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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 | |
 | Morbid Mask | 13 | 14.94% | 100.0 | 92.31% | +47.72% | +7.69% | +7.69% | 0.00% | 33:59 | 16:55 | 27:20 | 34:51 | 39:41 | 44:53 | 12:21 | 09:08 |
 | Satanic | 7 | 8.05% | 98.5 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 39:37 | 32:01 | 33:38 | 40:37 | 41:16 | 45:08 | 07:38 | 05:39 |
 | Eye of Skadi | 22 | 25.29% | 97.1 | 72.73% | +28.11% | -22.73% | +27.27% | 9.80% | 31:29 | 23:27 | 28:35 | 30:00 | 33:41 | 45:35 | 05:06 | 03:46 |
 | Spirit Vessel | 26 | 29.89% | 95.6 | 69.23% | +24.97% | +16.48% | -19.23% | -6.85% | 15:07 | 09:50 | 11:55 | 14:34 | 17:08 | 24:43 | 05:13 | 03:51 |
 | Blink Dagger | 5 | 5.75% | 94.1 | 100.00% | +51.22% | 0.00% | 0.00% | 0.00% | 33:07 | 22:52 | 22:52 | 31:48 | 36:31 | 45:50 | 13:39 | 10:06 |
 | Wraith Band | 41 | 47.13% | 92.6 | 63.41% | +22.11% | -3.41% | +6.59% | 6.32% | 02:53 | 00:46 | 01:34 | 02:17 | 03:09 | 11:49 | 01:35 | 01:10 |
 | Aghanim's Scepter | 13 | 14.94% | 91.2 | 76.92% | +29.62% | +23.08% | -76.92% | -10.45% | 28:15 | 19:48 | 21:08 | 27:42 | 30:42 | 40:29 | 09:34 | 07:05 |
 | Ring of Protection | 31 | 35.63% | 89.7 | 64.52% | +19.88% | -2.02% | -14.52% | -2.81% | 04:05 | -01:29 | 01:32 | 03:53 | 05:59 | 10:56 | 04:27 | 03:17 |
 | Urn of Shadows | 31 | 35.63% | 88.2 | 64.52% | +19.88% | -2.02% | -14.52% | -3.25% | 06:43 | 02:29 | 04:58 | 05:59 | 08:49 | 12:08 | 03:51 | 02:51 |
 | Daedalus | 16 | 18.39% | 86.8 | 68.75% | +20.86% | +6.25% | -18.75% | -3.56% | 32:51 | 25:42 | 28:57 | 31:59 | 35:58 | 40:46 | 07:01 | 05:11 |
 | Crystalys | 20 | 22.99% | 85.3 | 65.00% | +17.24% | -5.00% | -5.00% | 0.00% | 29:02 | 17:37 | 24:18 | 29:08 | 31:35 | 38:48 | 07:17 | 05:23 |
 | Vladmir's Offering | 4 | 4.60% | 83.8 | 100.00% | +50.60% | 0.00% | 0.00% | 0.00% | 26:55 | 18:58 | 18:58 | 24:22 | 29:29 | 34:52 | 10:31 | 07:47 |
 | Magic Stick | 71 | 81.61% | 82.4 | 50.70% | -5.55% | -11.81% | -0.70% | 2.47% | 02:56 | -01:29 | -01:29 | 01:50 | 05:59 | 20:38 | 07:28 | 05:31 |
 | Mjollnir | 15 | 17.24% | 80.9 | 66.67% | +18.06% | +33.33% | -16.67% | -9.09% | 28:42 | 17:02 | 24:20 | 26:59 | 29:50 | 41:47 | 05:30 | 04:04 |
 | Dragon Lance | 36 | 41.38% | 79.4 | 55.56% | +6.54% | +22.22% | +11.11% | -4.47% | 16:23 | 08:18 | 14:27 | 15:18 | 16:56 | 32:57 | 02:29 | 01:50 |
 | Magic Wand | 75 | 86.21% | 77.9 | 49.33% | -17.34% | -7.22% | -1.96% | 1.00% | 05:49 | -01:29 | 02:21 | 04:57 | 07:37 | 25:33 | 05:16 | 03:54 |
 | Black King Bar | 44 | 50.57% | 76.5 | 52.27% | +1.11% | -6.82% | -6.82% | 0.00% | 23:24 | 17:01 | 20:40 | 22:02 | 24:56 | 38:42 | 04:16 | 03:09 |
 | Ring of Health | 24 | 27.59% | 75.0 | 58.33% | +9.12% | -25.00% | +8.34% | 2.51% | 19:57 | 03:31 | 13:08 | 19:06 | 26:25 | 40:53 | 13:17 | 09:50 |
 | Maelstrom | 54 | 62.07% | 73.5 | 50.00% | -4.55% | +7.14% | +3.85% | -1.30% | 15:12 | 08:06 | 11:58 | 13:06 | 14:30 | 51:27 | 02:32 | 01:52 |
 | Gleipnir | 20 | 22.99% | 72.1 | 60.00% | +10.75% | +20.00% | 0.00% | -1.55% | 28:26 | 17:22 | 19:19 | 27:51 | 32:12 | 44:09 | 12:53 | 09:32 |
