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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 | |
 | Manta Style | 82 | 76.64% | 100.0 | 54.88% | +22.88% | -2.50% | +30.12% | 6.02% | 19:09 | 12:50 | 16:07 | 17:42 | 21:32 | 33:18 | 05:25 | 04:00 |
 | Dragon Lance | 85 | 79.44% | 98.1 | 54.12% | +22.30% | -1.74% | +7.78% | 3.05% | 12:29 | 08:00 | 10:21 | 11:41 | 13:28 | 34:58 | 03:07 | 02:18 |
 | Butterfly | 22 | 20.56% | 96.2 | 63.64% | +17.76% | +19.69% | -43.64% | -5.88% | 32:49 | 16:51 | 26:51 | 32:49 | 37:37 | 54:40 | 10:46 | 07:58 |
 | Power Treads | 107 | 100.00% | 94.2 | 49.53% | +49.53% | -5.09% | -1.38% | 2.50% | 06:03 | 03:32 | 05:20 | 05:55 | 06:49 | 08:53 | 01:29 | 01:05 |
 | Boots of Speed | 107 | 100.00% | 92.3 | 49.53% | +49.53% | -5.09% | -5.09% | 0.00% | 03:43 | 01:24 | 02:46 | 03:50 | 04:33 | 07:35 | 01:47 | 01:19 |
 | Yasha | 105 | 98.13% | 90.4 | 49.52% | -0.48% | +8.17% | +4.33% | -1.16% | 13:14 | 08:27 | 11:22 | 13:33 | 14:40 | 20:03 | 03:18 | 02:26 |
 | Eye of Skadi | 96 | 89.72% | 88.5 | 50.00% | +4.55% | +16.67% | -16.67% | -6.83% | 23:36 | 15:18 | 20:56 | 22:45 | 25:49 | 34:38 | 04:53 | 03:37 |
 | Crystalys | 70 | 65.42% | 86.5 | 51.43% | +5.48% | -6.99% | +1.51% | 1.20% | 30:17 | 19:55 | 26:39 | 29:59 | 33:44 | 43:17 | 07:05 | 05:14 |
 | Quelling Blade | 103 | 96.26% | 84.6 | 48.54% | -26.46% | -10.08% | +9.15% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 05:20 | 00:00 | 00:00 |
 | Magic Wand | 73 | 68.22% | 82.7 | 50.68% | +3.62% | +27.10% | -6.24% | -5.44% | 05:57 | -01:29 | 02:35 | 04:17 | 08:43 | 24:04 | 06:08 | 04:32 |
 | Magic Stick | 90 | 84.11% | 80.8 | 48.89% | -4.05% | +3.28% | +1.11% | -2.17% | 00:02 | -01:30 | -01:29 | -01:29 | -01:26 | 12:08 | 00:03 | 00:02 |
 | Linken's Sphere | 13 | 12.15% | 78.8 | 69.23% | +22.42% | +30.77% | -2.56% | 0.00% | 33:32 | 23:46 | 28:17 | 33:56 | 36:30 | 45:41 | 08:13 | 06:05 |
 | Force Staff | 43 | 40.19% | 76.9 | 53.49% | +6.61% | +19.24% | -8.04% | -3.16% | 31:01 | 19:41 | 26:05 | 31:17 | 34:43 | 44:31 | 08:38 | 06:23 |
 | Ring of Health | 30 | 28.04% | 75.0 | 56.67% | +9.92% | +5.83% | -13.81% | -1.63% | 39:58 | 20:43 | 34:13 | 38:10 | 46:16 | 57:26 | 12:03 | 08:55 |
 | Hurricane Pike | 44 | 41.12% | 73.1 | 52.27% | +4.65% | +20.46% | -15.91% | -4.31% | 31:48 | 20:14 | 26:55 | 31:23 | 35:21 | 48:28 | 08:26 | 06:14 |
 | Silver Edge | 24 | 22.43% | 71.2 | 58.33% | +11.34% | +25.00% | -8.33% | -5.21% | 34:36 | 26:32 | 31:20 | 32:42 | 37:44 | 44:12 | 06:24 | 04:44 |
