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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 | |
 | Aether Lens | 5 | 12.82% | 100.0 | 100.00% | +70.59% | 0.00% | 0.00% | 0.00% | 38:06 | 31:40 | 31:40 | 35:28 | 40:46 | 48:36 | 09:06 | 06:44 |
 | Void Stone | 4 | 10.26% | 97.6 | 100.00% | +68.57% | 0.00% | 0.00% | 0.00% | 38:41 | 31:30 | 31:30 | 34:02 | 40:34 | 48:36 | 09:04 | 06:42 |
 | Black King Bar | 18 | 46.15% | 95.2 | 61.11% | +42.06% | -1.11% | +38.89% | 4.64% | 27:52 | 19:36 | 22:12 | 27:33 | 30:49 | 40:06 | 08:37 | 06:22 |
 | Aghanim's Scepter | 10 | 25.64% | 92.9 | 70.00% | +42.41% | -3.33% | +30.00% | 3.55% | 36:06 | 23:20 | 30:49 | 33:51 | 40:13 | 53:25 | 09:24 | 06:57 |
 | Octarine Core | 3 | 7.69% | 90.5 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 43:54 | 37:04 | 37:04 | 43:26 | 51:11 | 51:11 | 14:07 | 10:27 |
 | Blink Dagger | 33 | 84.62% | 88.1 | 45.45% | +45.45% | +17.05% | -20.45% | -4.91% | 19:16 | 12:04 | 14:41 | 18:44 | 22:19 | 34:53 | 07:38 | 05:39 |
 | Magic Stick | 38 | 97.44% | 85.7 | 39.47% | +39.47% | -9.47% | -6.14% | 1.04% | 02:52 | -01:29 | 01:30 | 02:34 | 04:43 | 10:19 | 03:13 | 02:22 |
 | Boots of Speed | 39 | 100.00% | 83.3 | 38.46% | +38.46% | +1.54% | -18.46% | -5.66% | 03:19 | -01:29 | 01:26 | 03:33 | 04:58 | 10:05 | 03:32 | 02:37 |
 | Magic Wand | 34 | 87.18% | 81.0 | 38.24% | -1.76% | -4.91% | +11.76% | 2.78% | 08:44 | -01:29 | 05:12 | 07:29 | 11:12 | 22:43 | 06:00 | 04:26 |
 | Fluffy Hat | 18 | 46.15% | 78.6 | 44.44% | +11.11% | -24.44% | -19.44% | 0.50% | 14:47 | 06:10 | 09:14 | 09:59 | 19:14 | 32:32 | 10:00 | 07:24 |
 | Boots of Travel 2 | 2 | 5.13% | 76.2 | 100.00% | +64.86% | 0.00% | 0.00% | 0.00% | 53:28 | 51:28 | 51:28 | 55:28 | 55:28 | 55:28 | 04:00 | 02:57 |
 | Tranquil Boots | 7 | 17.95% | 73.8 | 57.14% | +22.76% | +42.86% | +42.86% | 0.00% | 12:14 | 06:40 | 07:00 | 08:36 | 12:54 | 23:57 | 05:54 | 04:22 |
 | Quelling Blade | 20 | 51.28% | 71.4 | 40.00% | +3.16% | 0.00% | -20.00% | 0.00% | -00:01 | -01:29 | -01:29 | -01:29 | -01:29 | 14:38 | 00:00 | 00:00 |
 | Bottle | 10 | 25.64% | 69.0 | 50.00% | +15.52% | -16.67% | -50.00% | -33.33% | 02:06 | 00:09 | 01:28 | 01:37 | 02:04 | 07:19 | 00:36 | 00:26 |
 | Falcon Blade | 11 | 28.21% | 66.7 | 45.45% | +9.74% | -12.12% | -12.12% | 0.00% | 09:59 | 06:18 | 10:01 | 10:18 | 10:23 | 11:23 | 00:22 | 00:16 |
 | Blight Stone | 8 | 20.51% | 64.3 | 50.00% | +14.52% | +50.00% | 0.00% | -1.99% | 17:25 | -01:29 | -01:29 | 18:23 | 26:38 | 33:49 | 28:07 | 20:49 |
 | Bracer | 5 | 12.82% | 61.9 | 60.00% | +24.71% | +40.00% | +40.00% | 0.00% | 10:38 | 02:07 | 02:07 | 09:45 | 11:06 | 24:31 | 08:59 | 06:39 |
 | Chainmail | 24 | 61.54% | 59.5 | 33.33% | -13.34% | -16.66% | 0.00% | 3.01% | 10:26 | 01:56 | 05:36 | 07:55 | 11:08 | 40:51 | 05:32 | 04:05 |
 | Phase Boots | 20 | 51.28% | 57.1 | 35.00% | -7.11% | +5.00% | -15.00% | -2.96% | 11:47 | 05:20 | 06:35 | 07:52 | 13:20 | 40:51 | 06:45 | 05:00 |
