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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 | |
 | Ring of Basilius | 48 | 90.57% | 100.0 | 52.08% | +32.08% | -18.75% | -10.41% | 1.59% | 06:05 | 00:55 | 03:05 | 06:32 | 08:20 | 11:56 | 05:15 | 03:53 |
 | Ring of Protection | 48 | 90.57% | 98.2 | 52.08% | +32.08% | -10.41% | -2.08% | 1.44% | 04:08 | -01:29 | -01:24 | 05:07 | 07:10 | 09:39 | 08:34 | 06:20 |
 | Ring of Aquila | 48 | 90.57% | 96.4 | 52.08% | +32.08% | -2.08% | -2.08% | 0.00% | 07:54 | 02:56 | 06:32 | 07:50 | 09:09 | 13:37 | 02:37 | 01:56 |
 | Wraith Band | 48 | 90.57% | 94.5 | 52.08% | +32.08% | -2.08% | -18.75% | -2.99% | 05:25 | -01:29 | 02:48 | 06:16 | 08:23 | 13:18 | 05:35 | 04:08 |
 | Magic Stick | 47 | 88.68% | 92.7 | 51.06% | +17.73% | -9.39% | -1.06% | 1.44% | 04:26 | 00:17 | 01:09 | 04:16 | 06:56 | 09:56 | 05:47 | 04:17 |
 | Magic Wand | 47 | 88.68% | 90.9 | 51.06% | +17.73% | -9.39% | +7.27% | 3.23% | 05:24 | 00:17 | 02:26 | 06:22 | 07:35 | 11:38 | 05:09 | 03:48 |
 | Boots of Speed | 53 | 100.00% | 89.1 | 49.06% | +49.06% | +27.86% | +12.48% | -12.47% | 01:51 | -01:29 | 01:18 | 01:56 | 02:32 | 05:38 | 01:14 | 00:54 |
 | Sange | 44 | 83.02% | 87.3 | 50.00% | +5.56% | -13.64% | -4.55% | 1.33% | 20:30 | 11:21 | 16:04 | 18:59 | 22:53 | 34:08 | 06:49 | 05:02 |
 | Chainmail | 19 | 35.85% | 85.5 | 57.89% | +13.77% | +22.11% | -37.89% | -2.86% | 34:45 | 11:05 | 18:13 | 36:13 | 39:12 | 1:44:31 | 20:59 | 15:32 |
 | Shiva's Guard | 15 | 28.30% | 83.6 | 60.00% | +15.26% | +15.00% | -35.00% | -7.58% | 36:50 | 24:12 | 32:59 | 38:08 | 39:35 | 47:25 | 06:36 | 04:53 |
 | Wind Lace | 42 | 79.25% | 81.8 | 47.62% | -6.93% | +6.93% | -27.62% | -5.60% | 07:53 | -01:29 | 06:07 | 09:40 | 12:17 | 14:12 | 06:10 | 04:34 |
 | Phase Boots | 45 | 84.91% | 80.0 | 46.67% | -15.83% | +26.06% | -1.22% | -9.80% | 06:01 | 03:02 | 04:31 | 05:11 | 07:18 | 16:12 | 02:47 | 02:03 |
 | Silver Edge | 3 | 5.66% | 78.2 | 100.00% | +54.00% | 0.00% | 0.00% | 0.00% | 42:07 | 36:41 | 36:41 | 40:07 | 49:34 | 49:34 | 12:53 | 09:32 |
 | Headdress | 3 | 5.66% | 76.4 | 100.00% | +54.00% | 0.00% | 0.00% | 0.00% | 21:54 | 19:18 | 19:18 | 20:52 | 25:33 | 25:33 | 06:15 | 04:37 |
 | Pipe of Insight | 3 | 5.66% | 74.5 | 100.00% | +54.00% | 0.00% | 0.00% | 0.00% | 22:36 | 19:40 | 19:40 | 22:14 | 25:54 | 25:54 | 06:14 | 04:37 |
 | Shadow Blade | 3 | 5.66% | 72.7 | 100.00% | +54.00% | 0.00% | 0.00% | 0.00% | 38:55 | 33:16 | 33:16 | 39:33 | 43:55 | 43:55 | 10:39 | 07:53 |
 | Sange and Yasha | 30 | 56.60% | 70.9 | 50.00% | +2.17% | -25.00% | -21.43% | 0.49% | 22:39 | 14:08 | 18:55 | 21:11 | 26:16 | 34:35 | 07:21 | 05:26 |
