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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 and Sange | 12 | 13.33% | 100.0 | 83.33% | +39.74% | +16.67% | -16.66% | -3.25% | 30:33 | 22:52 | 25:08 | 29:54 | 35:24 | 39:18 | 10:16 | 07:36 |
 | Kaya | 14 | 15.56% | 98.2 | 78.57% | +35.15% | +21.43% | -45.24% | -5.94% | 27:27 | 16:52 | 23:13 | 25:09 | 34:26 | 39:18 | 11:13 | 08:18 |
 | Aghanim's Scepter | 36 | 40.00% | 96.4 | 66.67% | +29.63% | 0.00% | -11.11% | -1.95% | 32:08 | 21:19 | 27:53 | 31:46 | 33:34 | 49:58 | 05:41 | 04:12 |
 | Linken's Sphere | 10 | 11.11% | 94.5 | 80.00% | +35.00% | -13.33% | +20.00% | 4.07% | 31:50 | 23:10 | 27:02 | 30:28 | 35:13 | 48:16 | 08:11 | 06:03 |
 | Ring of Health | 23 | 25.56% | 92.7 | 65.22% | +21.94% | +1.45% | +1.45% | 0.00% | 36:10 | 15:36 | 25:19 | 37:09 | 46:07 | 56:42 | 20:48 | 15:24 |
 | Shiva's Guard | 12 | 13.33% | 90.9 | 75.00% | +30.13% | -8.33% | +25.00% | 4.21% | 34:45 | 23:39 | 29:08 | 35:00 | 37:03 | 42:08 | 07:55 | 05:51 |
 | Sange | 16 | 17.78% | 89.1 | 68.75% | +24.16% | +31.25% | -18.75% | -6.33% | 29:45 | 15:45 | 22:59 | 29:31 | 30:53 | 54:53 | 07:54 | 05:51 |
 | Bottle | 85 | 94.44% | 87.3 | 50.59% | +30.59% | +11.31% | -7.73% | -19.04% | 01:51 | 00:46 | 01:20 | 01:33 | 01:46 | 08:48 | 00:26 | 00:19 |
 | Quelling Blade | 90 | 100.00% | 85.5 | 48.89% | +48.89% | +20.68% | -3.44% | 0.00% | -01:19 | -01:30 | -01:29 | -01:29 | -01:29 | 13:12 | 00:00 | 00:00 |
 | Boots of Speed | 90 | 100.00% | 83.6 | 48.89% | +48.89% | -1.06% | -7.98% | -3.61% | 04:36 | 01:15 | 03:38 | 04:31 | 05:33 | 08:02 | 01:55 | 01:25 |
 | Orb of Corrosion | 60 | 66.67% | 81.8 | 51.67% | +8.34% | +1.66% | -11.67% | -4.88% | 07:44 | 02:22 | 06:19 | 07:19 | 09:03 | 13:09 | 02:44 | 02:01 |
 | Orb of Venom | 60 | 66.67% | 80.0 | 51.67% | +8.34% | -5.00% | -5.00% | 0.00% | 06:57 | 01:48 | 05:37 | 06:41 | 08:24 | 12:44 | 02:47 | 02:03 |
 | Fluffy Hat | 60 | 66.67% | 78.2 | 51.67% | +8.34% | -5.00% | -5.00% | 0.00% | 07:06 | 01:55 | 05:29 | 06:55 | 08:38 | 12:48 | 03:09 | 02:20 |
 | Magic Wand | 83 | 92.22% | 76.4 | 48.19% | -8.95% | -0.57% | +4.19% | 1.03% | 07:19 | -01:29 | 04:54 | 06:20 | 09:32 | 19:08 | 04:38 | 03:25 |
 | Black King Bar | 69 | 76.67% | 74.5 | 49.28% | +1.66% | -2.22% | -19.87% | -5.88% | 23:11 | 16:59 | 20:31 | 21:53 | 23:31 | 50:30 | 03:00 | 02:13 |
 | Magic Stick | 86 | 95.56% | 72.7 | 47.67% | -27.33% | -2.22% | +9.47% | 2.34% | 04:31 | -01:29 | 02:09 | 03:38 | 07:09 | 13:52 | 05:00 | 03:42 |
 | Blight Stone | 72 | 80.00% | 70.9 | 48.61% | -1.39% | +1.39% | -9.72% | -4.27% | 04:22 | -01:29 | 02:42 | 03:19 | 05:18 | 18:34 | 02:36 | 01:55 |
