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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 | 33 | 48.53% | 100.0 | 66.67% | +26.67% | +8.33% | -16.67% | -3.16% | 27:22 | 18:39 | 22:02 | 26:01 | 29:57 | 45:41 | 07:55 | 05:51 | |
Sange | 35 | 51.47% | 97.9 | 65.71% | +26.32% | +12.07% | -10.15% | -2.98% | 26:30 | 18:01 | 21:38 | 25:31 | 29:05 | 45:27 | 07:27 | 05:31 | |
Kaya | 45 | 66.18% | 95.7 | 60.00% | +20.87% | -5.45% | -23.64% | -1.95% | 23:01 | 15:21 | 16:51 | 23:06 | 26:12 | 44:50 | 09:21 | 06:55 | |
Shiva's Guard | 19 | 27.94% | 93.6 | 68.42% | +21.48% | -8.42% | -8.42% | 0.00% | 34:49 | 20:53 | 30:25 | 34:38 | 38:15 | 45:01 | 07:50 | 05:48 | |
Boots of Travel | 34 | 50.00% | 91.5 | 61.76% | +17.64% | +16.02% | +0.74% | -1.29% | 35:29 | 21:23 | 29:37 | 34:31 | 41:30 | 53:04 | 11:53 | 08:48 | |
Scythe of Vyse | 23 | 33.82% | 89.4 | 65.22% | +18.55% | +1.45% | -15.22% | -2.66% | 37:40 | 26:44 | 33:58 | 37:01 | 40:14 | 55:39 | 06:16 | 04:38 | |
Magic Wand | 63 | 92.65% | 87.2 | 53.97% | +13.97% | -3.97% | -10.22% | -0.88% | 08:34 | -01:30 | 04:22 | 07:05 | 11:26 | 25:27 | 07:04 | 05:14 | |
Void Stone | 26 | 38.24% | 85.1 | 61.54% | +13.92% | +9.89% | -11.54% | -2.93% | 36:09 | 20:25 | 33:12 | 35:45 | 40:31 | 55:39 | 07:19 | 05:25 | |
Boots of Speed | 68 | 100.00% | 83.0 | 52.94% | +52.94% | +5.88% | -5.88% | -11.38% | 03:15 | -01:29 | 02:46 | 03:29 | 03:48 | 05:48 | 01:02 | 00:45 | |
Arcane Boots | 68 | 100.00% | 80.9 | 52.94% | +52.94% | +5.88% | -23.53% | -20.76% | 06:11 | 03:21 | 05:32 | 06:09 | 06:57 | 08:55 | 01:25 | 01:02 | |
Bloodstone | 63 | 92.65% | 78.7 | 52.38% | -7.62% | +10.12% | -21.13% | -15.63% | 14:16 | 11:44 | 12:56 | 14:14 | 14:56 | 19:35 | 02:00 | 01:28 | |
Magic Stick | 64 | 94.12% | 76.6 | 51.56% | -23.44% | +23.44% | -14.06% | -37.50% | 02:52 | -01:29 | 02:01 | 02:14 | 02:32 | 16:42 | 00:31 | 00:22 | |
Black King Bar | 48 | 70.59% | 74.5 | 52.08% | -2.92% | +14.59% | -18.75% | -7.09% | 25:00 | 17:46 | 21:26 | 23:37 | 26:08 | 46:16 | 04:42 | 03:28 | |
Bottle | 62 | 91.18% | 72.3 | 50.00% | -33.33% | -12.50% | +10.00% | 22.50% | 01:34 | 00:08 | 01:11 | 01:19 | 01:29 | 06:39 | 00:18 | 00:13 | |
Blink Dagger | 43 | 63.24% | 70.2 | 48.84% | -11.16% | -3.39% | -3.39% | 0.00% | 29:02 | 10:42 | 22:37 | 27:55 | 33:24 | 52:55 | 10:47 | 07:59 | |
Wind Lace | 25 | 36.76% | 68.1 | 52.00% | -1.49% | +14.67% | -18.67% | -3.38% | 13:01 | 05:00 | 07:00 | 10:23 | 16:51 | 40:31 | 09:51 | 07:17 | |
Overwhelming Blink | 10 | 14.71% | 66.0 | 60.00% | +8.28% | +40.00% | -60.00% | -17.44% | 42:32 | 34:31 | 39:29 | 42:16 | 45:13 | 52:55 | 05:44 | 04:14 | |
Ghost Scepter | 8 | 11.76% | 63.8 | 62.50% | +10.83% | -12.50% | +37.50% | 3.32% | 31:49 | 23:12 | 23:46 | 28:05 | 38:49 | 41:50 | 15:03 | 11:08 | |
Aghanim's Shard | 20 | 29.41% | 61.7 | 45.00% | -11.25% | -5.00% | -5.00% | 0.00% | 40:14 | 29:15 | 32:29 | 38:40 | 45:57 | 56:33 | 13:28 | 09:58 | |
Buckler | 4 | 5.88% | 59.6 | 75.00% | +23.44% | +25.00% | +25.00% | 0.00% | 12:14 | 11:11 | 11:11 | 11:38 | 12:43 | 13:24 | 01:32 | 01:08 | |
Ring of Protection | 4 | 5.88% | 57.4 | 75.00% | +23.44% | +25.00% | +25.00% | 0.00% | 12:14 | 11:10 | 11:10 | 11:37 | 12:43 | 13:24 | 01:33 | 01:08 | |
Guardian Greaves | 4 | 5.88% | 55.3 | 75.00% | +23.44% | +25.00% | -75.00% | 0.00% | 15:00 | 12:54 | 12:54 | 14:33 | 16:13 | 16:20 | 03:19 | 02:27 | |
