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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 | |
 | Hood of Defiance | 33 | 62.26% | 100.0 | 57.58% | +22.58% | +4.92% | +4.92% | 0.00% | 09:38 | 04:54 | 05:38 | 07:35 | 11:19 | 27:37 | 05:41 | 04:12 |
 | Ring of Health | 45 | 84.91% | 97.8 | 53.33% | +28.33% | -7.88% | +10.31% | 2.86% | 05:46 | 01:44 | 03:01 | 03:58 | 09:23 | 14:25 | 06:22 | 04:42 |
 | Magic Wand | 39 | 73.58% | 95.7 | 53.85% | +18.14% | +26.15% | -13.85% | -6.12% | 07:16 | -01:29 | 03:43 | 08:08 | 10:15 | 19:06 | 06:32 | 04:50 |
 | Blink Dagger | 37 | 69.81% | 93.5 | 54.05% | +16.55% | +1.51% | -9.61% | -0.98% | 24:22 | 09:11 | 19:07 | 24:02 | 30:30 | 38:50 | 11:23 | 08:25 |
 | Chainmail | 42 | 79.25% | 91.3 | 52.38% | +16.02% | +2.17% | -12.38% | -4.14% | 07:53 | 02:30 | 05:12 | 07:04 | 08:43 | 29:45 | 03:31 | 02:36 |
 | Phase Boots | 42 | 79.25% | 89.1 | 52.38% | +16.02% | +2.17% | -12.38% | -4.57% | 09:28 | 05:28 | 06:53 | 09:06 | 10:04 | 30:02 | 03:11 | 02:21 |
 | Boots of Speed | 53 | 100.00% | 87.0 | 49.06% | +49.06% | -2.91% | -2.91% | 0.00% | 04:26 | -01:29 | 02:36 | 04:35 | 06:06 | 09:30 | 03:30 | 02:35 |
 | Aghanim's Scepter | 40 | 75.47% | 84.8 | 50.00% | +3.85% | +10.00% | -10.00% | -6.63% | 19:02 | 13:05 | 16:49 | 18:29 | 19:50 | 31:56 | 03:01 | 02:14 |
 | Eternal Shroud | 17 | 32.08% | 82.6 | 58.82% | +14.38% | -8.82% | +41.18% | 4.38% | 25:28 | 15:31 | 17:55 | 25:16 | 29:20 | 43:52 | 11:25 | 08:27 |
 | Ring of Protection | 24 | 45.28% | 80.4 | 54.17% | +9.34% | +29.16% | -4.17% | -17.54% | 01:25 | -01:29 | -01:29 | -01:29 | 03:23 | 20:02 | 04:52 | 03:36 |
 | Magic Stick | 45 | 84.91% | 78.3 | 46.67% | -15.83% | -1.22% | -10.31% | -1.47% | 02:57 | -01:29 | -01:29 | 01:35 | 07:39 | 11:28 | 09:08 | 06:45 |
 | Aghanim's Shard | 14 | 26.42% | 76.1 | 57.14% | +10.99% | +17.86% | -23.81% | -4.17% | 29:04 | 15:49 | 24:07 | 29:11 | 34:06 | 38:11 | 09:59 | 07:23 |
 | Shiva's Guard | 12 | 22.64% | 73.9 | 58.33% | +11.99% | +41.67% | +8.34% | -5.13% | 34:02 | 26:06 | 29:53 | 33:48 | 36:23 | 43:46 | 06:30 | 04:48 |
 | Soul Ring | 17 | 32.08% | 71.7 | 52.94% | +5.72% | -27.94% | -27.94% | 0.00% | 06:49 | 02:22 | 04:37 | 07:00 | 08:19 | 11:02 | 03:42 | 02:44 |
 | Quelling Blade | 25 | 47.17% | 69.6 | 48.00% | -2.00% | +18.67% | -31.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:20 | 00:00 | 00:00 |
 | Black King Bar | 34 | 64.15% | 67.4 | 41.18% | -21.98% | -7.85% | -28.68% | -4.31% | 26:14 | 18:44 | 23:33 | 25:55 | 28:23 | 35:06 | 04:50 | 03:34 |
 | Sange | 6 | 11.32% | 65.2 | 66.67% | +19.86% | +33.33% | -66.67% | -7.11% | 28:24 | 19:12 | 20:32 | 22:00 | 34:36 | 49:40 | 14:04 | 10:25 |
 | Vanguard | 15 | 28.30% | 63.0 | 46.67% | -3.33% | +3.33% | +3.33% | 0.00% | 08:28 | 05:29 | 06:44 | 07:41 | 09:20 | 11:52 | 02:36 | 01:55 |
 | Bottle | 9 | 16.98% | 60.9 | 44.44% | -5.56% | -44.44% | +5.56% | 50.00% | 01:28 | 01:01 | 01:08 | 01:22 | 01:32 | 02:19 | 00:24 | 00:17 |
 | Void Stone | 9 | 16.98% | 58.7 | 44.44% | -5.56% | -44.44% | +5.56% | 3.40% | 30:56 | 11:57 | 21:55 | 28:57 | 36:37 | 56:19 | 14:42 | 10:53 |
