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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 | |
 | Satanic | 37 | 31.62% | 100.0 | 64.86% | +29.86% | +12.92% | -20.42% | -3.59% | 33:30 | 26:07 | 28:22 | 32:41 | 37:39 | 51:17 | 09:17 | 06:52 |
 | Blink Dagger | 5 | 4.27% | 98.4 | 100.00% | +58.04% | 0.00% | 0.00% | 0.00% | 38:38 | 23:54 | 23:54 | 35:05 | 44:19 | 54:57 | 20:25 | 15:07 |
 | Assault Cuirass | 46 | 39.32% | 96.8 | 58.70% | +23.49% | -8.70% | -4.15% | 0.81% | 31:38 | 25:15 | 27:47 | 31:23 | 33:23 | 42:26 | 05:36 | 04:08 |
 | Gleipnir | 79 | 67.52% | 95.2 | 54.43% | +30.75% | +5.57% | -19.43% | -3.87% | 21:22 | 14:30 | 17:19 | 20:18 | 23:47 | 34:27 | 06:28 | 04:47 |
 | Morbid Mask | 43 | 36.75% | 93.5 | 58.14% | +21.65% | +5.50% | -12.69% | -2.59% | 30:57 | 17:43 | 27:44 | 30:57 | 34:45 | 50:59 | 07:01 | 05:11 |
 | Crown | 82 | 70.09% | 91.9 | 52.44% | +26.73% | +14.23% | -17.44% | -3.54% | 18:25 | 05:53 | 13:21 | 16:53 | 22:18 | 34:48 | 08:57 | 06:37 |
 | Ring of Protection | 48 | 41.03% | 90.3 | 56.25% | +20.02% | -6.25% | -6.25% | 0.00% | 30:03 | 15:49 | 26:04 | 29:16 | 32:41 | 42:15 | 06:37 | 04:54 |
 | Buckler | 48 | 41.03% | 88.7 | 56.25% | +20.02% | -6.25% | -6.25% | 0.00% | 30:13 | 17:43 | 26:04 | 29:16 | 32:42 | 42:16 | 06:38 | 04:54 |
 | Rod of Atos | 80 | 68.38% | 87.1 | 52.50% | +25.47% | +7.50% | -17.50% | -3.75% | 20:49 | 14:00 | 16:37 | 19:39 | 23:17 | 34:48 | 06:40 | 04:56 |
 | Aghanim's Shard | 7 | 5.98% | 85.5 | 85.71% | +43.89% | +14.29% | -35.71% | 0.00% | 32:50 | 18:06 | 27:40 | 32:16 | 33:04 | 48:59 | 05:24 | 04:00 |
 | Eye of Skadi | 11 | 9.40% | 83.9 | 72.73% | +31.22% | +27.27% | -39.40% | 0.00% | 35:28 | 26:25 | 30:09 | 34:16 | 38:53 | 47:25 | 08:44 | 06:28 |
 | Maelstrom | 104 | 88.89% | 82.3 | 47.12% | +24.04% | -8.66% | -4.81% | 0.70% | 15:15 | 10:02 | 12:02 | 13:33 | 17:32 | 44:02 | 05:30 | 04:04 |
 | Javelin | 105 | 89.74% | 80.6 | 46.67% | +21.67% | +3.33% | -4.36% | -1.18% | 12:58 | 06:27 | 08:59 | 11:26 | 15:30 | 43:45 | 06:31 | 04:49 |
 | Black King Bar | 105 | 89.74% | 79.0 | 46.67% | +21.67% | -4.36% | -0.52% | 0.80% | 23:07 | 16:45 | 20:07 | 22:25 | 24:55 | 39:35 | 04:48 | 03:33 |
 | Boots of Speed | 116 | 99.15% | 77.4 | 44.83% | +44.83% | -3.45% | 0.00% | 1.68% | 04:08 | 01:26 | 02:51 | 04:01 | 04:54 | 14:03 | 02:03 | 01:31 |
 | Power Treads | 116 | 99.15% | 75.8 | 44.83% | +44.83% | -3.45% | +3.45% | 3.76% | 06:02 | 03:15 | 05:00 | 05:41 | 06:50 | 15:02 | 01:50 | 01:21 |
 | Aghanim's Blessing | 8 | 6.84% | 74.2 | 75.00% | +32.80% | +25.00% | -25.00% | 0.00% | 51:16 | 39:24 | 45:39 | 49:11 | 51:26 | 1:05:15 | 05:47 | 04:17 |
 | Blight Stone | 78 | 66.67% | 72.6 | 44.87% | +1.28% | -14.87% | +2.50% | 0.00% | -00:40 | -01:30 | -01:29 | -01:29 | -01:29 | 36:25 | 00:00 | 00:00 |
 | Aghanim's Scepter | 50 | 42.74% | 71.0 | 48.00% | +6.21% | -9.54% | +18.67% | 5.11% | 20:40 | 12:20 | 14:47 | 16:08 | 20:18 | 1:05:15 | 05:31 | 04:05 |
 | Magic Stick | 67 | 57.26% | 69.4 | 44.78% | +0.78% | +8.16% | -9.49% | -3.32% | 04:42 | -01:30 | 01:02 | 02:22 | 06:21 | 25:47 | 05:19 | 03:56 |
