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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 | |
 | Ring of Health | 9 | 15.25% | 100.0 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 31:27 | 21:36 | 26:26 | 29:14 | 34:29 | 44:35 | 08:03 | 05:57 |
 | Lotus Orb | 6 | 10.17% | 98.3 | 100.00% | +52.83% | 0.00% | 0.00% | 0.00% | 34:54 | 26:05 | 27:30 | 30:57 | 43:16 | 45:30 | 15:46 | 11:40 |
 | Tranquil Boots | 5 | 8.47% | 96.7 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 22:52 | 10:27 | 10:27 | 16:57 | 28:12 | 46:41 | 17:45 | 13:08 |
 | Magic Stick | 56 | 94.92% | 95.0 | 55.36% | +55.36% | -12.50% | -5.36% | 2.69% | 02:53 | -01:29 | -01:28 | 02:22 | 04:07 | 12:36 | 05:35 | 04:08 |
 | Magic Wand | 56 | 94.92% | 93.3 | 55.36% | +55.36% | -5.36% | +1.78% | 1.06% | 06:53 | 01:15 | 03:36 | 05:38 | 10:19 | 19:13 | 06:43 | 04:58 |
 | Octarine Core | 4 | 6.78% | 91.7 | 100.00% | +50.91% | 0.00% | 0.00% | 0.00% | 46:42 | 31:31 | 31:31 | 45:01 | 50:12 | 60:04 | 18:41 | 13:50 |
 | Mekansm | 22 | 37.29% | 90.0 | 63.64% | +17.69% | +3.03% | -3.64% | -1.29% | 19:55 | 12:28 | 16:45 | 17:52 | 21:56 | 34:39 | 05:11 | 03:50 |
 | Force Staff | 22 | 37.29% | 88.3 | 63.64% | +17.69% | +3.03% | -23.64% | -3.94% | 23:37 | 15:32 | 19:09 | 21:52 | 25:55 | 36:39 | 06:46 | 05:00 |
 | Headdress | 22 | 37.29% | 86.7 | 63.64% | +17.69% | +3.03% | -3.64% | -0.74% | 16:23 | 06:37 | 11:58 | 14:29 | 21:02 | 34:39 | 09:04 | 06:42 |
 | Chainmail | 38 | 64.41% | 85.0 | 57.89% | +15.03% | -17.89% | +19.89% | 5.33% | 16:32 | 08:32 | 12:53 | 14:29 | 19:58 | 34:39 | 07:05 | 05:14 |
 | Void Stone | 35 | 59.32% | 83.3 | 57.14% | +11.31% | -46.03% | +31.75% | 5.31% | 24:16 | 10:57 | 16:08 | 21:36 | 30:47 | 44:56 | 14:39 | 10:51 |
 | Boots of Speed | 59 | 100.00% | 81.7 | 52.54% | +52.54% | -12.54% | -12.54% | 0.00% | 06:38 | 02:08 | 05:01 | 06:19 | 07:10 | 18:38 | 02:09 | 01:35 |
 | Guardian Greaves | 19 | 32.20% | 80.0 | 63.16% | +15.66% | +16.84% | +16.84% | 0.00% | 27:01 | 19:58 | 23:24 | 25:27 | 30:53 | 38:31 | 07:29 | 05:32 |
 | Buckler | 19 | 32.20% | 78.3 | 63.16% | +15.66% | +16.84% | +16.84% | 0.00% | 24:38 | 13:12 | 19:17 | 23:51 | 28:33 | 38:31 | 09:16 | 06:51 |
 | Arcane Boots | 51 | 86.44% | 76.7 | 52.94% | +2.94% | -14.48% | +8.60% | 7.25% | 12:46 | 06:23 | 10:33 | 11:43 | 13:44 | 31:12 | 03:11 | 02:21 |
 | Wind Lace | 33 | 55.93% | 75.0 | 54.55% | +4.55% | +7.95% | +7.95% | 0.00% | 19:29 | -01:28 | 12:26 | 18:02 | 25:07 | 46:41 | 12:41 | 09:23 |
 | Ring of Protection | 33 | 55.93% | 73.3 | 51.52% | -2.33% | -39.02% | +35.98% | 6.49% | 18:10 | 04:12 | 12:02 | 16:14 | 23:35 | 38:31 | 11:33 | 08:33 |
 | Fluffy Hat | 34 | 57.63% | 71.7 | 50.00% | -6.00% | -16.67% | 0.00% | 2.47% | 15:25 | 05:48 | 11:39 | 13:42 | 18:24 | 35:52 | 06:45 | 05:00 |
 | Boots of Travel | 3 | 5.08% | 70.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 42:25 | 29:14 | 29:14 | 47:55 | 50:05 | 50:05 | 20:51 | 15:26 |
 | Solar Crest | 19 | 32.20% | 68.3 | 52.63% | +0.13% | -32.63% | +47.37% | 10.06% | 23:30 | 15:21 | 18:03 | 20:31 | 26:00 | 46:35 | 07:57 | 05:53 |
 | Blight Stone | 20 | 33.90% | 66.7 | 50.00% | -3.85% | -30.00% | +50.00% | 8.94% | 18:43 | 10:13 | 12:56 | 15:17 | 21:53 | 46:35 | 08:57 | 06:37 |
 | Crown | 20 | 33.90% | 65.0 | 50.00% | -3.85% | -10.00% | +50.00% | 7.45% | 21:52 | 14:48 | 16:37 | 19:14 | 24:40 | 46:35 | 08:03 | 05:57 |
 | Medallion of Courage | 21 | 35.59% | 63.3 | 47.62% | -7.64% | -7.62% | +32.38% | 4.32% | 20:01 | 11:02 | 13:57 | 16:17 | 23:13 | 46:35 | 09:16 | 06:51 |
 | Bracer | 9 | 15.25% | 61.7 | 55.56% | +3.56% | +44.44% | -5.56% | -15.71% | 04:17 | 00:51 | 02:07 | 04:08 | 05:18 | 07:20 | 03:11 | 02:21 |
 | Pipe of Insight | 2 | 3.39% | 60.0 | 100.00% | +49.12% | 0.00% | 0.00% | 0.00% | 27:52 | 27:46 | 27:46 | 27:57 | 27:57 | 27:57 | 00:11 | 00:08 |
