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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 | |
Blink Dagger | 39 | 72.22% | 100.0 | 58.97% | +32.30% | +1.03% | +1.03% | 0.00% | 22:01 | 14:46 | 19:46 | 21:01 | 24:28 | 34:33 | 04:42 | 03:28 | |
Magic Wand | 38 | 70.37% | 98.0 | 57.89% | +26.64% | +12.11% | +8.78% | -0.67% | 08:38 | 03:01 | 05:04 | 07:39 | 10:04 | 20:31 | 05:00 | 03:42 | |
Chainmail | 43 | 79.63% | 96.0 | 53.49% | +17.13% | -17.13% | +1.06% | 3.58% | 08:05 | 01:23 | 04:33 | 07:53 | 09:38 | 24:20 | 05:05 | 03:45 | |
Phase Boots | 41 | 75.93% | 94.0 | 53.66% | +15.20% | +6.34% | -3.66% | -2.74% | 09:26 | 04:44 | 06:54 | 09:38 | 10:33 | 24:47 | 03:39 | 02:42 | |
Black King Bar | 39 | 72.22% | 92.0 | 53.85% | +13.85% | +6.15% | -3.85% | -1.94% | 27:25 | 21:27 | 24:41 | 26:07 | 29:51 | 41:06 | 05:10 | 03:49 | |
Boots of Speed | 54 | 100.00% | 90.0 | 50.00% | +50.00% | +14.29% | -3.85% | -4.69% | 04:22 | -01:29 | 02:22 | 03:53 | 06:14 | 09:23 | 03:52 | 02:51 | |
Shiva's Guard | 20 | 37.04% | 88.0 | 60.00% | +15.88% | +20.00% | 0.00% | -2.23% | 35:59 | 26:11 | 31:06 | 34:22 | 40:05 | 46:20 | 08:59 | 06:39 | |
Aghanim's Scepter | 38 | 70.37% | 86.0 | 52.63% | +8.88% | -2.63% | -19.30% | -5.59% | 18:33 | 12:04 | 16:22 | 17:19 | 19:21 | 51:35 | 02:59 | 02:12 | |
Magic Stick | 44 | 81.48% | 84.0 | 47.73% | -12.27% | -2.28% | -11.37% | -7.18% | 01:07 | -01:29 | -01:29 | -01:29 | 02:45 | 13:59 | 04:14 | 03:08 | |
Power Treads | 3 | 5.56% | 82.0 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 15:27 | 11:17 | 11:17 | 15:38 | 19:25 | 19:25 | 08:08 | 06:01 | |
Overwhelming Blink | 3 | 5.56% | 80.0 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 48:54 | 40:52 | 40:52 | 41:52 | 1:03:58 | 1:03:58 | 23:06 | 17:06 | |
Ring of Health | 40 | 74.07% | 78.0 | 47.50% | -9.64% | +2.50% | -7.50% | -0.62% | 11:58 | 01:52 | 03:06 | 04:44 | 19:16 | 39:26 | 16:10 | 11:58 | |
Ethereal Blade | 5 | 9.26% | 76.0 | 80.00% | +33.06% | +20.00% | +20.00% | 0.00% | 30:27 | 27:40 | 27:40 | 28:56 | 32:34 | 35:00 | 04:54 | 03:37 | |
Void Stone | 14 | 25.93% | 74.0 | 57.14% | +9.64% | +17.86% | -23.81% | -7.06% | 36:00 | 21:30 | 33:32 | 36:29 | 39:26 | 48:21 | 05:54 | 04:22 | |
Soul Ring | 12 | 22.22% | 72.0 | 58.33% | +10.71% | -25.00% | +8.34% | 17.10% | 11:12 | 06:17 | 09:16 | 09:33 | 11:13 | 23:10 | 01:57 | 01:26 | |
Ring of Protection | 42 | 77.78% | 70.0 | 42.86% | -32.14% | +20.78% | -22.86% | 0.00% | 00:37 | -01:29 | -01:29 | -01:29 | -01:29 | 15:54 | 00:00 | 00:00 | |
Hood of Defiance | 10 | 18.52% | 68.0 | 60.00% | +12.27% | +6.67% | -10.00% | -1.50% | 14:11 | 06:36 | 08:11 | 09:59 | 19:16 | 31:24 | 11:05 | 08:12 | |
Ghost Scepter | 8 | 14.81% | 66.0 | 62.50% | +14.67% | +37.50% | -12.50% | -4.13% | 33:31 | 26:15 | 27:08 | 29:57 | 39:14 | 42:07 | 12:06 | 08:57 | |
Aghanim's Shard | 6 | 11.11% | 64.0 | 66.67% | +18.75% | +33.33% | +33.33% | 0.00% | 37:37 | 27:17 | 32:27 | 32:28 | 41:07 | 55:34 | 08:40 | 06:25 | |
Vanguard | 20 | 37.04% | 62.0 | 45.00% | -7.94% | -25.00% | -5.00% | 7.59% | 08:04 | 04:02 | 05:43 | 07:26 | 08:21 | 20:17 | 02:38 | 01:57 | |
Bottle | 2 | 3.70% | 60.0 | 100.00% | +51.92% | 0.00% | 0.00% | 0.00% | 01:35 | 01:30 | 01:30 | 01:39 | 01:39 | 01:39 | 00:09 | 00:06 | |
Urn of Shadows | 7 | 12.96% | 58.0 | 57.14% | +8.20% | -7.14% | -7.14% | 0.00% | 11:36 | 06:43 | 08:40 | 11:05 | 12:16 | 16:23 | 03:36 | 02:40 | |
Refresher Orb | 7 | 12.96% | 56.0 | 57.14% | +8.20% | -7.14% | +42.86% | 5.57% | 43:08 | 36:40 | 37:22 | 45:42 | 46:21 | 49:11 | 08:59 | 06:39 | |
