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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 | |
 | Kaya | 16 | 42.11% | 100.0 | 87.50% | +37.50% | +12.50% | +12.50% | 0.00% | 26:06 | 16:56 | 20:45 | 25:41 | 28:20 | 49:42 | 07:35 | 05:37 |
 | Kaya and Sange | 14 | 36.84% | 97.4 | 85.71% | +31.54% | +14.29% | +14.29% | 0.00% | 29:13 | 19:20 | 23:05 | 28:37 | 31:33 | 49:45 | 08:28 | 06:16 |
 | Sange | 13 | 34.21% | 94.9 | 84.62% | +28.62% | +15.38% | +15.38% | 0.00% | 29:09 | 19:20 | 22:36 | 28:24 | 31:08 | 49:45 | 08:32 | 06:19 |
 | Maelstrom | 32 | 84.21% | 92.3 | 71.88% | +38.55% | +15.62% | +3.12% | -3.06% | 17:53 | 12:40 | 14:38 | 16:11 | 18:43 | 29:18 | 04:05 | 03:01 |
 | Javelin | 33 | 86.84% | 89.7 | 69.70% | +29.70% | -7.20% | -7.20% | 0.00% | 15:11 | 08:59 | 12:03 | 13:07 | 18:39 | 26:07 | 06:36 | 04:53 |
 | Fluffy Hat | 35 | 92.11% | 87.2 | 68.57% | +35.24% | +9.21% | -24.13% | -6.45% | 07:37 | 03:22 | 04:44 | 06:34 | 09:54 | 17:23 | 05:10 | 03:49 |
 | Phase Boots | 37 | 97.37% | 84.6 | 67.57% | +67.57% | -12.01% | +10.21% | 9.73% | 09:00 | 05:25 | 07:47 | 09:00 | 10:04 | 11:38 | 02:17 | 01:41 |
 | Chainmail | 37 | 97.37% | 82.1 | 67.57% | +67.57% | -12.01% | +10.21% | 10.84% | 08:13 | 05:04 | 07:07 | 08:07 | 09:10 | 11:04 | 02:03 | 01:31 |
 | Orb of Corrosion | 32 | 84.21% | 79.5 | 68.75% | +18.75% | +6.25% | -18.75% | -5.24% | 08:30 | 04:12 | 05:10 | 06:41 | 09:56 | 35:43 | 04:46 | 03:31 |
 | Orb of Venom | 34 | 89.47% | 76.9 | 67.65% | +17.65% | +10.13% | -30.15% | -7.70% | 07:49 | 03:22 | 04:36 | 06:16 | 09:50 | 35:43 | 05:14 | 03:52 |
 | Bottle | 36 | 94.74% | 74.4 | 66.67% | +16.67% | -22.23% | +11.11% | 33.34% | 01:43 | 01:03 | 01:23 | 01:31 | 01:44 | 06:58 | 00:21 | 00:15 |
 | Boots of Speed | 38 | 100.00% | 71.8 | 65.79% | +65.79% | -15.79% | +11.99% | 13.12% | 04:24 | -01:29 | 03:51 | 04:34 | 05:58 | 07:34 | 02:07 | 01:34 |
 | Quelling Blade | 37 | 97.37% | 69.2 | 64.86% | -35.14% | +12.92% | -9.30% | 0.00% | -01:19 | -01:29 | -01:29 | -01:29 | -01:29 | 03:44 | 00:00 | 00:00 |
 | Magic Stick | 37 | 97.37% | 66.7 | 64.86% | -35.14% | +12.92% | -9.30% | -4.90% | 05:06 | -00:53 | 02:25 | 03:41 | 06:57 | 11:40 | 04:32 | 03:21 |
 | Blight Stone | 37 | 97.37% | 64.1 | 64.86% | -35.14% | -9.30% | -20.42% | -7.17% | 04:38 | 02:02 | 02:32 | 03:03 | 04:05 | 35:43 | 01:33 | 01:08 |
 | Black King Bar | 32 | 84.21% | 61.5 | 65.63% | -1.04% | +21.87% | -3.13% | -4.81% | 22:36 | 17:00 | 19:12 | 21:45 | 24:24 | 34:43 | 05:12 | 03:51 |
 | Magic Wand | 36 | 94.74% | 59.0 | 63.89% | -36.11% | +13.89% | +2.78% | -1.83% | 09:11 | 03:14 | 05:52 | 09:19 | 11:56 | 16:08 | 06:04 | 04:29 |
