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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 | |
 | Aghanim's Shard | 18 | 24.00% | 100.0 | 83.33% | +42.98% | +16.67% | -8.33% | -1.75% | 31:22 | 22:32 | 24:15 | 25:21 | 38:32 | 59:36 | 14:17 | 10:34 |
 | Witch Blade | 16 | 21.33% | 97.4 | 81.25% | +38.88% | -6.25% | -6.25% | 0.00% | 24:54 | 11:22 | 21:26 | 27:04 | 28:33 | 33:18 | 07:07 | 05:16 |
 | Chainmail | 16 | 21.33% | 94.7 | 81.25% | +38.88% | -6.25% | -6.25% | 0.00% | 24:26 | 10:02 | 21:25 | 26:23 | 27:30 | 33:10 | 06:05 | 04:30 |
 | Tranquil Boots | 15 | 20.00% | 92.1 | 73.33% | +28.33% | +1.67% | +1.67% | 0.00% | 07:19 | 03:25 | 04:43 | 06:35 | 07:06 | 22:19 | 02:23 | 01:45 |
 | Void Stone | 49 | 65.33% | 89.5 | 59.18% | +24.56% | -0.85% | -9.18% | -0.94% | 29:13 | 15:06 | 24:02 | 28:10 | 32:53 | 47:27 | 08:51 | 06:33 |
 | Refresher Orb | 12 | 16.00% | 86.8 | 75.00% | +28.97% | -8.33% | -41.67% | -2.89% | 43:45 | 36:45 | 37:15 | 40:19 | 48:46 | 54:02 | 11:31 | 08:31 |
 | Ring of Health | 12 | 16.00% | 84.2 | 75.00% | +28.97% | -8.33% | -8.33% | 0.00% | 41:07 | 31:13 | 36:18 | 37:32 | 47:11 | 53:57 | 10:53 | 08:03 |
 | Blink Dagger | 67 | 89.33% | 81.6 | 55.22% | +42.72% | +15.37% | -2.28% | -1.81% | 21:23 | 10:55 | 15:24 | 22:46 | 25:10 | 36:52 | 09:46 | 07:14 |
 | Aether Lens | 46 | 61.33% | 78.9 | 56.52% | +15.14% | +10.15% | -11.07% | -2.46% | 29:19 | 15:11 | 24:16 | 27:57 | 32:54 | 47:46 | 08:38 | 06:23 |
 | Wind Lace | 64 | 85.33% | 76.3 | 53.13% | +16.77% | +3.12% | +3.12% | 0.00% | 06:06 | -01:29 | 04:08 | 05:19 | 07:06 | 20:03 | 02:58 | 02:11 |
 | Magic Wand | 70 | 93.33% | 73.7 | 51.43% | +11.43% | -1.43% | +1.51% | 0.51% | 07:35 | -01:29 | 04:52 | 06:13 | 10:41 | 27:22 | 05:49 | 04:18 |
 | Boots of Speed | 75 | 100.00% | 71.1 | 50.67% | +50.67% | -13.83% | +12.49% | 26.32% | 03:23 | 00:40 | 02:51 | 03:15 | 03:45 | 07:28 | 00:54 | 00:40 |
 | Black King Bar | 66 | 88.00% | 68.4 | 51.52% | +7.08% | +7.30% | -7.77% | -3.83% | 21:04 | 15:25 | 17:56 | 19:41 | 21:52 | 40:13 | 03:56 | 02:54 |
 | Magic Stick | 69 | 92.00% | 65.8 | 49.28% | -17.39% | +3.66% | -8.10% | -2.38% | 04:56 | -01:29 | 02:14 | 04:14 | 07:10 | 21:46 | 04:56 | 03:39 |
 | Octarine Core | 26 | 34.67% | 63.2 | 57.69% | +10.75% | -14.83% | +8.98% | 2.38% | 35:17 | 27:52 | 29:14 | 34:59 | 39:15 | 46:53 | 10:01 | 07:25 |
 | Boots of Bearing | 6 | 8.00% | 60.5 | 83.33% | +35.50% | +16.67% | +16.67% | 0.00% | 28:41 | 17:47 | 21:00 | 24:39 | 34:41 | 44:00 | 13:41 | 10:08 |
 | Null Talisman | 14 | 18.67% | 57.9 | 64.29% | +16.75% | +10.71% | +2.38% | -3.76% | 03:24 | 00:14 | 02:15 | 03:08 | 04:28 | 07:00 | 02:13 | 01:38 |
 | Bottle | 53 | 70.67% | 55.3 | 49.06% | -5.49% | -25.98% | +12.48% | 38.46% | 01:35 | 00:55 | 01:16 | 01:28 | 01:46 | 04:21 | 00:30 | 00:22 |
 | Force Staff | 30 | 40.00% | 52.6 | 53.33% | +4.44% | +9.17% | -10.47% | -1.49% | 29:37 | 16:09 | 20:28 | 30:10 | 33:41 | 49:25 | 13:13 | 09:47 |
 | Fluffy Hat | 33 | 44.00% | 50.0 | 48.48% | -3.90% | +14.02% | +1.52% | -0.78% | 27:12 | 10:05 | 17:00 | 27:36 | 33:03 | 49:25 | 16:03 | 11:53 |
 | Eul's Scepter of Divinity | 3 | 4.00% | 47.4 | 100.00% | +51.39% | 0.00% | 0.00% | 0.00% | 34:12 | 26:34 | 26:34 | 29:09 | 46:52 | 46:52 | 20:18 | 15:02 |
 | Drum of Endurance | 9 | 12.00% | 44.7 | 66.67% | +18.19% | -16.67% | +33.33% | 0.00% | 15:37 | 09:18 | 10:11 | 11:06 | 12:53 | 31:49 | 02:42 | 02:00 |
 | Linken's Sphere | 2 | 2.67% | 42.1 | 100.00% | +50.68% | 0.00% | 0.00% | 0.00% | 36:55 | 34:25 | 34:25 | 39:25 | 39:25 | 39:25 | 05:00 | 03:42 |
 | Assault Cuirass | 1 | 1.33% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.33% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.33% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.33% | 31.6 | 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 |
 | Moon Shard | 1 | 1.33% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:27 | 53:27 | 53:27 | 53:27 | 53:27 | 53:27 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.33% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:29 | 25:29 | 25:29 | 25:29 | 25:29 | 25:29 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.33% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:24 | 12:24 | 12:24 | 12:24 | 12:24 | 12:24 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.33% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.33% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:11 | 39:11 | 39:11 | 39:11 | 39:11 | 39:11 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.33% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 00:00 | 00:00 |
 | Buckler | 1 | 1.33% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:38 | 29:38 | 29:38 | 29:38 | 29:38 | 29:38 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 2.67% | 10.5 | 50.00% | -0.68% | -50.00% | 0.00% | 0.00% | 05:07 | 04:22 | 04:22 | 05:52 | 05:52 | 05:52 | 01:30 | 01:06 |
 | Arcane Boots | 3 | 4.00% | 7.9 | 33.33% | -18.06% | -33.33% | 0.00% | 0.00% | 13:03 | 05:29 | 05:29 | 07:25 | 26:16 | 26:16 | 20:47 | 15:23 |
 | Overwhelming Blink | 1 | 1.33% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:00 | 60:00 | 60:00 | 60:00 | 60:00 | 60:00 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.33% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:01 | 42:01 | 42:01 | 42:01 | 42:01 | 42:01 | 00:00 | 00:00 |