 | Assault Cuirass | 11 | 20.75% | 69.1 | 63.64% | +18.40% | +36.36% | -30.31% | -26.32% | 40:44 | 32:41 | 37:47 | 39:44 | 40:19 | 54:34 | 02:32 | 01:52 |
 | Orb of Venom | 9 | 16.98% | 67.3 | 66.67% | +21.22% | -16.67% | -66.67% | -2.89% | 44:14 | 29:58 | 32:44 | 41:10 | 50:01 | 1:04:15 | 17:17 | 12:48 |
 | Yasha | 31 | 58.49% | 65.5 | 48.39% | -1.61% | +1.61% | +1.61% | 0.00% | 19:33 | 09:38 | 16:19 | 18:51 | 21:35 | 33:37 | 05:16 | 03:54 |
 | Eye of Skadi | 7 | 13.21% | 63.6 | 71.43% | +25.78% | -21.43% | -21.43% | 0.00% | 41:33 | 30:53 | 34:25 | 40:49 | 42:17 | 60:28 | 07:52 | 05:49 |
 | Black King Bar | 34 | 64.15% | 61.8 | 47.06% | -5.57% | +8.50% | -22.06% | -5.93% | 28:25 | 16:34 | 25:21 | 28:17 | 30:30 | 40:20 | 05:09 | 03:48 |
 | Drum of Endurance | 37 | 69.81% | 60.0 | 45.95% | -10.30% | -1.51% | -23.73% | -8.28% | 12:46 | 06:08 | 11:30 | 12:49 | 14:11 | 16:40 | 02:41 | 01:59 |
 | Bracer | 38 | 71.70% | 58.2 | 44.74% | -15.26% | +5.26% | -22.52% | -10.68% | 10:15 | 05:59 | 08:58 | 10:14 | 11:34 | 16:10 | 02:36 | 01:55 |
 | Ring of Health | 18 | 33.96% | 56.4 | 50.00% | +1.43% | -30.00% | 0.00% | 2.85% | 25:25 | 11:58 | 18:11 | 20:06 | 28:42 | 58:27 | 10:31 | 07:47 |
 | Medallion of Courage | 4 | 7.55% | 54.5 | 75.00% | +28.06% | +25.00% | -75.00% | 0.00% | 24:52 | 17:23 | 17:23 | 21:45 | 28:30 | 31:51 | 11:07 | 08:14 |
 | Solar Crest | 4 | 7.55% | 52.7 | 75.00% | +28.06% | +25.00% | -75.00% | 0.00% | 26:21 | 18:11 | 18:11 | 26:02 | 28:49 | 32:23 | 10:38 | 07:52 |
 | Blight Stone | 4 | 7.55% | 50.9 | 75.00% | +28.06% | +25.00% | -75.00% | 0.00% | 24:52 | 17:23 | 17:23 | 21:45 | 28:30 | 31:51 | 11:07 | 08:14 |
 | Linken's Sphere | 4 | 7.55% | 49.1 | 75.00% | +28.06% | +25.00% | -75.00% | 0.00% | 41:02 | 27:06 | 27:06 | 35:59 | 40:16 | 60:47 | 13:10 | 09:45 |
 | Void Stone | 4 | 7.55% | 47.3 | 75.00% | +28.06% | +25.00% | -75.00% | 0.00% | 40:14 | 25:18 | 25:18 | 35:45 | 39:08 | 60:43 | 13:50 | 10:14 |
 | Heaven's Halberd | 16 | 30.19% | 45.5 | 43.75% | -7.60% | -18.75% | -18.75% | 0.00% | 25:30 | 17:41 | 19:36 | 21:07 | 26:27 | 57:55 | 06:51 | 05:04 |
 | Dragon Lance | 14 | 26.42% | 43.6 | 35.71% | -18.14% | +14.29% | -2.38% | -2.26% | 20:30 | 10:49 | 16:43 | 18:18 | 24:06 | 31:33 | 07:23 | 05:28 |
 | Power Treads | 6 | 11.32% | 41.8 | 50.00% | +1.06% | 0.00% | +50.00% | 0.00% | 07:18 | 04:06 | 04:10 | 07:23 | 09:31 | 10:52 | 05:21 | 03:57 |
 | Blade Mail | 6 | 11.32% | 40.0 | 50.00% | +1.06% | +50.00% | -50.00% | 0.00% | 33:32 | 14:30 | 15:20 | 16:57 | 31:14 | 1:44:32 | 15:54 | 11:46 |
 | Hood of Defiance | 7 | 13.21% | 38.2 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 18:29 | 11:58 | 17:03 | 19:28 | 20:04 | 22:12 | 03:01 | 02:14 |
