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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 | |
 | Chainmail | 32 | 17.98% | 100.0 | 65.63% | +26.59% | -3.13% | +9.37% | 1.75% | 20:07 | 10:06 | 15:50 | 18:01 | 22:59 | 36:56 | 07:09 | 05:17 |
 | Medallion of Courage | 32 | 17.98% | 97.2 | 65.63% | +26.59% | -3.13% | +9.37% | 2.40% | 21:14 | 11:47 | 17:47 | 19:25 | 22:59 | 36:57 | 05:12 | 03:51 |
 | Blight Stone | 32 | 17.98% | 94.4 | 65.63% | +26.59% | -3.13% | +9.37% | 1.88% | 20:32 | 10:26 | 16:21 | 19:23 | 22:59 | 36:57 | 06:38 | 04:54 |
 | Aghanim's Shard | 72 | 40.45% | 91.7 | 58.33% | +24.37% | +8.34% | -8.33% | -1.65% | 29:58 | 20:20 | 24:34 | 28:07 | 34:41 | 55:27 | 10:07 | 07:29 |
 | Void Stone | 57 | 32.02% | 88.9 | 59.65% | +23.29% | +4.64% | -2.51% | -0.77% | 27:35 | 15:03 | 22:12 | 26:08 | 31:27 | 53:10 | 09:15 | 06:51 |
 | Solar Crest | 21 | 11.80% | 86.1 | 66.67% | +25.91% | +13.33% | +13.33% | 0.00% | 27:04 | 18:41 | 22:50 | 26:01 | 28:28 | 42:51 | 05:38 | 04:10 |
 | Aether Lens | 40 | 22.47% | 83.3 | 55.00% | +14.42% | +5.00% | +15.00% | 1.60% | 26:42 | 15:19 | 22:59 | 25:47 | 29:15 | 46:33 | 06:16 | 04:38 |
 | Wind Lace | 104 | 58.43% | 80.6 | 48.08% | +10.24% | +9.61% | +17.30% | 0.96% | 13:48 | -01:29 | 08:14 | 12:46 | 16:13 | 37:53 | 07:59 | 05:54 |
 | Fluffy Hat | 77 | 43.26% | 77.8 | 49.35% | +9.75% | +24.33% | +8.54% | -1.61% | 17:11 | 02:11 | 10:53 | 15:55 | 20:42 | 46:39 | 09:49 | 07:16 |
 | Arcane Boots | 61 | 34.27% | 75.0 | 50.82% | +10.65% | -10.82% | -4.15% | 1.04% | 17:14 | 11:04 | 13:20 | 16:25 | 19:45 | 29:41 | 06:25 | 04:45 |
 | Ring of Health | 11 | 6.18% | 72.2 | 72.73% | +30.81% | +27.27% | -6.06% | 0.00% | 34:00 | 22:52 | 27:26 | 31:04 | 33:04 | 53:10 | 05:38 | 04:10 |
 | Boots of Speed | 177 | 99.44% | 69.4 | 43.50% | -56.50% | -13.95% | -0.32% | 4.19% | 08:20 | 02:07 | 06:26 | 08:13 | 09:41 | 27:40 | 03:15 | 02:24 |
 | Glimmer Cape | 33 | 18.54% | 66.7 | 54.55% | +13.17% | +7.95% | -29.55% | -4.51% | 29:06 | 17:40 | 24:28 | 28:46 | 32:47 | 46:40 | 08:19 | 06:09 |
 | Magic Stick | 172 | 96.63% | 63.9 | 43.02% | -23.65% | +8.14% | -10.46% | -3.77% | 03:05 | -01:29 | -01:29 | 01:52 | 06:25 | 17:07 | 07:54 | 05:51 |
 | Crown | 70 | 39.33% | 61.1 | 47.14% | +5.47% | -2.70% | +11.68% | 1.98% | 17:31 | 07:02 | 13:35 | 15:38 | 20:50 | 42:47 | 07:15 | 05:22 |
 | Ghost Scepter | 18 | 10.11% | 58.3 | 61.11% | +19.23% | -41.11% | -11.11% | 0.00% | 34:31 | 24:34 | 30:03 | 32:20 | 40:35 | 45:30 | 10:32 | 07:48 |
