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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 | |
Force Staff | 28 | 52.83% | 100.0 | 64.29% | +24.29% | +21.42% | -7.15% | -2.92% | 25:48 | 10:29 | 19:18 | 24:38 | 29:05 | 49:20 | 09:47 | 07:14 | |
Ring of Protection | 39 | 73.58% | 98.2 | 58.97% | +23.26% | +21.03% | +11.03% | -0.95% | 11:13 | 01:01 | 04:34 | 09:36 | 15:04 | 32:20 | 10:30 | 07:46 | |
Fluffy Hat | 32 | 60.38% | 96.5 | 59.38% | +16.52% | +15.62% | +3.12% | -1.30% | 15:58 | 03:46 | 10:03 | 12:58 | 19:41 | 41:40 | 09:38 | 07:08 | |
Magic Wand | 44 | 83.02% | 94.7 | 54.55% | +10.11% | +9.09% | -9.10% | -3.34% | 06:11 | -01:29 | 03:46 | 05:20 | 09:13 | 15:08 | 05:27 | 04:02 | |
Boots of Speed | 53 | 100.00% | 93.0 | 52.83% | +52.83% | -14.37% | +8.71% | 5.84% | 05:10 | -01:29 | 03:19 | 05:13 | 07:16 | 12:03 | 03:57 | 02:55 | |
Magic Stick | 42 | 79.25% | 91.2 | 54.76% | +9.31% | +17.97% | -4.76% | -5.52% | 03:23 | -01:29 | 00:48 | 03:00 | 04:55 | 12:56 | 04:07 | 03:02 | |
Chainmail | 28 | 52.83% | 89.5 | 57.14% | +9.14% | -28.57% | +28.57% | 6.90% | 17:40 | 06:40 | 12:04 | 16:12 | 20:21 | 52:01 | 08:17 | 06:08 | |
Headdress | 22 | 41.51% | 87.7 | 59.09% | +10.70% | +7.58% | +20.91% | 1.22% | 15:57 | 05:04 | 10:14 | 14:23 | 21:07 | 32:01 | 10:53 | 08:03 | |
Pavise | 16 | 30.19% | 86.0 | 62.50% | +13.85% | -12.50% | +12.50% | 4.46% | 16:15 | 08:44 | 12:22 | 14:33 | 17:58 | 26:54 | 05:36 | 04:08 | |
Arcane Boots | 27 | 50.94% | 84.2 | 55.56% | +5.56% | +1.58% | -12.70% | -2.31% | 15:42 | 05:57 | 10:19 | 13:51 | 16:30 | 44:26 | 06:11 | 04:34 | |
Mekansm | 17 | 32.08% | 82.5 | 58.82% | +8.82% | -8.82% | +16.18% | 2.76% | 19:24 | 09:29 | 13:18 | 17:12 | 22:21 | 52:01 | 09:03 | 06:42 | |
Ring of Health | 15 | 28.30% | 80.7 | 60.00% | +10.00% | -35.00% | +40.00% | 5.09% | 23:17 | 03:29 | 12:40 | 23:21 | 27:24 | 1:02:12 | 14:44 | 10:54 | |
Aghanim's Scepter | 18 | 33.96% | 78.9 | 55.56% | +4.13% | +4.44% | -30.56% | -2.04% | 33:13 | 15:39 | 24:28 | 33:52 | 41:36 | 46:35 | 17:08 | 12:41 | |
Wind Lace | 33 | 62.26% | 77.2 | 48.48% | -11.52% | +1.52% | +26.52% | 2.17% | 11:16 | -01:29 | 04:17 | 09:09 | 15:47 | 36:30 | 11:30 | 08:31 | |
Guardian Greaves | 16 | 30.19% | 75.4 | 56.25% | +4.90% | -31.25% | +18.75% | 5.66% | 25:07 | 15:23 | 19:55 | 22:17 | 28:45 | 52:01 | 08:50 | 06:32 | |
Buckler | 16 | 30.19% | 73.7 | 56.25% | +4.90% | -6.25% | +18.75% | 2.67% | 21:47 | 09:05 | 15:53 | 18:34 | 25:15 | 52:01 | 09:22 | 06:56 | |
Heaven's Halberd | 7 | 13.21% | 71.9 | 71.43% | +21.43% | +28.57% | -21.43% | 0.00% | 32:40 | 21:49 | 28:04 | 30:57 | 37:06 | 41:55 | 09:02 | 06:41 | |
Tranquil Boots | 24 | 45.28% | 70.2 | 50.00% | -5.17% | +16.67% | +50.00% | 3.98% | 13:09 | 00:54 | 07:33 | 10:08 | 15:56 | 34:21 | 08:23 | 06:12 | |