 | Magic Wand | 76 | 64.96% | 67.7 | 42.11% | -6.67% | 0.00% | -15.79% | -2.87% | 05:46 | -01:30 | 01:56 | 05:05 | 07:26 | 25:47 | 05:30 | 04:04 |
 | Silver Edge | 37 | 31.62% | 66.1 | 45.95% | +2.20% | -23.73% | +9.61% | 4.21% | 33:46 | 22:42 | 28:44 | 33:05 | 36:39 | 47:49 | 07:55 | 05:51 |
 | Shadow Blade | 37 | 31.62% | 64.5 | 45.95% | +2.20% | -23.73% | +9.61% | 3.64% | 31:47 | 22:18 | 26:15 | 31:08 | 35:24 | 47:15 | 09:09 | 06:46 |
 | Crystalys | 57 | 48.72% | 62.9 | 42.11% | -4.56% | -13.54% | +7.89% | 3.07% | 31:16 | 17:22 | 27:29 | 31:15 | 34:28 | 46:08 | 06:59 | 05:10 |
 | Butterfly | 5 | 4.27% | 61.3 | 80.00% | +37.14% | +20.00% | +20.00% | 0.00% | 38:45 | 34:54 | 34:54 | 38:38 | 39:52 | 43:19 | 04:58 | 03:40 |
 | Hand of Midas | 36 | 30.77% | 59.7 | 44.44% | 0.00% | +11.12% | -11.11% | -12.24% | 11:31 | 07:46 | 09:06 | 10:02 | 10:55 | 60:00 | 01:49 | 01:20 |
 | Wraith Band | 31 | 26.50% | 58.1 | 41.94% | -3.41% | +8.06% | -41.94% | -25.64% | 04:29 | -01:29 | 01:17 | 02:17 | 03:14 | 29:07 | 01:57 | 01:26 |
 | Void Stone | 20 | 17.09% | 56.5 | 45.00% | +0.67% | -5.00% | +15.00% | 1.56% | 41:01 | 31:51 | 34:12 | 39:05 | 47:00 | 52:00 | 12:48 | 09:28 |
 | Swift Blink | 2 | 1.71% | 54.8 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 41:08 | 37:45 | 37:45 | 44:30 | 44:30 | 44:30 | 06:45 | 05:00 |
 | Orchid Malevolence | 2 | 1.71% | 53.2 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 49:05 | 47:00 | 47:00 | 51:10 | 51:10 | 51:10 | 04:10 | 03:05 |
 | Bloodthorn | 2 | 1.71% | 51.6 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 49:08 | 47:05 | 47:05 | 51:10 | 51:10 | 51:10 | 04:05 | 03:01 |
 | Mage Slayer | 2 | 1.71% | 50.0 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 48:57 | 46:48 | 46:48 | 51:06 | 51:06 | 51:06 | 04:18 | 03:11 |
 | Overwhelming Blink | 2 | 1.71% | 48.4 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 46:39 | 38:14 | 38:14 | 55:04 | 55:04 | 55:04 | 16:50 | 12:28 |
 | Linken's Sphere | 7 | 5.98% | 46.8 | 57.14% | +13.50% | +42.86% | +42.86% | 0.00% | 39:04 | 31:54 | 33:14 | 38:04 | 39:24 | 51:55 | 06:10 | 04:34 |
 | Hurricane Pike | 14 | 11.97% | 45.2 | 42.86% | -1.80% | +7.14% | -42.86% | -4.34% | 32:46 | 24:06 | 26:52 | 31:33 | 38:23 | 46:48 | 11:31 | 08:31 |
 | Ring of Health | 11 | 9.40% | 43.5 | 45.45% | +1.11% | +21.22% | -12.12% | 0.00% | 42:58 | 31:51 | 35:18 | 42:15 | 49:22 | 52:00 | 14:04 | 10:25 |
 | Nullifier | 11 | 9.40% | 41.9 | 45.45% | +1.11% | -45.45% | +54.55% | 0.00% | 33:02 | 24:49 | 27:56 | 32:59 | 35:58 | 42:38 | 08:02 | 05:57 |
 | Moon Shard | 8 | 6.84% | 40.3 | 50.00% | +5.96% | 0.00% | +50.00% | 0.00% | 49:11 | 42:35 | 45:49 | 47:33 | 49:15 | 57:01 | 03:26 | 02:32 |
 | Helm of Iron Will | 12 | 10.26% | 38.7 | 41.67% | -3.09% | -41.67% | +58.33% | 12.88% | 31:50 | 19:35 | 27:41 | 31:03 | 35:27 | 42:30 | 07:46 | 05:45 |
 | Daedalus | 13 | 11.11% | 37.1 | 38.46% | -6.73% | -5.13% | -5.13% | 0.00% | 36:10 | 27:27 | 29:00 | 35:30 | 39:55 | 47:36 | 10:55 | 08:05 |
