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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 | |
 | Swift Blink | 14 | 18.18% | 100.0 | 92.86% | +50.00% | +7.14% | -26.19% | -3.50% | 37:26 | 31:06 | 33:24 | 35:55 | 42:55 | 44:50 | 09:31 | 07:02 |
 | Void Stone | 8 | 10.39% | 97.6 | 100.00% | +53.62% | 0.00% | 0.00% | 0.00% | 30:03 | 22:07 | 25:27 | 28:30 | 29:28 | 48:26 | 04:01 | 02:58 |
 | Ring of Health | 7 | 9.09% | 95.2 | 100.00% | +52.86% | 0.00% | 0.00% | 0.00% | 30:30 | 22:07 | 26:59 | 28:30 | 28:47 | 48:26 | 01:48 | 01:20 |
 | Linken's Sphere | 6 | 7.79% | 92.9 | 100.00% | +52.11% | 0.00% | 0.00% | 0.00% | 28:01 | 23:09 | 27:11 | 28:32 | 29:28 | 31:00 | 02:17 | 01:41 |
 | Force Staff | 21 | 27.27% | 90.5 | 76.19% | +33.33% | +3.81% | +3.81% | 0.00% | 31:57 | 18:05 | 25:47 | 31:37 | 35:22 | 50:26 | 09:35 | 07:05 |
 | Hurricane Pike | 21 | 27.27% | 88.1 | 76.19% | +33.33% | +3.81% | +3.81% | 0.00% | 32:23 | 19:02 | 27:05 | 31:56 | 35:34 | 50:46 | 08:29 | 06:17 |
 | Fluffy Hat | 23 | 29.87% | 85.7 | 73.91% | +31.32% | -7.24% | +9.42% | 1.64% | 29:37 | 01:39 | 24:06 | 31:11 | 34:16 | 50:26 | 10:10 | 07:31 |
 | Daedalus | 29 | 37.66% | 83.3 | 62.07% | +16.24% | +9.36% | +9.36% | 0.00% | 30:49 | 23:46 | 28:14 | 30:38 | 33:16 | 37:55 | 05:02 | 03:43 |
 | Black King Bar | 64 | 83.12% | 81.0 | 54.69% | +16.23% | +7.81% | -10.94% | -5.16% | 22:48 | 16:12 | 20:32 | 21:57 | 24:10 | 42:00 | 03:38 | 02:41 |
 | Blink Dagger | 60 | 77.92% | 78.6 | 55.00% | +13.82% | -8.33% | +11.67% | 2.91% | 19:21 | 09:56 | 15:42 | 18:33 | 22:34 | 38:03 | 06:52 | 05:05 |
 | Dragon Lance | 74 | 96.10% | 76.2 | 52.70% | +19.37% | +10.46% | -8.26% | -13.37% | 11:19 | 07:32 | 09:45 | 10:34 | 11:09 | 36:18 | 01:24 | 01:02 |
 | Blight Stone | 77 | 100.00% | 73.8 | 51.95% | +51.95% | +5.94% | -9.84% | -1.93% | 08:07 | -01:29 | 03:18 | 07:42 | 11:29 | 26:32 | 08:11 | 06:03 |
 | Boots of Speed | 77 | 100.00% | 71.4 | 51.95% | +51.95% | +0.68% | +16.47% | 7.90% | 03:44 | -01:29 | 02:47 | 03:44 | 04:47 | 06:55 | 02:00 | 01:28 |
 | Power Treads | 77 | 100.00% | 69.0 | 51.95% | +51.95% | -4.58% | +11.21% | 10.77% | 06:30 | 03:18 | 05:50 | 06:31 | 07:18 | 08:41 | 01:28 | 01:05 |
 | Monkey King Bar | 9 | 11.69% | 66.7 | 77.78% | +29.25% | -77.78% | +22.22% | 34.09% | 31:51 | 25:30 | 27:07 | 27:54 | 30:03 | 49:01 | 02:56 | 02:10 |
 | Aghanim's Blessing | 4 | 5.19% | 64.3 | 100.00% | +50.68% | 0.00% | 0.00% | 0.00% | 38:19 | 34:48 | 34:48 | 38:07 | 38:28 | 41:53 | 03:40 | 02:42 |
 | Desolator | 76 | 98.70% | 61.9 | 51.32% | -48.68% | +22.36% | -14.48% | -19.74% | 15:42 | 11:09 | 14:42 | 15:41 | 16:34 | 21:34 | 01:52 | 01:22 |
 | Crystalys | 35 | 45.45% | 59.5 | 57.14% | +9.52% | +9.53% | -12.70% | -4.89% | 27:32 | 21:19 | 25:00 | 26:49 | 29:33 | 35:41 | 04:33 | 03:22 |
 | Aghanim's Scepter | 11 | 14.29% | 57.1 | 72.73% | +24.25% | +27.27% | -72.73% | -46.88% | 22:13 | 19:05 | 20:24 | 21:20 | 22:32 | 28:38 | 02:08 | 01:34 |
 | Magic Stick | 57 | 74.03% | 54.8 | 50.88% | -4.12% | -8.02% | +6.26% | 5.99% | 02:14 | -01:29 | -01:28 | 01:34 | 03:51 | 11:42 | 05:19 | 03:56 |
 | Aghanim's Shard | 18 | 23.38% | 52.4 | 61.11% | +11.96% | +18.89% | +38.89% | 1.53% | 30:50 | 20:07 | 22:27 | 28:16 | 35:33 | 48:49 | 13:06 | 09:42 |
 | Quelling Blade | 45 | 58.44% | 50.0 | 51.11% | -2.02% | +12.53% | +3.44% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:14 | 00:00 | 00:00 |
 | Javelin | 10 | 12.99% | 47.6 | 70.00% | +20.75% | -3.33% | +30.00% | 5.45% | 29:45 | 22:15 | 24:27 | 25:03 | 30:34 | 48:41 | 06:07 | 04:31 |
 | Magic Wand | 51 | 66.23% | 45.2 | 49.02% | -8.67% | +12.52% | -2.87% | -3.95% | 07:03 | 02:17 | 04:24 | 05:58 | 08:18 | 16:31 | 03:54 | 02:53 |
 | Helm of Iron Will | 3 | 3.90% | 42.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:18 | 28:32 | 28:32 | 35:32 | 41:50 | 41:50 | 13:18 | 09:51 |
 | Nullifier | 3 | 3.90% | 40.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 36:27 | 29:02 | 29:02 | 37:05 | 43:13 | 43:13 | 14:11 | 10:30 |
 | Bottle | 30 | 38.96% | 38.1 | 46.67% | -8.65% | -34.17% | +39.04% | 73.21% | 01:38 | 01:08 | 01:23 | 01:33 | 01:50 | 03:11 | 00:27 | 00:20 |
 | Wraith Band | 6 | 7.79% | 35.7 | 66.67% | +15.97% | +33.33% | -66.67% | 0.00% | 01:53 | -01:29 | 01:32 | 01:35 | 03:01 | 03:37 | 01:29 | 01:05 |
 | Orchid Malevolence | 6 | 7.79% | 33.3 | 66.67% | +15.97% | +33.33% | +33.33% | 0.00% | 31:48 | 19:45 | 28:11 | 28:49 | 34:50 | 44:25 | 06:39 | 04:55 |
 | Bloodthorn | 4 | 5.19% | 31.0 | 75.00% | +24.32% | +25.00% | -75.00% | 0.00% | 32:18 | 23:46 | 23:46 | 32:09 | 34:28 | 38:48 | 10:42 | 07:55 |
 | Wind Lace | 2 | 2.60% | 28.6 | 100.00% | +49.33% | 0.00% | 0.00% | 0.00% | 14:46 | 12:43 | 12:43 | 16:49 | 16:49 | 16:49 | 04:06 | 03:02 |
 | Moon Shard | 2 | 2.60% | 26.2 | 100.00% | +49.33% | 0.00% | 0.00% | 0.00% | 43:00 | 30:50 | 30:50 | 55:10 | 55:10 | 55:10 | 24:20 | 18:01 |
 | Silver Edge | 2 | 2.60% | 23.8 | 100.00% | +49.33% | 0.00% | 0.00% | 0.00% | 30:15 | 28:01 | 28:01 | 32:29 | 32:29 | 32:29 | 04:28 | 03:18 |
 | Shadow Blade | 3 | 3.90% | 21.4 | 66.67% | +15.32% | +33.33% | 0.00% | 0.00% | 28:36 | 26:29 | 26:29 | 27:03 | 32:15 | 32:15 | 05:46 | 04:16 |
 | Yasha | 1 | 1.30% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.30% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.30% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:26 | 48:26 | 48:26 | 48:26 | 48:26 | 48:26 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.30% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:54 | 23:54 | 23:54 | 23:54 | 23:54 | 23:54 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 2.60% | 9.5 | 50.00% | -2.00% | +50.00% | 0.00% | 0.00% | 49:32 | 44:51 | 44:51 | 54:12 | 54:12 | 54:12 | 09:21 | 06:55 |
 | Falcon Blade | 2 | 2.60% | 7.1 | 50.00% | -2.00% | +50.00% | 0.00% | 0.00% | 07:01 | 05:07 | 05:07 | 08:55 | 08:55 | 08:55 | 03:48 | 02:48 |
 | Eye of Skadi | 1 | 1.30% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.30% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 00:00 | 00:00 |