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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 | |
 | Aghanim's Scepter | 17 | 36.96% | 100.0 | 82.35% | +51.32% | +17.65% | -7.35% | -10.71% | 19:04 | 13:19 | 15:22 | 15:45 | 17:42 | 47:22 | 02:20 | 01:43 |
 | Blink Dagger | 9 | 19.57% | 98.2 | 88.89% | +48.35% | +11.11% | +11.11% | 0.00% | 28:47 | 19:21 | 19:57 | 27:36 | 30:05 | 55:01 | 10:08 | 07:30 |
 | Hurricane Pike | 5 | 10.87% | 96.4 | 100.00% | +56.10% | 0.00% | 0.00% | 0.00% | 29:17 | 24:32 | 24:32 | 30:28 | 30:40 | 35:51 | 06:08 | 04:32 |
 | Dragon Lance | 5 | 10.87% | 94.5 | 100.00% | +56.10% | 0.00% | 0.00% | 0.00% | 28:31 | 24:02 | 24:02 | 29:59 | 30:38 | 33:05 | 06:36 | 04:53 |
 | Boots of Travel 2 | 5 | 10.87% | 92.7 | 100.00% | +56.10% | 0.00% | 0.00% | 0.00% | 47:33 | 42:56 | 42:56 | 44:32 | 46:54 | 59:13 | 03:58 | 02:56 |
 | Hand of Midas | 8 | 17.39% | 90.9 | 87.50% | +45.39% | +12.50% | -37.50% | -6.00% | 14:13 | 08:25 | 09:22 | 11:45 | 17:42 | 20:36 | 08:20 | 06:10 |
 | Octarine Core | 8 | 17.39% | 89.1 | 87.50% | +45.39% | +12.50% | +12.50% | 0.00% | 32:23 | 22:16 | 26:49 | 32:09 | 34:43 | 40:55 | 07:54 | 05:51 |
 | Bottle | 13 | 28.26% | 87.3 | 76.92% | +37.53% | -10.25% | -10.25% | 0.00% | 01:33 | 01:04 | 01:23 | 01:34 | 01:43 | 01:52 | 00:20 | 00:14 |
 | Linken's Sphere | 7 | 15.22% | 85.5 | 85.71% | +42.12% | +14.29% | +14.29% | 0.00% | 40:38 | 30:04 | 32:04 | 38:22 | 45:27 | 55:17 | 13:23 | 09:54 |
 | Silver Edge | 4 | 8.70% | 83.6 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 40:17 | 36:52 | 36:52 | 38:27 | 42:32 | 43:15 | 05:40 | 04:11 |
 | Shadow Blade | 4 | 8.70% | 81.8 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 37:25 | 34:13 | 34:13 | 34:39 | 39:44 | 41:03 | 05:31 | 04:05 |
 | Power Treads | 9 | 19.57% | 80.0 | 77.78% | +34.54% | -27.78% | -27.78% | 0.00% | 06:47 | 06:07 | 06:27 | 06:42 | 07:03 | 07:30 | 00:36 | 00:26 |
 | Ring of Health | 6 | 13.04% | 78.2 | 83.33% | +38.33% | +16.67% | +16.67% | 0.00% | 27:11 | 17:00 | 22:33 | 26:12 | 34:41 | 36:06 | 12:08 | 08:59 |
 | Cornucopia | 6 | 13.04% | 76.4 | 83.33% | +38.33% | +16.67% | +16.67% | 0.00% | 37:54 | 23:29 | 31:53 | 33:19 | 45:27 | 55:04 | 13:34 | 10:02 |
 | Void Stone | 20 | 43.48% | 74.5 | 60.00% | +17.69% | -20.00% | +20.00% | 2.86% | 28:23 | 07:26 | 21:31 | 26:40 | 35:31 | 49:56 | 14:00 | 10:22 |
 | Black King Bar | 8 | 17.39% | 72.7 | 75.00% | +30.26% | +25.00% | -25.00% | -4.30% | 33:38 | 22:55 | 25:28 | 30:47 | 37:06 | 53:15 | 11:38 | 08:37 |
 | Boots of Speed | 46 | 100.00% | 70.9 | 50.00% | +50.00% | +33.33% | -31.82% | -16.29% | 05:23 | -01:28 | 03:20 | 04:40 | 07:20 | 13:05 | 04:00 | 02:57 |
 | Arcane Boots | 23 | 50.00% | 69.1 | 56.52% | +13.04% | +26.81% | -6.52% | -3.94% | 15:00 | 03:55 | 07:27 | 12:14 | 15:54 | 48:11 | 08:27 | 06:15 |
 | Magic Stick | 45 | 97.83% | 67.3 | 48.89% | -51.11% | -21.62% | +14.75% | 9.45% | 03:25 | -01:29 | 01:05 | 02:38 | 04:56 | 13:52 | 03:51 | 02:51 |
 | Magic Wand | 43 | 93.48% | 65.5 | 46.51% | -53.49% | -1.06% | -1.06% | 0.00% | 06:44 | 02:03 | 04:11 | 05:49 | 08:05 | 22:26 | 03:54 | 02:53 |
 | Force Staff | 16 | 34.78% | 63.6 | 56.25% | +9.58% | -6.25% | -31.25% | -3.11% | 26:47 | 19:14 | 21:04 | 24:44 | 29:07 | 41:26 | 08:03 | 05:57 |
 | Yasha | 5 | 10.87% | 61.8 | 80.00% | +33.66% | +20.00% | +20.00% | 0.00% | 19:42 | 18:09 | 18:09 | 19:29 | 19:34 | 21:54 | 01:25 | 01:02 |
 | Manta Style | 5 | 10.87% | 60.0 | 80.00% | +33.66% | +20.00% | -80.00% | 0.00% | 24:11 | 22:15 | 22:15 | 23:11 | 25:34 | 26:55 | 03:19 | 02:27 |
 | Crystalys | 5 | 10.87% | 58.2 | 80.00% | +33.66% | +20.00% | +20.00% | 0.00% | 40:07 | 36:24 | 36:24 | 40:17 | 42:32 | 43:15 | 06:08 | 04:32 |
 | Aghanim's Shard | 32 | 69.57% | 56.4 | 46.88% | -10.26% | -9.38% | +15.62% | 1.71% | 24:47 | 15:13 | 17:02 | 24:18 | 31:37 | 40:02 | 14:35 | 10:48 |
 | Wind Lace | 23 | 50.00% | 54.5 | 47.83% | -4.34% | +2.17% | -31.16% | -5.04% | 06:20 | -01:29 | -01:25 | 05:36 | 08:02 | 21:52 | 09:27 | 07:00 |
 | Headdress | 8 | 17.39% | 52.7 | 62.50% | +15.13% | -12.50% | -12.50% | 0.00% | 17:21 | 07:15 | 08:07 | 14:52 | 19:12 | 36:12 | 11:05 | 08:12 |
 | Fluffy Hat | 25 | 54.35% | 50.9 | 44.00% | -13.14% | -27.33% | +22.67% | 4.08% | 17:38 | 04:24 | 10:16 | 15:43 | 22:32 | 41:26 | 12:16 | 09:05 |
 | Aether Lens | 9 | 19.57% | 49.1 | 55.56% | +6.91% | -5.56% | -5.56% | 0.00% | 37:45 | 22:13 | 22:44 | 35:53 | 44:36 | 59:02 | 21:52 | 16:11 |
 | Lotus Orb | 4 | 8.70% | 47.3 | 75.00% | +27.38% | +25.00% | +25.00% | 0.00% | 29:37 | 23:51 | 23:51 | 26:41 | 31:40 | 36:16 | 07:49 | 05:47 |
 | Aeon Disk | 4 | 8.70% | 45.5 | 75.00% | +27.38% | +25.00% | -75.00% | 0.00% | 32:50 | 28:16 | 28:16 | 29:39 | 33:02 | 40:23 | 04:46 | 03:31 |
 | Arcane Blink | 4 | 8.70% | 43.6 | 75.00% | +27.38% | +25.00% | +25.00% | 0.00% | 43:32 | 36:08 | 36:08 | 37:52 | 48:34 | 51:32 | 12:26 | 09:12 |
 | Boots of Travel | 2 | 4.35% | 41.8 | 100.00% | +52.27% | 0.00% | 0.00% | 0.00% | 29:26 | 29:16 | 29:16 | 29:36 | 29:36 | 29:36 | 00:20 | 00:14 |
 | Mekansm | 7 | 15.22% | 40.0 | 57.14% | +8.42% | -7.14% | -7.14% | 0.00% | 21:36 | 10:46 | 10:51 | 22:48 | 27:44 | 36:12 | 16:53 | 12:30 |
 | Chainmail | 10 | 21.74% | 38.2 | 50.00% | 0.00% | -16.67% | 0.00% | 1.17% | 18:01 | 07:04 | 09:46 | 15:27 | 24:01 | 36:11 | 14:15 | 10:33 |
 | Drum of Endurance | 5 | 10.87% | 36.4 | 60.00% | +11.22% | +40.00% | +40.00% | 0.00% | 22:11 | 11:31 | 11:31 | 13:56 | 30:00 | 41:49 | 18:29 | 13:41 |
 | Buckler | 5 | 10.87% | 34.5 | 60.00% | +11.22% | +40.00% | -60.00% | 0.00% | 19:41 | 11:32 | 11:32 | 13:30 | 27:24 | 33:20 | 15:52 | 11:45 |
 | Guardian Greaves | 5 | 10.87% | 32.7 | 60.00% | +11.22% | +40.00% | -60.00% | 0.00% | 22:27 | 15:31 | 15:31 | 19:04 | 28:11 | 33:53 | 12:40 | 09:22 |
 | Tranquil Boots | 6 | 13.04% | 30.9 | 50.00% | 0.00% | 0.00% | -50.00% | -4.87% | 19:36 | 08:35 | 09:51 | 12:38 | 20:07 | 51:29 | 10:16 | 07:36 |
 | Quelling Blade | 6 | 13.04% | 29.1 | 50.00% | 0.00% | +50.00% | -50.00% | -24.49% | 03:17 | -01:29 | -01:29 | 00:57 | 05:34 | 13:44 | 07:03 | 05:13 |
 | Ring of Protection | 8 | 17.39% | 27.3 | 37.50% | -15.13% | +12.50% | +12.50% | 0.00% | 15:32 | 06:18 | 11:32 | 12:04 | 13:21 | 29:41 | 01:49 | 01:20 |
 | Wraith Band | 4 | 8.70% | 25.5 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 14:44 | 01:51 | 01:51 | 02:29 | 13:27 | 41:10 | 11:36 | 08:35 |
 | Bracer | 4 | 8.70% | 23.6 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 20:14 | 02:05 | 02:05 | 08:06 | 29:35 | 41:11 | 27:30 | 20:22 |
 | Boots of Bearing | 1 | 2.17% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.17% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:02 | 57:02 | 57:02 | 57:02 | 57:02 | 57:02 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.17% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.17% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.17% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 00:00 | 00:00 |
 | Blight Stone | 5 | 10.87% | 12.7 | 40.00% | -11.22% | -40.00% | +60.00% | 0.00% | 13:07 | -01:29 | -01:29 | 14:05 | 15:56 | 25:22 | 17:25 | 12:54 |
 | Glimmer Cape | 8 | 17.39% | 10.9 | 25.00% | -30.26% | +75.00% | -25.00% | -30.15% | 27:22 | 16:48 | 23:59 | 26:28 | 27:18 | 39:20 | 03:19 | 02:27 |
 | Crown | 3 | 6.52% | 9.1 | 33.33% | -17.83% | -33.33% | 0.00% | 0.00% | 22:11 | 16:30 | 16:30 | 20:04 | 29:59 | 29:59 | 13:29 | 09:59 |
 | Solar Crest | 3 | 6.52% | 7.3 | 33.33% | -17.83% | -33.33% | 0.00% | 0.00% | 25:20 | 20:55 | 20:55 | 24:45 | 30:20 | 30:20 | 09:25 | 06:58 |
 | Medallion of Courage | 3 | 6.52% | 5.5 | 33.33% | -17.83% | -33.33% | 0.00% | 0.00% | 17:58 | 12:09 | 12:09 | 15:57 | 25:49 | 25:49 | 13:40 | 10:07 |
 | Ghost Scepter | 1 | 2.17% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 00:00 | 00:00 |
 | Pavise | 3 | 6.52% | 1.8 | 0.00% | -53.49% | 0.00% | 0.00% | 0.00% | 11:26 | 07:26 | 07:26 | 13:08 | 13:43 | 13:43 | 06:17 | 04:39 |