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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 | |
 | Black King Bar | 180 | 50.70% | 100.0 | 66.11% | +20.40% | +0.56% | -10.55% | -1.72% | 28:26 | 19:45 | 24:46 | 27:49 | 31:14 | 49:44 | 06:28 | 04:47 |
 | Assault Cuirass | 18 | 5.07% | 98.4 | 83.33% | +28.73% | +16.67% | +16.67% | 0.00% | 37:32 | 28:40 | 34:50 | 36:25 | 39:53 | 52:37 | 05:03 | 03:44 |
 | Helm of the Overlord | 307 | 86.48% | 96.8 | 60.59% | +33.51% | +6.94% | -13.84% | -8.26% | 17:45 | 12:57 | 16:20 | 17:28 | 18:51 | 27:42 | 02:31 | 01:51 |
 | Helm of the Dominator | 338 | 95.21% | 95.2 | 57.69% | +34.16% | +7.02% | -12.45% | -10.82% | 08:43 | 05:31 | 07:39 | 08:32 | 09:27 | 15:41 | 01:48 | 01:20 |
 | Vladmir's Offering | 344 | 96.90% | 93.5 | 57.56% | +48.47% | +8.72% | -7.56% | -6.56% | 15:06 | 06:51 | 13:44 | 14:54 | 16:13 | 31:31 | 02:29 | 01:50 |
 | Morbid Mask | 344 | 96.90% | 91.9 | 57.56% | +48.47% | +2.91% | -8.72% | -4.39% | 13:48 | 05:48 | 12:25 | 13:41 | 15:04 | 31:18 | 02:39 | 01:57 |
 | Helm of Iron Will | 339 | 95.49% | 90.3 | 57.52% | +32.52% | -5.76% | -6.93% | -0.88% | 03:35 | 01:27 | 02:41 | 03:19 | 04:01 | 12:14 | 01:20 | 00:59 |
 | Crown | 341 | 96.06% | 88.7 | 57.48% | +36.05% | +1.34% | -11.60% | -7.47% | 05:33 | 01:09 | 04:25 | 05:14 | 06:09 | 29:57 | 01:44 | 01:17 |
 | Buckler | 345 | 97.18% | 87.1 | 57.39% | +47.39% | -7.39% | -0.41% | 2.57% | 11:19 | -01:29 | 09:55 | 11:17 | 12:38 | 23:22 | 02:43 | 02:00 |
 | Ring of Protection | 347 | 97.75% | 85.5 | 57.06% | +44.56% | -0.74% | -0.74% | 0.00% | 09:13 | -01:30 | 08:58 | 10:22 | 11:59 | 23:13 | 03:01 | 02:14 |
 | Ring of Basilius | 348 | 98.03% | 83.9 | 56.90% | +42.61% | -8.62% | +2.87% | 3.79% | 09:36 | 00:21 | 08:25 | 10:04 | 11:27 | 25:13 | 03:02 | 02:14 |
 | Blink Dagger | 214 | 60.28% | 82.3 | 58.41% | +5.93% | +11.96% | +0.08% | -1.52% | 27:26 | 14:56 | 23:08 | 26:44 | 30:58 | 51:36 | 07:50 | 05:48 |
 | Quelling Blade | 315 | 88.73% | 80.6 | 56.83% | +6.83% | -9.99% | +8.99% | 0.00% | -01:23 | -01:30 | -01:29 | -01:29 | -01:29 | 22:02 | 00:00 | 00:00 |
 | Boots of Speed | 354 | 99.72% | 79.0 | 55.93% | -44.07% | -2.00% | -8.20% | -1.71% | 11:23 | -01:29 | 08:55 | 10:21 | 12:32 | 38:19 | 03:37 | 02:40 |
 | Wind Lace | 171 | 48.17% | 77.4 | 57.89% | +3.54% | -2.08% | +0.25% | 0.43% | 19:24 | -01:29 | 16:29 | 18:48 | 21:55 | 42:55 | 05:26 | 04:01 |
 | Drum of Endurance | 74 | 20.85% | 75.8 | 62.16% | +7.71% | -4.27% | -6.60% | -0.35% | 22:38 | 08:30 | 19:08 | 21:30 | 25:44 | 36:50 | 06:36 | 04:53 |
 | Magic Stick | 161 | 45.35% | 74.2 | 57.14% | +1.99% | +10.36% | +12.86% | 0.32% | 04:01 | -01:29 | -01:29 | -01:28 | 09:20 | 32:24 | 10:49 | 08:00 |
 | Magic Wand | 122 | 34.37% | 72.6 | 57.38% | +2.02% | -8.99% | +9.29% | 1.24% | 09:37 | -01:30 | -01:29 | 10:45 | 16:14 | 32:24 | 17:43 | 13:07 |
 | Aghanim's Shard | 220 | 61.97% | 71.0 | 54.55% | -3.97% | +14.54% | 0.00% | -2.21% | 24:26 | 15:49 | 20:33 | 22:56 | 27:08 | 46:13 | 06:35 | 04:52 |
 | Void Stone | 82 | 23.10% | 69.4 | 57.32% | +1.64% | -0.18% | -17.32% | -1.92% | 35:15 | 15:02 | 31:07 | 35:41 | 40:02 | 54:14 | 08:55 | 06:36 |
 | Ring of Health | 57 | 16.06% | 67.7 | 59.65% | +4.28% | +11.78% | -31.08% | -2.91% | 35:06 | 17:33 | 26:04 | 35:50 | 40:48 | 50:47 | 14:44 | 10:54 |
 | Hood of Defiance | 8 | 2.25% | 66.1 | 87.50% | +32.17% | +12.50% | +12.50% | 0.00% | 23:35 | 18:02 | 20:59 | 22:02 | 24:20 | 31:37 | 03:21 | 02:28 |
 | Headdress | 8 | 2.25% | 64.5 | 87.50% | +32.17% | +12.50% | +12.50% | 0.00% | 25:12 | 21:35 | 21:57 | 24:05 | 24:23 | 31:13 | 02:26 | 01:48 |
 | Tranquil Boots | 24 | 6.76% | 62.9 | 62.50% | +6.91% | +37.50% | -12.50% | -4.35% | 29:44 | 04:23 | 22:22 | 30:39 | 33:51 | 45:27 | 11:29 | 08:30 |
 | Solar Crest | 22 | 6.20% | 61.3 | 63.64% | +8.08% | +3.03% | -23.64% | -3.15% | 25:51 | 14:13 | 20:58 | 25:24 | 29:26 | 42:14 | 08:28 | 06:16 |
 | Aether Lens | 31 | 8.73% | 59.7 | 58.06% | +2.20% | -20.56% | +16.94% | 3.39% | 32:41 | 15:09 | 26:36 | 32:19 | 37:39 | 56:10 | 11:03 | 08:11 |
 | Medallion of Courage | 29 | 8.17% | 58.1 | 58.62% | +2.79% | -1.48% | -15.76% | -1.87% | 23:04 | 04:33 | 19:08 | 23:38 | 26:46 | 48:26 | 07:38 | 05:39 |
 | Pipe of Insight | 7 | 1.97% | 56.5 | 85.71% | +30.25% | +14.29% | +14.29% | 0.00% | 26:08 | 22:47 | 23:17 | 25:16 | 26:34 | 30:43 | 03:17 | 02:25 |
 | Blight Stone | 30 | 8.45% | 54.8 | 56.67% | +0.67% | +5.83% | -28.10% | -4.37% | 23:29 | 04:03 | 19:15 | 23:38 | 27:01 | 48:26 | 07:46 | 05:45 |
 | Octarine Core | 17 | 4.79% | 53.2 | 64.71% | +9.09% | -14.71% | +35.29% | 0.00% | 39:46 | 22:48 | 35:38 | 40:05 | 44:17 | 55:07 | 08:39 | 06:24 |
 | Chainmail | 43 | 12.11% | 51.6 | 51.16% | -5.57% | -32.98% | +3.39% | 2.95% | 19:40 | 02:36 | 11:50 | 20:06 | 24:10 | 48:26 | 12:20 | 09:08 |
 | Scythe of Vyse | 12 | 3.38% | 50.0 | 66.67% | +10.98% | +33.33% | -33.34% | 0.00% | 40:54 | 31:16 | 34:52 | 40:01 | 44:52 | 48:55 | 10:00 | 07:24 |
 | Refresher Orb | 25 | 7.04% | 48.4 | 52.00% | -4.36% | +31.33% | -18.67% | -6.30% | 44:53 | 33:59 | 40:36 | 44:22 | 48:32 | 1:01:57 | 07:56 | 05:52 |
 | Arcane Boots | 31 | 8.73% | 46.8 | 48.39% | -8.40% | -23.39% | +14.11% | 3.02% | 28:54 | 08:29 | 22:44 | 26:31 | 35:08 | 54:58 | 12:24 | 09:11 |
 | Lotus Orb | 17 | 4.79% | 45.2 | 52.94% | -3.27% | +22.06% | -27.94% | 0.00% | 34:54 | 21:13 | 27:09 | 32:56 | 36:10 | 1:07:19 | 09:01 | 06:40 |
 | Wraith Pact | 23 | 6.48% | 43.5 | 47.83% | -8.80% | +2.17% | +18.84% | 6.25% | 19:46 | 13:39 | 17:19 | 18:37 | 19:59 | 38:22 | 02:40 | 01:58 |
 | Boots of Bearing | 16 | 4.51% | 41.9 | 50.00% | -6.34% | +25.00% | 0.00% | 0.00% | 33:52 | 22:22 | 30:38 | 32:25 | 34:16 | 45:42 | 03:38 | 02:41 |
 | Soul Ring | 6 | 1.69% | 40.3 | 66.67% | +10.80% | +33.33% | -66.67% | 0.00% | 12:37 | 02:45 | 06:37 | 08:45 | 12:05 | 36:09 | 05:28 | 04:02 |
 | Aeon Disk | 4 | 1.13% | 38.7 | 75.00% | +19.16% | +25.00% | +25.00% | 0.00% | 50:43 | 42:39 | 42:39 | 46:38 | 54:30 | 59:03 | 11:51 | 08:46 |
