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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 | |
 | Shiva's Guard | 12 | 30.77% | 100.0 | 83.33% | +42.59% | -16.66% | -16.66% | 0.00% | 30:31 | 25:40 | 26:04 | 30:08 | 33:33 | 35:28 | 07:29 | 05:32 |
 | Scythe of Vyse | 5 | 12.82% | 97.6 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 43:23 | 39:04 | 39:04 | 44:51 | 44:54 | 47:12 | 05:50 | 04:19 |
 | Ring of Health | 10 | 25.64% | 95.2 | 80.00% | +35.17% | +20.00% | +20.00% | 0.00% | 36:30 | 26:03 | 31:20 | 35:18 | 41:24 | 55:46 | 10:04 | 07:27 |
 | Refresher Orb | 4 | 10.26% | 92.9 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 40:09 | 30:39 | 30:39 | 32:19 | 41:52 | 55:46 | 11:13 | 08:18 |
 | Aghanim's Shard | 29 | 74.36% | 90.5 | 58.62% | +18.62% | -1.48% | -1.48% | 0.00% | 25:13 | 18:32 | 20:54 | 22:20 | 28:08 | 48:02 | 07:14 | 05:21 |
 | Sange | 23 | 58.97% | 88.1 | 60.87% | +17.12% | -10.87% | -10.87% | 0.00% | 19:34 | 12:34 | 15:36 | 17:48 | 22:03 | 32:07 | 06:27 | 04:46 |
 | Null Talisman | 38 | 97.44% | 85.7 | 55.26% | +55.26% | -5.26% | +0.30% | 3.92% | 03:58 | 02:12 | 03:14 | 03:57 | 04:39 | 06:09 | 01:25 | 01:02 |
 | Magic Wand | 38 | 97.44% | 83.3 | 55.26% | +55.26% | -15.26% | -10.82% | 1.52% | 06:42 | 00:46 | 04:54 | 06:15 | 07:49 | 17:26 | 02:55 | 02:09 |
 | Magic Stick | 38 | 97.44% | 81.0 | 55.26% | +55.26% | +4.74% | +11.41% | 1.55% | 04:38 | -01:28 | 02:18 | 03:24 | 06:36 | 17:08 | 04:18 | 03:11 |
 | Boots of Speed | 39 | 100.00% | 78.6 | 53.85% | +53.85% | -13.85% | +16.15% | 25.00% | 06:47 | 03:13 | 06:07 | 06:35 | 07:19 | 12:41 | 01:12 | 00:53 |
 | Kaya and Sange | 22 | 56.41% | 76.2 | 59.09% | +12.03% | +24.24% | -19.09% | -9.32% | 20:28 | 15:38 | 17:24 | 18:08 | 22:03 | 32:13 | 04:39 | 03:26 |
 | Black King Bar | 27 | 69.23% | 73.8 | 55.56% | +5.56% | +1.58% | -41.27% | -7.22% | 24:19 | 16:23 | 20:25 | 25:21 | 26:21 | 32:03 | 05:56 | 04:23 |
 | Power Treads | 34 | 87.18% | 71.4 | 52.94% | -7.06% | -8.50% | +9.56% | 10.42% | 09:23 | 07:32 | 08:21 | 09:32 | 10:05 | 11:39 | 01:44 | 01:17 |
 | Kaya | 25 | 64.10% | 69.0 | 56.00% | +6.00% | +27.33% | -22.67% | -10.60% | 19:11 | 12:15 | 14:15 | 17:09 | 18:58 | 55:49 | 04:43 | 03:29 |
 | Void Stone | 21 | 53.85% | 66.7 | 57.14% | +7.14% | -37.14% | +2.86% | 1.82% | 24:39 | 11:35 | 13:20 | 19:24 | 35:19 | 41:52 | 21:59 | 16:17 |
 | Bottle | 33 | 84.62% | 64.3 | 51.52% | -15.15% | +10.98% | -39.02% | -50.00% | 01:25 | 01:03 | 01:09 | 01:20 | 01:35 | 02:38 | 00:26 | 00:19 |
 | Ring of Protection | 6 | 15.38% | 61.9 | 66.67% | +15.15% | -16.67% | +33.33% | 35.71% | 07:38 | -01:29 | 04:04 | 04:37 | 05:28 | 27:58 | 01:24 | 01:02 |
 | Overwhelming Blink | 2 | 5.13% | 59.5 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 50:08 | 39:24 | 39:24 | 60:52 | 60:52 | 60:52 | 21:28 | 15:54 |
 | Mage Slayer | 2 | 5.13% | 57.1 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 50:39 | 50:00 | 50:00 | 51:17 | 51:17 | 51:17 | 01:17 | 00:57 |
