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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 | |
 | Void Stone | 12 | 17.91% | 100.0 | 66.67% | +35.76% | +33.33% | -33.34% | -10.15% | 28:25 | 22:00 | 23:58 | 26:33 | 30:32 | 38:00 | 06:34 | 04:51 |
 | Eul's Scepter of Divinity | 10 | 14.93% | 97.9 | 70.00% | +38.42% | -3.33% | -20.00% | -3.86% | 31:00 | 25:46 | 29:02 | 29:15 | 33:21 | 38:14 | 04:19 | 03:11 |
 | Blink Dagger | 49 | 73.13% | 95.8 | 44.90% | +28.23% | -11.57% | -19.90% | -1.35% | 20:55 | 11:39 | 17:07 | 20:28 | 23:16 | 34:58 | 06:09 | 04:33 |
 | Phase Boots | 45 | 67.16% | 93.8 | 44.44% | +21.71% | +1.01% | +19.20% | 4.47% | 10:01 | 05:49 | 07:56 | 09:35 | 12:00 | 15:41 | 04:04 | 03:00 |
 | Chainmail | 46 | 68.66% | 91.7 | 43.48% | +19.67% | +14.85% | +1.97% | -4.11% | 09:04 | 04:20 | 07:29 | 09:03 | 10:37 | 15:17 | 03:08 | 02:19 |
 | Magic Wand | 62 | 92.54% | 89.6 | 40.32% | +40.32% | +3.43% | -0.32% | -1.03% | 07:39 | 01:42 | 05:38 | 07:24 | 09:16 | 15:53 | 03:38 | 02:41 |
 | Magic Stick | 66 | 98.51% | 87.5 | 37.88% | +37.88% | +15.06% | -12.88% | -9.75% | 03:03 | -01:29 | 01:52 | 02:36 | 04:44 | 09:32 | 02:52 | 02:07 |
 | Boots of Speed | 67 | 100.00% | 85.4 | 37.31% | +37.31% | +9.75% | -13.78% | -8.11% | 04:43 | -01:29 | 03:30 | 04:33 | 06:24 | 12:22 | 02:54 | 02:08 |
 | Wind Lace | 34 | 50.75% | 83.3 | 41.18% | +7.85% | -7.85% | +8.82% | 1.64% | 08:14 | -01:29 | -01:28 | 08:24 | 11:38 | 58:14 | 13:06 | 09:42 |
 | Black King Bar | 21 | 31.34% | 81.3 | 42.86% | +8.08% | +37.14% | +17.14% | -2.60% | 24:53 | 16:20 | 19:13 | 22:29 | 26:54 | 42:19 | 07:41 | 05:41 |
 | Drum of Endurance | 2 | 2.99% | 79.2 | 100.00% | +64.62% | 0.00% | 0.00% | 0.00% | 33:28 | 15:05 | 15:05 | 51:50 | 51:50 | 51:50 | 36:45 | 27:13 |
 | Linken's Sphere | 2 | 2.99% | 77.1 | 100.00% | +64.62% | 0.00% | 0.00% | 0.00% | 35:09 | 30:53 | 30:53 | 39:24 | 39:24 | 39:24 | 08:31 | 06:18 |
 | Ring of Health | 2 | 2.99% | 75.0 | 100.00% | +64.62% | 0.00% | 0.00% | 0.00% | 32:59 | 30:43 | 30:43 | 35:14 | 35:14 | 35:14 | 04:31 | 03:20 |
 | Moon Shard | 2 | 2.99% | 72.9 | 100.00% | +64.62% | 0.00% | 0.00% | 0.00% | 42:07 | 35:46 | 35:46 | 48:27 | 48:27 | 48:27 | 12:41 | 09:23 |
 | Fluffy Hat | 35 | 52.24% | 70.8 | 31.43% | -12.32% | -20.32% | +1.90% | 2.65% | 12:29 | -01:29 | 07:14 | 10:13 | 15:37 | 31:02 | 08:23 | 06:12 |
 | Force Staff | 9 | 13.43% | 68.8 | 44.44% | +8.23% | +5.56% | -44.44% | -5.65% | 29:38 | 21:35 | 23:04 | 26:05 | 31:55 | 52:04 | 08:51 | 06:33 |
 | Falcon Blade | 22 | 32.84% | 66.7 | 31.82% | -8.18% | +34.85% | -11.82% | -16.97% | 11:11 | 08:31 | 09:31 | 10:51 | 12:16 | 16:13 | 02:45 | 02:02 |
 | Quelling Blade | 27 | 40.30% | 64.6 | 29.63% | -12.87% | +13.23% | +13.23% | 0.00% | -01:03 | -01:29 | -01:29 | -01:29 | -01:29 | 10:06 | 00:00 | 00:00 |
 | Bottle | 24 | 35.82% | 62.5 | 29.17% | -12.69% | -12.50% | -29.17% | -16.67% | 03:21 | 01:21 | 01:31 | 01:35 | 01:45 | 40:16 | 00:14 | 00:10 |
 | Tranquil Boots | 20 | 29.85% | 60.4 | 25.00% | -17.55% | -25.00% | +55.00% | 11.29% | 14:12 | 05:11 | 10:26 | 12:32 | 17:31 | 27:48 | 07:05 | 05:14 |
 | Aeon Disk | 4 | 5.97% | 58.3 | 50.00% | +13.49% | +50.00% | -50.00% | -18.24% | 45:45 | 40:58 | 40:58 | 43:22 | 46:27 | 52:13 | 05:29 | 04:03 |
