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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 | |
 | Fluffy Hat | 51 | 45.95% | 100.0 | 58.82% | +18.82% | +18.10% | -4.97% | -2.46% | 20:12 | -01:29 | 14:03 | 18:53 | 23:25 | 42:56 | 09:22 | 06:56 |
 | Headdress | 28 | 25.23% | 97.6 | 64.29% | +20.92% | +7.14% | -21.43% | -5.37% | 18:35 | 13:36 | 14:50 | 18:45 | 20:09 | 27:54 | 05:19 | 03:56 |
 | Crown | 36 | 32.43% | 95.2 | 61.11% | +18.44% | +5.56% | -5.55% | -0.75% | 22:18 | 09:38 | 14:09 | 19:21 | 29:03 | 55:07 | 14:54 | 11:02 |
 | Magic Wand | 66 | 59.46% | 92.9 | 56.06% | +18.28% | -3.12% | +0.19% | 0.37% | 13:04 | 02:28 | 08:05 | 11:53 | 16:59 | 29:18 | 08:54 | 06:35 |
 | Blink Dagger | 65 | 58.56% | 90.5 | 55.38% | +16.25% | -5.38% | -5.38% | 0.00% | 25:57 | 14:48 | 20:10 | 24:23 | 30:40 | 44:48 | 10:30 | 07:46 |
 | Holy Locket | 27 | 24.32% | 88.1 | 62.96% | +18.91% | +8.47% | -5.82% | -4.20% | 20:42 | 15:15 | 18:30 | 20:47 | 21:54 | 28:38 | 03:24 | 02:31 |
 | Boots of Speed | 111 | 100.00% | 85.7 | 48.65% | +48.65% | +12.06% | -12.94% | -6.20% | 06:01 | -01:29 | 04:32 | 06:33 | 08:34 | 13:35 | 04:02 | 02:59 |
 | Wind Lace | 73 | 65.77% | 83.3 | 50.68% | +5.94% | -0.68% | -0.68% | 0.00% | 10:51 | -01:29 | 04:56 | 10:03 | 13:37 | 44:29 | 08:41 | 06:25 |
 | Magic Stick | 105 | 94.59% | 81.0 | 47.62% | -19.05% | -9.16% | +2.38% | 1.53% | 05:02 | -01:30 | 00:55 | 03:25 | 08:28 | 26:31 | 07:33 | 05:35 |
 | Arcane Boots | 46 | 41.44% | 78.6 | 52.17% | +6.02% | +22.83% | -33.99% | -14.26% | 14:37 | 03:25 | 11:53 | 12:54 | 15:52 | 42:13 | 03:59 | 02:57 |
 | Void Stone | 26 | 23.42% | 76.2 | 57.69% | +11.81% | -0.55% | -24.36% | -1.41% | 26:35 | 10:01 | 17:45 | 23:51 | 34:38 | 51:52 | 16:53 | 12:30 |
 | Aghanim's Shard | 31 | 27.93% | 73.8 | 54.84% | +8.59% | -4.84% | -4.84% | 0.00% | 29:38 | 20:48 | 24:29 | 27:36 | 32:23 | 60:10 | 07:54 | 05:51 |
 | Ring of Health | 20 | 18.02% | 71.4 | 60.00% | +13.85% | +20.00% | -40.00% | -2.76% | 28:07 | 04:50 | 15:46 | 24:31 | 37:31 | 51:52 | 21:45 | 16:06 |
 | Solar Crest | 18 | 16.22% | 69.0 | 61.11% | +14.87% | +18.89% | +13.89% | -0.39% | 29:09 | 19:23 | 21:30 | 25:49 | 34:24 | 55:20 | 12:54 | 09:33 |
 | Chainmail | 34 | 30.63% | 66.7 | 52.94% | +6.19% | +2.62% | -2.94% | -0.44% | 18:55 | 08:44 | 11:54 | 15:34 | 24:34 | 38:57 | 12:40 | 09:22 |
 | Orb of Venom | 46 | 41.44% | 64.3 | 50.00% | +2.31% | -8.33% | +4.55% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Force Staff | 22 | 19.82% | 61.9 | 54.55% | +7.36% | -21.22% | +25.45% | 4.55% | 29:35 | 20:21 | 23:25 | 30:16 | 33:41 | 42:56 | 10:16 | 07:36 |
 | Tranquil Boots | 40 | 36.04% | 59.5 | 47.50% | -1.80% | +12.50% | -27.50% | -9.96% | 14:28 | 04:22 | 10:49 | 12:28 | 14:50 | 38:31 | 04:01 | 02:58 |
 | Ring of Basilius | 11 | 9.91% | 57.1 | 63.64% | +16.64% | +3.03% | +36.36% | 0.00% | 07:42 | -01:29 | 02:46 | 07:27 | 10:29 | 16:41 | 07:43 | 05:42 |
