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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 | |
Boots of Speed | 20 | 100.00% | 100.0 | 65.00% | +65.00% | -25.00% | +15.00% | 22.02% | 04:37 | 01:33 | 03:38 | 04:27 | 05:27 | 07:16 | 01:49 | 01:20 | |
Aghanim's Shard | 13 | 65.00% | 97.7 | 69.23% | +12.09% | -35.90% | +30.77% | 6.94% | 29:33 | 19:00 | 22:00 | 28:03 | 31:36 | 47:14 | 09:36 | 07:06 | |
Ring of Health | 6 | 30.00% | 95.3 | 83.33% | +26.19% | -33.33% | +16.67% | 1.84% | 26:39 | 09:00 | 11:03 | 16:31 | 38:13 | 51:35 | 27:10 | 20:07 | |
Magic Stick | 16 | 80.00% | 93.0 | 62.50% | -12.50% | +37.50% | +37.50% | 0.00% | 03:37 | -01:30 | -01:29 | 01:53 | 07:20 | 12:06 | 08:49 | 06:31 | |
Magic Wand | 16 | 80.00% | 90.7 | 62.50% | -12.50% | -12.50% | +37.50% | 6.88% | 06:42 | -01:29 | 02:18 | 07:43 | 09:34 | 12:52 | 07:16 | 05:22 | |
Fluffy Hat | 3 | 15.00% | 88.4 | 100.00% | +41.18% | 0.00% | 0.00% | 0.00% | 14:10 | 09:03 | 09:03 | 11:05 | 22:22 | 22:22 | 13:19 | 09:51 | |
Glimmer Cape | 3 | 15.00% | 86.0 | 100.00% | +41.18% | 0.00% | 0.00% | 0.00% | 18:09 | 16:20 | 16:20 | 16:47 | 21:21 | 21:21 | 05:01 | 03:42 | |
Black King Bar | 13 | 65.00% | 83.7 | 61.54% | -9.89% | +38.46% | +5.13% | -5.45% | 22:19 | 15:37 | 18:10 | 20:48 | 24:17 | 36:32 | 06:07 | 04:31 | |
Void Stone | 11 | 55.00% | 81.4 | 63.64% | -3.03% | +3.03% | +3.03% | 0.00% | 26:05 | 09:46 | 13:33 | 19:40 | 37:45 | 51:36 | 24:12 | 17:55 | |
Ring of Protection | 11 | 55.00% | 79.1 | 63.64% | -3.03% | +3.03% | +3.03% | 0.00% | 06:41 | -01:29 | -01:29 | 03:02 | 04:58 | 35:23 | 06:27 | 04:46 | |
Tranquil Boots | 5 | 25.00% | 76.7 | 80.00% | +20.00% | -80.00% | +20.00% | 21.58% | 08:42 | 05:39 | 05:39 | 09:23 | 10:17 | 10:26 | 04:38 | 03:25 | |
Blink Dagger | 7 | 35.00% | 74.4 | 71.43% | +9.89% | +28.57% | -21.43% | -7.61% | 26:55 | 19:20 | 21:53 | 24:24 | 28:27 | 42:08 | 06:34 | 04:51 | |
Urn of Shadows | 8 | 40.00% | 72.1 | 62.50% | -4.17% | -12.50% | -12.50% | 0.00% | 04:51 | 02:34 | 03:13 | 03:38 | 05:55 | 09:19 | 02:42 | 02:00 | |
Wind Lace | 13 | 65.00% | 69.8 | 53.85% | -31.86% | -20.52% | +12.82% | 17.24% | 08:49 | 02:38 | 07:20 | 08:09 | 09:16 | 17:56 | 01:56 | 01:25 | |
Spirit Vessel | 6 | 30.00% | 67.4 | 66.67% | +2.38% | +33.33% | +33.33% | 0.00% | 13:04 | 10:21 | 12:12 | 12:17 | 14:30 | 15:45 | 02:18 | 01:42 | |
Shiva's Guard | 6 | 30.00% | 65.1 | 66.67% | +2.38% | +33.33% | -66.67% | -7.17% | 34:50 | 27:34 | 27:34 | 29:22 | 41:31 | 45:27 | 13:57 | 10:20 | |
Null Talisman | 9 | 45.00% | 62.8 | 55.56% | -17.17% | -55.56% | -55.56% | 0.00% | 04:12 | 01:47 | 02:09 | 02:41 | 05:18 | 10:45 | 03:09 | 02:20 | |
Scythe of Vyse | 2 | 10.00% | 60.5 | 100.00% | +38.89% | 0.00% | 0.00% | 0.00% | 41:31 | 37:45 | 37:45 | 45:17 | 45:17 | 45:17 | 07:32 | 05:34 | |
Force Staff | 2 | 10.00% | 58.1 | 100.00% | +38.89% | 0.00% | 0.00% | 0.00% | 24:58 | 24:16 | 24:16 | 25:39 | 25:39 | 25:39 | 01:23 | 01:01 | |
Chainmail | 9 | 45.00% | 55.8 | 44.44% | -37.38% | +5.56% | -44.44% | -27.78% | 07:47 | 04:04 | 05:54 | 07:05 | 07:42 | 15:58 | 01:48 | 01:20 | |
Phase Boots | 9 | 45.00% | 53.5 | 44.44% | -37.38% | +5.56% | -44.44% | -46.88% | 09:04 | 06:25 | 07:11 | 08:06 | 08:15 | 16:00 | 01:04 | 00:47 | |
Sange | 3 | 15.00% | 51.2 | 66.67% | +1.96% | +33.33% | 0.00% | 0.00% | 29:33 | 26:21 | 26:21 | 29:35 | 32:44 | 32:44 | 06:23 | 04:43 | |
Power Treads | 3 | 15.00% | 48.8 | 66.67% | +1.96% | +33.33% | 0.00% | 0.00% | 09:19 | 05:43 | 05:43 | 07:06 | 15:08 | 15:08 | 09:25 | 06:58 | |
Soul Ring | 3 | 15.00% | 46.5 | 66.67% | +1.96% | +33.33% | 0.00% | 0.00% | 14:36 | 06:56 | 06:56 | 18:21 | 18:30 | 18:30 | 11:34 | 08:34 | |
Ghost Scepter | 3 | 15.00% | 44.2 | 66.67% | +1.96% | +33.33% | 0.00% | 0.00% | 37:55 | 31:44 | 31:44 | 36:32 | 45:29 | 45:29 | 13:45 | 10:11 | |
Kaya | 1 | 5.00% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 00:00 | 00:00 | |
Lotus Orb | 1 | 5.00% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:44 | 51:44 | 51:44 | 51:44 | 51:44 | 51:44 | 00:00 | 00:00 | |
Kaya and Sange | 1 | 5.00% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:22 | 31:22 | 31:22 | 31:22 | 31:22 | 31:22 | 00:00 | 00:00 | |
Aether Lens | 1 | 5.00% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 00:00 | 00:00 | |
Quelling Blade | 1 | 5.00% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:36 | 07:36 | 07:36 | 07:36 | 07:36 | 07:36 | 00:00 | 00:00 | |
Refresher Orb | 1 | 5.00% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 5.00% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 | |
Arcane Boots | 1 | 5.00% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:50 | 23:50 | 23:50 | 23:50 | 23:50 | 23:50 | 00:00 | 00:00 | |
Bracer | 1 | 5.00% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:52 | 01:52 | 01:52 | 01:52 | 01:52 | 01:52 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 5.00% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 5.00% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 5.00% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 5.00% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:20 | 02:20 | 02:20 | 02:20 | 02:20 | 02:20 | 00:00 | 00:00 | |
Buckler | 1 | 5.00% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 00:00 | 00:00 | |
Bottle | 2 | 10.00% | 9.3 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 01:15 | 01:12 | 01:12 | 01:17 | 01:17 | 01:17 | 00:05 | 00:03 | |
Hood of Defiance | 2 | 10.00% | 7.0 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 10:47 | 09:00 | 09:00 | 12:34 | 12:34 | 12:34 | 03:34 | 02:38 | |
Eul's Scepter of Divinity | 5 | 25.00% | 4.7 | 20.00% | -60.00% | -20.00% | -20.00% | 0.00% | 20:29 | 13:15 | 13:15 | 17:06 | 18:14 | 39:08 | 04:59 | 03:41 | |
Aeon Disk | 1 | 5.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 |