Chainmail | 4 | 5.88% | 53.2 | 75.00% | +23.44% | +25.00% | -75.00% | 0.00% | 09:25 | 07:54 | 07:54 | 08:46 | 10:24 | 10:34 | 02:30 | 01:51 | |
Mekansm | 4 | 5.88% | 51.1 | 75.00% | +23.44% | +25.00% | +25.00% | 0.00% | 10:59 | 09:53 | 09:53 | 11:07 | 11:10 | 11:46 | 01:17 | 00:57 | |
Headdress | 4 | 5.88% | 48.9 | 75.00% | +23.44% | +25.00% | +25.00% | 0.00% | 07:32 | 05:55 | 05:55 | 07:15 | 07:34 | 09:25 | 01:39 | 01:13 | |
Null Talisman | 2 | 2.94% | 46.8 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 04:29 | 02:45 | 02:45 | 06:12 | 06:12 | 06:12 | 03:27 | 02:33 | |
Quelling Blade | 7 | 10.29% | 44.7 | 57.14% | +4.68% | -7.14% | -7.14% | 0.00% | 07:21 | -01:29 | -01:29 | -01:29 | 08:12 | 26:52 | 09:41 | 07:10 | |
Ring of Health | 8 | 11.76% | 42.6 | 50.00% | -3.33% | +50.00% | -50.00% | -3.48% | 34:32 | 16:32 | 16:44 | 25:06 | 45:26 | 1:06:59 | 28:42 | 21:15 | |
Fluffy Hat | 3 | 4.41% | 40.4 | 66.67% | +14.36% | +33.33% | 0.00% | 0.00% | 12:37 | 06:21 | 06:21 | 06:33 | 24:58 | 24:58 | 18:37 | 13:47 | |
Hood of Defiance | 3 | 4.41% | 38.3 | 66.67% | +14.36% | +33.33% | 0.00% | 0.00% | 17:51 | 16:52 | 16:52 | 17:17 | 19:23 | 19:23 | 02:31 | 01:51 | |
Boots of Travel 2 | 4 | 5.88% | 36.2 | 50.00% | -3.13% | +50.00% | -50.00% | 0.00% | 55:30 | 39:39 | 39:39 | 50:50 | 58:53 | 1:12:38 | 19:14 | 14:14 | |
Lotus Orb | 1 | 1.47% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 00:00 | 00:00 | |
Orb of Venom | 1 | 1.47% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:48 | 06:48 | 06:48 | 06:48 | 06:48 | 06:48 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 1.47% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 | |
Force Staff | 1 | 1.47% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 00:00 | 00:00 | |
Pipe of Insight | 2 | 2.94% | 25.5 | 50.00% | -3.03% | +50.00% | 0.00% | 0.00% | 22:50 | 19:58 | 19:58 | 25:42 | 25:42 | 25:42 | 05:44 | 04:14 | |
Aether Lens | 2 | 2.94% | 23.4 | 50.00% | -3.03% | +50.00% | 0.00% | 0.00% | 53:30 | 42:54 | 42:54 | 1:04:06 | 1:04:06 | 1:04:06 | 21:12 | 15:42 | |
Octarine Core | 2 | 2.94% | 21.3 | 50.00% | -3.03% | +50.00% | 0.00% | 0.00% | 53:33 | 42:59 | 42:59 | 1:04:06 | 1:04:06 | 1:04:06 | 21:07 | 15:38 | |
Refresher Orb | 3 | 4.41% | 19.1 | 33.33% | -20.52% | +66.67% | 0.00% | 0.00% | 51:20 | 34:21 | 34:21 | 52:38 | 1:07:00 | 1:07:00 | 32:39 | 24:11 | |
Aghanim's Scepter | 3 | 4.41% | 17.0 | 33.33% | -20.52% | +66.67% | 0.00% | 0.00% | 41:24 | 32:16 | 32:16 | 33:10 | 58:47 | 58:47 | 26:31 | 19:38 | |
Eul's Scepter of Divinity | 4 | 5.88% | 14.9 | 25.00% | -29.69% | -25.00% | -25.00% | 0.00% | 40:56 | 20:25 | 20:25 | 25:03 | 40:51 | 1:17:25 | 20:26 | 15:08 | |
Ethereal Blade | 2 | 2.94% | 12.8 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 31:50 | 24:33 | 24:33 | 39:06 | 39:06 | 39:06 | 14:33 | 10:46 | |
Linken's Sphere | 1 | 1.47% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 00:00 | 00:00 | |
Moon Shard | 1 | 1.47% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:50 | 57:50 | 57:50 | 57:50 | 57:50 | 57:50 | 00:00 | 00:00 | |
Wraith Band | 1 | 1.47% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:57 | 05:57 | 05:57 | 05:57 | 05:57 | 05:57 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 1.47% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:47 | 58:47 | 58:47 | 58:47 | 58:47 | 58:47 | 00:00 | 00:00 | |
Wind Waker | 1 | 1.47% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:17:25 | 1:17:25 | 1:17:25 | 1:17:25 | 1:17:25 | 1:17:25 | 00:00 | 00:00 |