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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 | |
 | Orb of Venom | 7 | 20.00% | 100.0 | 85.71% | +42.85% | +14.29% | -35.71% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Scepter | 9 | 25.71% | 97.6 | 77.78% | +35.47% | +22.22% | -27.78% | -5.04% | 40:05 | 31:31 | 31:45 | 40:09 | 41:40 | 55:13 | 09:55 | 07:20 |
 | Blink Dagger | 6 | 17.14% | 95.2 | 83.33% | +38.50% | +16.67% | -83.33% | -7.96% | 32:51 | 25:04 | 27:53 | 28:31 | 40:27 | 45:41 | 12:34 | 09:18 |
 | Wraith Band | 14 | 40.00% | 92.9 | 64.29% | +21.43% | -14.29% | +2.38% | 4.26% | 08:59 | 01:12 | 02:30 | 03:33 | 06:25 | 53:06 | 03:55 | 02:54 |
 | Aghanim's Shard | 32 | 91.43% | 90.5 | 53.13% | +19.80% | +9.37% | -15.63% | -4.69% | 18:27 | 15:00 | 15:15 | 17:45 | 20:35 | 28:04 | 05:20 | 03:57 |
 | Boots of Speed | 35 | 100.00% | 88.1 | 51.43% | +51.43% | +15.24% | -18.10% | -12.42% | 06:59 | 03:06 | 05:24 | 07:07 | 08:05 | 12:23 | 02:41 | 01:59 |
 | Magic Stick | 35 | 100.00% | 85.7 | 51.43% | +51.43% | -6.99% | -6.99% | 0.00% | 05:24 | -01:29 | 01:22 | 02:37 | 06:43 | 36:05 | 05:21 | 03:57 |
 | Quelling Blade | 24 | 68.57% | 83.3 | 54.17% | +8.72% | +12.50% | +12.50% | 0.00% | -00:42 | -01:30 | -01:29 | -01:29 | -01:29 | 17:05 | 00:00 | 00:00 |
 | Magic Wand | 34 | 97.14% | 81.0 | 50.00% | -50.00% | +16.67% | -37.50% | -5.89% | 10:38 | 01:13 | 04:47 | 09:24 | 13:59 | 36:12 | 09:12 | 06:48 |
 | Yasha | 18 | 51.43% | 78.6 | 55.56% | +8.50% | +24.44% | -5.56% | -5.59% | 23:04 | 14:04 | 20:21 | 23:21 | 25:43 | 35:00 | 05:22 | 03:58 |
 | Diffusal Blade | 23 | 65.71% | 76.2 | 52.17% | +2.17% | +31.16% | -2.17% | -9.17% | 15:42 | 09:59 | 13:37 | 15:51 | 17:15 | 24:15 | 03:38 | 02:41 |
 | Ring of Health | 22 | 62.86% | 73.8 | 50.00% | -3.85% | +16.67% | +10.00% | -3.81% | 04:46 | 01:08 | 01:46 | 02:08 | 03:31 | 26:47 | 01:45 | 01:17 |
 | Power Treads | 25 | 71.43% | 71.4 | 48.00% | -12.00% | +18.67% | -31.33% | -11.49% | 09:51 | 04:55 | 07:14 | 10:29 | 11:35 | 13:35 | 04:21 | 03:13 |
 | Manta Style | 16 | 45.71% | 69.0 | 50.00% | -2.63% | +25.00% | 0.00% | -3.72% | 29:31 | 18:56 | 26:03 | 29:35 | 32:46 | 36:31 | 06:43 | 04:58 |
 | Aether Lens | 4 | 11.43% | 66.7 | 75.00% | +26.61% | +25.00% | -75.00% | 0.00% | 32:33 | 22:16 | 22:16 | 31:59 | 35:01 | 40:57 | 12:45 | 09:26 |
 | Meteor Hammer | 15 | 42.86% | 64.3 | 46.67% | -8.33% | +3.33% | +28.33% | 10.79% | 10:16 | 06:00 | 06:42 | 07:34 | 09:01 | 26:47 | 02:19 | 01:42 |
 | Crown | 15 | 42.86% | 61.9 | 46.67% | -8.33% | -21.67% | +28.33% | 15.96% | 07:29 | 02:38 | 04:31 | 05:47 | 07:39 | 16:37 | 03:08 | 02:19 |
 | Blight Stone | 2 | 5.71% | 59.5 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 02:39 | 02:10 | 02:10 | 03:08 | 03:08 | 03:08 | 00:58 | 00:42 |
