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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 | |
 | Maelstrom | 29 | 72.50% | 100.0 | 62.07% | +25.71% | +23.64% | -4.93% | -9.42% | 16:42 | 12:12 | 14:43 | 16:32 | 17:45 | 25:27 | 03:02 | 02:14 |
 | Aghanim's Scepter | 22 | 55.00% | 97.7 | 63.64% | +19.20% | -13.64% | -23.64% | -1.03% | 31:04 | 22:29 | 25:08 | 31:12 | 34:48 | 43:50 | 09:40 | 07:09 |
 | Black King Bar | 22 | 55.00% | 95.3 | 63.64% | +19.20% | -13.64% | +36.36% | 9.20% | 26:20 | 18:51 | 23:10 | 26:30 | 28:36 | 35:54 | 05:26 | 04:01 |
 | Javelin | 30 | 75.00% | 93.0 | 60.00% | +20.00% | +15.00% | -17.14% | -7.78% | 13:49 | 09:36 | 11:05 | 12:41 | 15:13 | 25:18 | 04:08 | 03:03 |
 | Quelling Blade | 40 | 100.00% | 90.7 | 55.00% | +55.00% | +5.00% | +5.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Boots of Speed | 40 | 100.00% | 88.4 | 55.00% | +55.00% | +5.00% | -15.00% | -15.00% | 04:30 | 02:54 | 03:36 | 04:18 | 04:56 | 07:13 | 01:20 | 00:59 |
 | Magic Stick | 40 | 100.00% | 86.0 | 55.00% | +55.00% | -5.00% | +15.00% | 5.08% | 04:59 | -01:29 | 02:36 | 05:31 | 06:32 | 12:33 | 03:56 | 02:54 |
 | Magic Wand | 40 | 100.00% | 83.7 | 55.00% | +55.00% | -15.00% | +15.00% | 9.05% | 06:11 | 01:57 | 04:25 | 05:44 | 07:44 | 13:14 | 03:19 | 02:27 |
 | Bottle | 40 | 100.00% | 81.4 | 55.00% | +55.00% | -15.00% | +15.00% | 30.00% | 02:22 | 00:28 | 01:33 | 01:43 | 02:01 | 11:13 | 00:28 | 00:20 |
 | Chainmail | 36 | 90.00% | 79.1 | 55.56% | +5.56% | +11.11% | -11.12% | -7.37% | 07:53 | 05:05 | 06:20 | 07:19 | 09:21 | 11:49 | 03:01 | 02:14 |
 | Phase Boots | 36 | 90.00% | 76.7 | 55.56% | +5.56% | 0.00% | -11.12% | -3.90% | 08:35 | 05:52 | 07:02 | 07:47 | 09:53 | 12:07 | 02:51 | 02:06 |
 | Void Stone | 18 | 45.00% | 74.4 | 61.11% | +11.11% | -21.11% | +13.89% | 1.92% | 29:11 | 13:46 | 19:20 | 24:33 | 37:34 | 55:06 | 18:14 | 13:30 |
 | Sange | 12 | 30.00% | 72.1 | 66.67% | +16.67% | +33.33% | -33.34% | -14.24% | 22:47 | 17:30 | 18:27 | 21:55 | 23:08 | 33:44 | 04:41 | 03:28 |
 | Gleipnir | 3 | 7.50% | 69.8 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 37:43 | 30:30 | 30:30 | 38:40 | 44:00 | 44:00 | 13:30 | 10:00 |
 | Crown | 3 | 7.50% | 67.4 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 37:19 | 29:57 | 29:57 | 38:38 | 43:23 | 43:23 | 13:26 | 09:57 |
 | Rod of Atos | 3 | 7.50% | 65.1 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 37:20 | 29:58 | 29:58 | 38:38 | 43:23 | 43:23 | 13:25 | 09:56 |
 | Ring of Health | 11 | 27.50% | 62.8 | 63.64% | +11.92% | +3.03% | +36.36% | 2.57% | 35:56 | 17:20 | 28:33 | 33:00 | 41:30 | 55:05 | 12:57 | 09:35 |
 | Orb of Corrosion | 26 | 65.00% | 60.5 | 50.00% | -14.29% | -21.43% | +16.67% | 15.04% | 09:09 | 05:18 | 07:38 | 08:51 | 10:10 | 20:51 | 02:32 | 01:52 |
 | Orb of Venom | 26 | 65.00% | 58.1 | 50.00% | -14.29% | -21.43% | +16.67% | 14.84% | 08:16 | 03:22 | 06:46 | 07:41 | 09:20 | 20:48 | 02:34 | 01:54 |
 | Fluffy Hat | 26 | 65.00% | 55.8 | 50.00% | -14.29% | -21.43% | +16.67% | 14.02% | 08:27 | 03:49 | 06:52 | 07:39 | 09:35 | 20:48 | 02:43 | 02:00 |
