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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 Scepter | 18 | 51.43% | 100.0 | 66.67% | +25.49% | +13.33% | +8.33% | -1.37% | 32:19 | 25:58 | 29:53 | 31:49 | 33:32 | 40:14 | 03:39 | 02:42 |
 | Sange | 22 | 62.86% | 97.8 | 63.64% | +25.18% | -13.64% | -3.64% | 1.02% | 25:51 | 17:27 | 20:09 | 24:12 | 29:57 | 38:37 | 09:48 | 07:15 |
 | Black King Bar | 25 | 71.43% | 95.6 | 60.00% | +20.00% | +23.33% | +6.67% | -2.33% | 26:09 | 19:36 | 21:36 | 23:05 | 28:45 | 41:36 | 07:09 | 05:17 |
 | Bottle | 34 | 97.14% | 93.3 | 55.88% | +55.88% | -0.32% | -30.88% | -30.56% | 01:45 | 00:22 | 01:18 | 01:28 | 01:48 | 07:04 | 00:30 | 00:22 |
 | Boots of Speed | 35 | 100.00% | 91.1 | 54.29% | +54.29% | -9.85% | +34.60% | 21.86% | 05:00 | 00:51 | 04:06 | 05:14 | 06:08 | 07:16 | 02:02 | 01:30 |
 | Magic Stick | 35 | 100.00% | 88.9 | 54.29% | +54.29% | -9.85% | -9.85% | 0.00% | 04:35 | -01:29 | 02:49 | 03:43 | 06:04 | 12:16 | 03:15 | 02:24 |
 | Blight Stone | 35 | 100.00% | 86.7 | 54.29% | +54.29% | -20.96% | -20.96% | 0.00% | 03:30 | 01:20 | 02:14 | 02:30 | 03:44 | 09:05 | 01:30 | 01:06 |
 | Kaya | 22 | 62.86% | 84.4 | 59.09% | +12.94% | +7.58% | +0.91% | -0.55% | 24:33 | 16:37 | 19:21 | 22:42 | 31:23 | 38:37 | 12:02 | 08:54 |
 | Orb of Venom | 31 | 88.57% | 82.2 | 54.84% | +4.84% | +7.66% | -42.34% | -13.57% | 06:51 | 02:45 | 04:01 | 05:16 | 07:42 | 21:46 | 03:41 | 02:43 |
 | Fluffy Hat | 31 | 88.57% | 80.0 | 54.84% | +4.84% | +7.66% | -42.34% | -15.38% | 07:02 | 03:27 | 04:27 | 05:40 | 07:42 | 21:46 | 03:15 | 02:24 |
 | Orb of Corrosion | 31 | 88.57% | 77.8 | 54.84% | +4.84% | +7.66% | -42.34% | -13.57% | 08:02 | 03:57 | 04:59 | 06:14 | 08:40 | 25:17 | 03:41 | 02:43 |
 | Magic Wand | 34 | 97.14% | 75.6 | 52.94% | -47.06% | +13.73% | -2.94% | -4.67% | 07:30 | 00:42 | 05:37 | 07:35 | 09:11 | 15:10 | 03:34 | 02:38 |
 | Quelling Blade | 34 | 97.14% | 73.3 | 52.94% | -47.06% | -8.50% | +9.56% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Javelin | 34 | 97.14% | 71.1 | 52.94% | -47.06% | -19.61% | +22.06% | 16.03% | 12:56 | 09:40 | 11:35 | 12:29 | 14:11 | 19:04 | 02:36 | 01:55 |
 | Maelstrom | 34 | 97.14% | 68.9 | 52.94% | -47.06% | +2.62% | -2.94% | -2.12% | 15:42 | 12:05 | 14:20 | 15:11 | 16:57 | 19:28 | 02:37 | 01:56 |
 | Aghanim's Shard | 25 | 71.43% | 66.7 | 56.00% | +6.00% | -6.00% | +27.33% | 4.23% | 27:46 | 20:53 | 23:26 | 26:43 | 31:19 | 41:42 | 07:53 | 05:50 |
 | Kaya and Sange | 19 | 54.29% | 64.4 | 57.89% | +7.89% | -17.89% | +2.11% | 1.85% | 27:18 | 18:47 | 20:28 | 25:26 | 31:17 | 38:37 | 10:49 | 08:00 |
 | Power Treads | 3 | 8.57% | 62.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 11:13 | 09:01 | 09:01 | 09:29 | 15:10 | 15:10 | 06:09 | 04:33 |
 | Cornucopia | 3 | 8.57% | 60.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 42:20 | 28:50 | 28:50 | 41:10 | 57:01 | 57:01 | 28:11 | 20:52 |
 | Phase Boots | 32 | 91.43% | 57.8 | 50.00% | -50.00% | -12.50% | 0.00% | 5.03% | 09:14 | 05:53 | 08:01 | 08:57 | 10:30 | 12:13 | 02:29 | 01:50 |
 | Chainmail | 32 | 91.43% | 55.6 | 50.00% | -50.00% | -12.50% | 0.00% | 5.56% | 08:37 | 05:23 | 07:31 | 08:31 | 09:46 | 11:01 | 02:15 | 01:40 |
 | Crown | 4 | 11.43% | 53.3 | 75.00% | +23.39% | -75.00% | +25.00% | 0.00% | 40:44 | 36:42 | 36:42 | 36:50 | 44:02 | 45:20 | 07:20 | 05:25 |
 | Rod of Atos | 4 | 11.43% | 51.1 | 75.00% | +23.39% | -75.00% | +25.00% | 0.00% | 40:44 | 36:42 | 36:42 | 36:50 | 44:03 | 45:20 | 07:21 | 05:26 |
 | Blink Dagger | 4 | 11.43% | 48.9 | 75.00% | +23.39% | +25.00% | +25.00% | 0.00% | 30:51 | 26:06 | 26:06 | 32:03 | 32:36 | 32:37 | 06:30 | 04:48 |
 | Gleipnir | 4 | 11.43% | 46.7 | 75.00% | +23.39% | -75.00% | +25.00% | 0.00% | 40:49 | 36:42 | 36:42 | 36:50 | 44:22 | 45:20 | 07:40 | 05:40 |
 | Ring of Health | 2 | 5.71% | 44.4 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 28:55 | 18:53 | 18:53 | 38:56 | 38:56 | 38:56 | 20:03 | 14:51 |
 | Linken's Sphere | 2 | 5.71% | 42.2 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 35:38 | 29:56 | 29:56 | 41:20 | 41:20 | 41:20 | 11:24 | 08:26 |
 | Heaven's Halberd | 3 | 8.57% | 40.0 | 66.67% | +13.54% | +33.33% | 0.00% | 0.00% | 29:40 | 22:36 | 22:36 | 25:04 | 41:19 | 41:19 | 18:43 | 13:51 |
 | Ring of Protection | 1 | 2.86% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:18 | 06:18 | 06:18 | 06:18 | 06:18 | 06:18 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.86% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.86% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.86% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:50 | 48:50 | 48:50 | 48:50 | 48:50 | 48:50 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 2.86% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.86% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:48 | 12:48 | 12:48 | 12:48 | 12:48 | 12:48 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.86% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:47 | 56:47 | 56:47 | 56:47 | 56:47 | 56:47 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.86% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:01 | 57:01 | 57:01 | 57:01 | 57:01 | 57:01 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.86% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:05 | 07:05 | 07:05 | 07:05 | 07:05 | 07:05 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 5.71% | 17.8 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 38:49 | 38:29 | 38:29 | 39:09 | 39:09 | 39:09 | 00:40 | 00:29 |
 | Void Stone | 2 | 5.71% | 15.6 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 40:41 | 38:56 | 38:56 | 42:26 | 42:26 | 42:26 | 03:30 | 02:35 |
 | Octarine Core | 2 | 5.71% | 13.3 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 43:02 | 42:26 | 42:26 | 43:37 | 43:37 | 43:37 | 01:11 | 00:52 |
 | Eye of Skadi | 1 | 2.86% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Desolator | 2 | 5.71% | 8.9 | 0.00% | -57.58% | 0.00% | 0.00% | 0.00% | 44:12 | 43:16 | 43:16 | 45:08 | 45:08 | 45:08 | 01:52 | 01:22 |
 | Blade Mail | 1 | 2.86% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Daedalus | 1 | 2.86% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.86% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 00:00 | 00:00 |