Urn of Shadows | 14 | 26.42% | 68.4 | 57.14% | +5.86% | +42.86% | -23.81% | -11.56% | 08:54 | 03:54 | 05:19 | 06:40 | 11:05 | 20:37 | 05:46 | 04:16 | |
Pipe of Insight | 12 | 22.64% | 66.7 | 58.33% | +7.11% | +8.34% | +8.34% | 0.00% | 26:48 | 13:03 | 19:02 | 26:44 | 31:16 | 38:13 | 12:14 | 09:03 | |
Spirit Vessel | 10 | 18.87% | 64.9 | 60.00% | +8.84% | +40.00% | -60.00% | -15.96% | 18:34 | 10:40 | 13:33 | 18:47 | 19:49 | 29:32 | 06:16 | 04:38 | |
Void Stone | 24 | 45.28% | 63.2 | 45.83% | -12.79% | -12.50% | -12.50% | 0.00% | 19:21 | 07:50 | 12:13 | 17:18 | 23:05 | 41:01 | 10:52 | 08:02 | |
Sange | 8 | 15.09% | 61.4 | 62.50% | +11.39% | +37.50% | -12.50% | -8.82% | 29:41 | 17:52 | 26:00 | 26:33 | 31:40 | 39:39 | 05:40 | 04:11 | |
Medallion of Courage | 11 | 20.75% | 59.6 | 54.55% | +2.17% | -21.22% | +45.45% | 9.09% | 20:21 | 12:19 | 16:14 | 18:54 | 23:34 | 32:00 | 07:20 | 05:25 | |
Blight Stone | 11 | 20.75% | 57.9 | 54.55% | +2.17% | -54.55% | +45.45% | 15.38% | 19:45 | 12:19 | 15:52 | 18:23 | 22:22 | 30:25 | 06:30 | 04:48 | |
Solar Crest | 11 | 20.75% | 56.1 | 54.55% | +2.17% | -54.55% | +45.45% | 12.99% | 24:47 | 17:07 | 18:59 | 24:36 | 26:41 | 36:30 | 07:42 | 05:42 | |
Crown | 12 | 22.64% | 54.4 | 50.00% | -3.66% | -16.67% | +50.00% | 9.22% | 19:51 | 10:40 | 13:39 | 18:46 | 20:53 | 36:30 | 07:14 | 05:21 | |
Shiva's Guard | 2 | 3.77% | 52.6 | 100.00% | +49.02% | 0.00% | 0.00% | 0.00% | 43:21 | 41:06 | 41:06 | 45:36 | 45:36 | 45:36 | 04:30 | 03:20 | |
Blink Dagger | 2 | 3.77% | 50.9 | 100.00% | +49.02% | 0.00% | 0.00% | 0.00% | 44:58 | 44:23 | 44:23 | 45:33 | 45:33 | 45:33 | 01:10 | 00:51 | |
Boots of Bearing | 5 | 9.43% | 49.1 | 60.00% | +7.92% | -60.00% | +40.00% | 0.00% | 26:16 | 17:18 | 17:18 | 24:08 | 30:34 | 36:48 | 13:16 | 09:49 | |
Bracer | 17 | 32.08% | 47.4 | 35.29% | -25.82% | -10.29% | -10.29% | 0.00% | 04:12 | -01:29 | 01:29 | 03:15 | 05:27 | 12:48 | 03:58 | 02:56 | |
Glimmer Cape | 6 | 11.32% | 45.6 | 50.00% | -3.19% | 0.00% | +50.00% | 0.00% | 37:55 | 29:55 | 30:48 | 35:10 | 46:17 | 49:13 | 15:29 | 11:28 | |
Cornucopia | 3 | 5.66% | 43.9 | 66.67% | +14.67% | +33.33% | 0.00% | 0.00% | 39:14 | 28:26 | 28:26 | 34:24 | 54:52 | 54:52 | 26:26 | 19:34 | |
Linken's Sphere | 3 | 5.66% | 42.1 | 66.67% | +14.67% | +33.33% | 0.00% | 0.00% | 40:01 | 30:31 | 30:31 | 34:39 | 54:52 | 54:52 | 24:21 | 18:02 | |
Aghanim's Shard | 11 | 20.75% | 40.4 | 36.36% | -20.78% | -3.03% | -3.03% | 0.00% | 37:34 | 20:57 | 33:13 | 35:18 | 38:03 | 53:10 | 04:50 | 03:34 | |
Drum of Endurance | 7 | 13.21% | 38.6 | 42.86% | -11.49% | +7.14% | +7.14% | 0.00% | 24:11 | 12:30 | 19:16 | 23:04 | 28:03 | 34:09 | 08:47 | 06:30 | |