 | Blight Stone | 29 | 72.50% | 53.5 | 48.28% | -24.45% | +37.43% | -5.42% | -8.46% | 06:40 | 01:20 | 02:37 | 05:43 | 07:41 | 28:46 | 05:04 | 03:45 |
 | Kaya | 8 | 20.00% | 51.2 | 62.50% | +9.37% | -12.50% | -62.50% | -9.68% | 25:54 | 20:05 | 22:12 | 24:53 | 27:22 | 30:59 | 05:10 | 03:49 |
 | Kaya and Sange | 8 | 20.00% | 48.8 | 62.50% | +9.37% | +37.50% | -62.50% | -35.71% | 26:54 | 20:29 | 24:48 | 25:37 | 27:36 | 34:20 | 02:48 | 02:04 |
 | Linken's Sphere | 6 | 15.00% | 46.5 | 66.67% | +13.73% | -16.67% | +33.33% | 0.00% | 32:10 | 23:34 | 25:19 | 29:07 | 31:42 | 53:11 | 06:23 | 04:43 |
 | Shiva's Guard | 6 | 15.00% | 44.2 | 66.67% | +13.73% | -16.67% | -66.67% | 0.00% | 38:03 | 23:02 | 37:11 | 37:24 | 44:34 | 46:42 | 07:23 | 05:28 |
 | Wind Lace | 9 | 22.50% | 41.9 | 55.56% | +0.72% | -5.56% | -5.56% | 0.00% | 14:08 | 09:02 | 09:33 | 12:23 | 16:44 | 22:48 | 07:11 | 05:19 |
 | Aghanim's Blessing | 4 | 10.00% | 39.5 | 75.00% | +22.22% | +25.00% | +25.00% | 0.00% | 47:36 | 45:28 | 45:28 | 45:29 | 49:20 | 50:05 | 03:52 | 02:51 |
 | Aether Lens | 2 | 5.00% | 37.2 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 39:50 | 35:54 | 35:54 | 43:46 | 43:46 | 43:46 | 07:52 | 05:49 |
 | Octarine Core | 2 | 5.00% | 34.9 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 41:33 | 39:09 | 39:09 | 43:56 | 43:56 | 43:56 | 04:47 | 03:32 |
 | Aghanim's Shard | 7 | 17.50% | 32.6 | 57.14% | +2.59% | -7.14% | -7.14% | 0.00% | 34:24 | 30:18 | 30:34 | 33:15 | 36:24 | 39:06 | 05:50 | 04:19 |
 | Eul's Scepter of Divinity | 7 | 17.50% | 30.2 | 57.14% | +2.59% | -7.14% | -7.14% | 0.00% | 19:21 | 14:56 | 15:03 | 20:10 | 21:01 | 23:05 | 05:58 | 04:25 |
 | Refresher Orb | 5 | 12.50% | 27.9 | 60.00% | +5.71% | -60.00% | +40.00% | 0.00% | 46:51 | 37:47 | 37:47 | 49:08 | 50:42 | 55:08 | 12:55 | 09:34 |
 | Spirit Vessel | 3 | 7.50% | 25.6 | 66.67% | +12.62% | +33.33% | 0.00% | 0.00% | 15:54 | 14:13 | 14:13 | 14:59 | 18:31 | 18:31 | 04:18 | 03:11 |
 | Wraith Band | 3 | 7.50% | 23.3 | 66.67% | +12.62% | +33.33% | 0.00% | 0.00% | 04:57 | 03:28 | 03:28 | 05:32 | 05:52 | 05:52 | 02:24 | 01:46 |
 | Urn of Shadows | 3 | 7.50% | 20.9 | 66.67% | +12.62% | +33.33% | 0.00% | 0.00% | 10:45 | 09:34 | 09:34 | 09:45 | 12:56 | 12:56 | 03:22 | 02:29 |
 | Ring of Protection | 4 | 10.00% | 18.6 | 50.00% | -5.56% | -50.00% | -50.00% | 0.00% | 04:02 | -01:30 | -01:30 | -01:29 | 07:47 | 11:20 | 09:17 | 06:52 |
 | Aeon Disk | 1 | 2.50% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.50% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.50% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 00:00 | 00:00 |
 | Desolator | 6 | 15.00% | 9.3 | 33.33% | -25.49% | +16.67% | +66.67% | 0.00% | 24:53 | 15:36 | 17:29 | 20:26 | 28:46 | 40:35 | 11:17 | 08:21 |
 | Power Treads | 3 | 7.50% | 7.0 | 33.33% | -23.43% | -33.33% | 0.00% | 0.00% | 10:21 | 08:00 | 08:00 | 10:41 | 12:23 | 12:23 | 04:23 | 03:14 |
 | Ethereal Blade | 1 | 2.50% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.50% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |