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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 | |
 | Hurricane Pike | 41 | 55.41% | 100.0 | 70.73% | +43.46% | +9.27% | -10.73% | -1.86% | 28:41 | 17:30 | 22:26 | 30:01 | 33:12 | 43:22 | 10:46 | 07:58 |
 | Fluffy Hat | 40 | 54.05% | 97.4 | 70.00% | +40.59% | +10.00% | -10.00% | -2.08% | 27:49 | 15:40 | 22:11 | 26:57 | 31:48 | 43:04 | 09:37 | 07:07 |
 | Force Staff | 39 | 52.70% | 94.9 | 69.23% | +37.80% | +10.77% | -9.23% | -1.94% | 28:03 | 17:12 | 22:11 | 28:33 | 32:29 | 43:04 | 10:18 | 07:37 |
 | Swift Blink | 25 | 33.78% | 92.3 | 72.00% | +31.18% | -5.33% | -38.67% | -4.33% | 39:45 | 29:14 | 35:06 | 39:01 | 42:48 | 52:57 | 07:42 | 05:42 |
 | Aghanim's Shard | 54 | 72.97% | 89.7 | 62.96% | +42.96% | +8.47% | -9.11% | -2.06% | 22:51 | 15:00 | 17:58 | 20:31 | 26:30 | 46:13 | 08:32 | 06:19 |
 | Daedalus | 27 | 36.49% | 87.2 | 62.96% | +18.28% | -5.82% | +8.47% | 1.65% | 29:29 | 20:27 | 25:01 | 30:16 | 33:40 | 35:43 | 08:39 | 06:24 |
 | Crystalys | 41 | 55.41% | 84.6 | 58.54% | +16.12% | -18.54% | +11.46% | 3.20% | 25:27 | 17:14 | 19:58 | 25:55 | 29:20 | 39:00 | 09:22 | 06:56 |
 | Ring of Basilius | 20 | 27.03% | 82.1 | 65.00% | +18.70% | -25.00% | +15.00% | 0.00% | 05:46 | 01:56 | 05:10 | 06:07 | 06:49 | 07:42 | 01:39 | 01:13 |
 | Magic Wand | 61 | 82.43% | 79.5 | 54.10% | +15.64% | +5.90% | +5.90% | 0.00% | 04:59 | -01:29 | 01:18 | 04:52 | 07:10 | 18:26 | 05:52 | 04:20 |
 | Blink Dagger | 66 | 89.19% | 76.9 | 53.03% | +15.53% | +17.56% | -9.28% | -7.25% | 18:00 | 11:08 | 15:01 | 17:07 | 18:43 | 46:54 | 03:42 | 02:44 |
 | Black King Bar | 51 | 68.92% | 74.4 | 54.90% | +11.42% | -1.05% | +6.64% | 1.18% | 26:11 | 19:53 | 22:02 | 24:44 | 28:34 | 44:16 | 06:32 | 04:50 |
 | Dragon Lance | 71 | 95.95% | 71.8 | 52.11% | +18.78% | +3.45% | -29.89% | -21.98% | 10:40 | 06:46 | 09:39 | 10:23 | 11:10 | 17:10 | 01:31 | 01:07 |
 | Boots of Speed | 74 | 100.00% | 69.2 | 51.35% | +51.35% | +11.81% | -6.91% | -8.51% | 03:28 | 00:36 | 02:15 | 03:21 | 04:27 | 06:42 | 02:12 | 01:37 |
 | Blight Stone | 74 | 100.00% | 66.7 | 51.35% | +51.35% | +17.07% | -6.91% | -3.62% | 06:42 | -01:29 | 03:00 | 05:57 | 09:38 | 16:32 | 06:38 | 04:54 |
 | Power Treads | 74 | 100.00% | 64.1 | 51.35% | +51.35% | +6.54% | -6.91% | -9.28% | 06:17 | 02:52 | 05:27 | 06:06 | 06:54 | 08:47 | 01:27 | 01:04 |
 | Desolator | 74 | 100.00% | 61.5 | 51.35% | +51.35% | -19.77% | -1.35% | 6.62% | 15:46 | 11:23 | 14:04 | 15:04 | 16:51 | 21:28 | 02:47 | 02:03 |
 | Monkey King Bar | 24 | 32.43% | 59.0 | 58.33% | +10.33% | +8.34% | -25.00% | 0.00% | 31:46 | 24:24 | 28:07 | 31:05 | 34:20 | 43:17 | 06:13 | 04:36 |
 | Javelin | 24 | 32.43% | 56.4 | 58.33% | +10.33% | +25.00% | -8.33% | 0.00% | 30:38 | 22:43 | 27:29 | 29:44 | 33:24 | 42:58 | 05:55 | 04:22 |
 | Magic Stick | 57 | 77.03% | 53.8 | 49.12% | -9.70% | +15.17% | +8.02% | -2.68% | 01:10 | -01:29 | -01:29 | -01:29 | 04:09 | 13:44 | 05:38 | 04:10 |
