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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 | |
 | Daedalus | 36 | 38.71% | 100.0 | 66.67% | +26.32% | +11.11% | -33.34% | -11.55% | 30:21 | 24:30 | 27:28 | 28:41 | 31:19 | 50:45 | 03:51 | 02:51 |
 | Magic Wand | 67 | 72.04% | 97.7 | 59.70% | +32.78% | -0.88% | -0.88% | 0.00% | 04:59 | -01:29 | 01:29 | 04:51 | 07:34 | 17:26 | 06:05 | 04:30 |
 | Swift Blink | 25 | 26.88% | 95.3 | 68.00% | +23.88% | +15.33% | -1.33% | -1.83% | 39:54 | 30:16 | 33:28 | 39:14 | 42:33 | 52:42 | 09:05 | 06:43 |
 | Fluffy Hat | 20 | 21.51% | 93.0 | 70.00% | +24.79% | +10.00% | -10.00% | -2.81% | 31:01 | 23:12 | 26:37 | 29:28 | 33:44 | 44:51 | 07:07 | 05:16 |
 | Blink Dagger | 84 | 90.32% | 90.7 | 54.76% | +43.65% | -7.14% | -11.90% | -0.90% | 17:56 | 09:28 | 14:30 | 17:27 | 19:49 | 37:02 | 05:19 | 03:56 |
 | Force Staff | 19 | 20.43% | 88.4 | 68.42% | +22.47% | +11.58% | -8.42% | -2.81% | 31:06 | 23:12 | 26:37 | 29:42 | 33:44 | 44:51 | 07:07 | 05:16 |
 | Hurricane Pike | 19 | 20.43% | 86.0 | 68.42% | +22.47% | +11.58% | +11.58% | 0.00% | 31:33 | 23:34 | 27:00 | 29:49 | 34:08 | 45:10 | 07:08 | 05:17 |
 | Magic Stick | 66 | 70.97% | 83.7 | 56.06% | +19.02% | +2.76% | -6.06% | -6.87% | 01:08 | -01:29 | -01:29 | -01:28 | 02:46 | 15:02 | 04:15 | 03:08 |
 | Dragon Lance | 84 | 90.32% | 81.4 | 53.57% | +31.35% | +32.14% | -25.00% | -35.34% | 10:52 | 08:12 | 09:39 | 10:29 | 11:16 | 27:08 | 01:37 | 01:11 |
 | Black King Bar | 85 | 91.40% | 79.1 | 52.94% | +27.94% | -0.56% | -24.37% | -7.60% | 22:06 | 17:24 | 20:01 | 21:46 | 23:09 | 35:07 | 03:08 | 02:19 |
 | Crystalys | 55 | 59.14% | 76.7 | 54.55% | +9.81% | +16.88% | -18.84% | -14.78% | 26:02 | 20:07 | 24:28 | 25:27 | 26:53 | 50:30 | 02:25 | 01:47 |
 | Boots of Speed | 93 | 100.00% | 74.4 | 50.54% | +50.54% | +1.63% | -2.71% | -2.12% | 03:30 | 01:20 | 02:17 | 03:26 | 04:20 | 06:36 | 02:03 | 01:31 |
 | Power Treads | 93 | 100.00% | 72.1 | 50.54% | +50.54% | +5.98% | -20.11% | -20.07% | 06:18 | 03:51 | 05:30 | 06:12 | 06:48 | 09:32 | 01:18 | 00:57 |
 | Blight Stone | 90 | 96.77% | 69.8 | 50.00% | -16.67% | +6.52% | -13.64% | -3.15% | 08:56 | -01:29 | 05:40 | 09:57 | 12:04 | 18:26 | 06:24 | 04:44 |
 | Desolator | 88 | 94.62% | 67.4 | 50.00% | -10.00% | +13.64% | -27.27% | -16.93% | 16:28 | 12:27 | 14:42 | 15:39 | 17:07 | 26:08 | 02:25 | 01:47 |
 | Aghanim's Blessing | 4 | 4.30% | 65.1 | 100.00% | +51.69% | 0.00% | 0.00% | 0.00% | 42:08 | 32:06 | 32:06 | 38:57 | 46:31 | 50:58 | 14:25 | 10:40 |
 | Void Stone | 16 | 17.20% | 62.8 | 62.50% | +14.45% | -12.50% | -12.50% | 0.00% | 34:34 | 22:31 | 30:42 | 32:23 | 37:00 | 51:16 | 06:18 | 04:40 |
 | Ring of Basilius | 27 | 29.03% | 60.5 | 55.56% | +7.08% | +15.87% | -26.99% | -18.91% | 06:49 | 02:50 | 05:35 | 06:48 | 07:51 | 10:30 | 02:16 | 01:40 |
 | Quelling Blade | 61 | 65.59% | 58.1 | 47.54% | -8.71% | -7.54% | +5.79% | 0.00% | -01:20 | -01:29 | -01:29 | -01:29 | -01:29 | 02:32 | 00:00 | 00:00 |