 | Veil of Discord | 9 | 8.11% | 54.8 | 66.67% | +19.61% | +33.33% | -16.67% | 0.00% | 19:51 | 13:12 | 14:25 | 15:12 | 20:09 | 35:43 | 05:44 | 04:14 |
 | Aether Lens | 3 | 2.70% | 52.4 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 33:05 | 27:37 | 27:37 | 34:38 | 37:00 | 37:00 | 09:23 | 06:57 |
 | Medallion of Courage | 24 | 21.62% | 50.0 | 50.00% | +1.72% | +16.67% | 0.00% | -1.22% | 22:18 | 11:01 | 14:16 | 20:24 | 27:55 | 38:57 | 13:39 | 10:06 |
 | Blight Stone | 24 | 21.62% | 47.6 | 50.00% | +1.72% | +16.67% | 0.00% | -1.17% | 22:04 | 10:24 | 13:43 | 20:24 | 27:55 | 38:57 | 14:12 | 10:31 |
 | Ring of Protection | 16 | 14.41% | 45.2 | 50.00% | +1.58% | +25.00% | +25.00% | 0.00% | 01:42 | -01:29 | -01:29 | -01:29 | 05:03 | 12:09 | 06:32 | 04:50 |
 | Meteor Hammer | 6 | 5.41% | 42.9 | 66.67% | +19.05% | +33.33% | -66.67% | 0.00% | 16:38 | 12:44 | 15:42 | 15:44 | 15:54 | 23:55 | 00:12 | 00:08 |
 | Lotus Orb | 13 | 11.71% | 40.5 | 46.15% | -2.83% | +20.52% | -46.15% | 0.00% | 36:59 | 20:53 | 23:59 | 35:13 | 47:48 | 52:07 | 23:49 | 17:38 |
 | Mekansm | 2 | 1.80% | 38.1 | 100.00% | +52.29% | 0.00% | 0.00% | 0.00% | 25:00 | 15:13 | 15:13 | 34:47 | 34:47 | 34:47 | 19:34 | 14:29 |
 | Hand of Midas | 2 | 1.80% | 35.7 | 100.00% | +52.29% | 0.00% | 0.00% | 0.00% | 10:06 | 09:04 | 09:04 | 11:08 | 11:08 | 11:08 | 02:04 | 01:31 |
 | Soul Ring | 9 | 8.11% | 33.3 | 44.44% | -4.58% | +5.56% | +5.56% | 0.00% | 04:59 | 01:51 | 02:12 | 04:37 | 06:07 | 10:07 | 03:55 | 02:54 |
 | Phase Boots | 9 | 8.11% | 31.0 | 44.44% | -4.58% | +5.56% | -44.44% | 0.00% | 13:23 | 10:49 | 11:08 | 12:44 | 14:32 | 17:41 | 03:24 | 02:31 |
 | Quelling Blade | 6 | 5.41% | 28.6 | 50.00% | +1.43% | 0.00% | +50.00% | 0.00% | 07:57 | -01:29 | 02:51 | 04:40 | 09:36 | 24:12 | 06:45 | 05:00 |
 | Aghanim's Scepter | 3 | 2.70% | 26.2 | 66.67% | +18.52% | +33.33% | 0.00% | 0.00% | 30:23 | 24:11 | 24:11 | 29:39 | 37:20 | 37:20 | 13:09 | 09:44 |
 | Ghost Scepter | 4 | 3.60% | 23.8 | 50.00% | +1.40% | +50.00% | -50.00% | 0.00% | 41:24 | 34:42 | 34:42 | 40:56 | 44:03 | 45:53 | 09:21 | 06:55 |
 | Buckler | 1 | 0.90% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.90% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:29 | 27:29 | 27:29 | 27:29 | 27:29 | 27:29 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.90% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.90% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.90% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 1.80% | 9.5 | 50.00% | +1.38% | +50.00% | 0.00% | 0.00% | 18:41 | 18:17 | 18:17 | 19:05 | 19:05 | 19:05 | 00:48 | 00:35 |
 | Eul's Scepter of Divinity | 3 | 2.70% | 7.1 | 33.33% | -15.74% | -33.33% | 0.00% | 0.00% | 24:54 | 17:38 | 17:38 | 26:19 | 30:46 | 30:46 | 13:08 | 09:43 |
 | Drum of Endurance | 1 | 0.90% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 00:00 | 00:00 |
 | Glimmer Cape | 3 | 2.70% | 2.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 32:17 | 18:37 | 18:37 | 22:24 | 55:49 | 55:49 | 37:12 | 27:33 |