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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 | |
 | Refresher Orb | 11 | 18.97% | 100.0 | 90.91% | +50.48% | +9.09% | -24.24% | -9.26% | 39:19 | 32:35 | 37:14 | 38:27 | 40:50 | 47:41 | 03:36 | 02:40 |
 | Void Stone | 18 | 31.03% | 97.2 | 83.33% | +48.33% | -3.33% | -8.33% | -0.67% | 37:16 | 28:34 | 33:03 | 37:04 | 40:31 | 45:52 | 07:28 | 05:31 |
 | Black King Bar | 41 | 70.69% | 94.4 | 68.29% | +62.41% | +11.71% | -18.29% | -5.84% | 27:28 | 21:31 | 24:49 | 26:49 | 29:57 | 38:07 | 05:08 | 03:48 |
 | Aghanim's Shard | 17 | 29.31% | 91.7 | 70.59% | +29.13% | +4.41% | -20.59% | -4.21% | 32:01 | 23:00 | 27:21 | 30:59 | 33:17 | 45:09 | 05:56 | 04:23 |
 | Quelling Blade | 55 | 94.83% | 88.9 | 50.91% | +17.58% | +6.23% | -8.05% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Blink Dagger | 58 | 100.00% | 86.1 | 50.00% | +50.00% | +23.33% | -21.43% | -17.90% | 12:51 | 09:57 | 11:27 | 12:38 | 13:57 | 17:11 | 02:30 | 01:51 |
 | Boots of Speed | 58 | 100.00% | 83.3 | 50.00% | +50.00% | +3.33% | -7.14% | -5.28% | 06:24 | 01:33 | 05:26 | 06:40 | 07:25 | 09:55 | 01:59 | 01:28 |
 | Ring of Health | 57 | 98.28% | 80.6 | 49.12% | -50.88% | +8.02% | +0.88% | -7.14% | 03:42 | 01:53 | 02:45 | 03:09 | 03:31 | 32:58 | 00:46 | 00:34 |
 | Magic Wand | 43 | 74.14% | 77.8 | 51.16% | +4.49% | +12.48% | +3.39% | -1.34% | 11:16 | 03:54 | 07:51 | 09:27 | 14:38 | 28:59 | 06:47 | 05:01 |
 | Magic Stick | 54 | 93.10% | 75.0 | 48.15% | -26.85% | -12.44% | -2.00% | 1.35% | 05:24 | -01:29 | -01:29 | 04:39 | 09:12 | 19:43 | 10:41 | 07:54 |
 | Vanguard | 45 | 77.59% | 72.2 | 48.89% | -4.96% | +5.66% | -12.53% | -15.82% | 06:21 | 04:18 | 05:39 | 06:08 | 06:48 | 11:17 | 01:09 | 00:51 |
 | Chainmail | 48 | 82.76% | 69.4 | 47.92% | -12.08% | +2.08% | -6.25% | -0.89% | 14:36 | 04:47 | 08:09 | 13:22 | 17:30 | 46:21 | 09:21 | 06:55 |
 | Blade Mail | 43 | 74.14% | 66.7 | 46.51% | -13.49% | +26.22% | -28.33% | -16.28% | 21:06 | 13:36 | 17:24 | 19:03 | 20:45 | 46:21 | 03:21 | 02:28 |
 | Ring of Protection | 33 | 56.90% | 63.9 | 48.48% | -3.52% | -10.98% | +1.52% | 0.00% | -00:34 | -01:30 | -01:29 | -01:29 | -01:29 | 15:17 | 00:00 | 00:00 |
 | Force Staff | 8 | 13.79% | 61.1 | 62.50% | +14.50% | -12.50% | +37.50% | 11.86% | 30:52 | 25:26 | 27:41 | 30:58 | 31:54 | 36:24 | 04:13 | 03:07 |
 | Fluffy Hat | 8 | 13.79% | 58.3 | 62.50% | +14.50% | -12.50% | +37.50% | 11.81% | 30:51 | 25:20 | 27:40 | 30:58 | 31:54 | 36:24 | 04:14 | 03:08 |
 | Phase Boots | 26 | 44.83% | 55.6 | 42.31% | -13.94% | +29.12% | +7.69% | -7.65% | 11:35 | 05:17 | 08:41 | 09:42 | 11:29 | 24:40 | 02:48 | 02:04 |
 | Urn of Shadows | 4 | 6.90% | 52.8 | 75.00% | +26.85% | +25.00% | -75.00% | 0.00% | 06:54 | 02:22 | 02:22 | 04:36 | 09:00 | 11:36 | 06:38 | 04:54 |
 | Arcane Boots | 2 | 3.45% | 50.0 | 100.00% | +51.79% | 0.00% | 0.00% | 0.00% | 35:09 | 31:31 | 31:31 | 38:46 | 38:46 | 38:46 | 07:15 | 05:22 |
 | Aghanim's Scepter | 2 | 3.45% | 47.2 | 100.00% | +51.79% | 0.00% | 0.00% | 0.00% | 37:20 | 36:23 | 36:23 | 38:17 | 38:17 | 38:17 | 01:54 | 01:24 |
 | Lotus Orb | 3 | 5.17% | 44.4 | 66.67% | +17.58% | +33.33% | 0.00% | 0.00% | 37:35 | 31:18 | 31:18 | 37:27 | 44:01 | 44:01 | 12:43 | 09:25 |
 | Wind Lace | 8 | 13.79% | 41.7 | 37.50% | -14.50% | +12.50% | +12.50% | 0.00% | 15:18 | 06:52 | 08:10 | 10:18 | 16:04 | 37:46 | 07:54 | 05:51 |
 | Soul Ring | 4 | 6.90% | 38.9 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 13:23 | 07:31 | 07:31 | 12:28 | 15:42 | 17:51 | 08:11 | 06:03 |
 | Headdress | 1 | 1.72% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:12 | 23:12 | 23:12 | 23:12 | 23:12 | 23:12 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.72% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.72% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.72% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.72% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.72% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 00:00 | 00:00 |
 | Sange | 2 | 3.45% | 19.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 39:57 | 36:22 | 36:22 | 43:31 | 43:31 | 43:31 | 07:09 | 05:17 |
 | Hood of Defiance | 2 | 3.45% | 16.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 11:30 | 07:26 | 07:26 | 15:33 | 15:33 | 15:33 | 08:07 | 06:00 |
 | Kaya | 2 | 3.45% | 13.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 35:39 | 34:56 | 34:56 | 36:22 | 36:22 | 36:22 | 01:26 | 01:03 |
 | Kaya and Sange | 2 | 3.45% | 11.1 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 39:58 | 36:22 | 36:22 | 43:34 | 43:34 | 43:34 | 07:12 | 05:20 |
 | Bracer | 2 | 3.45% | 8.3 | 0.00% | -51.79% | 0.00% | 0.00% | 0.00% | 16:56 | 14:43 | 14:43 | 19:08 | 19:08 | 19:08 | 04:25 | 03:16 |
 | Crimson Guard | 1 | 1.72% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.72% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 |