 | Bracer | 4 | 1.13% | 37.1 | 75.00% | +19.16% | +25.00% | +25.00% | 0.00% | 04:09 | -01:29 | -01:29 | 02:26 | 03:37 | 12:01 | 05:06 | 03:46 |
 | Eul's Scepter of Divinity | 2 | 0.56% | 35.5 | 100.00% | +44.19% | 0.00% | 0.00% | 0.00% | 44:01 | 33:15 | 33:15 | 54:46 | 54:46 | 54:46 | 21:31 | 15:56 |
 | Fluffy Hat | 23 | 6.48% | 33.9 | 34.78% | -22.75% | +31.89% | -18.11% | -5.09% | 32:01 | 05:22 | 27:39 | 35:00 | 37:28 | 51:08 | 09:49 | 07:16 |
 | Aghanim's Scepter | 9 | 2.54% | 32.3 | 44.44% | -11.92% | +5.56% | +55.56% | 0.00% | 33:16 | 17:31 | 18:14 | 30:44 | 41:41 | 1:01:49 | 23:27 | 17:22 |
 | Phase Boots | 18 | 5.07% | 30.6 | 33.33% | -23.94% | -13.33% | +16.67% | 0.00% | 15:57 | 06:00 | 10:07 | 14:36 | 23:07 | 25:48 | 13:00 | 09:37 |
 | Ghost Scepter | 6 | 1.69% | 29.0 | 50.00% | -6.16% | 0.00% | +50.00% | 0.00% | 35:25 | 23:52 | 32:23 | 32:49 | 36:53 | 52:37 | 04:30 | 03:20 |
 | Sange | 11 | 3.10% | 27.4 | 36.36% | -20.33% | -3.03% | -36.36% | 0.00% | 32:32 | 20:21 | 28:16 | 30:25 | 36:22 | 50:28 | 08:06 | 06:00 |
 | Force Staff | 19 | 5.35% | 25.8 | 26.32% | -31.42% | +33.68% | -26.32% | -6.95% | 36:25 | 19:36 | 31:06 | 36:45 | 39:44 | 58:28 | 08:38 | 06:23 |
 | Orchid Malevolence | 4 | 1.13% | 24.2 | 50.00% | -6.13% | -50.00% | +50.00% | 0.00% | 18:38 | 09:55 | 09:55 | 15:12 | 15:49 | 33:37 | 05:54 | 04:22 |
 | Power Treads | 1 | 0.28% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.28% | 21.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.28% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:50 | 50:50 | 50:50 | 50:50 | 50:50 | 50:50 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.28% | 17.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 00:00 | 00:00 |
 | Heaven's Halberd | 10 | 2.82% | 16.1 | 30.00% | -26.81% | +3.33% | -30.00% | 0.00% | 34:14 | 21:40 | 31:07 | 33:23 | 37:14 | 50:34 | 06:07 | 04:31 |
 | Crimson Guard | 2 | 0.56% | 14.5 | 50.00% | -6.09% | -50.00% | 0.00% | 0.00% | 21:30 | 18:34 | 18:34 | 24:25 | 24:25 | 24:25 | 05:51 | 04:20 |
 | Vanguard | 2 | 0.56% | 12.9 | 50.00% | -6.09% | -50.00% | 0.00% | 0.00% | 20:20 | 18:34 | 18:34 | 22:06 | 22:06 | 22:06 | 03:32 | 02:37 |
 | Orb of Venom | 2 | 0.56% | 11.3 | 50.00% | -6.09% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Linken's Sphere | 3 | 0.85% | 9.7 | 33.33% | -22.92% | +66.67% | 0.00% | 0.00% | 41:47 | 39:06 | 39:06 | 40:06 | 46:09 | 46:09 | 07:03 | 05:13 |
 | Nullifier | 1 | 0.28% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:31 | 53:31 | 53:31 | 53:31 | 53:31 | 53:31 | 00:00 | 00:00 |
 | Bottle | 1 | 0.28% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.28% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:32 | 52:32 | 52:32 | 52:32 | 52:32 | 52:32 | 00:00 | 00:00 |
 | Javelin | 1 | 0.28% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.28% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 00:00 | 00:00 |