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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 | 30 | 25.64% | 100.0 | 73.33% | +28.50% | +14.17% | -1.90% | -2.54% | 40:20 | 30:16 | 36:13 | 39:14 | 42:33 | 54:03 | 06:20 | 04:41 |
 | Fluffy Hat | 27 | 23.08% | 97.7 | 74.07% | +28.51% | -2.64% | -2.64% | 0.00% | 30:49 | 23:12 | 26:21 | 29:42 | 33:24 | 44:51 | 07:03 | 05:13 |
 | Daedalus | 39 | 33.33% | 95.3 | 69.23% | +25.64% | +10.77% | -29.23% | -10.57% | 30:20 | 24:30 | 27:32 | 28:50 | 31:19 | 50:45 | 03:47 | 02:48 |
 | Force Staff | 26 | 22.22% | 93.0 | 73.08% | +26.93% | -1.65% | -6.41% | -0.64% | 30:53 | 23:12 | 26:21 | 29:42 | 33:44 | 44:51 | 07:23 | 05:28 |
 | Hurricane Pike | 25 | 21.37% | 90.7 | 72.00% | +25.26% | +11.33% | -5.33% | -2.39% | 30:52 | 23:34 | 26:37 | 29:49 | 33:36 | 45:10 | 06:59 | 05:10 |
 | Magic Wand | 88 | 75.21% | 88.4 | 59.09% | +28.06% | +4.55% | +4.55% | 0.00% | 05:27 | -01:29 | 01:49 | 05:06 | 07:52 | 22:39 | 06:03 | 04:28 |
 | Blink Dagger | 105 | 89.74% | 86.0 | 56.19% | +39.52% | -6.19% | -13.88% | -1.42% | 17:35 | 09:26 | 14:12 | 17:41 | 19:38 | 37:02 | 05:26 | 04:01 |
 | Void Stone | 20 | 17.09% | 83.7 | 70.00% | +21.55% | -10.00% | -10.00% | 0.00% | 35:03 | 22:31 | 30:54 | 34:26 | 38:10 | 51:16 | 07:16 | 05:22 |
 | Black King Bar | 107 | 91.45% | 81.4 | 54.21% | +24.21% | -6.06% | -17.17% | -3.37% | 22:02 | 17:24 | 20:00 | 21:45 | 23:18 | 35:07 | 03:18 | 02:26 |
 | Dragon Lance | 105 | 89.74% | 79.1 | 54.29% | +20.96% | +26.48% | -23.52% | -33.71% | 10:54 | 08:12 | 09:47 | 10:33 | 11:16 | 27:08 | 01:29 | 01:05 |
 | Magic Stick | 85 | 72.65% | 76.7 | 55.29% | +11.54% | -2.91% | -2.91% | 0.00% | 01:31 | -01:29 | -01:29 | -01:28 | 02:55 | 17:13 | 04:24 | 03:15 |
 | Crystalys | 66 | 56.41% | 74.4 | 56.06% | +9.00% | +20.41% | -18.56% | -12.44% | 26:41 | 20:07 | 24:37 | 25:38 | 27:45 | 50:30 | 03:08 | 02:19 |
 | Boots of Speed | 117 | 100.00% | 72.1 | 52.14% | +52.14% | +6.48% | -7.31% | -6.00% | 03:36 | 01:20 | 02:21 | 03:33 | 04:39 | 06:36 | 02:18 | 01:42 |
 | Power Treads | 117 | 100.00% | 69.8 | 52.14% | +52.14% | +13.38% | -17.66% | -22.99% | 06:17 | 03:51 | 05:33 | 06:07 | 06:54 | 09:32 | 01:21 | 01:00 |
 | Desolator | 111 | 94.87% | 67.4 | 52.25% | +2.25% | +15.61% | -27.25% | -17.38% | 16:55 | 12:27 | 14:48 | 15:51 | 17:16 | 27:43 | 02:28 | 01:49 |
 | Blight Stone | 114 | 97.44% | 65.1 | 51.75% | -14.92% | +3.42% | -5.32% | -1.25% | 09:07 | -01:29 | 05:40 | 10:11 | 12:38 | 18:26 | 06:58 | 05:09 |
 | Ring of Basilius | 36 | 30.77% | 62.8 | 58.33% | +8.95% | +19.45% | -25.00% | -21.68% | 06:40 | 02:50 | 05:35 | 06:14 | 07:38 | 10:30 | 02:03 | 01:31 |
 | Aghanim's Blessing | 4 | 3.42% | 60.5 | 100.00% | +49.56% | 0.00% | 0.00% | 0.00% | 42:08 | 32:06 | 32:06 | 38:57 | 46:31 | 50:58 | 14:25 | 10:40 |
 | Quelling Blade | 74 | 63.25% | 58.1 | 48.65% | -9.49% | -1.28% | +1.35% | 0.00% | -01:04 | -01:29 | -01:29 | -01:29 | -01:29 | 10:55 | 00:00 | 00:00 |
 | Eye of Skadi | 6 | 5.13% | 55.8 | 83.33% | +32.88% | +16.67% | +16.67% | 0.00% | 38:26 | 22:49 | 30:42 | 31:09 | 48:19 | 56:55 | 17:37 | 13:02 |