 | Aghanim's Blessing | 2 | 5.13% | 54.8 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 57:23 | 49:53 | 49:53 | 1:04:52 | 1:04:52 | 1:04:52 | 14:59 | 11:05 |
 | Bloodthorn | 2 | 5.13% | 52.4 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 50:50 | 50:23 | 50:23 | 51:17 | 51:17 | 51:17 | 00:54 | 00:40 |
 | Lotus Orb | 2 | 5.13% | 50.0 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 30:18 | 29:13 | 29:13 | 31:23 | 31:23 | 31:23 | 02:10 | 01:36 |
 | Blink Dagger | 2 | 5.13% | 47.6 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 47:02 | 33:12 | 33:12 | 60:52 | 60:52 | 60:52 | 27:40 | 20:29 |
 | Aghanim's Scepter | 2 | 5.13% | 45.2 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 57:23 | 49:53 | 49:53 | 1:04:52 | 1:04:52 | 1:04:52 | 14:59 | 11:05 |
 | Urn of Shadows | 5 | 12.82% | 42.9 | 60.00% | +7.06% | -60.00% | +40.00% | 90.91% | 06:06 | 05:17 | 05:17 | 06:00 | 06:23 | 06:52 | 01:06 | 00:48 |
 | Orchid Malevolence | 9 | 23.08% | 40.5 | 44.44% | -12.23% | +5.56% | +5.56% | 0.00% | 21:03 | 15:07 | 16:01 | 17:21 | 19:30 | 48:04 | 03:29 | 02:34 |
 | Chainmail | 3 | 7.69% | 38.1 | 66.67% | +13.89% | -66.67% | 0.00% | 0.00% | 20:15 | 14:57 | 14:57 | 20:28 | 25:20 | 25:20 | 10:23 | 07:41 |
 | Witch Blade | 3 | 7.69% | 35.7 | 66.67% | +13.89% | -66.67% | 0.00% | 0.00% | 21:08 | 16:04 | 16:04 | 21:28 | 25:52 | 25:52 | 09:48 | 07:15 |
 | Wind Lace | 4 | 10.26% | 33.3 | 50.00% | -4.29% | +50.00% | -50.00% | -48.78% | 14:34 | 11:38 | 11:38 | 12:42 | 13:41 | 20:16 | 02:03 | 01:31 |
 | Spirit Vessel | 4 | 10.26% | 31.0 | 50.00% | -4.29% | -50.00% | +50.00% | 51.72% | 11:59 | 10:15 | 10:15 | 11:56 | 12:11 | 13:32 | 01:56 | 01:25 |
 | Arcane Boots | 1 | 2.56% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Buckler | 1 | 2.56% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.56% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.56% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.56% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:04 | 56:04 | 56:04 | 56:04 | 56:04 | 56:04 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.56% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:48 | 1:08:48 | 1:08:48 | 1:08:48 | 1:08:48 | 1:08:48 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.56% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:58 | 41:58 | 41:58 | 41:58 | 41:58 | 41:58 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.56% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:58 | 41:58 | 41:58 | 41:58 | 41:58 | 41:58 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.56% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 3 | 7.69% | 7.1 | 33.33% | -22.23% | +66.67% | 0.00% | 0.00% | 19:22 | 18:05 | 18:05 | 19:33 | 20:29 | 20:29 | 02:24 | 01:46 |
 | Linken's Sphere | 3 | 7.69% | 4.8 | 33.33% | -22.23% | +66.67% | 0.00% | 0.00% | 36:34 | 35:22 | 35:22 | 36:43 | 37:36 | 37:36 | 02:14 | 01:39 |
 | Ghost Scepter | 3 | 7.69% | 2.4 | 33.33% | -22.23% | -33.33% | 0.00% | 0.00% | 25:38 | 23:54 | 23:54 | 24:48 | 28:13 | 28:13 | 04:19 | 03:11 |