 | Wind Lace | 14 | 26.42% | 56.5 | 35.71% | -18.14% | -35.71% | +30.96% | 12.70% | 08:13 | 02:00 | 05:01 | 07:44 | 10:16 | 16:15 | 05:15 | 03:53 |
 | Ghost Scepter | 6 | 11.32% | 54.3 | 50.00% | +1.06% | 0.00% | -50.00% | -3.50% | 29:48 | 18:03 | 20:49 | 26:57 | 35:07 | 45:36 | 14:18 | 10:35 |
 | Kaya | 3 | 5.66% | 52.2 | 66.67% | +18.67% | +33.33% | 0.00% | 0.00% | 34:26 | 20:48 | 20:48 | 37:18 | 45:11 | 45:11 | 24:23 | 18:03 |
 | Refresher Orb | 3 | 5.66% | 50.0 | 66.67% | +18.67% | +33.33% | 0.00% | 0.00% | 43:15 | 35:50 | 35:50 | 37:36 | 56:20 | 56:20 | 20:30 | 15:11 |
 | Bracer | 8 | 15.09% | 47.8 | 37.50% | -13.61% | +12.50% | -37.50% | -31.25% | 02:48 | 01:32 | 01:42 | 02:06 | 03:18 | 04:49 | 01:36 | 01:11 |
 | Wraith Pact | 1 | 1.89% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.89% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.89% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.89% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.89% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 00:00 | 00:00 |
 | Buckler | 1 | 1.89% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.89% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 00:00 | 00:00 |
 | Headdress | 1 | 1.89% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 00:00 | 00:00 |
 | Wraith Band | 2 | 3.77% | 28.3 | 50.00% | +0.98% | -50.00% | 0.00% | 0.00% | 02:14 | -01:29 | -01:29 | 05:56 | 05:56 | 05:56 | 07:25 | 05:29 |
 | Fluffy Hat | 2 | 3.77% | 26.1 | 50.00% | +0.98% | +50.00% | 0.00% | 0.00% | 34:12 | 15:52 | 15:52 | 52:31 | 52:31 | 52:31 | 36:39 | 27:08 |
 | Kaya and Sange | 2 | 3.77% | 23.9 | 50.00% | +0.98% | +50.00% | 0.00% | 0.00% | 35:15 | 20:48 | 20:48 | 49:42 | 49:42 | 49:42 | 28:54 | 21:24 |
 | Force Staff | 2 | 3.77% | 21.7 | 50.00% | +0.98% | +50.00% | 0.00% | 0.00% | 38:40 | 24:48 | 24:48 | 52:31 | 52:31 | 52:31 | 27:43 | 20:31 |
 | Aether Lens | 2 | 3.77% | 19.6 | 50.00% | +0.98% | -50.00% | 0.00% | 0.00% | 26:06 | 20:56 | 20:56 | 31:16 | 31:16 | 31:16 | 10:20 | 07:39 |
 | Heaven's Halberd | 2 | 3.77% | 17.4 | 50.00% | +0.98% | +50.00% | 0.00% | 0.00% | 24:52 | 23:31 | 23:31 | 26:13 | 26:13 | 26:13 | 02:42 | 02:00 |
 | Tranquil Boots | 4 | 7.55% | 15.2 | 25.00% | -26.02% | -25.00% | +75.00% | 0.00% | 06:57 | 04:17 | 04:17 | 07:08 | 08:02 | 08:19 | 03:45 | 02:46 |
 | Overwhelming Blink | 5 | 9.43% | 13.0 | 20.00% | -32.08% | -20.00% | -20.00% | 0.00% | 42:25 | 32:44 | 32:44 | 43:51 | 45:16 | 51:27 | 12:32 | 09:17 |
 | Aghanim's Blessing | 1 | 1.89% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:59 | 1:02:59 | 1:02:59 | 1:02:59 | 1:02:59 | 1:02:59 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.89% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.89% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 00:00 | 00:00 |
 | Bloodstone | 1 | 1.89% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 3.77% | 2.2 | 0.00% | -50.98% | 0.00% | 0.00% | 0.00% | 25:01 | 22:47 | 22:47 | 27:14 | 27:14 | 27:14 | 04:27 | 03:17 |