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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 | |
 | Solar Crest | 23 | 20.00% | 100.0 | 73.91% | +26.08% | +9.42% | +9.42% | 0.00% | 21:38 | 14:33 | 16:54 | 22:13 | 24:18 | 33:23 | 07:24 | 05:28 |
 | Crown | 55 | 47.83% | 98.1 | 61.82% | +16.82% | -18.96% | -11.82% | 0.92% | 16:53 | 08:55 | 11:52 | 15:28 | 19:36 | 31:59 | 07:44 | 05:43 |
 | Wind Lace | 65 | 56.52% | 96.2 | 60.00% | +16.00% | +8.75% | +2.50% | -0.51% | 14:30 | -01:29 | 07:54 | 13:42 | 20:15 | 41:25 | 12:21 | 09:08 |
 | Ring of Basilius | 37 | 32.17% | 94.3 | 62.16% | +13.44% | +4.51% | +15.62% | 1.63% | 12:18 | 01:39 | 05:53 | 11:16 | 12:43 | 30:14 | 06:50 | 05:03 |
 | Magic Wand | 97 | 84.35% | 92.5 | 54.64% | +10.20% | -4.64% | -4.64% | 0.00% | 09:17 | 01:29 | 07:05 | 09:20 | 11:20 | 33:41 | 04:15 | 03:08 |
 | Boots of Speed | 115 | 100.00% | 90.6 | 53.04% | +53.04% | +2.13% | -8.21% | -3.17% | 06:40 | -01:29 | 05:03 | 06:31 | 08:19 | 19:07 | 03:16 | 02:25 |
 | Magic Stick | 115 | 100.00% | 88.7 | 53.04% | +53.04% | -4.76% | -11.66% | -1.09% | 03:52 | -01:29 | 00:31 | 02:45 | 06:51 | 21:39 | 06:20 | 04:41 |
 | Tranquil Boots | 46 | 40.00% | 86.8 | 58.70% | +9.42% | +16.30% | +4.94% | -0.89% | 17:47 | 06:48 | 10:05 | 15:55 | 22:54 | 41:29 | 12:49 | 09:29 |
 | Void Stone | 69 | 60.00% | 84.9 | 55.07% | +5.07% | -2.13% | -13.89% | -1.33% | 21:36 | 12:05 | 15:45 | 18:16 | 24:34 | 50:11 | 08:49 | 06:31 |
 | Aghanim's Scepter | 35 | 30.43% | 83.0 | 60.00% | +10.00% | +6.67% | +6.67% | 0.00% | 33:27 | 23:56 | 30:28 | 33:03 | 36:40 | 44:16 | 06:12 | 04:35 |
 | Aeon Disk | 14 | 12.17% | 81.1 | 71.43% | +20.93% | +28.57% | -38.10% | -5.97% | 34:12 | 17:47 | 28:34 | 34:15 | 39:44 | 51:31 | 11:10 | 08:16 |
 | Blight Stone | 56 | 48.70% | 79.2 | 55.36% | +4.51% | -26.79% | -5.36% | 0.00% | 00:23 | -01:29 | -01:29 | -01:29 | -01:29 | 28:49 | 00:00 | 00:00 |
 | Medallion of Courage | 30 | 26.09% | 77.4 | 60.00% | +9.41% | +15.00% | -17.14% | -4.97% | 15:06 | 05:24 | 12:09 | 14:23 | 18:37 | 28:49 | 06:28 | 04:47 |
 | Veil of Discord | 30 | 26.09% | 75.5 | 60.00% | +9.41% | -10.00% | +11.43% | 5.00% | 17:51 | 12:16 | 14:30 | 15:32 | 18:47 | 32:37 | 04:17 | 03:10 |
 | Chainmail | 31 | 26.96% | 73.6 | 58.06% | +6.87% | +29.44% | -20.56% | -7.18% | 14:42 | 04:29 | 11:15 | 14:49 | 18:13 | 28:49 | 06:58 | 05:09 |
 | Aether Lens | 60 | 52.17% | 71.7 | 50.00% | -6.36% | +3.33% | -10.00% | -1.65% | 21:47 | 13:43 | 16:36 | 19:09 | 24:41 | 50:11 | 08:05 | 05:59 |
 | Arcane Boots | 62 | 53.91% | 69.8 | 48.39% | -10.10% | +7.86% | -15.06% | -4.14% | 14:21 | 05:31 | 10:50 | 12:31 | 16:22 | 34:48 | 05:32 | 04:05 |
 | Fluffy Hat | 37 | 32.17% | 67.9 | 48.65% | -6.48% | +6.91% | -15.32% | -1.94% | 20:21 | 08:02 | 14:47 | 19:18 | 26:16 | 36:46 | 11:29 | 08:30 |
 | Rod of Atos | 3 | 2.61% | 66.0 | 100.00% | +48.21% | 0.00% | 0.00% | 0.00% | 28:20 | 25:37 | 25:37 | 26:46 | 32:38 | 32:38 | 07:01 | 05:11 |
 | Octarine Core | 3 | 2.61% | 64.2 | 100.00% | +48.21% | 0.00% | 0.00% | 0.00% | 46:20 | 43:02 | 43:02 | 46:39 | 49:18 | 49:18 | 06:16 | 04:38 |
 | Force Staff | 32 | 27.83% | 62.3 | 43.75% | -12.88% | +6.25% | -18.75% | -3.83% | 26:37 | 16:40 | 23:06 | 25:43 | 29:38 | 37:37 | 06:32 | 04:50 |
 | Blink Dagger | 6 | 5.22% | 60.4 | 66.67% | +14.38% | +33.33% | -66.67% | -16.00% | 38:11 | 18:51 | 38:17 | 39:18 | 44:32 | 45:20 | 06:15 | 04:37 |
 | Ring of Protection | 18 | 15.65% | 58.5 | 44.44% | -10.20% | -4.44% | +5.56% | 1.60% | 06:11 | -01:29 | 02:28 | 04:33 | 08:43 | 25:40 | 06:15 | 04:37 |
