 28:33 | 23:41 | 23:41 | 24:17 | 30:14 | 35:59 | 06:33 | 04:51 |
 | Monkey King Bar | 1 | 3.45% | 30.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 6.90% | 28.6 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 04:02 | 03:55 | 03:55 | 04:08 | 04:08 | 04:08 | 00:13 | 00:09 |
 | Orb of Corrosion | 2 | 6.90% | 26.5 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 04:21 | 03:57 | 03:57 | 04:44 | 04:44 | 04:44 | 00:47 | 00:34 |
 | Javelin | 1 | 3.45% | 24.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Bloodthorn | 2 | 6.90% | 22.4 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 32:51 | 29:01 | 29:01 | 36:41 | 36:41 | 36:41 | 07:40 | 05:40 |
 | Blight Stone | 3 | 10.34% | 20.4 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 02:12 | -01:28 | -01:28 | 03:55 | 04:08 | 04:08 | 05:36 | 04:08 |
 | Abyssal Blade | 2 | 6.90% | 18.4 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 43:06 | 38:07 | 38:07 | 48:04 | 48:04 | 48:04 | 09:57 | 07:22 |
 | Nullifier | 1 | 3.45% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:09 | 1:06:09 | 1:06:09 | 1:06:09 | 1:06:09 | 1:06:09 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 6.90% | 14.3 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 03:09 | 02:23 | 02:23 | 03:55 | 03:55 | 03:55 | 01:32 | 01:08 |
 | Bracer | 4 | 13.79% | 12.2 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 01:40 | 01:10 | 01:10 | 01:31 | 01:56 | 02:04 | 00:46 | 00:34 |
 | Wraith Band | 1 | 3.45% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 3.45% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 00:00 | 00:00 |
 | Aghanim's Scepter | 4 | 13.79% | 6.1 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 28:01 | 18:17 | 18:17 | 22:02 | 31:36 | 40:07 | 13:19 | 09:51 |
 | Vanguard | 2 | 6.90% | 4.1 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 42:58 | 38:07 | 38:07 | 47:48 | 47:48 | 47:48 | 09:41 | 07:10 |
 | Skull Basher | 2 | 6.90% | 2.0 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 38:45 | 34:07 | 34:07 | 43:23 | 43:23 | 43:23 | 09:16 | 06:51 |