Black King Bar | 1 | 1.89% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:39 | 42:39 | 42:39 | 42:39 | 42:39 | 42:39 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 1.89% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:39 | 57:39 | 57:39 | 57:39 | 57:39 | 57:39 | 00:00 | 00:00 | |
Crimson Guard | 1 | 1.89% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 00:00 | 00:00 | |
Phase Boots | 1 | 1.89% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:27 | 10:27 | 10:27 | 10:27 | 10:27 | 10:27 | 00:00 | 00:00 | |
Hand of Midas | 1 | 1.89% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 00:00 | 00:00 | |
Hurricane Pike | 1 | 1.89% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:17 | 60:17 | 60:17 | 60:17 | 60:17 | 60:17 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 1.89% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 1.89% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:03 | 37:03 | 37:03 | 37:03 | 37:03 | 37:03 | 00:00 | 00:00 | |
Rod of Atos | 2 | 3.77% | 22.8 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 16:08 | 13:06 | 13:06 | 19:10 | 19:10 | 19:10 | 06:04 | 04:29 | |
Boots of Travel | 2 | 3.77% | 21.1 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 49:37 | 40:49 | 40:49 | 58:24 | 58:24 | 58:24 | 17:35 | 13:01 | |
Vanguard | 2 | 3.77% | 19.3 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 20:41 | 07:57 | 07:57 | 33:24 | 33:24 | 33:24 | 25:27 | 18:51 | |
Lotus Orb | 3 | 5.66% | 17.5 | 33.33% | -20.67% | -33.33% | 0.00% | 0.00% | 39:40 | 24:00 | 24:00 | 29:03 | 1:05:56 | 1:05:56 | 41:56 | 31:03 | |
Wind Waker | 1 | 1.89% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 4 | 7.55% | 14.0 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 24:50 | 16:42 | 16:42 | 21:25 | 28:13 | 32:59 | 11:31 | 08:31 | |
Javelin | 1 | 1.89% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:33 | 54:33 | 54:33 | 54:33 | 54:33 | 54:33 | 00:00 | 00:00 | |
Quelling Blade | 1 | 1.89% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:19 | -01:19 | -01:19 | -01:19 | -01:19 | -01:19 | 00:00 | 00:00 | |
Power Treads | 1 | 1.89% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:28 | 08:28 | 08:28 | 08:28 | 08:28 | 08:28 | 00:00 | 00:00 | |
Wraith Band | 2 | 3.77% | 7.0 | 0.00% | -54.90% | 0.00% | 0.00% | 0.00% | 02:10 | 01:00 | 01:00 | 03:19 | 03:19 | 03:19 | 02:19 | 01:42 | |
Null Talisman | 2 | 3.77% | 5.3 | 0.00% | -54.90% | 0.00% | 0.00% | 0.00% | 06:19 | 05:43 | 05:43 | 06:55 | 06:55 | 06:55 | 01:12 | 00:53 | |
Maelstrom | 1 | 1.89% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:33 | 54:33 | 54:33 | 54:33 | 54:33 | 54:33 | 00:00 | 00:00 | |
Octarine Core | 1 | 1.89% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 |