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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 | |
 | Scythe of Vyse | 16 | 27.59% | 100.0 | 68.75% | +25.89% | +31.25% | -68.75% | -17.75% | 36:03 | 26:02 | 32:16 | 35:07 | 37:54 | 49:40 | 05:38 | 04:10 |
 | Aghanim's Scepter | 20 | 34.48% | 97.5 | 65.00% | +22.89% | +15.00% | +15.00% | 0.00% | 30:00 | 21:29 | 24:30 | 27:45 | 32:46 | 41:05 | 08:16 | 06:07 |
 | Spirit Vessel | 34 | 58.62% | 95.0 | 55.88% | +14.21% | +21.90% | -18.38% | -22.38% | 12:46 | 10:18 | 11:27 | 12:18 | 13:15 | 17:44 | 01:48 | 01:20 |
 | Ring of Protection | 48 | 82.76% | 92.5 | 52.08% | +12.08% | -2.08% | -2.08% | 0.00% | 04:17 | 01:17 | 03:34 | 04:14 | 05:02 | 08:41 | 01:28 | 01:05 |
 | Magic Stick | 48 | 82.76% | 90.0 | 52.08% | +12.08% | +31.25% | -18.75% | -20.98% | 03:43 | -01:29 | 01:23 | 02:20 | 03:46 | 14:13 | 02:23 | 01:45 |
 | Urn of Shadows | 48 | 82.76% | 87.5 | 52.08% | +12.08% | +14.59% | -18.75% | -18.02% | 05:42 | 03:49 | 04:40 | 05:38 | 06:31 | 09:05 | 01:51 | 01:22 |
 | Boots of Speed | 58 | 100.00% | 85.0 | 50.00% | +50.00% | +3.33% | -7.14% | -4.11% | 06:21 | 02:58 | 05:03 | 06:16 | 07:36 | 10:21 | 02:33 | 01:53 |
 | Black King Bar | 38 | 65.52% | 82.5 | 52.63% | +7.63% | -2.63% | -8.19% | -0.78% | 25:33 | 17:16 | 21:01 | 24:25 | 28:11 | 42:16 | 07:10 | 05:18 |
 | Hand of Midas | 50 | 86.21% | 80.0 | 50.00% | 0.00% | -3.85% | -16.67% | -2.34% | 14:50 | 07:31 | 12:26 | 14:50 | 17:55 | 21:47 | 05:29 | 04:03 |
 | Null Talisman | 55 | 94.83% | 77.5 | 49.09% | -17.58% | -6.23% | +0.91% | 7.14% | 02:23 | 00:43 | 01:42 | 02:00 | 02:37 | 09:03 | 00:55 | 00:40 |
 | Magic Wand | 39 | 67.24% | 75.0 | 51.28% | +3.91% | +8.72% | -1.28% | -2.14% | 06:30 | 00:28 | 03:32 | 05:41 | 08:12 | 14:41 | 04:40 | 03:27 |
 | Void Stone | 37 | 63.79% | 72.5 | 51.35% | +3.73% | -18.02% | -18.02% | 0.00% | 31:38 | 20:33 | 25:12 | 31:16 | 37:19 | 52:29 | 12:07 | 08:58 |
 | Refresher Orb | 8 | 13.79% | 70.0 | 62.50% | +14.50% | +37.50% | -12.50% | -6.83% | 48:15 | 38:41 | 44:06 | 46:33 | 51:25 | 57:29 | 07:19 | 05:25 |
 | Shiva's Guard | 11 | 18.97% | 67.5 | 54.55% | +5.61% | +12.12% | +45.45% | 3.24% | 36:12 | 27:27 | 28:27 | 34:34 | 38:45 | 56:56 | 10:18 | 07:37 |
 | Wind Lace | 6 | 10.34% | 65.0 | 66.67% | +18.59% | -16.67% | +33.33% | 8.65% | 14:56 | 10:43 | 12:13 | 12:51 | 18:00 | 18:44 | 05:47 | 04:17 |
 | Drum of Endurance | 4 | 6.90% | 62.5 | 75.00% | +26.85% | +25.00% | -75.00% | 0.00% | 16:59 | 14:58 | 14:58 | 17:04 | 17:57 | 17:58 | 02:59 | 02:12 |
 | Ring of Health | 22 | 37.93% | 60.0 | 40.91% | -14.65% | -24.24% | -0.91% | 1.30% | 32:05 | 20:40 | 23:30 | 28:08 | 41:23 | 52:29 | 17:53 | 13:14 |
 | Linken's Sphere | 17 | 29.31% | 57.5 | 41.18% | -12.48% | +8.82% | +33.82% | 3.04% | 32:10 | 21:56 | 25:49 | 28:02 | 34:02 | 1:12:51 | 08:13 | 06:05 |