 | Black King Bar | 87 | 81.31% | 69.2 | 47.13% | -12.87% | +11.96% | -10.77% | -3.05% | 27:05 | 17:37 | 22:44 | 26:08 | 30:11 | 54:01 | 07:27 | 05:31 |
 | Void Stone | 31 | 28.97% | 67.3 | 54.84% | +7.47% | +20.16% | -17.34% | -3.04% | 40:14 | 18:32 | 33:56 | 38:10 | 46:16 | 57:26 | 12:20 | 09:08 |
 | Wraith Band | 52 | 48.60% | 65.4 | 50.00% | +0.91% | -19.23% | -3.85% | 15.38% | 02:50 | 01:04 | 01:46 | 02:13 | 02:39 | 19:23 | 00:53 | 00:39 |
 | Fluffy Hat | 53 | 49.53% | 63.5 | 49.06% | -0.94% | -18.29% | +4.79% | 1.69% | 25:27 | 05:53 | 19:41 | 27:01 | 33:21 | 44:30 | 13:40 | 10:07 |
 | Shadow Blade | 24 | 22.43% | 61.5 | 54.17% | +5.98% | +29.16% | -20.84% | -8.04% | 32:21 | 23:09 | 28:31 | 32:10 | 34:44 | 44:11 | 06:13 | 04:36 |
 | Aghanim's Scepter | 11 | 10.28% | 59.6 | 63.64% | +15.72% | +36.36% | +3.03% | 0.00% | 42:18 | 28:19 | 32:53 | 44:35 | 51:15 | 51:56 | 18:22 | 13:36 |
 | Morbid Mask | 22 | 20.56% | 57.7 | 50.00% | +0.59% | -16.67% | +10.00% | 5.35% | 33:05 | 24:34 | 30:44 | 32:32 | 35:43 | 43:53 | 04:59 | 03:41 |
 | Daedalus | 36 | 33.64% | 55.8 | 44.44% | -7.67% | 0.00% | -22.22% | -4.53% | 33:30 | 25:28 | 31:23 | 33:46 | 36:17 | 41:04 | 04:54 | 03:37 |
 | Satanic | 23 | 21.50% | 53.8 | 47.83% | -2.17% | -31.16% | +18.84% | 9.46% | 34:51 | 29:20 | 31:19 | 33:56 | 36:36 | 44:21 | 05:17 | 03:54 |
 | Blink Dagger | 21 | 19.63% | 51.9 | 42.86% | -8.30% | +57.14% | -42.86% | -11.74% | 42:33 | 32:07 | 38:22 | 41:44 | 46:53 | 51:50 | 08:31 | 06:18 |
 | Refresher Orb | 21 | 19.63% | 50.0 | 42.86% | -8.30% | +37.14% | -42.86% | -11.01% | 47:35 | 35:24 | 43:41 | 46:39 | 50:57 | 58:09 | 07:16 | 05:22 |
 | Moon Shard | 7 | 6.54% | 48.1 | 57.14% | +8.14% | -7.14% | -7.14% | 0.00% | 56:45 | 50:53 | 51:30 | 56:44 | 57:24 | 1:06:22 | 05:54 | 04:22 |
 | Swift Blink | 17 | 15.89% | 46.2 | 41.18% | -9.93% | +58.82% | -41.18% | 0.00% | 44:51 | 36:07 | 40:47 | 43:31 | 47:28 | 54:59 | 06:41 | 04:57 |
 | Ring of Basilius | 26 | 24.30% | 44.2 | 30.77% | -24.79% | +12.09% | +2.56% | -3.40% | 08:06 | 05:16 | 06:23 | 07:16 | 09:11 | 15:07 | 02:48 | 02:04 |
 | Sange | 9 | 8.41% | 42.3 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 21:23 | 16:43 | 16:51 | 21:40 | 25:25 | 26:35 | 08:34 | 06:20 |
 | Sange and Yasha | 9 | 8.41% | 40.4 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 21:44 | 16:52 | 17:21 | 22:04 | 25:47 | 27:10 | 08:26 | 06:14 |
 | Wind Lace | 3 | 2.80% | 38.5 | 66.67% | +17.63% | +33.33% | 0.00% | 0.00% | 06:39 | 06:01 | 06:01 | 06:46 | 07:11 | 07:11 | 01:10 | 00:51 |
