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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 | |
 | Swift Blink | 44 | 30.34% | 100.0 | 70.45% | +28.87% | +11.37% | +2.28% | -1.22% | 39:42 | 30:16 | 35:01 | 38:40 | 42:29 | 53:19 | 07:28 | 05:31 |
 | Daedalus | 66 | 45.52% | 97.9 | 59.09% | +16.05% | +11.50% | -27.84% | -7.74% | 30:53 | 24:30 | 28:01 | 28:56 | 33:06 | 50:45 | 05:05 | 03:45 |
 | Blink Dagger | 135 | 93.10% | 95.7 | 53.33% | +43.33% | +8.43% | -6.27% | -2.27% | 18:13 | 09:16 | 14:23 | 17:43 | 20:51 | 47:29 | 06:28 | 04:47 |
 | Magic Wand | 103 | 71.03% | 93.6 | 54.37% | +13.89% | +3.32% | -0.52% | -0.75% | 05:03 | -01:29 | 02:14 | 05:03 | 07:21 | 17:26 | 05:07 | 03:47 |
 | Magic Stick | 107 | 73.79% | 91.5 | 53.27% | +11.16% | +2.29% | +2.29% | 0.00% | 00:37 | -01:29 | -01:29 | -01:29 | 02:15 | 15:02 | 03:44 | 02:45 |
 | Fluffy Hat | 46 | 31.72% | 89.4 | 58.70% | +12.24% | +16.30% | -13.25% | -3.31% | 31:04 | 05:02 | 26:37 | 30:39 | 35:33 | 48:13 | 08:56 | 06:37 |
 | Dragon Lance | 134 | 92.41% | 87.2 | 51.49% | +15.13% | +19.10% | -18.16% | -24.84% | 11:11 | 08:12 | 09:47 | 10:38 | 11:17 | 27:08 | 01:30 | 01:06 |
 | Black King Bar | 132 | 91.03% | 85.1 | 51.52% | +13.06% | +9.09% | -21.22% | -10.16% | 22:11 | 17:24 | 20:10 | 21:53 | 23:09 | 35:07 | 02:59 | 02:12 |
 | Boots of Speed | 145 | 100.00% | 83.0 | 50.34% | +50.34% | -5.90% | -3.12% | 1.40% | 03:26 | 01:17 | 02:17 | 03:26 | 04:16 | 06:36 | 01:59 | 01:28 |
 | Power Treads | 145 | 100.00% | 80.9 | 50.34% | +50.34% | +2.44% | -11.45% | -9.47% | 06:21 | 03:51 | 05:36 | 06:13 | 07:04 | 09:32 | 01:28 | 01:05 |
 | Force Staff | 45 | 31.03% | 78.7 | 57.78% | +10.78% | +14.95% | -12.33% | -3.01% | 31:47 | 21:47 | 26:37 | 31:32 | 35:41 | 48:13 | 09:04 | 06:42 |
 | Blight Stone | 142 | 97.93% | 76.6 | 50.00% | -16.67% | +5.56% | -12.86% | -2.74% | 08:32 | -01:29 | 04:57 | 09:11 | 11:41 | 18:26 | 06:44 | 04:59 |
 | Desolator | 140 | 96.55% | 74.5 | 50.00% | -10.00% | +15.71% | -12.86% | -10.99% | 16:26 | 11:50 | 14:40 | 15:41 | 17:16 | 27:47 | 02:36 | 01:55 |
 | Crystalys | 91 | 62.76% | 72.3 | 51.65% | +3.50% | +13.57% | -21.22% | -11.10% | 26:42 | 20:07 | 24:32 | 25:35 | 27:40 | 50:30 | 03:08 | 02:19 |
 | Hurricane Pike | 44 | 30.34% | 70.2 | 56.82% | +9.30% | +15.91% | -11.37% | -3.07% | 32:08 | 22:16 | 27:00 | 31:30 | 35:54 | 48:13 | 08:54 | 06:35 |
 | Aghanim's Blessing | 7 | 4.83% | 68.1 | 85.71% | +37.16% | +14.29% | -35.71% | 0.00% | 44:05 | 32:06 | 38:57 | 46:31 | 47:39 | 53:23 | 08:42 | 06:26 |
 | Void Stone | 23 | 15.86% | 66.0 | 60.87% | +12.51% | -10.87% | -27.54% | -1.27% | 33:41 | 18:40 | 26:40 | 32:23 | 39:48 | 51:16 | 13:08 | 09:43 |
 | Quelling Blade | 90 | 62.07% | 63.8 | 47.78% | -6.77% | +13.09% | -2.33% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:29 | 02:32 | 00:00 | 00:00 |
 | Linken's Sphere | 14 | 9.66% | 61.7 | 64.29% | +15.44% | +35.71% | -30.96% | 0.00% | 33:52 | 22:37 | 26:58 | 32:26 | 40:04 | 47:08 | 13:06 | 09:42 |
 | Bottle | 35 | 24.14% | 59.6 | 51.43% | +1.43% | +4.13% | -18.10% | -22.23% | 01:38 | 01:04 | 01:28 | 01:37 | 01:48 | 02:31 | 00:20 | 00:14 |
 | Eye of Skadi | 8 | 5.52% | 57.4 | 75.00% | +26.09% | +25.00% | -25.00% | 0.00% | 36:24 | 22:49 | 30:42 | 34:10 | 40:34 | 56:55 | 09:52 | 07:18 |
 | Ring of Basilius | 34 | 23.45% | 55.3 | 50.00% | -0.45% | +5.56% | -25.00% | -13.19% | 06:46 | 02:50 | 05:32 | 06:32 | 07:51 | 11:34 | 02:19 | 01:42 |
