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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 | |
 | Medallion of Courage | 5 | 31.25% | 100.0 | 80.00% | +52.73% | -80.00% | +20.00% | 10.34% | 16:40 | 11:11 | 11:11 | 18:08 | 20:51 | 21:33 | 09:40 | 07:09 |
 | Aghanim's Shard | 5 | 31.25% | 98.0 | 80.00% | +52.73% | +20.00% | +20.00% | 0.00% | 32:55 | 24:44 | 24:44 | 29:31 | 31:20 | 53:02 | 06:36 | 04:53 |
 | Solar Crest | 5 | 31.25% | 96.1 | 80.00% | +52.73% | +20.00% | +20.00% | 0.00% | 21:14 | 17:43 | 17:43 | 20:23 | 22:11 | 25:33 | 04:28 | 03:18 |
 | Blight Stone | 5 | 31.25% | 94.1 | 80.00% | +52.73% | -80.00% | +20.00% | 13.73% | 16:11 | 11:11 | 11:11 | 18:08 | 18:28 | 21:33 | 07:17 | 05:23 |
 | Crown | 7 | 43.75% | 92.2 | 71.43% | +49.21% | -21.43% | +28.57% | 10.60% | 17:54 | 09:27 | 15:46 | 18:08 | 20:29 | 22:40 | 04:43 | 03:29 |
 | Wind Lace | 11 | 68.75% | 90.2 | 54.55% | +34.55% | -21.22% | +12.12% | 14.60% | 04:12 | -01:29 | -01:29 | 01:28 | 03:46 | 22:20 | 05:15 | 03:53 |
 | Lotus Orb | 4 | 25.00% | 88.2 | 75.00% | +41.67% | -75.00% | +25.00% | 9.36% | 31:32 | 25:36 | 25:36 | 27:01 | 36:17 | 37:14 | 10:41 | 07:54 |
 | Void Stone | 4 | 25.00% | 86.3 | 75.00% | +41.67% | -75.00% | +25.00% | 8.42% | 31:00 | 24:07 | 24:07 | 26:52 | 36:00 | 36:59 | 11:53 | 08:48 |
 | Aghanim's Scepter | 2 | 12.50% | 84.3 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 45:36 | 33:29 | 33:29 | 57:43 | 57:43 | 57:43 | 24:14 | 17:57 |
 | Pipe of Insight | 2 | 12.50% | 82.4 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 21:27 | 18:16 | 18:16 | 24:37 | 24:37 | 24:37 | 06:21 | 04:42 |
 | Boots of Speed | 16 | 100.00% | 80.4 | 43.75% | +43.75% | +6.25% | +31.25% | 7.65% | 03:51 | -01:29 | 02:18 | 02:53 | 05:34 | 09:08 | 03:16 | 02:25 |
 | Spirit Vessel | 7 | 43.75% | 78.4 | 57.14% | +23.81% | -7.14% | +42.86% | 13.51% | 14:43 | 10:43 | 11:38 | 14:53 | 15:20 | 20:05 | 03:42 | 02:44 |
 | Hood of Defiance | 10 | 62.50% | 76.5 | 50.00% | +16.67% | -16.67% | 0.00% | 2.31% | 15:33 | 09:14 | 12:10 | 15:17 | 19:23 | 22:12 | 07:13 | 05:20 |
 | Ring of Health | 11 | 68.75% | 74.5 | 45.45% | +5.45% | -12.12% | -12.12% | 0.00% | 15:56 | 07:29 | 11:59 | 15:08 | 18:56 | 24:07 | 06:57 | 05:08 |
 | Ring of Protection | 12 | 75.00% | 72.5 | 41.67% | -8.33% | +25.00% | -8.34% | -13.70% | 05:04 | -01:29 | 03:48 | 05:20 | 06:14 | 09:22 | 02:26 | 01:48 |
 | Urn of Shadows | 12 | 75.00% | 70.6 | 41.67% | -8.33% | +25.00% | -8.34% | -19.23% | 06:43 | 03:35 | 05:43 | 06:54 | 07:27 | 10:31 | 01:44 | 01:17 |
 | Magic Wand | 13 | 81.25% | 68.6 | 38.46% | -28.21% | -5.13% | -5.13% | 0.00% | 07:53 | 02:50 | 03:54 | 05:56 | 11:12 | 16:44 | 07:18 | 05:24 |
 | Chainmail | 9 | 56.25% | 66.7 | 44.44% | +1.58% | +5.56% | +5.56% | 0.00% | 17:00 | 11:01 | 11:11 | 15:17 | 19:34 | 29:34 | 08:23 | 06:12 |
 | Magic Stick | 14 | 87.50% | 64.7 | 35.71% | -64.29% | +14.29% | -2.38% | -7.35% | 04:03 | 01:01 | 03:00 | 03:49 | 05:16 | 07:00 | 02:16 | 01:40 |
 | Headdress | 7 | 43.75% | 62.7 | 42.86% | -1.58% | +7.14% | +7.14% | 0.00% | 19:47 | 12:01 | 14:54 | 18:40 | 22:06 | 29:34 | 07:12 | 05:20 |
 | Tranquil Boots | 4 | 25.00% | 60.8 | 50.00% | +8.33% | -50.00% | -50.00% | 0.00% | 09:02 | 04:33 | 04:33 | 05:56 | 08:39 | 16:58 | 04:06 | 03:02 |
 | Maelstrom | 1 | 6.25% | 58.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:20 | 40:20 | 40:20 | 40:20 | 40:20 | 40:20 | 00:00 | 00:00 |
 | Kaya | 1 | 6.25% | 56.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:56 | 14:56 | 14:56 | 14:56 | 14:56 | 14:56 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 6.25% | 54.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:23 | 59:23 | 59:23 | 59:23 | 59:23 | 59:23 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 6.25% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 6.25% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 6.25% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:20 | 45:20 | 45:20 | 45:20 | 45:20 | 45:20 | 00:00 | 00:00 |
 | Gleipnir | 1 | 6.25% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 00:00 | 00:00 |
 | Sange | 1 | 6.25% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Javelin | 1 | 6.25% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:20 | 40:20 | 40:20 | 40:20 | 40:20 | 40:20 | 00:00 | 00:00 |
 | Bloodstone | 1 | 6.25% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:34 | 19:34 | 19:34 | 19:34 | 19:34 | 19:34 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 6.25% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Bracer | 1 | 6.25% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 6.25% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 31.25% | 33.3 | 40.00% | -5.45% | +60.00% | -40.00% | -17.49% | 17:16 | 11:45 | 11:45 | 14:25 | 17:28 | 28:28 | 05:43 | 04:14 |
 | Ghost Scepter | 5 | 31.25% | 31.4 | 40.00% | -5.45% | +60.00% | -40.00% | -9.45% | 31:52 | 23:36 | 23:36 | 29:35 | 34:11 | 46:23 | 10:35 | 07:50 |
 | Wraith Band | 5 | 31.25% | 29.4 | 40.00% | -5.45% | -40.00% | +60.00% | 100.00% | 01:13 | -01:29 | -01:29 | 01:50 | 01:50 | 02:11 | 03:19 | 02:27 |
 | Force Staff | 7 | 43.75% | 27.5 | 28.57% | -26.99% | +21.43% | +21.43% | 0.00% | 24:01 | 14:20 | 15:56 | 19:36 | 24:35 | 47:25 | 08:39 | 06:24 |
 | Fluffy Hat | 9 | 56.25% | 25.5 | 22.22% | -49.21% | +27.78% | +27.78% | 0.00% | 22:41 | 10:51 | 11:43 | 21:04 | 26:03 | 47:24 | 14:20 | 10:37 |
 | Black King Bar | 2 | 12.50% | 23.5 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 36:20 | 26:21 | 26:21 | 46:18 | 46:18 | 46:18 | 19:57 | 14:46 |
 | Power Treads | 3 | 18.75% | 21.6 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 08:59 | 07:57 | 07:57 | 08:13 | 10:46 | 10:46 | 02:49 | 02:05 |
 | Ethereal Blade | 3 | 18.75% | 19.6 | 33.33% | -12.82% | +66.67% | 0.00% | 0.00% | 37:07 | 29:04 | 29:04 | 34:43 | 47:35 | 47:35 | 18:31 | 13:42 |
 | Mekansm | 5 | 31.25% | 17.6 | 20.00% | -34.55% | -20.00% | -20.00% | 0.00% | 22:14 | 16:18 | 16:18 | 19:51 | 27:01 | 29:58 | 10:43 | 07:56 |
 | Hurricane Pike | 2 | 12.50% | 15.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:07 | 19:07 | 19:54 | 19:54 | 19:54 | 00:47 | 00:34 |
 | Dragon Lance | 2 | 12.50% | 13.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 15:02 | 14:33 | 14:33 | 15:30 | 15:30 | 15:30 | 00:57 | 00:42 |
 | Guardian Greaves | 2 | 12.50% | 11.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 24:17 | 23:44 | 23:44 | 24:50 | 24:50 | 24:50 | 01:06 | 00:48 |
 | Buckler | 2 | 12.50% | 9.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:10 | 23:10 | 24:43 | 24:43 | 24:43 | 01:33 | 01:08 |
 | Ring of Basilius | 1 | 6.25% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 6.25% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 6.25% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 6.25% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:24 | 24:24 | 24:24 | 24:24 | 24:24 | 24:24 | 00:00 | 00:00 |