 | Force Staff | 14 | 11.97% | 35.5 | 35.71% | -9.92% | +14.29% | -35.71% | -5.56% | 30:57 | 21:56 | 26:32 | 29:00 | 35:32 | 46:33 | 09:00 | 06:40 |
 | Fluffy Hat | 14 | 11.97% | 33.9 | 35.71% | -9.92% | +14.29% | -35.71% | -5.63% | 30:54 | 21:55 | 26:32 | 29:00 | 35:25 | 46:33 | 08:53 | 06:34 |
 | Dragon Lance | 15 | 12.82% | 32.3 | 33.33% | -12.75% | +41.67% | -33.33% | -6.15% | 31:15 | 23:01 | 23:48 | 31:08 | 36:00 | 43:00 | 12:12 | 09:02 |
 | Heaven's Halberd | 3 | 2.56% | 30.6 | 66.67% | +22.81% | +33.33% | 0.00% | 0.00% | 25:43 | 24:20 | 24:20 | 25:29 | 27:20 | 27:20 | 03:00 | 02:13 |
 | Mjollnir | 14 | 11.97% | 29.0 | 28.57% | -18.03% | +21.43% | +4.76% | -1.27% | 28:46 | 17:39 | 23:08 | 24:25 | 36:13 | 39:08 | 13:05 | 09:41 |
 | Sange | 4 | 3.42% | 27.4 | 50.00% | +5.75% | -50.00% | -50.00% | 0.00% | 26:18 | 22:47 | 22:47 | 23:09 | 26:17 | 32:59 | 03:30 | 02:35 |
 | Ghost Scepter | 1 | 0.85% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:35 | 29:35 | 29:35 | 29:35 | 29:35 | 29:35 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.85% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 00:00 | 00:00 |
 | Scythe of Vyse | 8 | 6.84% | 22.6 | 25.00% | -20.87% | -25.00% | +25.00% | 0.00% | 37:31 | 32:18 | 32:49 | 36:09 | 39:05 | 45:20 | 06:16 | 04:38 |
 | Chainmail | 8 | 6.84% | 21.0 | 25.00% | -20.87% | -25.00% | +25.00% | 0.00% | 26:35 | 13:10 | 13:17 | 21:48 | 33:21 | 41:52 | 20:04 | 14:51 |
 | Desolator | 2 | 1.71% | 19.4 | 50.00% | +5.65% | -50.00% | 0.00% | 0.00% | 25:38 | 14:51 | 14:51 | 36:25 | 36:25 | 36:25 | 21:34 | 15:58 |
 | Revenant's Brooch | 3 | 2.56% | 17.7 | 33.33% | -11.41% | -33.33% | 0.00% | 0.00% | 35:18 | 31:13 | 31:13 | 32:30 | 42:11 | 42:11 | 10:58 | 08:07 |
 | Refresher Orb | 4 | 3.42% | 16.1 | 25.00% | -20.13% | -25.00% | -25.00% | 0.00% | 49:32 | 48:53 | 48:53 | 48:58 | 49:23 | 50:55 | 00:30 | 00:22 |
 | Monkey King Bar | 5 | 4.27% | 14.5 | 20.00% | -25.54% | -20.00% | -20.00% | 0.00% | 40:54 | 32:16 | 32:16 | 41:19 | 44:28 | 50:37 | 12:12 | 09:02 |
 | Witch Blade | 6 | 5.13% | 12.9 | 16.67% | -29.28% | -16.67% | -16.67% | 0.00% | 27:32 | 14:27 | 19:35 | 25:28 | 33:21 | 41:52 | 13:46 | 10:11 |
 | Wind Lace | 1 | 0.85% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:53 | 05:53 | 05:53 | 05:53 | 05:53 | 05:53 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.85% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 00:00 | 00:00 |
 | Vladmir's Offering | 2 | 1.71% | 8.1 | 0.00% | -45.22% | 0.00% | 0.00% | 0.00% | 20:35 | 19:32 | 19:32 | 21:38 | 21:38 | 21:38 | 02:06 | 01:33 |
 | Ring of Basilius | 2 | 1.71% | 6.5 | 0.00% | -45.22% | 0.00% | 0.00% | 0.00% | 18:18 | 16:47 | 16:47 | 19:49 | 19:49 | 19:49 | 03:02 | 02:14 |
 | Headdress | 1 | 0.85% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 00:00 | 00:00 |
 | Wraith Pact | 2 | 1.71% | 3.2 | 0.00% | -45.22% | 0.00% | 0.00% | 0.00% | 23:25 | 22:12 | 22:12 | 24:38 | 24:38 | 24:38 | 02:26 | 01:48 |
 | Quelling Blade | 1 | 0.85% | 1.6 | 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 |