 | Silver Edge | 13 | 11.11% | 53.5 | 61.54% | +10.58% | +38.46% | +5.13% | 0.00% | 31:16 | 26:23 | 28:12 | 30:53 | 32:51 | 43:08 | 04:39 | 03:26 |
 | Linken's Sphere | 13 | 11.11% | 51.2 | 61.54% | +10.58% | +38.46% | -28.21% | 0.00% | 36:01 | 26:55 | 32:24 | 36:04 | 38:35 | 47:08 | 06:11 | 04:34 |
 | Ring of Health | 13 | 11.11% | 48.8 | 61.54% | +10.58% | +5.13% | -28.21% | 0.00% | 35:49 | 26:38 | 32:21 | 35:14 | 38:32 | 47:01 | 06:11 | 04:34 |
 | Aghanim's Shard | 28 | 23.93% | 46.5 | 50.00% | -2.81% | +35.71% | -21.43% | -4.74% | 25:52 | 15:03 | 18:00 | 26:39 | 30:04 | 40:24 | 12:04 | 08:56 |
 | Helm of Iron Will | 11 | 9.40% | 44.2 | 63.64% | +12.70% | +36.36% | +3.03% | 0.00% | 32:35 | 25:07 | 27:57 | 30:28 | 31:40 | 55:42 | 03:43 | 02:45 |
 | Nullifier | 11 | 9.40% | 41.9 | 63.64% | +12.70% | +36.36% | +3.03% | 0.00% | 33:16 | 25:43 | 28:25 | 31:13 | 32:56 | 55:58 | 04:31 | 03:20 |
 | Aghanim's Scepter | 9 | 7.69% | 39.5 | 66.67% | +15.74% | -16.67% | +33.33% | 0.00% | 32:54 | 22:20 | 24:29 | 29:40 | 33:14 | 50:58 | 08:45 | 06:28 |
 | Shadow Blade | 14 | 11.97% | 37.2 | 57.14% | +5.68% | +17.86% | +9.53% | 0.00% | 30:22 | 26:04 | 28:06 | 29:31 | 30:42 | 42:38 | 02:36 | 01:55 |
 | Bloodthorn | 5 | 4.27% | 34.9 | 80.00% | +29.11% | -80.00% | +20.00% | 0.00% | 37:01 | 29:48 | 29:48 | 34:28 | 35:05 | 51:16 | 05:17 | 03:54 |
 | Mage Slayer | 5 | 4.27% | 32.6 | 80.00% | +29.11% | -80.00% | +20.00% | 0.00% | 36:20 | 28:07 | 28:07 | 34:17 | 34:34 | 51:03 | 06:27 | 04:46 |
 | Bottle | 31 | 26.50% | 30.2 | 45.16% | -9.49% | +4.84% | -20.16% | -25.00% | 01:41 | 01:04 | 01:30 | 01:39 | 01:54 | 02:10 | 00:24 | 00:17 |
 | Monkey King Bar | 19 | 16.24% | 27.9 | 47.37% | -5.69% | +12.63% | -7.37% | 0.00% | 30:41 | 17:14 | 25:51 | 30:19 | 34:25 | 51:18 | 08:34 | 06:20 |
 | Javelin | 20 | 17.09% | 25.6 | 45.00% | -8.61% | +15.00% | +15.00% | 0.00% | 29:47 | 16:12 | 25:30 | 29:17 | 33:06 | 50:07 | 07:36 | 05:37 |
 | Orchid Malevolence | 6 | 5.13% | 23.3 | 66.67% | +15.32% | -66.67% | +33.33% | 0.00% | 32:27 | 22:31 | 25:20 | 30:54 | 32:44 | 51:16 | 07:24 | 05:28 |
 | Scythe of Vyse | 2 | 1.71% | 20.9 | 100.00% | +48.70% | 0.00% | 0.00% | 0.00% | 36:54 | 36:47 | 36:47 | 37:00 | 37:00 | 37:00 | 00:13 | 00:09 |
 | Wraith Band | 12 | 10.26% | 18.6 | 41.67% | -11.66% | +25.00% | -41.67% | 0.00% | 03:09 | 01:14 | 02:20 | 02:44 | 04:14 | 05:04 | 01:54 | 01:24 |
 | Butterfly | 4 | 3.42% | 16.3 | 50.00% | -2.21% | +50.00% | -50.00% | 0.00% | 29:59 | 24:44 | 24:44 | 29:45 | 30:40 | 34:46 | 05:56 | 04:23 |
 | Buckler | 1 | 0.85% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.85% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 0.85% | 9.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.85% | 7.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:39 | 53:39 | 53:39 | 53:39 | 53:39 | 53:39 | 00:00 | 00:00 |
 | Wind Lace | 2 | 1.71% | 4.7 | 50.00% | -2.17% | -50.00% | 0.00% | 0.00% | 03:21 | -01:29 | -01:29 | 08:11 | 08:11 | 08:11 | 09:40 | 07:09 |
 | Divine Rapier | 1 | 0.85% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:53 | 48:53 | 48:53 | 48:53 | 48:53 | 48:53 | 00:00 | 00:00 |