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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 | |
 | Shiva's Guard | 13 | 10.00% | 100.0 | 69.23% | +32.48% | -2.56% | -2.56% | 0.00% | 29:43 | 18:13 | 24:32 | 31:03 | 33:28 | 38:09 | 08:56 | 06:37 |
 | Void Stone | 55 | 42.31% | 97.6 | 50.91% | +18.91% | -8.05% | +20.52% | 2.62% | 23:56 | 09:28 | 17:41 | 22:43 | 28:36 | 42:08 | 10:55 | 08:05 |
 | Black King Bar | 6 | 4.62% | 95.1 | 83.33% | +45.43% | -33.33% | +16.67% | 0.00% | 28:12 | 24:03 | 26:17 | 26:39 | 29:53 | 34:01 | 03:36 | 02:40 |
 | Tranquil Boots | 122 | 93.85% | 92.7 | 41.80% | +29.30% | +0.14% | -1.80% | -0.61% | 08:48 | 01:31 | 07:02 | 08:38 | 10:14 | 17:31 | 03:12 | 02:22 |
 | Magic Stick | 117 | 90.00% | 90.2 | 41.03% | +10.26% | -3.10% | -10.00% | -1.22% | 04:12 | -01:29 | -01:29 | 02:57 | 07:08 | 26:32 | 08:37 | 06:22 |
 | Ring of Health | 22 | 16.92% | 87.8 | 54.55% | +17.51% | -4.55% | -34.55% | -1.95% | 30:35 | 14:03 | 23:24 | 28:38 | 38:48 | 51:47 | 15:24 | 11:24 |
 | Boots of Speed | 130 | 100.00% | 85.4 | 40.00% | +40.00% | +5.45% | -5.62% | -2.73% | 06:38 | -01:29 | 04:22 | 06:26 | 08:25 | 22:21 | 04:03 | 03:00 |
 | Wind Lace | 128 | 98.46% | 82.9 | 39.84% | -10.16% | +3.91% | -8.59% | -3.06% | 06:56 | -01:29 | 04:51 | 06:56 | 08:56 | 17:07 | 04:05 | 03:01 |
 | Magic Wand | 95 | 73.08% | 80.5 | 41.05% | +3.91% | +0.62% | -20.22% | -3.92% | 09:42 | 01:04 | 06:42 | 09:43 | 12:01 | 26:32 | 05:19 | 03:56 |
 | Aghanim's Shard | 73 | 56.15% | 78.0 | 41.10% | +2.50% | +20.01% | -13.32% | -4.26% | 26:45 | 20:01 | 22:16 | 25:45 | 30:05 | 40:22 | 07:49 | 05:47 |
 | Crown | 34 | 26.15% | 75.6 | 47.06% | +9.56% | -2.62% | -9.56% | -2.04% | 14:22 | 06:25 | 11:46 | 13:55 | 15:10 | 30:06 | 03:24 | 02:31 |
 | Scythe of Vyse | 3 | 2.31% | 73.2 | 100.00% | +61.42% | 0.00% | 0.00% | 0.00% | 39:54 | 32:30 | 32:30 | 37:31 | 49:40 | 49:40 | 17:10 | 12:42 |
 | Ring of Protection | 47 | 36.15% | 70.7 | 42.55% | +4.00% | -0.88% | +15.78% | 1.68% | 06:07 | -01:29 | -01:29 | 07:17 | 11:24 | 16:03 | 12:53 | 09:32 |
 | Veil of Discord | 30 | 23.08% | 68.3 | 46.67% | +8.67% | -9.17% | -18.10% | -3.60% | 16:28 | 08:43 | 14:46 | 15:33 | 17:15 | 30:07 | 02:29 | 01:50 |
 | Eul's Scepter of Divinity | 33 | 25.38% | 65.9 | 45.45% | +7.31% | -20.45% | +17.05% | 6.58% | 24:29 | 17:40 | 20:37 | 23:01 | 26:19 | 42:08 | 05:42 | 04:13 |
 | Spirit Vessel | 28 | 21.54% | 63.4 | 46.43% | +8.19% | +25.00% | -17.86% | -8.75% | 18:49 | 10:59 | 16:27 | 19:21 | 21:21 | 25:19 | 04:54 | 03:37 |
 | Ring of Basilius | 35 | 26.92% | 61.0 | 42.86% | +3.91% | +1.58% | -9.53% | -2.24% | 10:18 | 03:09 | 06:57 | 09:43 | 11:54 | 30:06 | 04:57 | 03:40 |
 | Urn of Shadows | 45 | 34.62% | 58.5 | 40.00% | 0.00% | -12.73% | -3.64% | 1.50% | 10:44 | 03:16 | 07:04 | 11:44 | 13:08 | 17:02 | 06:04 | 04:29 |
 | Refresher Orb | 11 | 8.46% | 56.1 | 54.55% | +15.89% | +12.12% | -21.22% | 0.00% | 36:04 | 21:50 | 29:56 | 37:23 | 40:50 | 52:12 | 10:54 | 08:04 |
