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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 | |
 | Hurricane Pike | 23 | 57.50% | 100.0 | 73.91% | +44.50% | -7.24% | +9.42% | 1.55% | 29:01 | 20:08 | 22:26 | 30:51 | 33:12 | 41:45 | 10:46 | 07:58 |
 | Fluffy Hat | 22 | 55.00% | 97.3 | 72.73% | +39.40% | -6.06% | +7.27% | 1.26% | 28:11 | 19:17 | 22:11 | 28:07 | 32:45 | 41:34 | 10:34 | 07:49 |
 | Force Staff | 21 | 52.50% | 94.6 | 71.43% | +34.59% | +8.57% | +8.57% | 0.00% | 28:17 | 19:17 | 21:33 | 30:27 | 32:46 | 41:35 | 11:13 | 08:18 |
 | Aghanim's Shard | 28 | 70.00% | 91.9 | 67.86% | +42.86% | -10.72% | -10.72% | 0.00% | 22:14 | 15:00 | 17:25 | 20:28 | 24:38 | 46:13 | 07:13 | 05:20 |
 | Ring of Basilius | 13 | 32.50% | 89.2 | 76.92% | +32.48% | +23.08% | +23.08% | 0.00% | 06:09 | 02:29 | 05:15 | 06:42 | 07:09 | 07:42 | 01:54 | 01:24 |
 | Black King Bar | 30 | 75.00% | 86.5 | 60.00% | +20.00% | +2.50% | -2.86% | -0.84% | 25:29 | 19:53 | 21:52 | 24:37 | 28:13 | 44:16 | 06:21 | 04:42 |
 | Swift Blink | 11 | 27.50% | 83.8 | 72.73% | +24.45% | -6.06% | -6.06% | 0.00% | 41:26 | 32:51 | 36:26 | 39:03 | 42:15 | 52:57 | 05:49 | 04:18 |
 | Dragon Lance | 39 | 97.50% | 81.1 | 56.41% | +56.41% | -16.41% | -26.41% | -7.59% | 10:38 | 08:23 | 09:39 | 10:23 | 10:58 | 17:10 | 01:19 | 00:58 |
 | Blink Dagger | 35 | 87.50% | 78.4 | 57.14% | +17.14% | +9.53% | +9.53% | 0.00% | 18:18 | 12:43 | 14:37 | 16:43 | 18:21 | 46:54 | 03:44 | 02:45 |
 | Magic Wand | 31 | 77.50% | 75.7 | 58.06% | +13.62% | +16.94% | +4.44% | -2.12% | 05:03 | -01:29 | 00:57 | 04:31 | 06:50 | 18:26 | 05:53 | 04:21 |
 | Blight Stone | 40 | 100.00% | 73.0 | 55.00% | +55.00% | +5.00% | +5.00% | 0.00% | 06:52 | 00:51 | 02:51 | 05:43 | 09:38 | 16:32 | 06:47 | 05:01 |
 | Power Treads | 40 | 100.00% | 70.3 | 55.00% | +55.00% | +15.00% | -15.00% | -19.57% | 06:18 | 04:42 | 05:26 | 05:52 | 06:58 | 08:35 | 01:32 | 01:08 |
 | Desolator | 40 | 100.00% | 67.6 | 55.00% | +55.00% | -25.00% | -15.00% | 2.80% | 15:55 | 11:23 | 14:09 | 15:04 | 17:43 | 21:19 | 03:34 | 02:38 |
 | Boots of Speed | 40 | 100.00% | 64.9 | 55.00% | +55.00% | +5.00% | -5.00% | -5.00% | 03:26 | 01:32 | 02:15 | 03:10 | 04:15 | 06:42 | 02:00 | 01:28 |
 | Javelin | 14 | 35.00% | 62.2 | 64.29% | +14.29% | +10.71% | -30.96% | -6.33% | 31:16 | 23:54 | 27:32 | 29:44 | 34:07 | 42:58 | 06:35 | 04:52 |
 | Monkey King Bar | 14 | 35.00% | 59.5 | 64.29% | +14.29% | +10.71% | -30.96% | -5.70% | 32:18 | 25:57 | 28:07 | 31:05 | 35:26 | 43:17 | 07:19 | 05:25 |
 | Aghanim's Scepter | 3 | 7.50% | 56.8 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 48:52 | 22:57 | 22:57 | 54:04 | 1:09:35 | 1:09:35 | 46:38 | 34:32 |
