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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 | |
 | Refresher Orb | 22 | 18.49% | 100.0 | 72.73% | +33.55% | -6.06% | +27.27% | 5.54% | 41:47 | 32:48 | 39:01 | 42:09 | 45:02 | 49:58 | 06:01 | 04:27 |
 | Ring of Health | 26 | 21.85% | 97.6 | 65.38% | +25.60% | -22.52% | +17.95% | 5.14% | 38:49 | 28:28 | 35:14 | 38:13 | 43:06 | 49:48 | 07:52 | 05:49 |
 | Aghanim's Scepter | 74 | 62.18% | 95.1 | 54.05% | +22.94% | -6.68% | -15.16% | -1.52% | 28:26 | 18:41 | 25:53 | 27:41 | 31:27 | 45:05 | 05:34 | 04:07 |
 | Aether Lens | 69 | 57.98% | 92.7 | 53.62% | +19.62% | +11.09% | +11.09% | 0.00% | 26:15 | 13:02 | 20:19 | 24:38 | 29:47 | 53:56 | 09:28 | 07:00 |
 | Void Stone | 81 | 68.07% | 90.2 | 51.85% | +20.27% | +3.15% | +18.15% | 1.28% | 25:14 | 08:54 | 18:57 | 24:27 | 30:41 | 45:13 | 11:44 | 08:41 |
 | Kaya and Sange | 35 | 29.41% | 87.8 | 57.14% | +16.66% | -1.58% | -1.58% | 0.00% | 19:05 | 11:59 | 15:59 | 18:49 | 20:30 | 36:53 | 04:31 | 03:20 |
 | Sange | 35 | 29.41% | 85.4 | 57.14% | +16.66% | +9.53% | -1.58% | -2.49% | 18:54 | 11:59 | 15:42 | 18:49 | 20:10 | 36:47 | 04:28 | 03:18 |
 | Octarine Core | 25 | 21.01% | 82.9 | 60.00% | +18.51% | -10.00% | +6.67% | 1.41% | 38:58 | 23:02 | 33:18 | 38:01 | 45:06 | 58:03 | 11:48 | 08:44 |
 | Aghanim's Shard | 116 | 97.48% | 80.5 | 46.55% | +46.55% | +1.73% | +1.73% | 0.00% | 17:22 | 15:00 | 15:30 | 17:01 | 18:17 | 29:33 | 02:47 | 02:03 |
 | Arcane Boots | 115 | 96.64% | 78.0 | 46.09% | +21.09% | +2.19% | +9.08% | 1.36% | 09:25 | 04:27 | 06:41 | 08:30 | 11:45 | 20:00 | 05:04 | 03:45 |
 | Boots of Speed | 119 | 100.00% | 75.6 | 45.38% | +45.38% | -2.05% | +1.29% | 1.25% | 05:37 | -01:29 | 04:03 | 05:02 | 06:43 | 12:28 | 02:40 | 01:58 |
 | Magic Stick | 95 | 79.83% | 73.2 | 45.26% | -0.57% | +4.74% | -3.59% | -1.45% | 03:19 | -01:29 | 00:04 | 02:13 | 05:49 | 18:05 | 05:45 | 04:15 |
 | Magic Wand | 77 | 64.71% | 70.7 | 45.45% | +0.21% | -3.34% | +7.18% | 2.05% | 07:27 | 00:31 | 03:40 | 06:41 | 08:48 | 29:54 | 05:08 | 03:48 |
 | Null Talisman | 56 | 47.06% | 68.3 | 46.43% | +1.99% | -3.57% | -3.57% | 0.00% | 04:27 | -01:29 | 02:46 | 03:38 | 04:56 | 31:32 | 02:10 | 01:36 |
 | Ring of Basilius | 32 | 26.89% | 65.9 | 50.00% | +6.32% | 0.00% | +12.50% | 2.06% | 05:01 | -01:29 | 01:09 | 03:22 | 07:13 | 22:16 | 06:04 | 04:29 |
 | Bottle | 57 | 47.90% | 63.4 | 43.86% | -2.91% | -15.29% | -1.00% | 14.29% | 01:21 | 00:29 | 01:10 | 01:17 | 01:28 | 02:33 | 00:18 | 00:13 |
 | Kaya | 69 | 57.98% | 61.0 | 42.03% | -7.97% | -12.62% | -12.62% | 0.00% | 17:01 | 08:58 | 11:44 | 12:46 | 13:40 | 55:54 | 01:56 | 01:25 |
 | Fluffy Hat | 16 | 13.45% | 58.5 | 56.25% | +12.56% | +18.75% | -6.25% | 0.00% | 21:03 | 07:31 | 16:47 | 18:27 | 24:40 | 37:10 | 07:53 | 05:50 |
 | Aeon Disk | 7 | 5.88% | 56.1 | 71.43% | +27.68% | +28.57% | -21.43% | 0.00% | 37:49 | 30:45 | 34:15 | 36:45 | 38:08 | 48:01 | 03:53 | 02:52 |
