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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 | |
 | Blink Dagger | 45 | 39.13% | 100.0 | 62.22% | +25.08% | -7.67% | -7.67% | 0.00% | 31:12 | 17:14 | 26:14 | 29:16 | 34:04 | 1:05:06 | 07:50 | 05:48 |
 | Aether Lens | 26 | 22.61% | 97.1 | 65.38% | +23.81% | -8.24% | -15.38% | -0.50% | 32:23 | 14:18 | 26:13 | 30:20 | 40:29 | 48:42 | 14:16 | 10:34 |
 | Eul's Scepter of Divinity | 74 | 64.35% | 94.1 | 54.05% | +19.90% | +9.11% | +7.06% | -0.49% | 21:50 | 13:38 | 19:12 | 21:01 | 23:21 | 46:05 | 04:09 | 03:04 |
 | Void Stone | 86 | 74.78% | 91.2 | 52.33% | +21.30% | -2.33% | +0.05% | 0.40% | 17:42 | 09:41 | 14:04 | 16:15 | 20:02 | 45:59 | 05:58 | 04:25 |
 | Magic Wand | 93 | 80.87% | 88.2 | 51.61% | +24.34% | -8.13% | -12.48% | -1.00% | 08:38 | 00:43 | 06:15 | 08:19 | 10:36 | 27:29 | 04:21 | 03:13 |
 | Aghanim's Shard | 75 | 65.22% | 85.3 | 50.67% | +10.67% | -3.30% | -8.56% | -0.73% | 26:36 | 20:00 | 21:58 | 26:00 | 29:12 | 40:41 | 07:14 | 05:21 |
 | Magic Stick | 111 | 96.52% | 82.4 | 47.75% | +22.75% | +2.25% | -4.89% | -1.33% | 03:20 | -01:30 | -01:29 | 02:26 | 06:50 | 21:13 | 08:19 | 06:09 |
 | Wind Lace | 112 | 97.39% | 79.4 | 47.32% | +13.99% | -18.75% | +9.82% | 6.04% | 07:09 | -01:29 | 04:50 | 07:11 | 09:34 | 21:10 | 04:44 | 03:30 |
 | Boots of Speed | 115 | 100.00% | 76.5 | 46.96% | +46.96% | -2.13% | -2.13% | 0.00% | 05:06 | -01:29 | 03:33 | 05:04 | 06:55 | 12:39 | 03:22 | 02:29 |
 | Tranquil Boots | 101 | 87.83% | 73.5 | 47.52% | +4.66% | -7.52% | +16.48% | 5.29% | 10:26 | 03:05 | 07:13 | 09:51 | 11:45 | 30:00 | 04:32 | 03:21 |
 | Arcane Boots | 10 | 8.70% | 70.6 | 70.00% | +25.24% | +30.00% | +30.00% | 0.00% | 13:17 | 08:24 | 10:04 | 11:08 | 12:01 | 35:31 | 01:57 | 01:26 |
 | Urn of Shadows | 17 | 14.78% | 67.6 | 58.82% | +13.92% | -8.82% | +16.18% | 3.78% | 09:57 | 03:32 | 05:55 | 11:19 | 12:32 | 15:21 | 06:37 | 04:54 |
 | Ring of Protection | 17 | 14.78% | 64.7 | 58.82% | +13.92% | -8.82% | -33.82% | -3.50% | 07:34 | -01:29 | 04:02 | 07:22 | 11:11 | 13:57 | 07:09 | 05:17 |
 | Chainmail | 3 | 2.61% | 61.8 | 100.00% | +54.46% | 0.00% | 0.00% | 0.00% | 20:31 | 13:31 | 13:31 | 15:08 | 32:55 | 32:55 | 19:24 | 14:22 |
 | Spirit Vessel | 8 | 6.96% | 58.8 | 62.50% | +16.71% | +37.50% | -62.50% | -14.29% | 22:57 | 16:37 | 18:26 | 22:56 | 25:26 | 30:59 | 07:00 | 05:11 |
 | Fluffy Hat | 19 | 16.52% | 55.9 | 47.37% | +0.49% | -7.37% | -7.37% | 0.00% | 16:38 | 07:16 | 11:30 | 13:38 | 16:28 | 34:24 | 04:58 | 03:40 |