 | Crystalys | 22 | 55.00% | 54.1 | 54.55% | -1.01% | -21.22% | +5.45% | 4.06% | 26:06 | 17:24 | 23:13 | 25:52 | 29:47 | 39:00 | 06:34 | 04:51 |
 | Quelling Blade | 21 | 52.50% | 51.4 | 52.38% | -5.51% | +7.62% | +7.62% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Magic Stick | 29 | 72.50% | 48.6 | 48.28% | -24.45% | -19.71% | +8.86% | 28.57% | -00:02 | -01:29 | -01:29 | -01:29 | -01:28 | 07:42 | 00:01 | 00:00 |
 | Daedalus | 17 | 42.50% | 45.9 | 52.94% | -3.58% | -2.94% | -2.94% | 0.00% | 29:47 | 21:45 | 25:49 | 29:40 | 33:05 | 35:43 | 07:16 | 05:22 |
 | Bottle | 11 | 27.50% | 43.2 | 54.55% | -0.62% | +12.12% | +12.12% | 0.00% | 01:47 | 01:20 | 01:28 | 01:46 | 01:58 | 02:17 | 00:30 | 00:22 |
 | Linken's Sphere | 4 | 10.00% | 40.5 | 75.00% | +22.22% | +25.00% | +25.00% | 0.00% | 35:46 | 23:23 | 23:23 | 35:34 | 40:37 | 43:31 | 17:14 | 12:45 |
 | Shadow Blade | 4 | 10.00% | 37.8 | 75.00% | +22.22% | -75.00% | +25.00% | 0.00% | 27:08 | 22:49 | 22:49 | 27:34 | 28:44 | 29:24 | 05:55 | 04:22 |
 | Silver Edge | 4 | 10.00% | 35.1 | 75.00% | +22.22% | -75.00% | +25.00% | 0.00% | 28:27 | 23:12 | 23:12 | 28:12 | 31:04 | 31:20 | 07:52 | 05:49 |
 | Aghanim's Blessing | 2 | 5.00% | 32.4 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 1:01:50 | 54:04 | 54:04 | 1:09:35 | 1:09:35 | 1:09:35 | 15:31 | 11:29 |
 | Moon Shard | 2 | 5.00% | 29.7 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 1:06:26 | 59:27 | 59:27 | 1:13:25 | 1:13:25 | 1:13:25 | 13:58 | 10:20 |
 | Cornucopia | 3 | 7.50% | 27.0 | 66.67% | +12.62% | -66.67% | 0.00% | 0.00% | 39:48 | 35:28 | 35:28 | 40:31 | 43:24 | 43:24 | 07:56 | 05:52 |
 | Nullifier | 4 | 10.00% | 24.3 | 50.00% | -5.56% | -50.00% | -50.00% | 0.00% | 32:04 | 26:29 | 26:29 | 32:01 | 32:11 | 37:33 | 05:42 | 04:13 |
 | Helm of Iron Will | 4 | 10.00% | 21.6 | 50.00% | -5.56% | -50.00% | -50.00% | 0.00% | 30:51 | 23:26 | 23:26 | 30:38 | 31:46 | 37:33 | 08:20 | 06:10 |
 | Chainmail | 1 | 2.50% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:22 | 34:22 | 34:22 | 34:22 | 34:22 | 34:22 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.50% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:59 | 1:04:59 | 1:04:59 | 1:04:59 | 1:04:59 | 1:04:59 | 00:00 | 00:00 |
 | Witch Blade | 1 | 2.50% | 13.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 00:00 | 00:00 |
 | Wraith Band | 6 | 15.00% | 10.8 | 33.33% | -25.49% | -33.33% | -33.33% | 0.00% | 04:42 | 02:50 | 03:25 | 03:55 | 05:36 | 07:53 | 02:11 | 01:37 |
 | Wind Lace | 1 | 2.50% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:55 | 05:55 | 05:55 | 05:55 | 05:55 | 05:55 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.50% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.50% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 00:00 | 00:00 |