 | Void Stone | 36 | 41.38% | 70.6 | 52.78% | +1.80% | -8.34% | +2.78% | 0.93% | 22:41 | 09:19 | 14:40 | 21:15 | 26:40 | 42:28 | 12:00 | 08:53 |
 | Javelin | 55 | 63.22% | 69.1 | 49.09% | -7.16% | +8.05% | -6.23% | -3.74% | 11:46 | 03:57 | 07:56 | 09:18 | 11:45 | 46:08 | 03:49 | 02:49 |
 | Boots of Speed | 47 | 54.02% | 67.6 | 48.94% | -6.06% | +9.39% | +1.06% | -2.40% | 08:04 | 02:30 | 04:50 | 05:57 | 08:18 | 43:05 | 03:28 | 02:34 |
 | Power Treads | 44 | 50.57% | 66.2 | 47.73% | -8.08% | -2.28% | +6.82% | 4.44% | 08:07 | 04:23 | 06:23 | 07:14 | 08:26 | 22:12 | 02:03 | 01:31 |
 | Aghanim's Shard | 22 | 25.29% | 64.7 | 54.55% | +3.78% | +12.12% | +25.45% | 1.79% | 30:25 | 19:11 | 26:10 | 30:45 | 33:37 | 43:47 | 07:27 | 05:31 |
 | Linken's Sphere | 20 | 22.99% | 63.2 | 55.00% | +4.25% | +5.00% | +25.00% | 2.32% | 22:45 | 14:10 | 18:35 | 19:48 | 27:13 | 34:55 | 08:38 | 06:23 |
 | Hurricane Pike | 3 | 3.45% | 61.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 34:55 | 29:37 | 29:37 | 34:12 | 40:57 | 40:57 | 11:20 | 08:23 |
 | Aether Lens | 3 | 3.45% | 60.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:58 | 31:21 | 31:21 | 34:53 | 41:41 | 41:41 | 10:20 | 07:39 |
 | Force Staff | 7 | 8.05% | 58.8 | 71.43% | +21.43% | -21.43% | +28.57% | 5.95% | 31:00 | 16:20 | 25:23 | 29:24 | 33:47 | 42:24 | 08:24 | 06:13 |
 | Rod of Atos | 24 | 27.59% | 57.4 | 50.00% | -2.38% | 0.00% | 0.00% | 0.00% | 25:51 | 15:46 | 17:59 | 25:34 | 30:00 | 44:09 | 12:01 | 08:54 |
 | Buckler | 5 | 5.75% | 55.9 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 25:34 | 13:28 | 13:28 | 24:22 | 33:34 | 34:50 | 20:06 | 14:53 |
 | Fluffy Hat | 25 | 28.74% | 54.4 | 48.00% | -5.23% | +18.67% | +2.00% | -2.05% | 10:53 | 02:53 | 03:40 | 05:23 | 11:48 | 42:23 | 08:08 | 06:01 |
 | Ring of Basilius | 18 | 20.69% | 52.9 | 50.00% | -2.17% | -10.00% | +25.00% | 1.95% | 12:37 | 01:19 | 02:56 | 07:26 | 20:54 | 34:51 | 17:58 | 13:18 |
 | Falcon Blade | 16 | 18.39% | 51.5 | 50.00% | -2.11% | +25.00% | 0.00% | -11.36% | 05:33 | 03:57 | 04:12 | 04:55 | 06:24 | 10:08 | 02:12 | 01:37 |
 | Crown | 28 | 32.18% | 50.0 | 42.86% | -13.07% | -28.57% | +14.28% | 2.80% | 22:41 | 09:25 | 13:06 | 22:56 | 28:23 | 44:09 | 15:17 | 11:19 |
 | Quelling Blade | 18 | 20.69% | 48.5 | 44.44% | -9.18% | -24.44% | +5.56% | 30.00% | 01:10 | -01:29 | -01:29 | -01:29 | -01:28 | 12:58 | 00:01 | 00:00 |
 | Desolator | 4 | 4.60% | 47.1 | 75.00% | +24.40% | +25.00% | +25.00% | 0.00% | 24:03 | 20:17 | 20:17 | 21:18 | 26:45 | 27:52 | 06:28 | 04:47 |
 | Lotus Orb | 4 | 4.60% | 45.6 | 75.00% | +24.40% | +25.00% | +25.00% | 0.00% | 29:42 | 22:00 | 22:00 | 27:47 | 31:03 | 37:57 | 09:03 | 06:42 |
 | Wraith Pact | 2 | 2.30% | 44.1 | 100.00% | +49.41% | 0.00% | 0.00% | 0.00% | 26:33 | 22:02 | 22:02 | 31:04 | 31:04 | 31:04 | 09:02 | 06:41 |
 | Moon Shard | 2 | 2.30% | 42.6 | 100.00% | +49.41% | 0.00% | 0.00% | 0.00% | 41:29 | 31:42 | 31:42 | 51:16 | 51:16 | 51:16 | 19:34 | 14:29 |