 | Crown | 9 | 7.83% | 52.9 | 55.56% | +9.33% | -5.56% | +44.44% | 7.08% | 13:00 | 07:44 | 08:02 | 13:30 | 15:06 | 18:21 | 07:04 | 05:14 |
 | Blight Stone | 2 | 1.74% | 50.0 | 100.00% | +53.98% | 0.00% | 0.00% | 0.00% | 15:17 | 15:04 | 15:04 | 15:30 | 15:30 | 15:30 | 00:26 | 00:19 |
 | Medallion of Courage | 2 | 1.74% | 47.1 | 100.00% | +53.98% | 0.00% | 0.00% | 0.00% | 15:17 | 15:04 | 15:04 | 15:30 | 15:30 | 15:30 | 00:26 | 00:19 |
 | Headdress | 2 | 1.74% | 44.1 | 100.00% | +53.98% | 0.00% | 0.00% | 0.00% | 15:43 | -01:29 | -01:29 | 32:55 | 32:55 | 32:55 | 34:24 | 25:28 |
 | Solar Crest | 2 | 1.74% | 41.2 | 100.00% | +53.98% | 0.00% | 0.00% | 0.00% | 20:14 | 18:28 | 18:28 | 22:00 | 22:00 | 22:00 | 03:32 | 02:37 |
 | Glimmer Cape | 6 | 5.22% | 38.2 | 50.00% | +3.21% | +50.00% | -50.00% | 0.00% | 25:47 | 17:04 | 18:42 | 27:03 | 31:16 | 32:27 | 12:34 | 09:18 |
 | Ring of Basilius | 10 | 8.70% | 35.3 | 40.00% | -7.62% | -6.67% | -40.00% | -13.70% | 03:20 | -01:29 | -01:28 | 02:45 | 03:54 | 11:53 | 05:22 | 03:58 |
 | Aeon Disk | 3 | 2.61% | 32.4 | 66.67% | +20.24% | +33.33% | 0.00% | 0.00% | 44:42 | 33:43 | 33:43 | 49:13 | 51:11 | 51:11 | 17:28 | 12:56 |
 | Octarine Core | 3 | 2.61% | 29.4 | 66.67% | +20.24% | -66.67% | 0.00% | 0.00% | 43:53 | 36:36 | 36:36 | 38:21 | 56:41 | 56:41 | 20:05 | 14:52 |
 | Veil of Discord | 7 | 6.09% | 26.5 | 42.86% | -4.36% | +7.14% | +7.14% | 0.00% | 15:17 | 11:15 | 15:09 | 15:52 | 16:17 | 16:38 | 01:08 | 00:50 |
 | Null Talisman | 7 | 6.09% | 23.5 | 42.86% | -4.36% | +7.14% | +7.14% | 0.00% | 05:07 | 03:07 | 03:08 | 04:04 | 05:12 | 08:39 | 02:04 | 01:31 |
 | Mekansm | 1 | 0.87% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:55 | 32:55 | 32:55 | 32:55 | 32:55 | 32:55 | 00:00 | 00:00 |
 | Quelling Blade | 3 | 2.61% | 17.6 | 33.33% | -13.99% | +66.67% | 0.00% | 0.00% | 02:22 | -01:29 | -01:29 | -01:28 | 10:03 | 10:03 | 11:32 | 08:32 |
 | Force Staff | 4 | 3.48% | 14.7 | 25.00% | -22.75% | +75.00% | -25.00% | 0.00% | 29:15 | 20:50 | 20:50 | 21:50 | 30:12 | 44:06 | 09:22 | 06:56 |
 | Ghost Scepter | 1 | 0.87% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 1.74% | 8.8 | 0.00% | -47.79% | 0.00% | 0.00% | 0.00% | 46:29 | 30:59 | 30:59 | 1:01:59 | 1:01:59 | 1:01:59 | 31:00 | 22:57 |
 | Aghanim's Blessing | 1 | 0.87% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:33 | 1:11:33 | 1:11:33 | 1:11:33 | 1:11:33 | 1:11:33 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.87% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 00:00 | 00:00 |