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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 | |
 | Butterfly | 20 | 13.99% | 100.0 | 85.00% | +42.72% | +15.00% | +15.00% | 0.00% | 35:55 | 28:27 | 30:16 | 34:20 | 39:26 | 48:48 | 09:10 | 06:47 |
 | Abyssal Blade | 21 | 14.69% | 97.9 | 76.19% | +32.75% | +3.81% | -16.19% | -1.83% | 38:02 | 29:03 | 31:37 | 37:26 | 42:33 | 52:46 | 10:56 | 08:05 |
 | Vanguard | 28 | 19.58% | 95.7 | 71.43% | +28.82% | -14.29% | -14.29% | 0.00% | 32:10 | 06:33 | 29:53 | 35:05 | 39:19 | 52:12 | 09:26 | 06:59 |
 | Eye of Skadi | 45 | 31.47% | 93.6 | 66.67% | +26.87% | -12.12% | -12.12% | 0.00% | 33:35 | 25:47 | 29:50 | 32:15 | 35:42 | 56:22 | 05:52 | 04:20 |
 | Ring of Health | 36 | 25.17% | 91.5 | 66.67% | +24.61% | -33.34% | +22.22% | 1.98% | 26:52 | 02:43 | 08:48 | 30:58 | 36:51 | 52:12 | 28:03 | 20:46 |
 | Heart of Tarrasque | 116 | 81.12% | 89.4 | 54.31% | +32.09% | +11.21% | -30.17% | -9.93% | 26:19 | 18:14 | 23:55 | 25:52 | 28:05 | 42:21 | 04:10 | 03:05 |
 | Bloodthorn | 19 | 13.29% | 87.2 | 68.42% | +23.26% | +31.58% | -48.42% | 0.00% | 40:06 | 30:35 | 34:38 | 39:30 | 43:52 | 57:05 | 09:14 | 06:50 |
 | Mage Slayer | 23 | 16.08% | 85.1 | 65.22% | +20.22% | +18.11% | -15.22% | -4.17% | 35:51 | 16:54 | 31:44 | 35:02 | 39:43 | 56:48 | 07:59 | 05:54 |
 | Skull Basher | 37 | 25.87% | 83.0 | 59.46% | +15.12% | -15.02% | -3.90% | 1.35% | 35:08 | 25:38 | 29:15 | 34:05 | 37:31 | 1:09:43 | 08:16 | 06:07 |
 | Yasha | 140 | 97.90% | 80.9 | 49.29% | +49.29% | -0.72% | -20.72% | -7.74% | 16:11 | 09:14 | 14:57 | 16:22 | 17:32 | 24:49 | 02:35 | 01:54 |
 | Diffusal Blade | 142 | 99.30% | 78.7 | 48.59% | +48.59% | +4.19% | -14.30% | -7.98% | 13:15 | 10:04 | 12:04 | 12:58 | 14:23 | 20:00 | 02:19 | 01:42 |
 | Magic Stick | 117 | 81.82% | 76.6 | 49.57% | +7.26% | -8.19% | +9.05% | 17.24% | 01:16 | -01:30 | -01:29 | -01:29 | 01:02 | 30:48 | 02:31 | 01:51 |
 | Boots of Speed | 143 | 100.00% | 74.5 | 48.25% | +48.25% | +1.75% | -3.81% | -2.53% | 04:39 | 01:15 | 03:21 | 04:30 | 05:33 | 11:22 | 02:12 | 01:37 |
 | Power Treads | 143 | 100.00% | 72.3 | 48.25% | +48.25% | -9.36% | -6.58% | 1.56% | 06:23 | 03:54 | 05:11 | 06:07 | 06:58 | 13:07 | 01:47 | 01:19 |
 | Magic Wand | 110 | 76.92% | 70.2 | 49.09% | +3.64% | +18.77% | -12.05% | -3.02% | 07:58 | -01:29 | 02:32 | 06:02 | 12:44 | 35:15 | 10:12 | 07:33 |
 | Void Stone | 52 | 36.36% | 68.1 | 53.85% | +8.80% | 0.00% | 0.00% | 0.00% | 32:21 | 18:56 | 27:10 | 31:50 | 35:57 | 48:29 | 08:47 | 06:30 |
 | Quelling Blade | 140 | 97.90% | 66.0 | 47.14% | -52.86% | -12.85% | -1.43% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 02:33 | 00:00 | 00:00 |
 | Manta Style | 98 | 68.53% | 63.8 | 48.98% | +2.31% | +11.02% | -15.65% | -6.93% | 21:17 | 16:30 | 19:09 | 20:03 | 23:00 | 30:45 | 03:51 | 02:51 |
 | Sange and Yasha | 29 | 20.28% | 61.7 | 58.62% | +13.01% | +27.09% | -30.05% | -8.81% | 23:32 | 17:14 | 19:39 | 22:39 | 26:08 | 34:52 | 06:29 | 04:48 |
 | Orchid Malevolence | 23 | 16.08% | 59.6 | 60.87% | +15.04% | +22.46% | -44.20% | -5.15% | 38:06 | 28:13 | 30:44 | 35:53 | 43:40 | 57:05 | 12:56 | 09:34 |
 | Sange | 30 | 20.98% | 57.4 | 56.67% | +10.65% | +30.83% | -28.10% | -8.75% | 24:13 | 17:11 | 19:42 | 22:25 | 26:26 | 53:17 | 06:44 | 04:59 |
 | Wraith Band | 32 | 22.38% | 55.3 | 53.13% | +6.28% | +9.37% | +9.37% | 0.00% | 02:27 | -01:29 | 01:41 | 02:02 | 02:33 | 09:06 | 00:52 | 00:38 |
