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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 | |
 | Spirit Vessel | 11 | 21.15% | 100.0 | 72.73% | +41.02% | -39.40% | -6.06% | 5.12% | 21:03 | 09:41 | 16:25 | 20:42 | 22:56 | 41:04 | 06:31 | 04:49 |
 | Void Stone | 20 | 38.46% | 98.0 | 60.00% | +31.87% | +20.00% | 0.00% | -1.27% | 21:55 | 10:03 | 12:38 | 18:31 | 28:21 | 47:40 | 15:43 | 11:38 |
 | Urn of Shadows | 12 | 23.08% | 96.0 | 66.67% | +34.17% | 0.00% | 0.00% | 0.00% | 10:53 | 04:45 | 06:37 | 11:27 | 13:47 | 17:24 | 07:10 | 05:18 |
 | Ring of Protection | 25 | 48.08% | 94.0 | 56.00% | +30.07% | +10.67% | +10.67% | 0.00% | 11:57 | 03:48 | 07:40 | 11:56 | 12:58 | 34:01 | 05:18 | 03:55 |
 | Boots of Travel | 3 | 5.77% | 92.0 | 100.00% | +63.27% | 0.00% | 0.00% | 0.00% | 41:44 | 26:50 | 26:50 | 43:50 | 54:31 | 54:31 | 27:41 | 20:30 |
 | Ring of Health | 14 | 26.92% | 90.0 | 57.14% | +22.93% | +17.86% | +9.53% | -0.48% | 25:38 | 02:39 | 17:37 | 24:33 | 35:07 | 47:39 | 17:30 | 12:57 |
 | Fluffy Hat | 25 | 48.08% | 88.0 | 48.00% | +14.67% | +35.33% | +2.00% | -4.80% | 15:33 | 04:30 | 10:25 | 12:24 | 17:22 | 40:46 | 06:57 | 05:08 |
 | Boots of Speed | 52 | 100.00% | 86.0 | 40.38% | +40.38% | +13.47% | -17.30% | -9.52% | 07:04 | 02:36 | 05:13 | 06:41 | 08:27 | 13:01 | 03:14 | 02:23 |
 | Magic Wand | 49 | 94.23% | 84.0 | 40.82% | +7.49% | +17.51% | -15.82% | -7.22% | 06:33 | -01:29 | 04:11 | 06:25 | 08:48 | 16:38 | 04:37 | 03:25 |
 | Pavise | 10 | 19.23% | 82.0 | 60.00% | +24.29% | +40.00% | -10.00% | -21.28% | 15:29 | 11:58 | 12:57 | 14:38 | 15:18 | 22:57 | 02:21 | 01:44 |
 | Wind Lace | 44 | 84.62% | 80.0 | 40.91% | +3.41% | +22.73% | +4.54% | -2.08% | 10:46 | -01:29 | 06:17 | 09:14 | 15:01 | 27:03 | 08:44 | 06:28 |
 | Solar Crest | 21 | 40.38% | 78.0 | 47.62% | +12.14% | +12.38% | +32.38% | 5.19% | 20:30 | 10:59 | 16:37 | 19:37 | 20:28 | 34:38 | 03:51 | 02:51 |
 | Magic Stick | 49 | 94.23% | 76.0 | 38.78% | -27.89% | +11.22% | +2.89% | -2.08% | 03:25 | -01:29 | -01:29 | 03:19 | 05:29 | 11:43 | 06:58 | 05:09 |
 | Lotus Orb | 8 | 15.38% | 74.0 | 62.50% | +26.14% | -12.50% | -12.50% | 0.00% | 35:29 | 28:34 | 30:29 | 35:07 | 35:58 | 47:43 | 05:29 | 04:03 |
 | Chainmail | 26 | 50.00% | 72.0 | 42.31% | +3.85% | +14.83% | +24.36% | 2.02% | 15:06 | 08:02 | 11:38 | 12:34 | 16:21 | 33:25 | 04:43 | 03:29 |
 | Boots of Bearing | 6 | 11.54% | 70.0 | 66.67% | +29.71% | -16.67% | +33.33% | 0.00% | 34:09 | 26:44 | 30:23 | 32:59 | 37:55 | 42:21 | 07:32 | 05:34 |
 | Blight Stone | 20 | 38.46% | 68.0 | 45.00% | +7.50% | -5.00% | +35.00% | 8.79% | 15:26 | 03:40 | 11:49 | 13:07 | 16:22 | 33:25 | 04:33 | 03:22 |
 | Medallion of Courage | 20 | 38.46% | 66.0 | 45.00% | +7.50% | -5.00% | +35.00% | 10.43% | 16:12 | 08:30 | 12:42 | 13:53 | 16:32 | 33:25 | 03:50 | 02:50 |
 | Force Staff | 17 | 32.69% | 64.0 | 47.06% | +9.92% | +2.94% | -22.06% | -3.42% | 25:25 | 14:09 | 20:08 | 25:18 | 27:27 | 40:47 | 07:19 | 05:25 |
 | Tranquil Boots | 33 | 63.46% | 62.0 | 39.39% | -2.72% | -1.89% | +10.61% | 1.30% | 15:39 | 07:09 | 09:53 | 12:44 | 19:29 | 37:55 | 09:36 | 07:06 |
 | Crown | 21 | 40.38% | 60.0 | 42.86% | +4.15% | -22.86% | +37.14% | 14.01% | 17:49 | 09:15 | 13:59 | 16:47 | 18:16 | 33:25 | 04:17 | 03:10 |
 | Eul's Scepter of Divinity | 2 | 3.85% | 58.0 | 100.00% | +62.00% | 0.00% | 0.00% | 0.00% | 38:29 | 19:41 | 19:41 | 57:17 | 57:17 | 57:17 | 37:36 | 27:51 |
 | Octarine Core | 2 | 3.85% | 56.0 | 100.00% | +62.00% | 0.00% | 0.00% | 0.00% | 28:26 | 23:35 | 23:35 | 33:16 | 33:16 | 33:16 | 09:41 | 07:10 |
 | Drum of Endurance | 10 | 19.23% | 54.0 | 50.00% | +11.90% | +16.67% | 0.00% | -1.80% | 23:42 | 13:22 | 17:18 | 22:22 | 26:34 | 38:31 | 09:16 | 06:51 |
 | Glimmer Cape | 8 | 15.38% | 52.0 | 50.00% | +11.36% | 0.00% | -50.00% | -11.95% | 25:16 | 19:29 | 22:44 | 26:51 | 26:55 | 28:17 | 04:11 | 03:05 |
 | Aghanim's Scepter | 5 | 9.62% | 50.0 | 60.00% | +21.70% | -60.00% | +40.00% | 0.00% | 28:27 | 18:37 | 18:37 | 28:31 | 30:13 | 38:49 | 11:36 | 08:35 |
 | Arcane Boots | 10 | 19.23% | 48.0 | 40.00% | -0.48% | -6.67% | +10.00% | 2.91% | 16:10 | 10:00 | 11:30 | 13:38 | 17:14 | 27:53 | 05:44 | 04:14 |
 | Headdress | 10 | 19.23% | 46.0 | 40.00% | -0.48% | +60.00% | +10.00% | -11.32% | 15:36 | 09:45 | 12:23 | 15:08 | 16:48 | 28:22 | 04:25 | 03:16 |
 | Power Treads | 3 | 5.77% | 44.0 | 66.67% | +27.89% | -66.67% | 0.00% | 0.00% | 09:13 | 07:58 | 07:58 | 08:55 | 10:45 | 10:45 | 02:47 | 02:03 |
 | Linken's Sphere | 3 | 5.77% | 42.0 | 66.67% | +27.89% | -66.67% | 0.00% | 0.00% | 39:40 | 36:36 | 36:36 | 39:04 | 43:19 | 43:19 | 06:43 | 04:58 |
 | Cornucopia | 3 | 5.77% | 40.0 | 66.67% | +27.89% | -66.67% | 0.00% | 0.00% | 36:49 | 30:09 | 30:09 | 36:58 | 43:19 | 43:19 | 13:10 | 09:45 |
 | Vanguard | 3 | 5.77% | 38.0 | 66.67% | +27.89% | +33.33% | 0.00% | 0.00% | 12:24 | 06:00 | 06:00 | 13:34 | 17:37 | 17:37 | 11:37 | 08:36 |
 | Mekansm | 7 | 13.46% | 36.0 | 42.86% | +2.86% | +57.14% | +7.14% | -10.45% | 17:28 | 12:14 | 13:08 | 16:47 | 17:55 | 28:22 | 04:47 | 03:32 |
 | Bracer | 7 | 13.46% | 34.0 | 42.86% | +2.86% | +7.14% | +57.14% | 23.26% | 04:21 | 01:59 | 02:21 | 03:34 | 04:30 | 08:55 | 02:09 | 01:35 |
 | Pipe of Insight | 4 | 7.69% | 32.0 | 50.00% | +10.42% | +50.00% | -50.00% | 0.00% | 18:15 | 15:02 | 15:02 | 16:19 | 20:35 | 21:02 | 05:33 | 04:06 |
 | Aghanim's Shard | 4 | 7.69% | 30.0 | 50.00% | +10.42% | -50.00% | +50.00% | 0.00% | 40:54 | 33:53 | 33:53 | 37:00 | 42:10 | 50:33 | 08:17 | 06:08 |
 | Wind Waker | 1 | 1.92% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:15 | 58:15 | 58:15 | 58:15 | 58:15 | 58:15 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.92% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.92% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.92% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 00:00 | 00:00 |
 | Buckler | 5 | 9.62% | 20.0 | 40.00% | -0.43% | -40.00% | -40.00% | 0.00% | 23:47 | 16:17 | 16:17 | 21:35 | 28:28 | 34:01 | 12:11 | 09:01 |
 | Guardian Greaves | 5 | 9.62% | 18.0 | 40.00% | -0.43% | +60.00% | -40.00% | 0.00% | 25:28 | 19:24 | 19:24 | 21:58 | 31:06 | 34:33 | 11:42 | 08:40 |
 | Crimson Guard | 2 | 3.85% | 16.0 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 19:25 | 19:24 | 19:24 | 19:26 | 19:26 | 19:26 | 00:02 | 00:01 |
 | Helm of Iron Will | 3 | 5.77% | 14.0 | 33.33% | -7.49% | -33.33% | 0.00% | 0.00% | 21:36 | 15:29 | 15:29 | 18:43 | 30:35 | 30:35 | 15:06 | 11:11 |
 | Ghost Scepter | 6 | 11.54% | 12.0 | 0.00% | -45.65% | 0.00% | 0.00% | 0.00% | 25:58 | 16:51 | 25:26 | 26:36 | 28:54 | 31:13 | 03:28 | 02:34 |
 | Sange | 2 | 3.85% | 10.0 | 0.00% | -42.00% | 0.00% | 0.00% | 0.00% | 39:47 | 37:26 | 37:26 | 42:08 | 42:08 | 42:08 | 04:42 | 03:28 |
 | Veil of Discord | 1 | 1.92% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.92% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.92% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.92% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:32 | 11:32 | 11:32 | 11:32 | 11:32 | 11:32 | 00:00 | 00:00 |