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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 | |
 | Kaya | 35 | 66.04% | 100.0 | 62.86% | +40.64% | -29.53% | -7.30% | 1.61% | 23:14 | 10:21 | 14:30 | 23:40 | 28:16 | 43:46 | 13:46 | 10:11 |
 | Sange | 19 | 35.85% | 97.2 | 68.42% | +30.18% | -8.42% | -8.42% | 0.00% | 25:09 | 15:01 | 18:15 | 22:35 | 29:40 | 40:06 | 11:25 | 08:27 |
 | Kaya and Sange | 19 | 35.85% | 94.4 | 68.42% | +30.18% | -8.42% | -8.42% | 0.00% | 26:11 | 15:13 | 20:16 | 25:01 | 30:12 | 40:25 | 09:56 | 07:21 |
 | Refresher Orb | 4 | 7.55% | 91.7 | 100.00% | +55.10% | 0.00% | 0.00% | 0.00% | 38:26 | 28:02 | 28:02 | 36:45 | 37:58 | 50:57 | 09:56 | 07:21 |
 | Magic Wand | 48 | 90.57% | 88.9 | 54.17% | +54.17% | -4.17% | +12.50% | 8.00% | 06:19 | -01:29 | 05:06 | 06:18 | 07:11 | 13:18 | 02:05 | 01:32 |
 | Magic Stick | 49 | 92.45% | 86.1 | 53.06% | +53.06% | +5.27% | -11.39% | -4.78% | 04:31 | -01:29 | 02:17 | 04:08 | 05:46 | 13:11 | 03:29 | 02:34 |
 | Aghanim's Scepter | 48 | 90.57% | 83.3 | 52.08% | +32.08% | +14.59% | -18.75% | -5.95% | 23:43 | 16:07 | 20:44 | 23:47 | 26:20 | 34:35 | 05:36 | 04:08 |
 | Void Stone | 26 | 49.06% | 80.6 | 57.69% | +16.95% | +13.74% | +8.98% | -0.33% | 20:12 | 08:43 | 12:28 | 15:04 | 26:49 | 49:46 | 14:21 | 10:37 |
 | Bottle | 52 | 98.11% | 77.8 | 50.00% | +50.00% | +11.54% | -11.54% | -23.08% | 01:37 | 01:01 | 01:22 | 01:34 | 01:45 | 04:11 | 00:23 | 00:17 |
 | Ghost Scepter | 8 | 15.09% | 75.0 | 75.00% | +30.56% | -25.00% | +25.00% | 0.00% | 27:57 | 15:32 | 16:43 | 27:43 | 31:14 | 39:52 | 14:31 | 10:45 |
 | Null Talisman | 50 | 94.34% | 72.2 | 50.00% | +16.67% | -3.85% | -8.33% | -3.20% | 04:35 | 02:20 | 03:48 | 04:22 | 05:12 | 09:44 | 01:24 | 01:02 |
 | Witch Blade | 14 | 26.42% | 69.4 | 64.29% | +20.70% | +35.71% | +2.38% | -11.11% | 14:02 | 10:15 | 12:37 | 13:45 | 15:37 | 17:00 | 03:00 | 02:13 |
 | Boots of Speed | 53 | 100.00% | 66.7 | 49.06% | +49.06% | -2.91% | +4.79% | 4.20% | 05:21 | 01:23 | 04:28 | 05:29 | 06:18 | 07:55 | 01:50 | 01:21 |
 | Quelling Blade | 51 | 96.23% | 63.9 | 49.02% | -0.98% | -10.56% | -10.56% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Aether Lens | 3 | 5.66% | 61.1 | 100.00% | +54.00% | 0.00% | 0.00% | 0.00% | 31:42 | 26:49 | 26:49 | 31:56 | 36:22 | 36:22 | 09:33 | 07:04 |
 | Shiva's Guard | 3 | 5.66% | 58.3 | 100.00% | +54.00% | 0.00% | 0.00% | 0.00% | 33:48 | 30:18 | 30:18 | 33:25 | 37:40 | 37:40 | 07:22 | 05:27 |
 | Ring of Health | 11 | 20.75% | 55.6 | 63.64% | +18.40% | -30.31% | +3.03% | 2.93% | 38:31 | 24:48 | 32:55 | 37:21 | 44:17 | 50:46 | 11:22 | 08:25 |
 | Ethereal Blade | 7 | 13.21% | 52.8 | 71.43% | +25.78% | -21.43% | -21.43% | 0.00% | 29:46 | 17:04 | 18:52 | 30:07 | 30:16 | 43:49 | 11:24 | 08:26 |