 | Aghanim's Scepter | 22 | 57.89% | 56.4 | 68.18% | +5.68% | +31.82% | -28.18% | -8.93% | 32:41 | 23:28 | 28:37 | 31:16 | 35:20 | 53:30 | 06:43 | 04:58 |
 | Aghanim's Shard | 23 | 60.53% | 53.8 | 65.22% | -1.45% | +18.11% | +1.45% | -2.13% | 28:19 | 18:38 | 23:41 | 27:12 | 31:31 | 43:41 | 07:50 | 05:48 |
 | Gleipnir | 2 | 5.26% | 51.3 | 100.00% | +36.11% | 0.00% | 0.00% | 0.00% | 43:37 | 43:28 | 43:28 | 43:46 | 43:46 | 43:46 | 00:18 | 00:13 |
 | Crown | 2 | 5.26% | 48.7 | 100.00% | +36.11% | 0.00% | 0.00% | 0.00% | 42:49 | 42:10 | 42:10 | 43:28 | 43:28 | 43:28 | 01:18 | 00:57 |
 | Aghanim's Blessing | 2 | 5.26% | 46.2 | 100.00% | +36.11% | 0.00% | 0.00% | 0.00% | 43:15 | 41:07 | 41:07 | 45:22 | 45:22 | 45:22 | 04:15 | 03:08 |
 | Scythe of Vyse | 2 | 5.26% | 43.6 | 100.00% | +36.11% | 0.00% | 0.00% | 0.00% | 33:32 | 31:50 | 31:50 | 35:14 | 35:14 | 35:14 | 03:24 | 02:31 |
 | Rod of Atos | 2 | 5.26% | 41.0 | 100.00% | +36.11% | 0.00% | 0.00% | 0.00% | 42:50 | 42:11 | 42:11 | 43:28 | 43:28 | 43:28 | 01:17 | 00:57 |
 | Shiva's Guard | 5 | 13.16% | 38.5 | 60.00% | -6.67% | +40.00% | +40.00% | 0.00% | 37:03 | 32:31 | 32:31 | 38:59 | 39:36 | 40:50 | 07:05 | 05:14 |
 | Void Stone | 6 | 15.79% | 35.9 | 50.00% | -18.75% | 0.00% | -50.00% | 0.00% | 35:43 | 21:50 | 30:54 | 31:50 | 42:00 | 46:10 | 11:06 | 08:13 |
 | Aeon Disk | 1 | 2.63% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 00:00 | 00:00 |
 | Wind Lace | 1 | 2.63% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:06 | 18:06 | 18:06 | 18:06 | 18:06 | 18:06 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.63% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 00:00 | 00:00 |
 | Desolator | 1 | 2.63% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.63% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 00:00 | 00:00 |
 | Daedalus | 1 | 2.63% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 00:00 | 00:00 |
 | Blade Mail | 1 | 2.63% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.63% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 2.63% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 00:00 | 00:00 |
 | Ring of Health | 5 | 13.16% | 10.3 | 40.00% | -29.70% | +60.00% | -40.00% | 0.00% | 36:59 | 24:20 | 24:20 | 41:31 | 42:00 | 46:10 | 17:40 | 13:05 |
 | Refresher Orb | 2 | 5.26% | 7.7 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 44:43 | 42:56 | 42:56 | 46:30 | 46:30 | 46:30 | 03:34 | 02:38 |
 | Force Staff | 2 | 5.26% | 5.1 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 23:28 | 21:59 | 21:59 | 24:57 | 24:57 | 24:57 | 02:58 | 02:11 |
 | Linken's Sphere | 3 | 7.89% | 2.6 | 33.33% | -35.24% | +66.67% | 0.00% | 0.00% | 33:17 | 26:23 | 26:23 | 31:00 | 42:29 | 42:29 | 16:06 | 11:55 |