 | Void Stone | 16 | 45.71% | 57.1 | 43.75% | -14.14% | +31.25% | +6.25% | -7.50% | 09:37 | 04:04 | 05:05 | 06:40 | 08:25 | 30:57 | 03:20 | 02:28 |
 | Wind Lace | 7 | 20.00% | 54.8 | 57.14% | +7.14% | -57.14% | -7.14% | 1.97% | 24:14 | -01:29 | 07:56 | 31:13 | 33:20 | 55:49 | 25:24 | 18:48 |
 | Nullifier | 7 | 20.00% | 52.4 | 57.14% | +7.14% | +42.86% | -57.14% | -10.91% | 39:40 | 28:00 | 29:22 | 36:41 | 38:32 | 57:30 | 09:10 | 06:47 |
 | Helm of Iron Will | 8 | 22.86% | 50.0 | 50.00% | -1.85% | +50.00% | -50.00% | -11.47% | 38:54 | 27:31 | 29:22 | 36:06 | 38:05 | 57:28 | 08:43 | 06:27 |
 | Black King Bar | 6 | 17.14% | 47.6 | 50.00% | -1.72% | 0.00% | -50.00% | -9.01% | 26:46 | 22:26 | 22:31 | 22:44 | 28:04 | 37:45 | 05:33 | 04:06 |
 | Daedalus | 3 | 8.57% | 45.2 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 43:46 | 41:30 | 41:30 | 43:50 | 45:58 | 45:58 | 04:28 | 03:18 |
 | Fluffy Hat | 3 | 8.57% | 42.9 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 18:47 | 03:34 | 03:34 | 16:47 | 36:01 | 36:01 | 32:27 | 24:02 |
 | Tranquil Boots | 4 | 11.43% | 40.5 | 50.00% | -1.61% | -50.00% | -50.00% | 0.00% | 26:53 | 09:11 | 09:11 | 09:20 | 32:34 | 56:28 | 23:23 | 17:19 |
 | Crystalys | 4 | 11.43% | 38.1 | 50.00% | -1.61% | -50.00% | -50.00% | 0.00% | 43:24 | 39:36 | 39:36 | 41:04 | 44:21 | 48:33 | 04:45 | 03:31 |
 | Arcane Boots | 4 | 11.43% | 35.7 | 50.00% | -1.61% | +50.00% | -50.00% | 0.00% | 21:14 | 16:24 | 16:24 | 17:52 | 19:34 | 31:05 | 03:10 | 02:20 |
 | Monkey King Bar | 1 | 2.86% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.86% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.86% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 00:00 | 00:00 |
 | Kaya | 1 | 2.86% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 2.86% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 2.86% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:55 | 03:55 | 03:55 | 03:55 | 03:55 | 03:55 | 00:00 | 00:00 |
 | Javelin | 1 | 2.86% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:43 | 39:43 | 39:43 | 39:43 | 39:43 | 39:43 | 00:00 | 00:00 |
 | Disperser | 1 | 2.86% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 00:00 | 00:00 |
 | Cornucopia | 1 | 2.86% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 5.71% | 11.9 | 50.00% | -1.52% | -50.00% | 0.00% | 0.00% | 33:19 | 30:57 | 30:57 | 35:40 | 35:40 | 35:40 | 04:43 | 03:29 |
 | Desolator | 1 | 2.86% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 00:00 | 00:00 |
 | Skull Basher | 2 | 5.71% | 7.1 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 42:20 | 34:50 | 34:50 | 49:49 | 49:49 | 49:49 | 14:59 | 11:05 |
 | Force Staff | 1 | 2.86% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 00:00 | 00:00 |
 | Bottle | 1 | 2.86% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:49 | 01:49 | 01:49 | 01:49 | 01:49 | 01:49 | 00:00 | 00:00 |