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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 | |
 | Aether Lens | 3 | 6.25% | 100.0 | 100.00% | +71.11% | 0.00% | 0.00% | 0.00% | 43:43 | 37:29 | 37:29 | 40:56 | 52:44 | 52:44 | 15:15 | 11:17 |
 | Void Stone | 9 | 18.75% | 98.0 | 66.67% | +41.03% | -16.67% | +33.33% | 5.42% | 31:26 | 22:38 | 26:24 | 31:00 | 35:37 | 40:35 | 09:13 | 06:49 |
 | Hand of Midas | 8 | 16.67% | 95.9 | 62.50% | +35.00% | -12.50% | -12.50% | 0.00% | 15:40 | 10:58 | 12:16 | 15:05 | 18:02 | 19:46 | 05:46 | 04:16 |
 | Aghanim's Scepter | 17 | 35.42% | 93.9 | 47.06% | +21.25% | +2.94% | +2.94% | 0.00% | 31:14 | 22:43 | 27:00 | 31:14 | 32:49 | 41:13 | 05:49 | 04:18 |
 | Blink Dagger | 46 | 95.83% | 91.8 | 34.78% | +34.78% | +23.55% | +1.58% | -13.88% | 12:41 | 10:27 | 11:32 | 12:26 | 13:07 | 20:36 | 01:35 | 01:10 |
 | Bracer | 39 | 81.25% | 89.8 | 35.90% | +13.68% | +4.10% | +24.10% | 20.00% | 02:10 | -00:04 | 01:26 | 01:50 | 02:21 | 07:13 | 00:55 | 00:40 |
 | Overwhelming Blink | 4 | 8.33% | 87.8 | 75.00% | +45.45% | +25.00% | +25.00% | 0.00% | 41:13 | 36:04 | 36:04 | 38:39 | 44:32 | 45:38 | 08:28 | 06:16 |
 | Power Treads | 47 | 97.92% | 85.7 | 34.04% | +34.04% | -17.37% | -0.71% | 10.20% | 07:00 | 04:12 | 06:07 | 06:54 | 07:45 | 10:27 | 01:38 | 01:12 |
 | Boots of Speed | 48 | 100.00% | 83.7 | 33.33% | +33.33% | -8.33% | +8.34% | 7.35% | 05:07 | 02:04 | 03:49 | 05:19 | 06:05 | 08:55 | 02:16 | 01:40 |
 | Black King Bar | 41 | 85.42% | 81.6 | 34.15% | +5.58% | +15.85% | -4.15% | -4.15% | 24:23 | 15:52 | 20:58 | 23:30 | 25:47 | 51:03 | 04:49 | 03:34 |
 | Quelling Blade | 45 | 93.75% | 79.6 | 33.33% | 0.00% | -6.06% | +3.03% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Octarine Core | 2 | 4.17% | 77.6 | 100.00% | +69.57% | 0.00% | 0.00% | 0.00% | 47:37 | 40:17 | 40:17 | 54:56 | 54:56 | 54:56 | 14:39 | 10:51 |
 | Refresher Orb | 2 | 4.17% | 75.5 | 100.00% | +69.57% | 0.00% | 0.00% | 0.00% | 37:55 | 37:25 | 37:25 | 38:24 | 38:24 | 38:24 | 00:59 | 00:43 |
 | Heaven's Halberd | 7 | 14.58% | 73.5 | 57.14% | +27.87% | +42.86% | -7.14% | -6.07% | 32:51 | 24:41 | 27:25 | 33:20 | 35:39 | 38:46 | 08:14 | 06:05 |
 | Magic Wand | 40 | 83.33% | 71.4 | 32.50% | -5.00% | -12.50% | -2.50% | 2.40% | 07:12 | -01:23 | 04:20 | 06:55 | 08:30 | 19:28 | 04:10 | 03:05 |
 | Magic Stick | 45 | 93.75% | 69.4 | 31.11% | -35.56% | +5.25% | -3.84% | -1.96% | 03:21 | -01:29 | -01:29 | 02:32 | 06:07 | 19:23 | 07:36 | 05:37 |
 | Aghanim's Shard | 38 | 79.17% | 67.3 | 31.58% | -8.42% | -11.58% | +12.86% | 5.26% | 19:19 | 15:00 | 16:03 | 16:56 | 20:42 | 34:07 | 04:39 | 03:26 |
 | Sange | 8 | 16.67% | 65.3 | 50.00% | +20.00% | +50.00% | +50.00% | 0.00% | 30:13 | 22:58 | 25:39 | 30:01 | 33:58 | 36:08 | 08:19 | 06:09 |
 | Scythe of Vyse | 5 | 10.42% | 63.3 | 60.00% | +29.77% | +40.00% | -60.00% | -19.29% | 31:56 | 26:36 | 26:36 | 31:11 | 31:47 | 39:05 | 05:11 | 03:50 |
 | Ring of Health | 5 | 10.42% | 61.2 | 60.00% | +29.77% | +40.00% | -60.00% | -10.81% | 41:34 | 33:29 | 33:29 | 37:00 | 42:44 | 60:47 | 09:15 | 06:51 |
 | Manta Style | 6 | 12.50% | 59.2 | 50.00% | +19.05% | +50.00% | -50.00% | -8.31% | 33:06 | 23:43 | 27:19 | 32:38 | 39:21 | 39:26 | 12:02 | 08:54 |
 | Yasha | 6 | 12.50% | 57.1 | 50.00% | +19.05% | +50.00% | -50.00% | -9.06% | 29:57 | 18:31 | 25:10 | 30:39 | 36:12 | 36:56 | 11:02 | 08:10 |