 | Glimmer Cape | 11 | 8.46% | 53.7 | 54.55% | +15.89% | +12.12% | +12.12% | 0.00% | 26:37 | 18:08 | 18:33 | 27:26 | 28:51 | 38:51 | 10:18 | 07:37 |
 | Fluffy Hat | 13 | 10.00% | 51.2 | 46.15% | +6.83% | +53.85% | -12.82% | -11.02% | 16:21 | 10:41 | 12:40 | 14:54 | 18:43 | 30:39 | 06:03 | 04:28 |
 | Aeon Disk | 13 | 10.00% | 48.8 | 46.15% | +6.83% | +53.85% | +20.52% | -3.06% | 33:44 | 21:27 | 26:45 | 30:51 | 37:39 | 48:35 | 10:54 | 08:04 |
 | Null Talisman | 7 | 5.38% | 46.3 | 57.14% | +18.12% | -7.14% | -7.14% | 0.00% | 09:48 | 02:31 | 09:23 | 10:39 | 10:57 | 13:15 | 01:34 | 01:09 |
 | Lotus Orb | 7 | 5.38% | 43.9 | 42.86% | +3.02% | -42.86% | +7.14% | 0.00% | 31:38 | 18:26 | 25:06 | 30:07 | 32:20 | 47:27 | 07:14 | 05:21 |
 | Headdress | 7 | 5.38% | 41.5 | 42.86% | +3.02% | +7.14% | -42.86% | 0.00% | 15:09 | -01:29 | 14:50 | 17:48 | 18:43 | 21:35 | 03:53 | 02:52 |
 | Chainmail | 4 | 3.08% | 39.0 | 50.00% | +10.32% | -50.00% | -50.00% | 0.00% | 20:02 | 13:12 | 13:12 | 13:29 | 25:19 | 28:07 | 12:07 | 08:58 |
 | Force Staff | 4 | 3.08% | 36.6 | 50.00% | +10.32% | +50.00% | -50.00% | 0.00% | 18:07 | 15:49 | 15:49 | 16:38 | 19:37 | 20:25 | 03:48 | 02:48 |
 | Ghost Scepter | 4 | 3.08% | 34.1 | 50.00% | +10.32% | +50.00% | +50.00% | 0.00% | 28:39 | 25:08 | 25:08 | 25:39 | 29:57 | 33:53 | 04:49 | 03:34 |
 | Buckler | 1 | 0.77% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.77% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:08 | 18:08 | 18:08 | 18:08 | 18:08 | 18:08 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.77% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.77% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:51 | 16:51 | 16:51 | 16:51 | 16:51 | 16:51 | 00:00 | 00:00 |
 | Holy Locket | 6 | 4.62% | 22.0 | 33.33% | -6.99% | +16.67% | -33.33% | 0.00% | 22:25 | 19:42 | 20:13 | 20:31 | 25:05 | 25:08 | 04:52 | 03:36 |
 | Aghanim's Scepter | 6 | 4.62% | 19.5 | 33.33% | -6.99% | -33.33% | -33.33% | 0.00% | 31:15 | 19:24 | 24:36 | 28:23 | 38:27 | 46:21 | 13:51 | 10:15 |
 | Heaven's Halberd | 10 | 7.69% | 17.1 | 20.00% | -21.67% | +46.67% | -20.00% | 0.00% | 29:57 | 23:29 | 26:04 | 26:42 | 34:57 | 43:15 | 08:53 | 06:34 |
 | Sange | 11 | 8.46% | 14.6 | 18.18% | -23.84% | -18.18% | -18.18% | 0.00% | 24:43 | 18:45 | 20:33 | 21:23 | 26:31 | 37:56 | 05:58 | 04:25 |
 | Blight Stone | 3 | 2.31% | 12.2 | 33.33% | -6.83% | -33.33% | 0.00% | 0.00% | 22:21 | 13:35 | 13:35 | 25:20 | 28:07 | 28:07 | 14:32 | 10:45 |
 | Solar Crest | 3 | 2.31% | 9.8 | 33.33% | -6.83% | -33.33% | 0.00% | 0.00% | 24:20 | 18:57 | 18:57 | 25:50 | 28:12 | 28:12 | 09:15 | 06:51 |
 | Medallion of Courage | 3 | 2.31% | 7.3 | 33.33% | -6.83% | -33.33% | 0.00% | 0.00% | 22:32 | 14:09 | 14:09 | 25:20 | 28:07 | 28:07 | 13:58 | 10:20 |
 | Bracer | 7 | 5.38% | 4.9 | 14.29% | -27.17% | +35.71% | -14.29% | 0.00% | 01:10 | -01:29 | -01:29 | -01:29 | -01:28 | 13:46 | 00:01 | 00:00 |
 | Blink Dagger | 1 | 0.77% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 00:00 | 00:00 |