 | Maelstrom | 65 | 72.22% | 69.1 | 49.23% | +1.23% | +25.77% | -17.98% | -14.04% | 15:24 | 10:11 | 13:28 | 15:21 | 16:35 | 26:22 | 03:07 | 02:18 |
 | Void Stone | 24 | 26.67% | 67.3 | 58.33% | +12.88% | -25.00% | -8.33% | 1.05% | 32:46 | 11:21 | 24:39 | 32:30 | 40:35 | 49:56 | 15:56 | 11:48 |
 | Javelin | 66 | 73.33% | 65.5 | 48.48% | -1.52% | +10.34% | -23.48% | -8.94% | 11:51 | 06:27 | 09:33 | 11:30 | 13:20 | 23:25 | 03:47 | 02:48 |
 | Aghanim's Shard | 31 | 34.44% | 63.6 | 54.84% | +9.08% | -4.84% | -4.84% | 0.00% | 32:40 | 21:09 | 25:58 | 32:47 | 36:32 | 48:58 | 10:34 | 07:49 |
 | Aghanim's Blessing | 6 | 6.67% | 61.8 | 83.33% | +36.90% | +16.67% | -83.33% | 0.00% | 48:47 | 45:32 | 46:51 | 48:59 | 50:14 | 51:49 | 03:23 | 02:30 |
 | Chainmail | 60 | 66.67% | 60.0 | 48.33% | -1.67% | +5.00% | +11.67% | 2.94% | 08:27 | 04:06 | 06:58 | 07:59 | 09:14 | 18:31 | 02:16 | 01:40 |
 | Phase Boots | 60 | 66.67% | 58.2 | 48.33% | -1.67% | -1.66% | +5.00% | 3.03% | 09:16 | 05:25 | 07:47 | 09:03 | 09:59 | 18:54 | 02:12 | 01:37 |
 | Aeon Disk | 5 | 5.56% | 56.4 | 80.00% | +32.94% | +20.00% | -80.00% | 0.00% | 35:36 | 27:55 | 27:55 | 36:27 | 36:46 | 43:34 | 08:51 | 06:33 |
 | Wraith Band | 6 | 6.67% | 54.5 | 66.67% | +19.05% | -16.67% | -66.67% | 0.00% | 03:44 | 02:45 | 02:49 | 03:32 | 04:40 | 04:44 | 01:51 | 01:22 |
 | Abyssal Blade | 2 | 2.22% | 52.7 | 100.00% | +52.27% | 0.00% | 0.00% | 0.00% | 52:19 | 47:36 | 47:36 | 57:02 | 57:02 | 57:02 | 09:26 | 06:59 |
 | Vanguard | 2 | 2.22% | 50.9 | 100.00% | +52.27% | 0.00% | 0.00% | 0.00% | 52:09 | 47:36 | 47:36 | 56:42 | 56:42 | 56:42 | 09:06 | 06:44 |
 | Skull Basher | 2 | 2.22% | 49.1 | 100.00% | +52.27% | 0.00% | 0.00% | 0.00% | 42:45 | 42:10 | 42:10 | 43:20 | 43:20 | 43:20 | 01:10 | 00:51 |
 | Mjollnir | 2 | 2.22% | 47.3 | 100.00% | +52.27% | 0.00% | 0.00% | 0.00% | 40:22 | 29:18 | 29:18 | 51:26 | 51:26 | 51:26 | 22:08 | 16:23 |
 | Crown | 2 | 2.22% | 45.5 | 100.00% | +52.27% | 0.00% | 0.00% | 0.00% | 46:36 | 42:09 | 42:09 | 51:03 | 51:03 | 51:03 | 08:54 | 06:35 |
 | Blink Dagger | 10 | 11.11% | 43.6 | 50.00% | +1.25% | -16.67% | +50.00% | 9.88% | 26:43 | 21:42 | 23:36 | 25:07 | 30:21 | 35:49 | 06:45 | 05:00 |
 | Refresher Orb | 8 | 8.89% | 41.8 | 50.00% | +1.22% | 0.00% | -50.00% | 0.00% | 43:01 | 37:09 | 37:23 | 41:37 | 46:25 | 50:04 | 09:02 | 06:41 |
 | Crystalys | 12 | 13.33% | 40.0 | 41.67% | -8.33% | +25.00% | +25.00% | 0.00% | 29:05 | 16:09 | 20:42 | 28:57 | 35:09 | 35:49 | 14:27 | 10:42 |
 | Desolator | 13 | 14.44% | 38.2 | 38.46% | -12.19% | -5.13% | -5.13% | 0.00% | 25:18 | 17:28 | 20:11 | 26:55 | 27:22 | 34:04 | 07:11 | 05:19 |
 | Daedalus | 10 | 11.11% | 36.4 | 40.00% | -10.00% | -6.67% | +10.00% | 2.48% | 34:56 | 23:51 | 32:19 | 35:10 | 39:02 | 40:40 | 06:43 | 04:58 |