 | Scythe of Vyse | 4 | 3.48% | 56.6 | 75.00% | +22.75% | +25.00% | -75.00% | 0.00% | 39:48 | 32:27 | 32:27 | 32:37 | 44:21 | 49:47 | 11:54 | 08:48 |
 | Spirit Vessel | 10 | 8.70% | 54.7 | 50.00% | -3.33% | +50.00% | 0.00% | -7.59% | 20:22 | 16:52 | 17:12 | 18:18 | 23:47 | 25:11 | 06:35 | 04:52 |
 | Wraith Band | 2 | 1.74% | 52.8 | 100.00% | +47.79% | 0.00% | 0.00% | 0.00% | 05:06 | 03:19 | 03:19 | 06:52 | 06:52 | 06:52 | 03:33 | 02:37 |
 | Skull Basher | 2 | 1.74% | 50.9 | 100.00% | +47.79% | 0.00% | 0.00% | 0.00% | 48:19 | 41:22 | 41:22 | 55:16 | 55:16 | 55:16 | 13:54 | 10:17 |
 | Urn of Shadows | 17 | 14.78% | 49.1 | 41.18% | -13.92% | +8.82% | +8.82% | 0.00% | 07:43 | 03:18 | 04:58 | 06:33 | 10:40 | 14:07 | 05:42 | 04:13 |
 | Ring of Health | 5 | 4.35% | 47.2 | 60.00% | +7.27% | +40.00% | +40.00% | 0.00% | 38:39 | 18:45 | 18:45 | 37:58 | 39:04 | 1:04:49 | 20:19 | 15:02 |
 | Lotus Orb | 3 | 2.61% | 45.3 | 66.67% | +13.99% | +33.33% | 0.00% | 0.00% | 31:31 | 20:32 | 20:32 | 32:48 | 41:14 | 41:14 | 20:42 | 15:20 |
 | Maelstrom | 4 | 3.48% | 43.4 | 50.00% | -3.15% | +50.00% | -50.00% | 0.00% | 28:13 | 14:52 | 14:52 | 16:35 | 30:26 | 50:58 | 15:34 | 11:31 |
 | Aghanim's Shard | 4 | 3.48% | 41.5 | 50.00% | -3.15% | -50.00% | +50.00% | 0.00% | 39:17 | 34:51 | 34:51 | 39:21 | 39:23 | 43:32 | 04:32 | 03:21 |
 | Javelin | 4 | 3.48% | 39.6 | 50.00% | -3.15% | -50.00% | -50.00% | 0.00% | 27:06 | 12:54 | 12:54 | 14:25 | 30:06 | 50:58 | 17:12 | 12:44 |
 | Abyssal Blade | 1 | 0.87% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:05 | 1:05:05 | 1:05:05 | 1:05:05 | 1:05:05 | 1:05:05 | 00:00 | 00:00 |
 | Gleipnir | 1 | 0.87% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.87% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:49 | 1:04:49 | 1:04:49 | 1:04:49 | 1:04:49 | 1:04:49 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.87% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.87% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Buckler | 1 | 0.87% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.87% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.87% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 00:00 | 00:00 |
 | Bracer | 1 | 0.87% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:14 | 13:14 | 13:14 | 13:14 | 13:14 | 13:14 | 00:00 | 00:00 |
 | Glimmer Cape | 10 | 8.70% | 20.8 | 30.00% | -25.24% | -30.00% | +70.00% | 6.56% | 36:19 | 25:11 | 26:10 | 36:42 | 41:24 | 52:35 | 15:14 | 11:17 |
 | Bottle | 1 | 0.87% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.87% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 00:00 | 00:00 |
 | Ghost Scepter | 4 | 3.48% | 15.1 | 0.00% | -54.95% | 0.00% | 0.00% | 0.00% | 29:12 | 22:42 | 22:42 | 25:22 | 33:15 | 35:28 | 10:33 | 07:48 |
 | Ethereal Blade | 2 | 1.74% | 13.2 | 0.00% | -53.98% | 0.00% | 0.00% | 0.00% | 35:29 | 29:57 | 29:57 | 41:01 | 41:01 | 41:01 | 11:04 | 08:11 |
 | Kaya | 2 | 1.74% | 11.3 | 0.00% | -53.98% | 0.00% | 0.00% | 0.00% | 38:52 | 34:05 | 34:05 | 43:39 | 43:39 | 43:39 | 09:34 | 07:05 |
 | Power Treads | 1 | 0.87% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 00:00 | 00:00 |
 | Sange | 1 | 0.87% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.87% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 00:00 | 00:00 |
 | Headdress | 2 | 1.74% | 3.8 | 0.00% | -53.98% | 0.00% | 0.00% | 0.00% | 11:30 | 03:27 | 03:27 | 19:32 | 19:32 | 19:32 | 16:05 | 11:54 |
 | Black King Bar | 2 | 1.74% | 1.9 | 0.00% | -53.98% | 0.00% | 0.00% | 0.00% | 41:44 | 31:55 | 31:55 | 51:32 | 51:32 | 51:32 | 19:37 | 14:31 |