 | Wind Lace | 12 | 30.77% | 54.8 | 41.67% | +4.63% | +25.00% | -8.34% | -12.82% | 06:47 | -01:19 | 04:23 | 05:10 | 06:59 | 22:51 | 02:36 | 01:55 |
 | Force Staff | 4 | 10.26% | 52.4 | 50.00% | +12.86% | +50.00% | +50.00% | 0.00% | 29:10 | 25:38 | 25:38 | 28:19 | 30:38 | 32:06 | 05:00 | 03:42 |
 | Aghanim's Shard | 1 | 2.56% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.56% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:47 | 54:47 | 54:47 | 54:47 | 54:47 | 54:47 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.56% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.56% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.56% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:39 | 52:39 | 52:39 | 52:39 | 52:39 | 52:39 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 12.82% | 38.1 | 40.00% | +1.76% | +60.00% | +60.00% | 0.00% | 11:28 | 04:41 | 04:41 | 06:59 | 07:25 | 31:44 | 02:44 | 02:01 |
 | Desolator | 2 | 5.13% | 35.7 | 50.00% | +12.16% | -50.00% | 0.00% | 0.00% | 22:53 | 18:45 | 18:45 | 27:00 | 27:00 | 27:00 | 08:15 | 06:06 |
 | Guardian Greaves | 2 | 5.13% | 33.3 | 50.00% | +12.16% | +50.00% | 0.00% | 0.00% | 15:39 | 14:08 | 14:08 | 17:10 | 17:10 | 17:10 | 03:02 | 02:14 |
 | Orb of Corrosion | 3 | 7.69% | 31.0 | 33.33% | -5.56% | -33.33% | 0.00% | 0.00% | 29:56 | 23:03 | 23:03 | 32:38 | 34:07 | 34:07 | 11:04 | 08:11 |
 | Drum of Endurance | 3 | 7.69% | 28.6 | 33.33% | -5.56% | +66.67% | 0.00% | 0.00% | 27:21 | 12:54 | 12:54 | 29:36 | 39:32 | 39:32 | 26:38 | 19:43 |
 | Orb of Venom | 4 | 10.26% | 26.2 | 25.00% | -15.00% | -25.00% | +75.00% | 0.00% | 13:29 | -01:29 | -01:29 | -01:29 | 23:03 | 33:49 | 24:32 | 18:10 |
 | Headdress | 4 | 10.26% | 23.8 | 25.00% | -15.00% | +75.00% | -25.00% | 0.00% | 07:58 | 06:31 | 06:31 | 07:52 | 08:35 | 08:54 | 02:04 | 01:31 |
 | Buckler | 4 | 10.26% | 21.4 | 25.00% | -15.00% | +75.00% | -25.00% | 0.00% | 13:18 | 10:16 | 10:16 | 13:18 | 14:39 | 14:58 | 04:23 | 03:14 |
 | Mekansm | 4 | 10.26% | 19.0 | 25.00% | -15.00% | +75.00% | -25.00% | 0.00% | 11:19 | 09:55 | 09:55 | 10:25 | 12:19 | 12:38 | 02:24 | 01:46 |
 | Ring of Protection | 6 | 15.38% | 16.7 | 16.67% | -25.75% | -16.67% | -16.67% | 0.00% | 08:22 | -01:29 | -01:29 | 10:16 | 14:39 | 14:58 | 16:08 | 11:57 |
 | Ring of Health | 1 | 2.56% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:56 | 16:56 | 16:56 | 16:56 | 16:56 | 16:56 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.56% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 00:00 | 00:00 |
 | Wraith Band | 2 | 5.13% | 9.5 | 0.00% | -40.54% | 0.00% | 0.00% | 0.00% | 02:51 | 02:24 | 02:24 | 03:18 | 03:18 | 03:18 | 00:54 | 00:40 |
 | Ring of Basilius | 1 | 2.56% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 00:00 | 00:00 |
 | Soul Ring | 1 | 2.56% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:11 | 09:11 | 09:11 | 09:11 | 09:11 | 09:11 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.56% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 00:00 | 00:00 |