 | Crimson Guard | 2 | 3.39% | 58.3 | 100.00% | +49.12% | 0.00% | 0.00% | 0.00% | 34:23 | 32:58 | 32:58 | 35:48 | 35:48 | 35:48 | 02:50 | 02:05 |
 | Helm of Iron Will | 2 | 3.39% | 56.7 | 100.00% | +49.12% | 0.00% | 0.00% | 0.00% | 32:48 | 32:45 | 32:45 | 32:51 | 32:51 | 32:51 | 00:06 | 00:04 |
 | Glimmer Cape | 7 | 11.86% | 55.0 | 57.14% | +5.22% | -57.14% | +42.86% | 11.54% | 27:30 | 20:39 | 20:51 | 29:03 | 29:31 | 39:16 | 08:40 | 06:25 |
 | Eul's Scepter of Divinity | 10 | 16.95% | 53.3 | 50.00% | -3.06% | -16.67% | +50.00% | 10.99% | 28:48 | 20:28 | 25:41 | 28:19 | 31:45 | 35:35 | 06:04 | 04:29 |
 | Aghanim's Scepter | 8 | 13.56% | 51.7 | 50.00% | -2.94% | -50.00% | -50.00% | 0.00% | 33:18 | 22:27 | 26:58 | 33:00 | 37:25 | 43:49 | 10:27 | 07:44 |
 | Ghost Scepter | 5 | 8.47% | 50.0 | 60.00% | +8.15% | -60.00% | -60.00% | 0.00% | 37:43 | 33:46 | 33:46 | 39:13 | 39:28 | 40:28 | 05:42 | 04:13 |
 | Aghanim's Shard | 6 | 10.17% | 48.3 | 50.00% | -2.83% | 0.00% | +50.00% | 8.38% | 39:08 | 29:18 | 36:06 | 38:49 | 42:04 | 49:26 | 05:58 | 04:25 |
 | Scythe of Vyse | 3 | 5.08% | 46.7 | 66.67% | +14.88% | +33.33% | 0.00% | 0.00% | 44:45 | 36:33 | 36:33 | 45:37 | 52:04 | 52:04 | 15:31 | 11:29 |
 | Drum of Endurance | 3 | 5.08% | 45.0 | 66.67% | +14.88% | +33.33% | 0.00% | 0.00% | 36:08 | 25:24 | 25:24 | 36:19 | 46:41 | 46:41 | 21:17 | 15:45 |
 | Pavise | 15 | 25.42% | 43.3 | 26.67% | -34.69% | -26.67% | +23.33% | 15.46% | 16:13 | 11:49 | 13:54 | 15:48 | 17:08 | 23:55 | 03:14 | 02:23 |
 | Dagon (level 4) | 1 | 1.69% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 00:00 | 00:00 |
 | Dagon | 1 | 1.69% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 00:00 | 00:00 |
 | Diadem | 1 | 1.69% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.69% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:41 | 46:41 | 46:41 | 46:41 | 46:41 | 46:41 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.69% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 |
 | Bottle | 1 | 1.69% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.69% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.69% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.69% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:02 | 12:02 | 12:02 | 12:02 | 12:02 | 12:02 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.69% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.69% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.69% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.69% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.69% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 00:00 | 00:00 |
 | Desolator | 1 | 1.69% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:55 | 47:55 | 47:55 | 47:55 | 47:55 | 47:55 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.69% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 1.69% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.69% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Kaya | 2 | 3.39% | 11.7 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 36:23 | 32:08 | 32:08 | 40:37 | 40:37 | 40:37 | 08:29 | 06:17 |
 | Aether Lens | 2 | 3.39% | 10.0 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 25:17 | 23:29 | 23:29 | 27:04 | 27:04 | 27:04 | 03:35 | 02:39 |
 | Ethereal Blade | 2 | 3.39% | 8.3 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 38:36 | 36:33 | 36:33 | 40:38 | 40:38 | 40:38 | 04:05 | 03:01 |
 | Cornucopia | 2 | 3.39% | 6.7 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 46:48 | 32:24 | 32:24 | 1:01:11 | 1:01:11 | 1:01:11 | 28:47 | 21:19 |
 | Heaven's Halberd | 3 | 5.08% | 5.0 | 33.33% | -20.24% | -33.33% | 0.00% | 0.00% | 35:23 | 30:06 | 30:06 | 30:37 | 45:26 | 45:26 | 15:20 | 11:21 |
 | Sange | 3 | 5.08% | 3.3 | 33.33% | -20.24% | -33.33% | 0.00% | 0.00% | 33:10 | 27:46 | 27:46 | 27:54 | 43:50 | 43:50 | 16:04 | 11:54 |
 | Orchid Malevolence | 1 | 1.69% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |