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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 | 8 | 7.92% | 100.0 | 100.00% | +47.31% | 0.00% | 0.00% | 0.00% | 40:08 | 31:55 | 33:08 | 37:35 | 43:07 | 57:03 | 09:59 | 07:23 |
 | Swift Blink | 8 | 7.92% | 98.1 | 100.00% | +47.31% | 0.00% | 0.00% | 0.00% | 42:51 | 33:58 | 36:31 | 39:25 | 45:30 | 58:01 | 08:59 | 06:39 |
 | Ring of Health | 38 | 37.62% | 96.2 | 73.68% | +27.65% | -3.68% | -7.01% | -0.23% | 12:48 | 02:38 | 04:05 | 06:21 | 18:47 | 54:28 | 14:42 | 10:53 |
 | Void Stone | 38 | 37.62% | 94.3 | 73.68% | +27.65% | -13.68% | -7.01% | 0.66% | 16:03 | 03:35 | 08:53 | 10:27 | 19:00 | 54:28 | 10:07 | 07:29 |
 | Linken's Sphere | 38 | 37.62% | 92.5 | 73.68% | +27.65% | -3.68% | -7.01% | -0.44% | 19:33 | 13:22 | 14:27 | 15:32 | 22:00 | 46:10 | 07:33 | 05:35 |
 | Hurricane Pike | 24 | 23.76% | 90.6 | 75.00% | +24.35% | -8.33% | -8.33% | 0.00% | 30:31 | 19:10 | 23:13 | 29:59 | 33:15 | 42:39 | 10:02 | 07:25 |
 | Satanic | 18 | 17.82% | 88.7 | 77.78% | +25.97% | +22.22% | -27.78% | -5.21% | 35:39 | 25:44 | 30:05 | 35:38 | 39:41 | 44:49 | 09:36 | 07:06 |
 | Eye of Skadi | 46 | 45.54% | 86.8 | 67.39% | +20.12% | -9.06% | -12.84% | -0.54% | 29:11 | 20:42 | 24:22 | 26:58 | 31:23 | 1:02:48 | 07:01 | 05:11 |
 | Quelling Blade | 33 | 32.67% | 84.9 | 69.70% | +19.70% | +17.80% | +5.30% | 0.00% | -00:43 | -01:29 | -01:29 | -01:29 | -01:29 | 16:13 | 00:00 | 00:00 |
 | Force Staff | 24 | 23.76% | 83.0 | 70.83% | +18.88% | -4.16% | -4.16% | 0.00% | 29:40 | 18:48 | 23:07 | 29:24 | 32:38 | 42:36 | 09:31 | 07:02 |
 | Black King Bar | 69 | 68.32% | 81.1 | 59.42% | +9.42% | +5.29% | -6.48% | -1.64% | 27:57 | 18:43 | 23:33 | 28:21 | 30:43 | 43:28 | 07:10 | 05:18 |
 | Daedalus | 18 | 17.82% | 79.2 | 72.22% | +19.21% | +7.78% | +27.78% | 3.50% | 36:38 | 27:00 | 33:37 | 35:31 | 39:20 | 53:03 | 05:43 | 04:14 |
 | Boots of Speed | 101 | 100.00% | 77.4 | 56.44% | +56.44% | +11.56% | -20.44% | -13.33% | 05:39 | 02:08 | 04:16 | 05:24 | 06:40 | 11:29 | 02:24 | 01:46 |
 | Power Treads | 101 | 100.00% | 75.5 | 56.44% | +56.44% | +3.56% | -20.44% | -9.29% | 07:37 | 04:52 | 06:18 | 07:12 | 08:53 | 13:02 | 02:35 | 01:54 |
 | Dragon Lance | 54 | 53.47% | 73.6 | 59.26% | +6.07% | -9.26% | +9.97% | 3.33% | 15:47 | 10:04 | 12:04 | 14:10 | 17:50 | 31:05 | 05:46 | 04:16 |
 | Manta Style | 80 | 79.21% | 71.7 | 56.25% | -0.89% | +13.75% | -11.25% | -5.88% | 19:39 | 14:11 | 17:12 | 19:00 | 21:27 | 28:58 | 04:15 | 03:08 |
 | Magic Stick | 77 | 76.24% | 69.8 | 55.84% | -2.49% | -13.73% | +2.05% | 8.23% | 01:34 | -01:29 | -01:29 | -01:29 | 03:24 | 18:29 | 04:53 | 03:37 |
 | Magic Wand | 88 | 87.13% | 67.9 | 54.55% | -14.68% | +4.54% | -13.64% | -2.61% | 05:36 | -01:30 | 01:57 | 05:13 | 08:55 | 18:29 | 06:58 | 05:09 |
 | Yasha | 89 | 88.12% | 66.0 | 53.93% | -21.07% | +14.25% | +5.16% | -2.27% | 15:26 | 09:36 | 13:25 | 14:57 | 17:25 | 26:03 | 04:00 | 02:57 |
 | Wind Lace | 7 | 6.93% | 64.2 | 85.71% | +31.45% | +14.29% | -35.71% | 0.00% | 14:20 | 07:59 | 08:09 | 12:08 | 18:31 | 22:35 | 10:22 | 07:40 |
 | Fluffy Hat | 55 | 54.46% | 62.3 | 54.55% | -4.15% | +2.59% | +16.88% | 2.53% | 11:39 | 02:05 | 04:20 | 07:36 | 09:59 | 42:36 | 05:39 | 04:11 |
 | Wraith Band | 60 | 59.41% | 60.4 | 53.33% | -7.65% | +13.34% | -13.33% | -26.67% | 02:33 | 00:53 | 01:53 | 02:17 | 02:34 | 06:27 | 00:41 | 00:30 |
 | Morbid Mask | 46 | 45.54% | 58.5 | 54.35% | -3.83% | -4.35% | +36.56% | 8.58% | 12:52 | 03:01 | 06:43 | 07:47 | 11:29 | 43:02 | 04:46 | 03:31 |
 | Aghanim's Scepter | 34 | 33.66% | 56.6 | 55.88% | -0.84% | +33.01% | -18.38% | -6.15% | 28:33 | 18:47 | 22:45 | 26:30 | 31:06 | 57:08 | 08:21 | 06:11 |