 | Battle Fury | 3 | 3.33% | 34.5 | 66.67% | +18.39% | +33.33% | 0.00% | 0.00% | 21:49 | 15:51 | 15:51 | 17:37 | 31:58 | 31:58 | 16:07 | 11:56 |
 | Eye of Skadi | 4 | 4.44% | 32.7 | 50.00% | +1.16% | +50.00% | -50.00% | 0.00% | 29:43 | 23:21 | 23:21 | 27:58 | 31:47 | 35:46 | 08:26 | 06:14 |
 | Ring of Protection | 4 | 4.44% | 30.9 | 50.00% | +1.16% | +50.00% | -50.00% | 0.00% | 06:43 | 02:46 | 02:46 | 05:15 | 07:36 | 11:15 | 04:50 | 03:34 |
 | Urn of Shadows | 4 | 4.44% | 29.1 | 50.00% | +1.16% | -50.00% | -50.00% | 0.00% | 08:39 | 05:15 | 05:15 | 07:36 | 10:30 | 11:15 | 05:15 | 03:53 |
 | Rod of Atos | 1 | 1.11% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:09 | 42:09 | 42:09 | 42:09 | 42:09 | 42:09 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.11% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:58 | 03:58 | 03:58 | 03:58 | 03:58 | 03:58 | 00:00 | 00:00 |
 | Dagon | 1 | 1.11% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:03 | 51:03 | 51:03 | 51:03 | 51:03 | 51:03 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.11% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:04 | 51:04 | 51:04 | 51:04 | 51:04 | 51:04 | 00:00 | 00:00 |
 | Gleipnir | 1 | 1.11% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.11% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:16 | 55:16 | 55:16 | 55:16 | 55:16 | 55:16 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.11% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:57 | 26:57 | 26:57 | 26:57 | 26:57 | 26:57 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.11% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:57 | 26:57 | 26:57 | 26:57 | 26:57 | 26:57 | 00:00 | 00:00 |
 | Diffusal Blade | 2 | 2.22% | 12.7 | 50.00% | +1.14% | +50.00% | 0.00% | 0.00% | 15:43 | 13:46 | 13:46 | 17:39 | 17:39 | 17:39 | 03:53 | 02:52 |
 | Spirit Vessel | 2 | 2.22% | 10.9 | 50.00% | +1.14% | +50.00% | 0.00% | 0.00% | 13:50 | 13:04 | 13:04 | 14:36 | 14:36 | 14:36 | 01:32 | 01:08 |
 | Heaven's Halberd | 3 | 3.33% | 9.1 | 33.33% | -16.10% | +66.67% | 0.00% | 0.00% | 28:43 | 19:26 | 19:26 | 32:23 | 34:20 | 34:20 | 14:54 | 11:02 |
 | Divine Rapier | 4 | 4.44% | 7.3 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 42:55 | 34:54 | 34:54 | 44:15 | 45:37 | 46:54 | 10:43 | 07:56 |
 | Power Treads | 5 | 5.56% | 5.5 | 20.00% | -30.59% | -20.00% | +80.00% | 0.00% | 09:30 | 07:39 | 07:39 | 10:23 | 10:24 | 11:09 | 02:45 | 02:02 |
 | Wind Lace | 5 | 5.56% | 3.6 | 0.00% | -51.76% | 0.00% | 0.00% | 0.00% | 10:38 | 02:54 | 02:54 | 11:25 | 12:53 | 21:30 | 09:59 | 07:23 |
 | Eul's Scepter of Divinity | 2 | 2.22% | 1.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 18:58 | 13:16 | 13:16 | 24:39 | 24:39 | 24:39 | 11:23 | 08:25 |