 | Nullifier | 13 | 8.97% | 53.2 | 61.54% | +12.30% | +38.46% | +5.13% | 0.00% | 36:31 | 25:43 | 28:25 | 32:01 | 38:42 | 57:50 | 10:17 | 07:37 |
 | Helm of Iron Will | 13 | 8.97% | 51.1 | 61.54% | +12.30% | +38.46% | +5.13% | 0.00% | 35:18 | 25:07 | 27:10 | 31:23 | 37:47 | 55:42 | 10:37 | 07:51 |
 | Ring of Health | 16 | 11.03% | 48.9 | 56.25% | +6.64% | +43.75% | -31.25% | 0.00% | 35:04 | 22:16 | 26:46 | 34:17 | 40:09 | 47:23 | 13:23 | 09:54 |
 | Aghanim's Shard | 32 | 22.07% | 46.8 | 43.75% | -8.46% | +31.25% | -18.75% | -3.55% | 30:30 | 16:12 | 22:23 | 29:01 | 36:29 | 51:22 | 14:06 | 10:26 |
 | Aghanim's Scepter | 11 | 7.59% | 44.7 | 54.55% | +4.55% | +12.12% | +12.12% | 0.00% | 34:28 | 22:20 | 26:37 | 30:31 | 33:14 | 53:23 | 06:37 | 04:54 |
 | Shadow Blade | 11 | 7.59% | 42.6 | 54.55% | +4.55% | +45.45% | -21.22% | 0.00% | 30:38 | 24:43 | 28:06 | 30:10 | 30:31 | 38:40 | 02:25 | 01:47 |
 | Silver Edge | 11 | 7.59% | 40.4 | 54.55% | +4.55% | +45.45% | -21.22% | 0.00% | 31:03 | 25:07 | 28:12 | 30:53 | 31:45 | 38:41 | 03:33 | 02:37 |
 | Bloodthorn | 6 | 4.14% | 38.3 | 66.67% | +17.03% | -66.67% | +33.33% | 0.00% | 36:34 | 29:48 | 34:22 | 34:27 | 35:05 | 51:16 | 00:43 | 00:31 |
 | Mage Slayer | 6 | 4.14% | 36.2 | 66.67% | +17.03% | -16.67% | +33.33% | 0.00% | 35:59 | 28:07 | 33:41 | 34:11 | 34:34 | 51:03 | 00:53 | 00:39 |
 | Monkey King Bar | 20 | 13.79% | 34.0 | 40.00% | -12.00% | +20.00% | 0.00% | -2.55% | 30:36 | 17:14 | 25:51 | 28:39 | 33:41 | 51:18 | 07:50 | 05:48 |
 | Orchid Malevolence | 7 | 4.83% | 31.9 | 57.14% | +7.14% | -57.14% | +42.86% | 0.00% | 30:31 | 18:50 | 22:31 | 30:54 | 31:59 | 51:16 | 09:28 | 07:00 |
 | Wraith Band | 18 | 12.41% | 29.8 | 38.89% | -13.08% | +1.11% | -13.89% | -7.69% | 03:10 | -00:35 | 02:20 | 02:54 | 04:17 | 05:27 | 01:57 | 01:26 |
 | Javelin | 22 | 15.17% | 27.7 | 36.36% | -16.49% | +13.64% | +3.64% | -1.40% | 30:13 | 16:12 | 26:29 | 29:17 | 33:38 | 50:07 | 07:09 | 05:17 |
 | Butterfly | 5 | 3.45% | 25.5 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 31:06 | 24:44 | 24:44 | 30:40 | 34:46 | 35:34 | 10:02 | 07:25 |
 | Falcon Blade | 1 | 0.69% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:18 | 06:18 | 06:18 | 06:18 | 06:18 | 06:18 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 0.69% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 00:00 | 00:00 |
 | Buckler | 1 | 0.69% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.69% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:39 | 53:39 | 53:39 | 53:39 | 53:39 | 53:39 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.69% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Refresher Orb | 3 | 2.07% | 12.8 | 33.33% | -17.37% | -33.33% | 0.00% | 0.00% | 46:01 | 42:58 | 42:58 | 47:29 | 47:36 | 47:36 | 04:38 | 03:25 |
 | Wind Lace | 2 | 1.38% | 10.6 | 0.00% | -51.05% | 0.00% | 0.00% | 0.00% | 02:43 | -01:29 | -01:29 | 06:54 | 06:54 | 06:54 | 08:23 | 06:12 |
 | Yasha | 1 | 0.69% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 00:00 | 00:00 |
 | Sange | 1 | 0.69% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.69% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:53 | 48:53 | 48:53 | 48:53 | 48:53 | 48:53 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.69% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 00:00 | 00:00 |