 | Hand of Midas | 3 | 2.80% | 36.5 | 66.67% | +17.63% | +33.33% | 0.00% | 0.00% | 12:19 | 10:52 | 10:52 | 12:49 | 13:15 | 13:15 | 02:23 | 01:45 |
 | Scythe of Vyse | 3 | 2.80% | 34.6 | 66.67% | +17.63% | +33.33% | 0.00% | 0.00% | 41:04 | 35:01 | 35:01 | 40:21 | 47:49 | 47:49 | 12:48 | 09:28 |
 | Aghanim's Blessing | 7 | 6.54% | 32.7 | 42.86% | -7.14% | -42.86% | +7.14% | 0.00% | 48:15 | 41:32 | 44:35 | 51:15 | 51:38 | 51:56 | 07:03 | 05:13 |
 | Aghanim's Shard | 12 | 11.21% | 30.8 | 33.33% | -18.25% | 0.00% | 0.00% | 0.00% | 43:22 | 29:21 | 37:40 | 43:29 | 48:05 | 55:49 | 10:25 | 07:42 |
 | Assault Cuirass | 1 | 0.93% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Buckler | 1 | 0.93% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.93% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 0.93% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 00:00 | 00:00 |
 | Bracer | 5 | 4.67% | 21.2 | 40.00% | -10.00% | -40.00% | +60.00% | 0.00% | 02:50 | 02:14 | 02:14 | 02:24 | 02:37 | 04:42 | 00:23 | 00:17 |
 | Monkey King Bar | 11 | 10.28% | 19.2 | 27.27% | -24.81% | +6.06% | +6.06% | 0.00% | 38:23 | 30:24 | 31:20 | 34:56 | 40:14 | 54:17 | 08:54 | 06:35 |
 | Falcon Blade | 11 | 10.28% | 17.3 | 27.27% | -24.81% | -27.27% | +39.40% | 0.00% | 08:21 | 06:14 | 07:18 | 08:42 | 08:56 | 10:39 | 01:38 | 01:12 |
 | Javelin | 11 | 10.28% | 15.4 | 27.27% | -24.81% | +6.06% | +6.06% | 0.00% | 37:32 | 29:42 | 30:38 | 33:08 | 38:26 | 53:58 | 07:48 | 05:46 |
 | Aeon Disk | 6 | 5.61% | 13.5 | 33.33% | -17.17% | +16.67% | -33.33% | 0.00% | 44:22 | 36:15 | 43:44 | 44:38 | 45:23 | 51:22 | 01:39 | 01:13 |
 | Divine Rapier | 6 | 5.61% | 11.5 | 33.33% | -17.17% | -33.33% | -33.33% | 0.00% | 1:02:35 | 41:34 | 47:48 | 1:04:29 | 1:14:18 | 1:15:25 | 26:30 | 19:37 |
 | Skull Basher | 2 | 1.87% | 9.6 | 50.00% | +0.48% | -50.00% | 0.00% | 0.00% | 38:18 | 37:02 | 37:02 | 39:34 | 39:34 | 39:34 | 02:32 | 01:52 |
 | Abyssal Blade | 2 | 1.87% | 7.7 | 50.00% | +0.48% | -50.00% | 0.00% | 0.00% | 39:29 | 38:46 | 38:46 | 40:11 | 40:11 | 40:11 | 01:25 | 01:02 |
 | Vanguard | 2 | 1.87% | 5.8 | 50.00% | +0.48% | -50.00% | 0.00% | 0.00% | 39:29 | 38:46 | 38:46 | 40:11 | 40:11 | 40:11 | 01:25 | 01:02 |
 | Nullifier | 3 | 2.80% | 3.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 38:49 | 31:51 | 31:51 | 32:46 | 51:51 | 51:51 | 20:00 | 14:48 |
 | Helm of Iron Will | 3 | 2.80% | 1.9 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 38:25 | 31:05 | 31:05 | 32:23 | 51:48 | 51:48 | 20:43 | 15:20 |