 | Helm of Iron Will | 1 | 2.08% | 55.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 00:00 | 00:00 |
 | Daedalus | 1 | 2.08% | 53.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:58 | 34:58 | 34:58 | 34:58 | 34:58 | 34:58 | 00:00 | 00:00 |
 | Bottle | 1 | 2.08% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:20 | 01:20 | 01:20 | 01:20 | 01:20 | 01:20 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.08% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.08% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.08% | 44.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:13 | 30:13 | 30:13 | 30:13 | 30:13 | 30:13 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.08% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:46 | 53:46 | 53:46 | 53:46 | 53:46 | 53:46 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.08% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:56 | 47:56 | 47:56 | 47:56 | 47:56 | 47:56 | 00:00 | 00:00 |
 | Wind Lace | 6 | 12.50% | 38.8 | 33.33% | 0.00% | +16.67% | -33.33% | -12.20% | 06:37 | 03:36 | 04:13 | 07:23 | 08:19 | 08:45 | 04:06 | 03:02 |
 | Soul Ring | 7 | 14.58% | 36.7 | 28.57% | -5.58% | +71.43% | -28.57% | -100.00% | 07:15 | 04:36 | 06:58 | 07:34 | 07:37 | 08:27 | 00:39 | 00:28 |
 | Ring of Basilius | 2 | 4.17% | 34.7 | 50.00% | +17.39% | -50.00% | 0.00% | 0.00% | 12:29 | 08:26 | 08:26 | 16:32 | 16:32 | 16:32 | 08:06 | 06:00 |
 | Maelstrom | 2 | 4.17% | 32.7 | 50.00% | +17.39% | -50.00% | 0.00% | 0.00% | 46:31 | 41:52 | 41:52 | 51:10 | 51:10 | 51:10 | 09:18 | 06:53 |
 | Mjollnir | 2 | 4.17% | 30.6 | 50.00% | +17.39% | -50.00% | 0.00% | 0.00% | 47:27 | 43:17 | 43:17 | 51:37 | 51:37 | 51:37 | 08:20 | 06:10 |
 | Mage Slayer | 2 | 4.17% | 28.6 | 50.00% | +17.39% | +50.00% | 0.00% | 0.00% | 38:32 | 32:31 | 32:31 | 44:32 | 44:32 | 44:32 | 12:01 | 08:54 |
 | Javelin | 2 | 4.17% | 26.5 | 50.00% | +17.39% | -50.00% | 0.00% | 0.00% | 46:31 | 41:52 | 41:52 | 51:10 | 51:10 | 51:10 | 09:18 | 06:53 |
 | Ring of Protection | 11 | 22.92% | 24.5 | 18.18% | -19.66% | +48.49% | -18.18% | -2.64% | 17:07 | 00:18 | 05:40 | 07:05 | 30:53 | 47:41 | 25:13 | 18:40 |
 | Falcon Blade | 5 | 10.42% | 22.4 | 20.00% | -14.88% | +80.00% | -20.00% | -63.16% | 06:13 | 04:40 | 04:40 | 06:06 | 06:15 | 08:50 | 01:35 | 01:10 |
 | Fluffy Hat | 7 | 14.58% | 20.4 | 14.29% | -22.30% | +35.71% | -14.29% | -18.40% | 10:25 | 03:33 | 03:58 | 05:39 | 06:41 | 33:35 | 02:43 | 02:00 |
 | Assault Cuirass | 4 | 8.33% | 18.4 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 40:56 | 33:46 | 33:46 | 38:42 | 41:04 | 50:11 | 07:18 | 05:24 |
 | Force Staff | 1 | 2.08% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 2.08% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:32 | 44:32 | 44:32 | 44:32 | 44:32 | 44:32 | 00:00 | 00:00 |
 | Wraith Band | 3 | 6.25% | 12.2 | 0.00% | -35.56% | 0.00% | 0.00% | 0.00% | 15:48 | 02:57 | 02:57 | 07:28 | 36:59 | 36:59 | 34:02 | 25:12 |
 | Orchid Malevolence | 1 | 2.08% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 2.08% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.08% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Buckler | 4 | 8.33% | 4.1 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 38:40 | 30:53 | 30:53 | 33:14 | 40:23 | 50:11 | 09:30 | 07:02 |
 | Linken's Sphere | 2 | 4.17% | 2.0 | 0.00% | -34.78% | 0.00% | 0.00% | 0.00% | 52:13 | 43:08 | 43:08 | 1:01:18 | 1:01:18 | 1:01:18 | 18:10 | 13:27 |