 | Nullifier | 1 | 1.49% | 56.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.49% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:26 | 52:26 | 52:26 | 52:26 | 52:26 | 52:26 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.49% | 52.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.49% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.49% | 47.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:54 | 47:54 | 47:54 | 47:54 | 47:54 | 47:54 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.49% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:09 | 48:09 | 48:09 | 48:09 | 48:09 | 48:09 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.49% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:55 | 47:55 | 47:55 | 47:55 | 47:55 | 47:55 | 00:00 | 00:00 |
 | Desolator | 11 | 16.42% | 41.7 | 27.27% | -12.02% | +6.06% | -27.27% | -3.64% | 26:39 | 19:55 | 20:37 | 27:55 | 29:46 | 33:35 | 09:09 | 06:46 |
 | Blight Stone | 15 | 22.39% | 39.6 | 20.00% | -22.31% | +5.00% | -20.00% | -2.24% | 17:50 | 03:31 | 10:30 | 17:15 | 21:40 | 32:41 | 11:10 | 08:16 |
 | Helm of Iron Will | 2 | 2.99% | 37.5 | 50.00% | +13.08% | +50.00% | 0.00% | 0.00% | 34:13 | 27:19 | 27:19 | 41:07 | 41:07 | 41:07 | 13:48 | 10:13 |
 | Buckler | 2 | 2.99% | 35.4 | 50.00% | +13.08% | -50.00% | 0.00% | 0.00% | 45:13 | 42:31 | 42:31 | 47:54 | 47:54 | 47:54 | 05:23 | 03:59 |
 | Ring of Protection | 4 | 5.97% | 33.3 | 25.00% | -13.10% | -25.00% | +75.00% | 2.44% | 21:52 | -01:29 | -01:29 | -01:29 | 42:31 | 47:54 | 44:00 | 32:35 |
 | Aghanim's Scepter | 5 | 7.46% | 31.3 | 20.00% | -18.71% | +80.00% | -20.00% | -16.13% | 34:01 | 30:10 | 30:10 | 32:05 | 36:22 | 41:00 | 06:12 | 04:35 |
 | Orb of Venom | 6 | 8.96% | 29.2 | 16.67% | -22.67% | -16.67% | -16.67% | 0.00% | -00:42 | -01:29 | -01:29 | -01:29 | -01:29 | 03:11 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.49% | 27.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.49% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.49% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 00:00 | 00:00 |
 | Orb of Corrosion | 3 | 4.48% | 20.8 | 0.00% | -39.06% | 0.00% | 0.00% | 0.00% | 05:52 | 04:03 | 04:03 | 05:54 | 07:38 | 07:38 | 03:35 | 02:39 |
 | Assault Cuirass | 1 | 1.49% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:47 | 42:47 | 42:47 | 42:47 | 42:47 | 42:47 | 00:00 | 00:00 |
 | Bracer | 3 | 4.48% | 16.7 | 0.00% | -39.06% | 0.00% | 0.00% | 0.00% | 11:01 | 02:56 | 02:56 | 07:15 | 22:52 | 22:52 | 19:56 | 14:45 |
 | Wraith Band | 2 | 2.99% | 14.6 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 17:43 | 04:39 | 04:39 | 30:47 | 30:47 | 30:47 | 26:08 | 19:21 |
 | Headdress | 1 | 1.49% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:18 | 07:18 | 07:18 | 07:18 | 07:18 | 07:18 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.49% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.49% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 00:00 | 00:00 |
 | Sange | 1 | 1.49% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.49% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 00:00 | 00:00 |
 | Aether Lens | 2 | 2.99% | 2.1 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 43:39 | 36:33 | 36:33 | 50:44 | 50:44 | 50:44 | 14:11 | 10:30 |