 | Bloodthorn | 5 | 5.38% | 55.8 | 80.00% | +31.14% | -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 | 5.38% | 53.5 | 80.00% | +31.14% | -80.00% | +20.00% | 0.00% | 36:20 | 28:07 | 28:07 | 34:17 | 34:34 | 51:03 | 06:27 | 04:46 |
 | Eye of Skadi | 5 | 5.38% | 51.2 | 80.00% | +31.14% | +20.00% | +20.00% | 0.00% | 36:28 | 22:49 | 22:49 | 31:09 | 40:43 | 56:55 | 17:54 | 13:15 |
 | Bottle | 21 | 22.58% | 48.8 | 47.62% | -3.77% | -7.62% | -27.62% | -20.00% | 01:41 | 01:04 | 01:28 | 01:40 | 01:57 | 02:08 | 00:29 | 00:21 |
 | Aghanim's Shard | 20 | 21.51% | 46.5 | 45.00% | -7.05% | +55.00% | -25.00% | -4.92% | 27:12 | 16:12 | 18:17 | 27:07 | 34:32 | 40:24 | 16:15 | 12:02 |
 | Orchid Malevolence | 6 | 6.45% | 44.2 | 66.67% | +17.24% | -66.67% | +33.33% | 0.00% | 32:27 | 22:31 | 25:20 | 30:54 | 32:44 | 51:16 | 07:24 | 05:28 |
 | Helm of Iron Will | 9 | 9.68% | 41.9 | 55.56% | +5.56% | +44.44% | +44.44% | 0.00% | 33:05 | 25:07 | 25:11 | 30:28 | 34:22 | 55:42 | 09:11 | 06:48 |
 | Nullifier | 9 | 9.68% | 39.5 | 55.56% | +5.56% | +44.44% | +44.44% | 0.00% | 33:38 | 25:43 | 25:45 | 31:13 | 34:52 | 55:58 | 09:07 | 06:45 |
 | Ring of Health | 10 | 10.75% | 37.2 | 50.00% | -0.60% | +16.67% | -50.00% | 0.00% | 35:29 | 26:38 | 32:21 | 34:17 | 39:48 | 47:01 | 07:27 | 05:31 |
 | Linken's Sphere | 10 | 10.75% | 34.9 | 50.00% | -0.60% | +50.00% | -50.00% | 0.00% | 35:42 | 26:55 | 32:24 | 34:17 | 40:04 | 47:08 | 07:40 | 05:40 |
 | Shadow Blade | 7 | 7.53% | 32.6 | 57.14% | +7.14% | +42.86% | -7.14% | 0.00% | 29:24 | 26:18 | 28:06 | 29:31 | 30:10 | 32:21 | 02:04 | 01:31 |
 | Aghanim's Scepter | 7 | 7.53% | 30.2 | 57.14% | +7.14% | -7.14% | +42.86% | 0.00% | 34:15 | 22:20 | 24:29 | 32:55 | 33:14 | 50:58 | 08:45 | 06:28 |
 | Silver Edge | 7 | 7.53% | 27.9 | 57.14% | +7.14% | +42.86% | -7.14% | 0.00% | 29:47 | 26:52 | 28:12 | 30:00 | 30:53 | 32:28 | 02:41 | 01:59 |
 | Monkey King Bar | 14 | 15.05% | 25.6 | 42.86% | -9.04% | +7.14% | -9.53% | 0.00% | 28:57 | 17:14 | 24:11 | 27:58 | 33:13 | 51:18 | 09:02 | 06:41 |
 | Javelin | 15 | 16.13% | 23.3 | 40.00% | -12.56% | +10.00% | -15.00% | -3.38% | 28:18 | 16:12 | 23:25 | 27:51 | 30:49 | 50:07 | 07:24 | 05:28 |
 | Wraith Band | 12 | 12.90% | 20.9 | 41.67% | -10.18% | +25.00% | -41.67% | 0.00% | 03:09 | 01:14 | 02:20 | 02:44 | 04:14 | 05:04 | 01:54 | 01:24 |
 | Butterfly | 4 | 4.30% | 18.6 | 50.00% | -0.56% | +50.00% | -50.00% | 0.00% | 29:59 | 24:44 | 24:44 | 29:45 | 30:40 | 34:46 | 05:56 | 04:23 |
 | Refresher Orb | 1 | 1.08% | 16.3 | 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 |
 | Scythe of Vyse | 1 | 1.08% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Buckler | 1 | 1.08% | 11.6 | 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 |
 | Skull Basher | 1 | 1.08% | 9.3 | 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 |
 | Ring of Protection | 1 | 1.08% | 7.0 | 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 |
 | Divine Rapier | 1 | 1.08% | 4.7 | 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 |
 | Wind Lace | 1 | 1.08% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |