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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 Shard | 7 | 21.88% | 100.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 27:35 | 16:35 | 18:09 | 22:45 | 33:23 | 45:39 | 15:14 | 11:17 |
 | Tranquil Boots | 7 | 21.88% | 97.9 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 09:09 | 02:37 | 03:45 | 05:22 | 07:19 | 27:20 | 03:34 | 02:38 |
 | Force Staff | 18 | 56.25% | 95.7 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 19:05 | 09:44 | 14:48 | 16:12 | 23:22 | 33:30 | 08:34 | 06:20 |
 | Ring of Health | 6 | 18.75% | 93.6 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 23:53 | 14:59 | 17:01 | 17:45 | 26:23 | 41:57 | 09:22 | 06:56 |
 | Fluffy Hat | 21 | 65.63% | 91.5 | 80.95% | +35.50% | -0.95% | -0.95% | 0.00% | 14:07 | 06:18 | 07:55 | 12:33 | 15:42 | 30:10 | 07:47 | 05:45 |
 | Aghanim's Scepter | 5 | 15.63% | 89.4 | 100.00% | +37.04% | 0.00% | 0.00% | 0.00% | 24:30 | 18:47 | 18:47 | 23:44 | 27:42 | 30:43 | 08:55 | 06:36 |
 | Magic Stick | 17 | 53.13% | 87.2 | 76.47% | +16.47% | -1.47% | -1.47% | 0.00% | 04:23 | -01:29 | -01:29 | 05:08 | 07:34 | 14:33 | 09:03 | 06:42 |
 | Boots of Speed | 32 | 100.00% | 85.1 | 68.75% | +68.75% | -6.25% | +6.25% | 5.40% | 02:13 | -01:29 | 01:15 | 01:59 | 03:34 | 06:18 | 02:19 | 01:42 |
 | Magic Wand | 13 | 40.63% | 83.0 | 76.92% | +13.76% | -43.59% | -10.25% | 4.10% | 10:28 | 03:11 | 05:33 | 08:33 | 13:41 | 25:17 | 08:08 | 06:01 |
 | Quelling Blade | 7 | 21.88% | 80.9 | 85.71% | +21.71% | -35.71% | +14.29% | 50.00% | 01:44 | -01:29 | -01:29 | -01:29 | 00:20 | 09:36 | 01:49 | 01:20 |
 | Aether Lens | 14 | 43.75% | 78.7 | 71.43% | +4.76% | +3.57% | +28.57% | 2.03% | 31:05 | 16:54 | 23:37 | 26:26 | 35:56 | 56:22 | 12:19 | 09:07 |
 | Arcane Boots | 9 | 28.13% | 76.6 | 77.78% | +12.56% | +22.22% | +22.22% | 0.00% | 12:22 | 06:57 | 08:16 | 12:55 | 14:24 | 18:15 | 06:08 | 04:32 |
 | Void Stone | 18 | 56.25% | 74.5 | 66.67% | -4.76% | -6.67% | +8.33% | 2.93% | 24:37 | 14:49 | 20:52 | 24:02 | 25:59 | 48:24 | 05:07 | 03:47 |
 | Octarine Core | 11 | 34.38% | 72.3 | 72.73% | +6.06% | -6.06% | -6.06% | 0.00% | 35:34 | 21:39 | 27:12 | 35:19 | 37:43 | 57:28 | 10:31 | 07:47 |
 | Headdress | 13 | 40.63% | 70.2 | 69.23% | +0.81% | +30.77% | -2.56% | -7.35% | 02:33 | -01:29 | -01:29 | -01:26 | 06:01 | 14:36 | 07:30 | 05:33 |
 | Ring of Protection | 23 | 71.88% | 68.1 | 60.87% | -28.02% | +5.80% | +5.80% | 0.00% | 08:41 | 01:26 | 06:40 | 08:14 | 09:29 | 19:12 | 02:49 | 02:05 |
 | Wind Lace | 14 | 43.75% | 66.0 | 64.29% | -7.93% | +10.71% | -30.96% | -3.95% | 08:43 | -01:29 | 02:22 | 06:14 | 12:55 | 26:50 | 10:33 | 07:48 |
 | Mekansm | 12 | 37.50% | 63.8 | 66.67% | -3.33% | 0.00% | -33.34% | -12.20% | 11:09 | 05:49 | 09:47 | 10:33 | 12:31 | 18:05 | 02:44 | 02:01 |
 | Chainmail | 12 | 37.50% | 61.7 | 66.67% | -3.33% | +33.33% | -33.34% | -16.46% | 08:09 | 03:19 | 05:15 | 07:50 | 09:18 | 14:08 | 04:03 | 03:00 |
 | Pipe of Insight | 3 | 9.38% | 59.6 | 100.00% | +34.48% | 0.00% | 0.00% | 0.00% | 21:48 | 18:59 | 18:59 | 20:02 | 26:23 | 26:23 | 07:24 | 05:28 |
 | Hood of Defiance | 3 | 9.38% | 57.4 | 100.00% | +34.48% | 0.00% | 0.00% | 0.00% | 19:34 | 15:03 | 15:03 | 17:17 | 26:23 | 26:23 | 11:20 | 08:23 |
 | Glimmer Cape | 3 | 9.38% | 55.3 | 100.00% | +34.48% | 0.00% | 0.00% | 0.00% | 32:43 | 22:41 | 22:41 | 30:22 | 45:05 | 45:05 | 22:24 | 16:35 |
 | Spirit Vessel | 15 | 46.88% | 53.2 | 60.00% | -16.47% | +15.00% | -35.00% | -18.29% | 12:39 | 09:18 | 10:53 | 11:58 | 13:37 | 20:28 | 02:44 | 02:01 |
 | Boots of Travel | 13 | 40.63% | 51.1 | 61.54% | -12.14% | +5.13% | +5.13% | 0.00% | 36:32 | 23:16 | 31:06 | 36:46 | 40:58 | 52:26 | 09:52 | 07:18 |
 | Buckler | 7 | 21.88% | 48.9 | 71.43% | +3.43% | +28.57% | -21.43% | -8.93% | 13:32 | 08:24 | 09:10 | 14:03 | 14:46 | 19:13 | 05:36 | 04:08 |
 | Guardian Greaves | 7 | 21.88% | 46.8 | 71.43% | +3.43% | +28.57% | -21.43% | -12.10% | 17:54 | 11:54 | 14:01 | 17:44 | 18:09 | 27:46 | 04:08 | 03:03 |
 | Urn of Shadows | 16 | 50.00% | 44.7 | 56.25% | -25.00% | +18.75% | -6.25% | -10.20% | 08:02 | 03:05 | 07:10 | 07:47 | 09:37 | 12:43 | 02:27 | 01:48 |
 | Scythe of Vyse | 11 | 34.38% | 42.6 | 54.55% | -21.64% | +12.12% | -21.22% | -3.48% | 31:32 | 21:10 | 25:07 | 29:00 | 34:42 | 56:51 | 09:35 | 07:05 |
 | Kaya | 6 | 18.75% | 40.4 | 66.67% | -2.56% | +33.33% | +33.33% | 0.00% | 33:40 | 18:01 | 18:43 | 21:12 | 47:34 | 1:01:51 | 28:51 | 21:22 |
 | Ethereal Blade | 4 | 12.50% | 38.3 | 75.00% | +7.14% | +25.00% | +25.00% | 0.00% | 38:16 | 21:41 | 21:41 | 21:45 | 47:34 | 1:02:05 | 25:53 | 19:10 |
 | Linken's Sphere | 2 | 6.25% | 36.2 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 28:00 | 26:03 | 26:03 | 29:56 | 29:56 | 29:56 | 03:53 | 02:52 |
 | Crown | 2 | 6.25% | 34.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 25:44 | 17:04 | 17:04 | 34:23 | 34:23 | 34:23 | 17:19 | 12:49 |
 | Dagon (level 5) | 2 | 6.25% | 31.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 44:19 | 41:24 | 41:24 | 47:14 | 47:14 | 47:14 | 05:50 | 04:19 |
 | Boots of Travel 2 | 2 | 6.25% | 29.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 36:03 | 24:13 | 24:13 | 47:52 | 47:52 | 47:52 | 23:39 | 17:31 |
 | Lotus Orb | 2 | 6.25% | 27.7 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 33:30 | 22:16 | 22:16 | 44:44 | 44:44 | 44:44 | 22:28 | 16:38 |
 | Black King Bar | 5 | 15.63% | 25.5 | 60.00% | -10.37% | +40.00% | -60.00% | 0.00% | 26:23 | 21:08 | 21:08 | 23:19 | 30:55 | 34:55 | 09:47 | 07:14 |
 | Ghost Scepter | 6 | 18.75% | 23.4 | 50.00% | -23.08% | 0.00% | +50.00% | 0.00% | 30:24 | 18:59 | 20:06 | 20:10 | 47:34 | 48:14 | 27:28 | 20:20 |
 | Blink Dagger | 3 | 9.38% | 21.3 | 66.67% | -2.30% | -66.67% | 0.00% | 0.00% | 33:34 | 32:01 | 32:01 | 33:57 | 34:44 | 34:44 | 02:43 | 02:00 |
 | Dagon (level 4) | 1 | 3.13% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 3.13% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 3.13% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 00:00 | 00:00 |
 | Dagon | 1 | 3.13% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 00:00 | 00:00 |
 | Null Talisman | 1 | 3.13% | 10.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:50 | 02:50 | 02:50 | 02:50 | 02:50 | 02:50 | 00:00 | 00:00 |
 | Bottle | 1 | 3.13% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:33 | 00:33 | 00:33 | 00:33 | 00:33 | 00:33 | 00:00 | 00:00 |
 | Holy Locket | 1 | 3.13% | 6.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:06 | 17:06 | 17:06 | 17:06 | 17:06 | 17:06 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 3.13% | 4.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 3.13% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 00:00 | 00:00 |