 | Blink Dagger | 20 | 16.81% | 53.7 | 50.00% | +5.56% | -30.00% | +30.00% | 4.86% | 33:45 | 22:16 | 25:42 | 33:55 | 38:02 | 50:44 | 12:20 | 09:08 |
 | Wind Lace | 21 | 17.65% | 51.2 | 47.62% | +2.72% | +32.38% | -7.62% | -2.94% | 16:04 | -00:23 | 06:34 | 10:44 | 20:11 | 59:28 | 13:37 | 10:05 |
 | Ghost Scepter | 22 | 18.49% | 48.8 | 45.45% | +0.09% | -12.12% | +34.55% | 4.58% | 28:18 | 14:45 | 23:19 | 27:23 | 33:30 | 49:44 | 10:11 | 07:32 |
 | Force Staff | 14 | 11.76% | 46.3 | 50.00% | +5.24% | 0.00% | -16.67% | 0.00% | 24:42 | 13:06 | 18:45 | 24:43 | 30:17 | 37:10 | 11:32 | 08:32 |
 | Ethereal Blade | 17 | 14.29% | 43.9 | 47.06% | +1.96% | -22.06% | +27.94% | 0.00% | 32:23 | 19:33 | 22:54 | 29:13 | 33:50 | 56:56 | 10:56 | 08:05 |
 | Veil of Discord | 9 | 7.56% | 41.5 | 55.56% | +11.01% | -5.56% | -5.56% | 0.00% | 18:33 | 10:52 | 15:20 | 18:16 | 21:02 | 25:05 | 05:42 | 04:13 |
 | Crown | 9 | 7.56% | 39.0 | 55.56% | +11.01% | -5.56% | -5.56% | 0.00% | 16:52 | 07:40 | 12:57 | 16:41 | 20:44 | 23:49 | 07:47 | 05:45 |
 | Overwhelming Blink | 2 | 1.68% | 36.6 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 52:38 | 43:55 | 43:55 | 1:01:20 | 1:01:20 | 1:01:20 | 17:25 | 12:54 |
 | Scythe of Vyse | 2 | 1.68% | 34.1 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 47:34 | 40:47 | 40:47 | 54:21 | 54:21 | 54:21 | 13:34 | 10:02 |
 | Black King Bar | 5 | 4.20% | 31.7 | 60.00% | +15.26% | +40.00% | -60.00% | 0.00% | 31:39 | 25:39 | 25:39 | 31:44 | 33:46 | 36:18 | 08:07 | 06:00 |
 | Aghanim's Blessing | 3 | 2.52% | 29.3 | 66.67% | +21.84% | +33.33% | 0.00% | 0.00% | 53:29 | 48:37 | 48:37 | 53:13 | 58:37 | 58:37 | 10:00 | 07:24 |
 | Arcane Blink | 1 | 0.84% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 1.68% | 24.4 | 50.00% | +4.70% | -50.00% | 0.00% | 0.00% | 14:08 | 08:49 | 08:49 | 19:26 | 19:26 | 19:26 | 10:37 | 07:51 |
 | Linken's Sphere | 3 | 2.52% | 22.0 | 33.33% | -12.36% | +66.67% | 0.00% | 0.00% | 42:53 | 36:38 | 36:38 | 43:02 | 48:58 | 48:58 | 12:20 | 09:08 |
 | Glimmer Cape | 3 | 2.52% | 19.5 | 33.33% | -12.36% | -33.33% | 0.00% | 0.00% | 36:28 | 30:41 | 30:41 | 34:25 | 44:19 | 44:19 | 13:38 | 10:05 |
 | Eul's Scepter of Divinity | 7 | 5.88% | 17.1 | 14.29% | -33.03% | -14.29% | +35.71% | 0.00% | 31:25 | 12:54 | 14:47 | 24:38 | 25:36 | 60:08 | 10:49 | 08:00 |
 | Yasha | 1 | 0.84% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.84% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.84% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Quelling Blade | 4 | 3.36% | 7.3 | 0.00% | -46.96% | 0.00% | 0.00% | 0.00% | 08:27 | -01:19 | -01:19 | 06:56 | 13:28 | 14:43 | 14:47 | 10:57 |
 | Headdress | 2 | 1.68% | 4.9 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Wind Waker | 1 | 0.84% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:05 | 59:05 | 59:05 | 59:05 | 59:05 | 59:05 | 00:00 | 00:00 |