 | Aghanim's Shard | 21 | 39.62% | 50.0 | 52.38% | +5.50% | +27.62% | -12.38% | -2.43% | 32:59 | 19:18 | 25:11 | 29:14 | 41:39 | 48:32 | 16:28 | 12:11 |
 | Chainmail | 24 | 45.28% | 47.2 | 50.00% | +1.72% | -16.67% | -16.67% | 0.00% | 10:18 | 06:55 | 08:41 | 09:33 | 11:59 | 15:17 | 03:18 | 02:26 |
 | Phase Boots | 15 | 28.30% | 44.4 | 46.67% | -3.33% | +3.33% | -21.67% | -21.43% | 09:53 | 07:23 | 08:58 | 09:38 | 10:08 | 15:09 | 01:10 | 00:51 |
 | Octarine Core | 2 | 3.77% | 41.7 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 35:53 | 31:57 | 31:57 | 39:48 | 39:48 | 39:48 | 07:51 | 05:48 |
 | Power Treads | 2 | 3.77% | 38.9 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 08:02 | 07:41 | 07:41 | 08:23 | 08:23 | 08:23 | 00:42 | 00:31 |
 | Orchid Malevolence | 2 | 3.77% | 36.1 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 14:17 | 13:30 | 13:30 | 15:03 | 15:03 | 15:03 | 01:33 | 01:08 |
 | Black King Bar | 10 | 18.87% | 33.3 | 50.00% | +1.16% | -16.67% | -50.00% | 0.00% | 33:36 | 24:06 | 31:09 | 33:03 | 37:24 | 40:00 | 06:15 | 04:37 |
 | Eul's Scepter of Divinity | 14 | 26.42% | 30.6 | 42.86% | -8.42% | +32.14% | -9.53% | -10.25% | 15:23 | 12:27 | 12:43 | 14:30 | 16:47 | 21:06 | 04:04 | 03:00 |
 | Wind Lace | 17 | 32.08% | 27.8 | 35.29% | -20.27% | -35.29% | +14.71% | 8.55% | 12:11 | 02:12 | 09:05 | 10:58 | 14:56 | 19:29 | 05:51 | 04:20 |
 | Linken's Sphere | 6 | 11.32% | 25.0 | 50.00% | +1.06% | -50.00% | +50.00% | 0.00% | 38:39 | 28:11 | 34:49 | 37:18 | 44:31 | 49:46 | 09:42 | 07:11 |
 | Urn of Shadows | 3 | 5.66% | 22.2 | 66.67% | +18.67% | +33.33% | 0.00% | 0.00% | 08:02 | 07:05 | 07:05 | 08:18 | 08:44 | 08:44 | 01:39 | 01:13 |
 | Aeon Disk | 3 | 5.66% | 19.4 | 66.67% | +18.67% | -66.67% | 0.00% | 0.00% | 42:54 | 40:20 | 40:20 | 40:23 | 47:58 | 47:58 | 07:38 | 05:39 |
 | Ring of Protection | 3 | 5.66% | 16.7 | 66.67% | +18.67% | +33.33% | 0.00% | 0.00% | 07:14 | 06:08 | 06:08 | 07:15 | 08:18 | 08:18 | 02:10 | 01:36 |
 | Spirit Vessel | 2 | 3.77% | 13.9 | 50.00% | +0.98% | +50.00% | 0.00% | 0.00% | 13:44 | 10:58 | 10:58 | 16:29 | 16:29 | 16:29 | 05:31 | 04:05 |
 | Blink Dagger | 3 | 5.66% | 11.1 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 44:42 | 32:10 | 32:10 | 46:33 | 55:22 | 55:22 | 23:12 | 17:11 |
 | Arcane Boots | 1 | 1.89% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.89% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:38 | 53:38 | 53:38 | 53:38 | 53:38 | 53:38 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.89% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:36 | 53:36 | 53:36 | 53:36 | 53:36 | 53:36 | 00:00 | 00:00 |