 | Blink Dagger | 21 | 36.21% | 55.0 | 33.33% | -26.13% | +6.67% | -13.33% | -1.50% | 26:06 | 14:41 | 17:48 | 25:35 | 31:09 | 41:53 | 13:21 | 09:53 |
 | Aghanim's Shard | 14 | 24.14% | 52.5 | 35.71% | -18.84% | -35.71% | +30.96% | 5.94% | 38:54 | 24:42 | 35:46 | 37:35 | 47:00 | 54:56 | 11:14 | 08:19 |
 | Eul's Scepter of Divinity | 1 | 1.72% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 3.45% | 47.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 35:51 | 25:47 | 25:47 | 45:55 | 45:55 | 45:55 | 20:08 | 14:54 |
 | Overwhelming Blink | 2 | 3.45% | 45.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 54:36 | 49:59 | 49:59 | 59:13 | 59:13 | 59:13 | 09:14 | 06:50 |
 | Aghanim's Blessing | 2 | 3.45% | 42.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 47:47 | 45:37 | 45:37 | 49:56 | 49:56 | 49:56 | 04:19 | 03:11 |
 | Quelling Blade | 2 | 3.45% | 40.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 06:35 | 03:54 | 03:54 | 09:16 | 09:16 | 09:16 | 05:22 | 03:58 |
 | Bloodthorn | 3 | 5.17% | 37.5 | 33.33% | -17.58% | -33.33% | 0.00% | 0.00% | 43:02 | 39:19 | 39:19 | 44:49 | 44:57 | 44:57 | 05:38 | 04:10 |
 | Fluffy Hat | 4 | 6.90% | 35.0 | 25.00% | -26.85% | -25.00% | -25.00% | 0.00% | 24:34 | 13:34 | 13:34 | 27:35 | 27:42 | 29:24 | 14:08 | 10:28 |
 | Force Staff | 4 | 6.90% | 32.5 | 25.00% | -26.85% | -25.00% | -25.00% | 0.00% | 25:12 | 16:08 | 16:08 | 27:35 | 27:42 | 29:24 | 11:34 | 08:34 |
 | Orchid Malevolence | 4 | 6.90% | 30.0 | 25.00% | -26.85% | -25.00% | +75.00% | 0.00% | 35:20 | 21:00 | 21:00 | 34:14 | 42:33 | 43:32 | 21:33 | 15:57 |
 | Octarine Core | 2 | 3.45% | 27.5 | 0.00% | -51.79% | 0.00% | 0.00% | 0.00% | 50:45 | 38:15 | 38:15 | 1:03:14 | 1:03:14 | 1:03:14 | 24:59 | 18:30 |
 | Chainmail | 1 | 1.72% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:57 | 17:57 | 17:57 | 17:57 | 17:57 | 17:57 | 00:00 | 00:00 |
 | Aether Lens | 3 | 5.17% | 22.5 | 0.00% | -52.73% | 0.00% | 0.00% | 0.00% | 41:03 | 22:05 | 22:05 | 37:49 | 1:03:14 | 1:03:14 | 41:09 | 30:28 |
 | Moon Shard | 1 | 1.72% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.72% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.72% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 00:00 | 00:00 |
 | Crown | 1 | 1.72% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.72% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.72% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:57 | 17:57 | 17:57 | 17:57 | 17:57 | 17:57 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.72% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:05 | 19:05 | 19:05 | 19:05 | 19:05 | 19:05 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.72% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:57 | 17:57 | 17:57 | 17:57 | 17:57 | 17:57 | 00:00 | 00:00 |