Kaya | 10 | 18.52% | 54.0 | 50.00% | 0.00% | +50.00% | -50.00% | -18.46% | 29:08 | 23:52 | 27:06 | 27:21 | 32:31 | 36:20 | 05:25 | 04:00 | |
Wind Lace | 17 | 31.48% | 52.0 | 41.18% | -12.87% | -41.18% | +8.82% | 9.55% | 05:27 | -01:27 | 02:37 | 07:04 | 07:51 | 11:56 | 05:14 | 03:52 | |
Quelling Blade | 10 | 18.52% | 50.0 | 40.00% | -12.27% | +26.67% | -40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 | |
Lotus Orb | 3 | 5.56% | 48.0 | 66.67% | +17.65% | -66.67% | 0.00% | 0.00% | 33:22 | 28:03 | 28:03 | 32:38 | 39:26 | 39:26 | 11:23 | 08:25 | |
Bracer | 12 | 22.22% | 46.0 | 33.33% | -21.43% | 0.00% | 0.00% | 0.00% | 05:47 | 01:29 | 01:54 | 02:16 | 06:34 | 24:01 | 04:40 | 03:27 | |
Crown | 1 | 1.85% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 1.85% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 00:00 | 00:00 | |
Rod of Atos | 1 | 1.85% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 00:00 | 00:00 | |
Cornucopia | 1 | 1.85% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:35 | 48:35 | 48:35 | 48:35 | 48:35 | 48:35 | 00:00 | 00:00 | |
Stout Shield | 1 | 1.85% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -10:24 | -10:24 | -10:24 | -10:24 | -10:24 | -10:24 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 1.85% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:58 | 43:58 | 43:58 | 43:58 | 43:58 | 43:58 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 1.85% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:03 | 10:03 | 10:03 | 10:03 | 10:03 | 10:03 | 00:00 | 00:00 | |
Boots of Travel | 1 | 1.85% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 1.85% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:54 | 26:54 | 26:54 | 26:54 | 26:54 | 26:54 | 00:00 | 00:00 | |
Tranquil Boots | 8 | 14.81% | 26.0 | 25.00% | -29.35% | -25.00% | -25.00% | 0.00% | 08:45 | 03:48 | 06:55 | 08:09 | 09:36 | 13:42 | 02:41 | 01:59 | |
Buckler | 2 | 3.70% | 24.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 38:18 | 33:33 | 33:33 | 43:03 | 43:03 | 43:03 | 09:30 | 07:02 | |
Linken's Sphere | 2 | 3.70% | 22.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 30:07 | 21:30 | 21:30 | 38:43 | 38:43 | 38:43 | 17:13 | 12:45 | |
Crimson Guard | 2 | 3.70% | 20.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 22:56 | 12:04 | 12:04 | 33:48 | 33:48 | 33:48 | 21:44 | 16:05 | |
Sange | 3 | 5.56% | 18.0 | 33.33% | -17.65% | -33.33% | 0.00% | 0.00% | 27:52 | 23:13 | 23:13 | 29:57 | 30:27 | 30:27 | 07:14 | 05:21 | |
Kaya and Sange | 3 | 5.56% | 16.0 | 33.33% | -17.65% | -33.33% | 0.00% | 0.00% | 29:35 | 27:26 | 27:26 | 30:23 | 30:55 | 30:55 | 03:29 | 02:34 | |
Blade Mail | 3 | 5.56% | 14.0 | 33.33% | -17.65% | -33.33% | 0.00% | 0.00% | 20:20 | 16:19 | 16:19 | 18:26 | 26:14 | 26:14 | 09:55 | 07:20 | |
Force Staff | 3 | 5.56% | 12.0 | 33.33% | -17.65% | +66.67% | 0.00% | 0.00% | 24:37 | 20:16 | 20:16 | 21:31 | 32:04 | 32:04 | 11:48 | 08:44 | |
Glimmer Cape | 1 | 1.85% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:21 | 29:21 | 29:21 | 29:21 | 29:21 | 29:21 | 00:00 | 00:00 | |
Spider Legs | 1 | 1.85% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 | |
Vambrace | 1 | 1.85% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 | |
Chipped Vest | 1 | 1.85% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 | |
Aether Lens | 2 | 3.70% | 2.0 | 0.00% | -51.92% | 0.00% | 0.00% | 0.00% | 33:14 | 23:11 | 23:11 | 43:17 | 43:17 | 43:17 | 20:06 | 14:53 |