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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 Health | 27 | 33.75% | 100.0 | 77.78% | +32.50% | +7.93% | -34.92% | -2.92% | 35:20 | 21:43 | 27:38 | 35:06 | 42:17 | 56:24 | 14:39 | 10:51 |
 | Aghanim's Scepter | 52 | 65.00% | 98.0 | 65.38% | +26.09% | -3.84% | -3.84% | 0.00% | 30:07 | 22:21 | 26:11 | 29:18 | 33:37 | 41:42 | 07:26 | 05:30 |
 | Void Stone | 49 | 61.25% | 95.9 | 65.31% | +23.37% | -6.98% | +9.69% | 0.96% | 26:51 | 08:15 | 18:13 | 24:57 | 35:32 | 56:24 | 17:19 | 12:49 |
 | Linken's Sphere | 11 | 13.75% | 93.9 | 81.82% | +29.65% | -15.15% | -15.15% | 0.00% | 29:44 | 23:15 | 27:23 | 29:20 | 29:49 | 35:53 | 02:26 | 01:48 |
 | Aeon Disk | 5 | 6.25% | 91.8 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 39:24 | 35:17 | 35:17 | 38:08 | 40:59 | 46:19 | 05:42 | 04:13 |
 | Chainmail | 59 | 73.75% | 89.8 | 61.02% | +18.16% | +5.65% | +5.65% | 0.00% | 08:25 | 02:47 | 06:45 | 07:50 | 09:08 | 21:55 | 02:23 | 01:45 |
 | Phase Boots | 58 | 72.50% | 87.8 | 60.34% | +14.89% | +12.99% | +11.09% | -0.81% | 09:01 | 05:42 | 07:21 | 08:25 | 09:41 | 21:55 | 02:20 | 01:43 |
 | Maelstrom | 73 | 91.25% | 85.7 | 57.53% | +14.67% | +9.14% | -7.53% | -4.27% | 16:18 | 10:22 | 13:48 | 15:33 | 17:42 | 24:51 | 03:54 | 02:53 |
 | Magic Wand | 73 | 91.25% | 83.7 | 57.53% | +14.67% | -1.97% | -7.53% | -1.68% | 07:57 | 01:25 | 05:43 | 07:36 | 09:02 | 19:38 | 03:19 | 02:27 |
 | Magic Stick | 80 | 100.00% | 81.6 | 56.25% | +56.25% | +23.75% | -21.25% | -10.23% | 04:27 | -01:30 | 02:17 | 03:48 | 06:41 | 14:35 | 04:24 | 03:15 |
 | Boots of Speed | 80 | 100.00% | 79.6 | 56.25% | +56.25% | +3.75% | -16.25% | -16.90% | 04:19 | 00:59 | 03:36 | 04:09 | 04:47 | 07:19 | 01:11 | 00:52 |
 | Bottle | 80 | 100.00% | 77.6 | 56.25% | +56.25% | +8.75% | +3.75% | -5.00% | 01:49 | 00:38 | 01:28 | 01:36 | 01:46 | 06:22 | 00:18 | 00:13 |
 | Quelling Blade | 80 | 100.00% | 75.5 | 56.25% | +56.25% | +13.75% | -6.25% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Javelin | 74 | 92.50% | 73.5 | 56.76% | +6.76% | +1.13% | -1.20% | -0.57% | 13:26 | 06:29 | 10:34 | 12:11 | 14:38 | 26:35 | 04:04 | 03:00 |
 | Black King Bar | 51 | 63.75% | 71.4 | 58.82% | +7.10% | +10.41% | -28.05% | -5.86% | 24:49 | 16:02 | 21:07 | 23:07 | 27:41 | 38:17 | 06:34 | 04:51 |
 | Aghanim's Shard | 32 | 40.00% | 69.4 | 62.50% | +10.42% | 0.00% | 0.00% | 0.00% | 32:48 | 24:26 | 28:23 | 31:00 | 34:26 | 49:59 | 06:03 | 04:28 |
 | Kaya and Sange | 12 | 15.00% | 67.3 | 75.00% | +22.06% | +25.00% | +25.00% | 0.00% | 28:38 | 20:41 | 23:01 | 30:36 | 31:47 | 35:06 | 08:46 | 06:29 |
 | Sange | 12 | 15.00% | 65.3 | 75.00% | +22.06% | +25.00% | -8.33% | -3.68% | 26:42 | 17:18 | 21:57 | 25:43 | 31:00 | 33:51 | 09:03 | 06:42 |
 | Crown | 4 | 5.00% | 63.3 | 100.00% | +46.05% | 0.00% | 0.00% | 0.00% | 41:14 | 32:15 | 32:15 | 42:21 | 43:13 | 47:08 | 10:58 | 08:07 |
 | Blight Stone | 54 | 67.50% | 61.2 | 53.70% | -7.84% | +3.44% | +0.15% | -1.58% | 04:02 | 01:09 | 02:44 | 03:34 | 04:49 | 09:53 | 02:05 | 01:32 |
 | Kaya | 13 | 16.25% | 59.2 | 69.23% | +15.50% | +30.77% | -2.56% | -3.85% | 27:27 | 16:33 | 22:53 | 28:14 | 31:32 | 36:07 | 08:39 | 06:24 |
 | Refresher Orb | 13 | 16.25% | 57.1 | 69.23% | +15.50% | +30.77% | -2.56% | -4.88% | 43:42 | 30:56 | 38:38 | 43:56 | 45:28 | 56:25 | 06:50 | 05:03 |
 | Fluffy Hat | 42 | 52.50% | 55.1 | 54.76% | -3.13% | +8.88% | -14.76% | -7.24% | 08:01 | 02:46 | 06:17 | 07:16 | 09:33 | 25:02 | 03:16 | 02:25 |
 | Orb of Corrosion | 41 | 51.25% | 53.1 | 53.66% | -5.31% | -3.66% | -23.66% | -5.85% | 08:39 | 03:26 | 06:46 | 07:45 | 10:11 | 25:02 | 03:25 | 02:31 |
 | Orb of Venom | 41 | 51.25% | 51.0 | 53.66% | -5.31% | -13.66% | -3.66% | 3.23% | 07:44 | 02:06 | 05:43 | 07:18 | 08:49 | 25:02 | 03:06 | 02:17 |
 | Rod of Atos | 3 | 3.75% | 49.0 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 40:36 | 32:16 | 32:16 | 42:21 | 47:10 | 47:10 | 14:54 | 11:02 |
 | Gleipnir | 3 | 3.75% | 46.9 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 41:13 | 32:32 | 32:32 | 42:23 | 48:45 | 48:45 | 16:13 | 12:00 |
 | Shiva's Guard | 9 | 11.25% | 44.9 | 66.67% | +11.74% | +33.33% | +33.33% | 0.00% | 34:44 | 24:54 | 33:28 | 34:35 | 37:32 | 39:06 | 04:04 | 03:00 |
 | Wind Lace | 27 | 33.75% | 42.9 | 48.15% | -12.23% | +8.99% | -19.58% | -3.14% | 14:16 | 03:21 | 09:13 | 14:52 | 18:19 | 21:44 | 09:06 | 06:44 |
 | Eul's Scepter of Divinity | 23 | 28.75% | 40.8 | 47.83% | -11.82% | +18.84% | -14.50% | -7.66% | 18:37 | 11:48 | 16:30 | 19:35 | 20:51 | 22:59 | 04:21 | 03:13 |
 | Eye of Skadi | 2 | 2.50% | 38.8 | 100.00% | +44.87% | 0.00% | 0.00% | 0.00% | 53:45 | 37:30 | 37:30 | 1:10:00 | 1:10:00 | 1:10:00 | 32:30 | 24:04 |
 | Wind Waker | 2 | 2.50% | 36.7 | 100.00% | +44.87% | 0.00% | 0.00% | 0.00% | 50:54 | 47:46 | 47:46 | 54:02 | 54:02 | 54:02 | 06:16 | 04:38 |
 | Octarine Core | 2 | 2.50% | 34.7 | 100.00% | +44.87% | 0.00% | 0.00% | 0.00% | 40:01 | 39:23 | 39:23 | 40:38 | 40:38 | 40:38 | 01:15 | 00:55 |
 | Aether Lens | 2 | 2.50% | 32.7 | 100.00% | +44.87% | 0.00% | 0.00% | 0.00% | 39:50 | 39:02 | 39:02 | 40:38 | 40:38 | 40:38 | 01:36 | 01:11 |
 | Falcon Blade | 3 | 3.75% | 30.6 | 66.67% | +10.83% | +33.33% | 0.00% | 0.00% | 07:21 | 06:22 | 06:22 | 07:34 | 08:08 | 08:08 | 01:46 | 01:18 |
 | Lotus Orb | 1 | 1.25% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.25% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 |
 | Dagon | 1 | 1.25% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:13 | 43:13 | 43:13 | 43:13 | 43:13 | 43:13 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.25% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.25% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:17 | 47:17 | 47:17 | 47:17 | 47:17 | 47:17 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 2.50% | 18.4 | 50.00% | -6.41% | -50.00% | 0.00% | 0.00% | 49:02 | 46:35 | 46:35 | 51:28 | 51:28 | 51:28 | 04:53 | 03:37 |
 | Urn of Shadows | 2 | 2.50% | 16.3 | 50.00% | -6.41% | +50.00% | 0.00% | 0.00% | 08:26 | 06:52 | 06:52 | 10:00 | 10:00 | 10:00 | 03:08 | 02:19 |
 | Spirit Vessel | 2 | 2.50% | 14.3 | 50.00% | -6.41% | +50.00% | 0.00% | 0.00% | 12:48 | 11:25 | 11:25 | 14:10 | 14:10 | 14:10 | 02:45 | 02:02 |
 | Aghanim's Blessing | 3 | 3.75% | 12.2 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 55:19 | 50:22 | 50:22 | 56:53 | 58:41 | 58:41 | 08:19 | 06:09 |
 | Power Treads | 3 | 3.75% | 10.2 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 09:05 | 07:42 | 07:42 | 09:12 | 10:20 | 10:20 | 02:38 | 01:57 |
 | Ring of Protection | 3 | 3.75% | 8.2 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 04:54 | -01:29 | -01:29 | 06:52 | 09:18 | 09:18 | 10:47 | 07:59 |
 | Blink Dagger | 1 | 1.25% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 00:00 | 00:00 |
 | Yasha | 1 | 1.25% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.25% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:10 | 53:10 | 53:10 | 53:10 | 53:10 | 53:10 | 00:00 | 00:00 |