 | Crystalys | 41 | 40.59% | 54.7 | 51.22% | -8.78% | -1.22% | +8.78% | 1.78% | 33:12 | 21:44 | 29:49 | 32:36 | 35:27 | 52:12 | 05:38 | 04:10 |
 | Butterfly | 12 | 11.88% | 52.8 | 66.67% | +11.61% | +33.33% | -33.34% | 0.00% | 32:30 | 22:07 | 24:14 | 32:19 | 36:33 | 46:33 | 12:19 | 09:07 |
 | Shadow Blade | 12 | 11.88% | 50.9 | 66.67% | +11.61% | 0.00% | -33.34% | 0.00% | 33:02 | 24:45 | 27:26 | 32:17 | 38:21 | 40:43 | 10:55 | 08:05 |
 | Silver Edge | 12 | 11.88% | 49.1 | 66.67% | +11.61% | -33.34% | -33.34% | 0.00% | 34:16 | 25:06 | 30:31 | 32:26 | 38:57 | 41:57 | 08:26 | 06:14 |
 | Aghanim's Shard | 23 | 22.77% | 47.2 | 56.52% | +0.11% | +10.15% | -23.19% | -2.05% | 29:10 | 16:04 | 18:24 | 25:42 | 34:42 | 56:14 | 16:18 | 12:04 |
 | Falcon Blade | 43 | 42.57% | 45.3 | 48.84% | -13.23% | +5.71% | +14.80% | 2.24% | 07:37 | 03:33 | 05:09 | 07:53 | 09:12 | 18:39 | 04:03 | 03:00 |
 | Bottle | 7 | 6.93% | 43.4 | 57.14% | +0.76% | -7.14% | -7.14% | 0.00% | 02:03 | 01:07 | 01:10 | 01:30 | 01:43 | 05:13 | 00:33 | 00:24 |
 | Helm of Iron Will | 3 | 2.97% | 41.5 | 66.67% | +10.55% | +33.33% | 0.00% | 0.00% | 43:25 | 33:45 | 33:45 | 45:08 | 51:23 | 51:23 | 17:38 | 13:03 |
 | Nullifier | 3 | 2.97% | 39.6 | 66.67% | +10.55% | +33.33% | 0.00% | 0.00% | 43:38 | 33:58 | 33:58 | 45:22 | 51:34 | 51:34 | 17:36 | 13:02 |
 | Kaya | 1 | 0.99% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.99% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:19 | 21:19 | 21:19 | 21:19 | 21:19 | 21:19 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.99% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.99% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 00:00 | 00:00 |
 | Sange | 1 | 0.99% | 30.2 | 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 |
 | Ghost Scepter | 1 | 0.99% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.99% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.99% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 00:00 | 00:00 |
 | Aghanim's Blessing | 6 | 5.94% | 22.6 | 33.33% | -24.56% | +16.67% | -33.33% | 0.00% | 49:57 | 42:07 | 45:22 | 47:04 | 57:37 | 58:04 | 12:15 | 09:04 |
 | Desolator | 2 | 1.98% | 20.8 | 50.00% | -6.57% | +50.00% | 0.00% | 0.00% | 48:55 | 26:48 | 26:48 | 1:11:01 | 1:11:01 | 1:11:01 | 44:13 | 32:45 |
 | Hand of Midas | 3 | 2.97% | 18.9 | 33.33% | -23.81% | +66.67% | 0.00% | 0.00% | 35:22 | 11:21 | 11:21 | 34:11 | 60:34 | 60:34 | 49:13 | 36:27 |
 | Moon Shard | 1 | 0.99% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.99% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:01 | 1:11:01 | 1:11:01 | 1:11:01 | 1:11:01 | 1:11:01 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.99% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:57 | 51:57 | 51:57 | 51:57 | 51:57 | 51:57 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.99% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.99% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:52 | 39:52 | 39:52 | 39:52 | 39:52 | 39:52 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 1.98% | 7.5 | 0.00% | -57.58% | 0.00% | 0.00% | 0.00% | 49:51 | 48:39 | 48:39 | 51:03 | 51:03 | 51:03 | 02:24 | 01:46 |
 | Javelin | 2 | 1.98% | 5.7 | 0.00% | -57.58% | 0.00% | 0.00% | 0.00% | 37:36 | 36:32 | 36:32 | 38:40 | 38:40 | 38:40 | 02:08 | 01:34 |
 | Refresher Orb | 3 | 2.97% | 3.8 | 0.00% | -58.16% | 0.00% | 0.00% | 0.00% | 51:55 | 41:07 | 41:07 | 54:40 | 59:57 | 59:57 | 18:50 | 13:57 |
 | Cornucopia | 3 | 2.97% | 1.9 | 0.00% | -58.16% | 0.00% | 0.00% | 0.00% | 27:47 | 13:23 | 13:23 | 33:59 | 35:59 | 35:59 | 22:36 | 16:44 |