 | Blight Stone | 8 | 9.20% | 41.2 | 50.00% | -1.90% | -50.00% | 0.00% | 3.28% | 11:58 | -01:29 | 01:34 | 12:46 | 16:48 | 27:20 | 15:14 | 11:17 |
 | Eul's Scepter of Divinity | 3 | 3.45% | 39.7 | 66.67% | +15.48% | +33.33% | 0.00% | 0.00% | 22:26 | 18:06 | 18:06 | 21:51 | 27:20 | 27:20 | 09:14 | 06:50 |
 | Wind Lace | 7 | 8.05% | 38.2 | 42.86% | -9.64% | -42.86% | -42.86% | 0.00% | 18:40 | 13:21 | 15:01 | 18:40 | 20:13 | 27:04 | 05:12 | 03:51 |
 | Helm of Iron Will | 1 | 1.15% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.15% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.15% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Sange | 1 | 1.15% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.15% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 00:00 | 00:00 |
 | Bottle | 1 | 1.15% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.15% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.15% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.15% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:00 | 52:00 | 52:00 | 52:00 | 52:00 | 52:00 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.15% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Mage Slayer | 2 | 2.30% | 22.1 | 50.00% | -1.76% | -50.00% | 0.00% | 0.00% | 33:23 | 30:23 | 30:23 | 36:23 | 36:23 | 36:23 | 06:00 | 04:26 |
 | Scythe of Vyse | 2 | 2.30% | 20.6 | 50.00% | -1.76% | +50.00% | 0.00% | 0.00% | 42:14 | 41:59 | 41:59 | 42:28 | 42:28 | 42:28 | 00:29 | 00:21 |
 | Bracer | 2 | 2.30% | 19.1 | 50.00% | -1.76% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 2.30% | 17.6 | 50.00% | -1.76% | +50.00% | 0.00% | 0.00% | 32:49 | 27:14 | 27:14 | 38:23 | 38:23 | 38:23 | 11:09 | 08:15 |
 | Bloodthorn | 2 | 2.30% | 16.2 | 50.00% | -1.76% | -50.00% | 0.00% | 0.00% | 34:04 | 31:07 | 31:07 | 37:01 | 37:01 | 37:01 | 05:54 | 04:22 |
 | Headdress | 2 | 2.30% | 14.7 | 50.00% | -1.76% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Yasha | 3 | 3.45% | 13.2 | 33.33% | -19.05% | -33.33% | 0.00% | 0.00% | 34:13 | 31:43 | 31:43 | 34:08 | 36:48 | 36:48 | 05:05 | 03:45 |
 | Orchid Malevolence | 7 | 8.05% | 11.8 | 14.29% | -40.71% | -14.29% | +35.71% | 3.98% | 26:43 | 16:41 | 16:53 | 26:40 | 29:27 | 39:52 | 12:34 | 09:18 |
 | Drum of Endurance | 1 | 1.15% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:23 | 16:23 | 16:23 | 16:23 | 16:23 | 16:23 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.15% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 2.30% | 7.4 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 17:55 | 14:09 | 14:09 | 21:40 | 21:40 | 21:40 | 07:31 | 05:34 |
 | Medallion of Courage | 2 | 2.30% | 5.9 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 12:46 | 08:29 | 08:29 | 17:02 | 17:02 | 17:02 | 08:33 | 06:20 |
 | Chainmail | 2 | 2.30% | 4.4 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 12:28 | 08:08 | 08:08 | 16:48 | 16:48 | 16:48 | 08:40 | 06:25 |
 | Radiance | 1 | 1.15% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.15% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 00:00 | 00:00 |