 | Tranquil Boots | 81 | 45.51% | 55.6 | 44.44% | +1.14% | -14.44% | +10.56% | 2.84% | 18:35 | 07:14 | 12:57 | 16:13 | 21:45 | 40:19 | 08:48 | 06:31 |
 | Magic Wand | 96 | 53.93% | 52.8 | 42.71% | -2.41% | +11.46% | +3.12% | -2.18% | 12:46 | 03:53 | 10:21 | 12:47 | 14:11 | 30:04 | 03:50 | 02:50 |
 | Force Staff | 41 | 23.03% | 50.0 | 46.34% | +3.27% | +23.66% | -6.34% | -3.01% | 29:00 | 18:31 | 23:36 | 27:22 | 33:35 | 47:02 | 09:59 | 07:23 |
 | Ring of Basilius | 73 | 41.01% | 47.2 | 38.36% | -9.26% | +6.08% | +0.53% | -0.76% | 09:56 | -01:29 | 05:45 | 10:44 | 13:01 | 20:50 | 07:16 | 05:22 |
 | Veil of Discord | 51 | 28.65% | 44.4 | 39.22% | -6.45% | -0.76% | -8.45% | -1.93% | 17:33 | 12:14 | 15:47 | 17:10 | 19:46 | 23:41 | 03:59 | 02:57 |
 | Lotus Orb | 8 | 4.49% | 41.7 | 62.50% | +19.56% | -12.50% | -12.50% | 0.00% | 38:19 | 27:28 | 31:36 | 33:08 | 41:55 | 53:11 | 10:19 | 07:38 |
 | Orb of Venom | 26 | 14.61% | 38.9 | 38.46% | -6.28% | +18.68% | -38.46% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Drum of Endurance | 3 | 1.69% | 36.1 | 66.67% | +23.24% | -66.67% | 0.00% | 0.00% | 35:40 | 22:40 | 22:40 | 38:45 | 45:36 | 45:36 | 22:56 | 16:59 |
 | Blink Dagger | 7 | 3.93% | 33.3 | 42.86% | -1.00% | -42.86% | +57.14% | 0.00% | 37:30 | 19:24 | 29:12 | 37:49 | 45:42 | 49:44 | 16:30 | 12:13 |
 | Ring of Protection | 13 | 7.30% | 30.6 | 30.77% | -14.08% | +2.56% | +2.56% | 0.00% | 00:09 | -01:29 | -01:29 | -01:29 | -01:29 | 11:03 | 00:00 | 00:00 |
 | Hand of Midas | 4 | 2.25% | 27.8 | 50.00% | +6.32% | -50.00% | +50.00% | 0.00% | 27:16 | 11:01 | 11:01 | 11:34 | 26:57 | 59:32 | 15:56 | 11:48 |
 | Urn of Shadows | 1 | 0.56% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 00:00 | 00:00 |
 | Quelling Blade | 9 | 5.06% | 22.2 | 22.22% | -22.75% | +27.78% | -22.22% | 0.00% | 09:38 | -01:29 | -01:29 | 10:15 | 15:35 | 23:47 | 17:04 | 12:38 |
 | Scythe of Vyse | 2 | 1.12% | 19.4 | 50.00% | +6.25% | -50.00% | 0.00% | 0.00% | 35:46 | 29:53 | 29:53 | 41:39 | 41:39 | 41:39 | 11:46 | 08:42 |
 | Morbid Mask | 2 | 1.12% | 16.7 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 32:41 | 25:12 | 25:12 | 40:10 | 40:10 | 40:10 | 14:58 | 11:05 |
 | Soul Ring | 1 | 0.56% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.56% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 00:00 | 00:00 |
 | Buckler | 1 | 0.56% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.56% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:05 | 02:05 | 02:05 | 02:05 | 02:05 | 02:05 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.56% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |