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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 | |
 | Blink Dagger | 29 | 55.77% | 100.0 | 41.38% | +37.03% | -12.81% | +44.33% | 5.70% | 23:05 | 13:29 | 15:56 | 19:37 | 25:58 | 50:19 | 10:02 | 07:25 |
 | Tranquil Boots | 9 | 17.31% | 97.8 | 55.56% | +36.96% | -5.56% | +44.44% | 13.04% | 15:05 | 09:45 | 09:54 | 13:12 | 13:44 | 29:48 | 03:50 | 02:50 |
 | Vladmir's Offering | 2 | 3.85% | 95.7 | 100.00% | +78.00% | 0.00% | 0.00% | 0.00% | 29:07 | 19:18 | 19:18 | 38:56 | 38:56 | 38:56 | 19:38 | 14:32 |
 | Morbid Mask | 2 | 3.85% | 93.5 | 100.00% | +78.00% | 0.00% | 0.00% | 0.00% | 28:57 | 18:58 | 18:58 | 38:56 | 38:56 | 38:56 | 19:58 | 14:47 |
 | Buckler | 2 | 3.85% | 91.3 | 100.00% | +78.00% | 0.00% | 0.00% | 0.00% | 25:51 | 12:45 | 12:45 | 38:56 | 38:56 | 38:56 | 26:11 | 19:23 |
 | Aghanim's Shard | 32 | 61.54% | 89.1 | 34.38% | +24.38% | +3.12% | +3.12% | 0.00% | 22:30 | 15:18 | 18:00 | 20:23 | 25:15 | 42:22 | 07:15 | 05:22 |
 | Void Stone | 5 | 9.62% | 87.0 | 60.00% | +38.72% | +40.00% | -60.00% | -6.49% | 25:38 | 12:19 | 12:19 | 27:28 | 27:43 | 33:46 | 15:24 | 11:24 |
 | Wind Lace | 20 | 38.46% | 84.8 | 35.00% | +16.25% | -15.00% | +5.00% | 2.78% | 13:04 | -01:29 | 09:03 | 12:56 | 16:14 | 25:05 | 07:11 | 05:19 |
 | Blight Stone | 16 | 30.77% | 82.6 | 37.50% | +18.06% | -37.50% | +37.50% | 5.08% | 07:35 | -01:29 | -01:29 | -01:29 | 16:14 | 32:28 | 17:43 | 13:07 |
 | Magic Stick | 49 | 94.23% | 80.4 | 26.53% | +26.53% | -9.86% | -1.53% | 3.07% | 01:57 | -01:29 | -01:29 | 00:24 | 04:12 | 18:32 | 05:41 | 04:12 |
 | Boots of Speed | 51 | 98.08% | 78.3 | 25.49% | +25.49% | +12.97% | -10.11% | -6.21% | 06:25 | 02:04 | 04:34 | 06:21 | 08:17 | 10:51 | 03:43 | 02:45 |
 | Arcane Boots | 17 | 32.69% | 76.1 | 35.29% | +15.29% | +14.71% | +14.71% | 0.00% | 11:23 | 06:04 | 08:12 | 12:18 | 12:44 | 21:07 | 04:32 | 03:21 |
 | Ring of Health | 3 | 5.77% | 73.9 | 66.67% | +44.22% | +33.33% | 0.00% | 0.00% | 21:07 | 10:52 | 10:52 | 26:08 | 26:21 | 26:21 | 15:29 | 11:28 |
 | Lotus Orb | 3 | 5.77% | 71.7 | 66.67% | +44.22% | +33.33% | 0.00% | 0.00% | 22:27 | 12:36 | 12:36 | 27:03 | 27:43 | 27:43 | 15:07 | 11:11 |
 | Magic Wand | 34 | 65.38% | 69.6 | 20.59% | -12.74% | +12.74% | -20.59% | -5.51% | 09:05 | 01:57 | 06:08 | 08:30 | 12:11 | 19:22 | 06:03 | 04:28 |
 | Bracer | 14 | 26.92% | 67.4 | 28.57% | +4.89% | -28.57% | +4.76% | 17.54% | 02:48 | -01:29 | 01:27 | 02:42 | 03:21 | 09:09 | 01:54 | 01:24 |
 | Glimmer Cape | 4 | 7.69% | 65.2 | 50.00% | +27.08% | -50.00% | +50.00% | 0.00% | 22:41 | 15:36 | 15:36 | 17:44 | 20:59 | 36:25 | 05:23 | 03:59 |
 | Ring of Basilius | 4 | 7.69% | 63.0 | 50.00% | +27.08% | -50.00% | +50.00% | 0.00% | 17:58 | 08:18 | 08:18 | 10:17 | 14:20 | 38:56 | 06:02 | 04:28 |
 | Drum of Endurance | 4 | 7.69% | 60.9 | 50.00% | +27.08% | +50.00% | -50.00% | 0.00% | 20:01 | 18:27 | 18:27 | 18:40 | 19:07 | 23:48 | 00:40 | 00:29 |
 | Medallion of Courage | 9 | 17.31% | 58.7 | 33.33% | +10.07% | -33.33% | +66.67% | 9.00% | 15:34 | 06:49 | 08:19 | 13:26 | 19:26 | 29:12 | 11:07 | 08:14 |
 | Wraith Pact | 1 | 1.92% | 56.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.92% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 00:00 | 00:00 |
 | Chainmail | 10 | 19.23% | 52.2 | 30.00% | +6.19% | -30.00% | +70.00% | 9.24% | 15:07 | 06:16 | 08:32 | 13:26 | 19:21 | 28:51 | 10:49 | 08:00 |
 | Fluffy Hat | 17 | 32.69% | 50.0 | 23.53% | -2.18% | +26.47% | +1.47% | -2.98% | 19:49 | 11:37 | 14:56 | 19:05 | 23:20 | 36:13 | 08:24 | 06:13 |
 | Solar Crest | 5 | 9.62% | 47.8 | 40.00% | +16.60% | -40.00% | +60.00% | 18.75% | 21:27 | 15:32 | 15:32 | 19:35 | 20:52 | 33:42 | 05:20 | 03:57 |
 | Force Staff | 14 | 26.92% | 45.7 | 21.43% | -4.89% | +28.57% | +11.90% | -1.96% | 25:32 | 18:24 | 21:18 | 23:14 | 29:49 | 36:13 | 08:31 | 06:18 |
 | Black King Bar | 7 | 13.46% | 43.5 | 28.57% | +4.13% | +21.43% | -28.57% | -22.73% | 29:19 | 21:21 | 26:11 | 26:30 | 28:23 | 47:58 | 02:12 | 01:37 |
 | Crown | 7 | 13.46% | 41.3 | 28.57% | +4.13% | -28.57% | +21.43% | 15.23% | 17:22 | 10:56 | 12:57 | 14:25 | 16:14 | 33:21 | 03:17 | 02:25 |
 | Aeon Disk | 2 | 3.85% | 39.1 | 50.00% | +26.00% | -50.00% | 0.00% | 0.00% | 43:59 | 33:16 | 33:16 | 54:41 | 54:41 | 54:41 | 21:25 | 15:51 |
 | Ring of Protection | 10 | 19.23% | 37.0 | 20.00% | -6.19% | -20.00% | +30.00% | 5.26% | 11:15 | 01:41 | 03:02 | 09:07 | 12:32 | 38:56 | 09:30 | 07:02 |
 | Aghanim's Scepter | 12 | 23.08% | 34.8 | 16.67% | -10.83% | -16.67% | +50.00% | 10.08% | 33:00 | 14:53 | 29:48 | 32:17 | 36:25 | 45:42 | 06:37 | 04:54 |
 | Ghost Scepter | 5 | 9.62% | 32.6 | 20.00% | -5.53% | -20.00% | -20.00% | 0.00% | 29:00 | 24:10 | 24:10 | 25:32 | 31:38 | 39:07 | 07:28 | 05:31 |
 | Bottle | 5 | 9.62% | 30.4 | 20.00% | -5.53% | -20.00% | +80.00% | 100.00% | 07:28 | 01:02 | 01:02 | 01:09 | 01:15 | 32:44 | 00:13 | 00:09 |
 | Urn of Shadows | 1 | 1.92% | 28.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.92% | 26.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 3.85% | 23.9 | 0.00% | -26.00% | 0.00% | 0.00% | 0.00% | 15:26 | 12:05 | 12:05 | 18:46 | 18:46 | 18:46 | 06:41 | 04:57 |
 | Aether Lens | 1 | 1.92% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.92% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:02 | 09:02 | 09:02 | 09:02 | 09:02 | 09:02 | 00:00 | 00:00 |
 | Headdress | 2 | 3.85% | 17.4 | 0.00% | -26.00% | 0.00% | 0.00% | 0.00% | 06:04 | -01:29 | -01:29 | 13:37 | 13:37 | 13:37 | 15:06 | 11:11 |
 | Kaya | 1 | 1.92% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Soul Ring | 7 | 13.46% | 13.0 | 0.00% | -28.89% | 0.00% | 0.00% | 0.00% | 08:04 | 02:37 | 03:10 | 09:01 | 12:11 | 13:12 | 09:01 | 06:40 |
 | Spirit Vessel | 1 | 1.92% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.92% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:21 | 18:21 | 18:21 | 18:21 | 18:21 | 18:21 | 00:00 | 00:00 |
 | Sange | 1 | 1.92% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.92% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.92% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:55 | 33:55 | 33:55 | 33:55 | 33:55 | 33:55 | 00:00 | 00:00 |