 | Linken's Sphere | 8 | 10.81% | 51.3 | 75.00% | +26.52% | +25.00% | -25.00% | 0.00% | 37:48 | 23:23 | 26:09 | 35:34 | 43:31 | 55:06 | 17:22 | 12:51 |
 | Quelling Blade | 33 | 44.59% | 48.7 | 51.52% | +0.30% | -1.52% | -14.02% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Bottle | 25 | 33.78% | 46.2 | 52.00% | +0.98% | -2.00% | +14.67% | 16.67% | 01:40 | 00:19 | 01:26 | 01:39 | 02:00 | 02:17 | 00:34 | 00:25 |
 | Aghanim's Scepter | 3 | 4.05% | 43.6 | 100.00% | +50.70% | 0.00% | 0.00% | 0.00% | 48:52 | 22:57 | 22:57 | 54:04 | 1:09:35 | 1:09:35 | 46:38 | 34:32 |
 | Moon Shard | 3 | 4.05% | 41.0 | 100.00% | +50.70% | 0.00% | 0.00% | 0.00% | 59:54 | 46:51 | 46:51 | 59:27 | 1:13:25 | 1:13:25 | 26:34 | 19:40 |
 | Shadow Blade | 11 | 14.86% | 38.5 | 54.55% | +3.76% | -21.22% | +12.12% | 0.00% | 32:37 | 22:49 | 27:34 | 30:59 | 33:18 | 49:21 | 05:44 | 04:14 |
 | Silver Edge | 11 | 14.86% | 35.9 | 54.55% | +3.76% | -21.22% | +12.12% | 0.00% | 33:12 | 23:12 | 28:12 | 31:20 | 33:47 | 49:21 | 05:35 | 04:08 |
 | Helm of Iron Will | 9 | 12.16% | 33.3 | 55.56% | +4.79% | -5.56% | -55.56% | 0.00% | 31:05 | 22:42 | 23:26 | 30:38 | 36:50 | 46:44 | 13:24 | 09:55 |
 | Nullifier | 9 | 12.16% | 30.8 | 55.56% | +4.79% | -5.56% | -5.56% | 0.00% | 32:34 | 25:29 | 25:48 | 32:01 | 37:33 | 46:47 | 11:45 | 08:42 |
 | Wraith Band | 12 | 16.22% | 28.2 | 50.00% | -1.61% | +16.67% | -16.67% | 0.00% | 03:27 | 00:49 | 02:13 | 02:50 | 03:55 | 07:53 | 01:42 | 01:15 |
 | Butterfly | 4 | 5.41% | 25.6 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 26:48 | 23:34 | 23:34 | 25:01 | 25:02 | 33:33 | 01:28 | 01:05 |
 | Witch Blade | 2 | 2.70% | 23.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:09 | 23:54 | 23:54 | 34:23 | 34:23 | 34:23 | 10:29 | 07:45 |
 | Aghanim's Blessing | 2 | 2.70% | 20.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 1:01:50 | 54:04 | 54:04 | 1:09:35 | 1:09:35 | 1:09:35 | 15:31 | 11:29 |
 | Cornucopia | 7 | 9.46% | 17.9 | 57.14% | +6.39% | +42.86% | -57.14% | 0.00% | 39:54 | 25:10 | 25:56 | 40:31 | 43:24 | 57:57 | 17:28 | 12:56 |
 | Orb of Venom | 1 | 1.35% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:01 | 06:01 | 06:01 | 06:01 | 06:01 | 06:01 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.35% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:22 | 34:22 | 34:22 | 34:22 | 34:22 | 34:22 | 00:00 | 00:00 |
 | Wind Lace | 2 | 2.70% | 10.3 | 50.00% | -1.39% | -50.00% | 0.00% | 0.00% | 06:49 | 05:55 | 05:55 | 07:42 | 07:42 | 07:42 | 01:47 | 01:19 |
 | Refresher Orb | 2 | 2.70% | 7.7 | 50.00% | -1.39% | -50.00% | 0.00% | 0.00% | 1:01:36 | 58:13 | 58:13 | 1:04:59 | 1:04:59 | 1:04:59 | 06:46 | 05:00 |
 | Divine Rapier | 2 | 2.70% | 5.1 | 0.00% | -52.78% | 0.00% | 0.00% | 0.00% | 42:43 | 34:40 | 34:40 | 50:45 | 50:45 | 50:45 | 16:05 | 11:54 |
 | Ghost Scepter | 1 | 1.35% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 00:00 | 00:00 |