 | Force Staff | 8 | 15.09% | 36.4 | 37.50% | -13.61% | +12.50% | -37.50% | -6.59% | 25:17 | 17:39 | 20:19 | 22:58 | 27:54 | 36:56 | 07:35 | 05:37 |
 | Hurricane Pike | 8 | 15.09% | 34.5 | 37.50% | -13.61% | +12.50% | -37.50% | -9.17% | 27:28 | 21:12 | 23:20 | 27:23 | 28:47 | 36:56 | 05:27 | 04:02 |
 | Aghanim's Scepter | 10 | 18.87% | 32.7 | 30.00% | -23.49% | +3.33% | +20.00% | 1.05% | 40:46 | 23:22 | 30:57 | 39:22 | 46:49 | 1:06:44 | 15:52 | 11:45 |
 | Heart of Tarrasque | 2 | 3.77% | 30.9 | 50.00% | +0.98% | +50.00% | 0.00% | 0.00% | 51:37 | 48:47 | 48:47 | 54:26 | 54:26 | 54:26 | 05:39 | 04:11 |
 | Diffusal Blade | 2 | 3.77% | 29.1 | 50.00% | +0.98% | +50.00% | 0.00% | 0.00% | 33:24 | 30:32 | 30:32 | 36:15 | 36:15 | 36:15 | 05:43 | 04:14 |
 | Bottle | 2 | 3.77% | 27.3 | 50.00% | +0.98% | +50.00% | 0.00% | 0.00% | 05:35 | 04:07 | 04:07 | 07:02 | 07:02 | 07:02 | 02:55 | 02:09 |
 | Hand of Midas | 3 | 5.66% | 25.5 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 13:02 | 07:12 | 07:12 | 14:06 | 17:48 | 17:48 | 10:36 | 07:51 |
 | Maelstrom | 3 | 5.66% | 23.6 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 1:05:11 | 43:34 | 43:34 | 44:56 | 1:47:04 | 1:47:04 | 1:03:30 | 47:02 |
 | Butterfly | 5 | 9.43% | 21.8 | 20.00% | -32.08% | +80.00% | -20.00% | 0.00% | 48:43 | 43:34 | 43:34 | 47:05 | 53:53 | 55:07 | 10:19 | 07:38 |
 | Bloodthorn | 1 | 1.89% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:53 | 57:53 | 57:53 | 57:53 | 57:53 | 57:53 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.89% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:14 | 12:14 | 12:14 | 12:14 | 12:14 | 12:14 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.89% | 16.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.89% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:53 | 57:53 | 57:53 | 57:53 | 57:53 | 57:53 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.89% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.89% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:34:25 | 1:34:25 | 1:34:25 | 1:34:25 | 1:34:25 | 1:34:25 | 00:00 | 00:00 |
 | Javelin | 1 | 1.89% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:18 | 57:18 | 57:18 | 57:18 | 57:18 | 57:18 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.89% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:12 | 1:09:12 | 1:09:12 | 1:09:12 | 1:09:12 | 1:09:12 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.89% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.89% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.89% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:52 | 57:52 | 57:52 | 57:52 | 57:52 | 57:52 | 00:00 | 00:00 |