 | Javelin | 6 | 4.20% | 53.2 | 83.33% | +36.61% | +16.67% | +16.67% | 0.00% | 36:33 | 31:59 | 33:10 | 37:43 | 38:39 | 39:57 | 05:29 | 04:03 |
 | Linken's Sphere | 10 | 6.99% | 51.1 | 70.00% | +23.38% | -3.33% | -20.00% | 0.00% | 35:53 | 28:18 | 30:59 | 36:05 | 39:25 | 48:27 | 08:26 | 06:14 |
 | Octarine Core | 19 | 13.29% | 48.9 | 57.89% | +11.12% | +22.11% | +2.11% | 0.00% | 37:16 | 26:48 | 31:22 | 36:00 | 41:57 | 48:52 | 10:35 | 07:50 |
 | Aghanim's Shard | 91 | 63.64% | 46.8 | 42.86% | -14.83% | +9.31% | -8.08% | -2.69% | 26:04 | 15:05 | 21:36 | 24:48 | 28:04 | 50:04 | 06:28 | 04:47 |
 | Aether Lens | 30 | 20.98% | 44.7 | 46.67% | -2.00% | +3.33% | +10.47% | 0.71% | 31:14 | 19:03 | 25:23 | 32:04 | 35:25 | 48:52 | 10:02 | 07:25 |
 | Monkey King Bar | 5 | 3.50% | 42.6 | 80.00% | +32.90% | +20.00% | +20.00% | 0.00% | 36:50 | 32:11 | 32:11 | 38:18 | 39:03 | 40:10 | 06:52 | 05:05 |
 | Hand of Midas | 12 | 8.39% | 40.4 | 58.33% | +11.00% | +41.67% | -25.00% | 0.00% | 11:56 | 07:17 | 09:19 | 11:09 | 11:54 | 18:19 | 02:35 | 01:54 |
 | Black King Bar | 6 | 4.20% | 38.3 | 50.00% | +1.82% | +50.00% | -50.00% | 0.00% | 43:23 | 40:08 | 40:55 | 41:39 | 42:54 | 52:56 | 01:59 | 01:28 |
 | Shadow Blade | 3 | 2.10% | 36.2 | 66.67% | +18.81% | +33.33% | 0.00% | 0.00% | 34:26 | 29:47 | 29:47 | 35:17 | 38:15 | 38:15 | 08:28 | 06:16 |
 | Silver Edge | 3 | 2.10% | 34.0 | 66.67% | +18.81% | +33.33% | 0.00% | 0.00% | 38:29 | 33:08 | 33:08 | 37:34 | 44:46 | 44:46 | 11:38 | 08:37 |
 | Crystalys | 3 | 2.10% | 31.9 | 66.67% | +18.81% | +33.33% | 0.00% | 0.00% | 37:27 | 32:44 | 32:44 | 35:20 | 44:18 | 44:18 | 11:34 | 08:34 |
 | Nullifier | 3 | 2.10% | 29.8 | 66.67% | +18.81% | +33.33% | 0.00% | 0.00% | 38:49 | 35:06 | 35:06 | 35:12 | 46:08 | 46:08 | 11:02 | 08:10 |
 | Helm of Iron Will | 3 | 2.10% | 27.7 | 66.67% | +18.81% | +33.33% | 0.00% | 0.00% | 37:49 | 34:25 | 34:25 | 34:35 | 44:26 | 44:26 | 10:01 | 07:25 |
 | Ethereal Blade | 1 | 0.70% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.70% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.70% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:25 | 50:25 | 50:25 | 50:25 | 50:25 | 50:25 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 0.70% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 1.40% | 17.0 | 50.00% | +1.77% | +50.00% | 0.00% | 0.00% | 07:40 | 03:09 | 03:09 | 12:10 | 12:10 | 12:10 | 09:01 | 06:40 |
 | Ghost Scepter | 2 | 1.40% | 14.9 | 50.00% | +1.77% | -50.00% | 0.00% | 0.00% | 32:14 | 31:11 | 31:11 | 33:16 | 33:16 | 33:16 | 02:05 | 01:32 |
 | Aghanim's Scepter | 3 | 2.10% | 12.8 | 33.33% | -15.24% | +66.67% | 0.00% | 0.00% | 55:49 | 44:28 | 44:28 | 59:37 | 1:03:23 | 1:03:23 | 18:55 | 14:00 |
 | Aghanim's Blessing | 3 | 2.10% | 12.8 | 33.33% | -15.24% | +66.67% | 0.00% | 0.00% | 55:49 | 44:28 | 44:28 | 59:37 | 1:03:23 | 1:03:23 | 18:55 | 14:00 |
 | Hood of Defiance | 4 | 2.80% | 8.5 | 25.00% | -23.92% | +75.00% | -25.00% | 0.00% | 10:09 | 04:47 | 04:47 | 06:23 | 13:59 | 15:28 | 09:12 | 06:48 |
 | Heaven's Halberd | 1 | 0.70% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:13 | 54:13 | 54:13 | 54:13 | 54:13 | 54:13 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.70% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:27 | 54:27 | 54:27 | 54:27 | 54:27 | 54:27 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.70% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:39 | 05:39 | 05:39 | 05:39 | 05:39 | 05:39 | 00:00 | 00:00 |