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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 | |
 | Morbid Mask | 47 | 26.40% | 100.0 | 76.60% | +23.16% | +6.73% | -1.60% | -1.00% | 25:10 | 15:51 | 20:38 | 23:11 | 28:57 | 47:06 | 08:19 | 06:09 |
 | Vladmir's Offering | 45 | 25.28% | 98.4 | 75.56% | +21.42% | -2.83% | +6.26% | 1.04% | 26:29 | 16:21 | 21:37 | 24:57 | 30:21 | 47:23 | 08:44 | 06:28 |
 | Solar Crest | 43 | 24.16% | 96.8 | 74.42% | +19.61% | -1.69% | +16.49% | 2.16% | 28:02 | 19:12 | 23:30 | 26:40 | 31:55 | 40:11 | 08:25 | 06:14 |
 | Buckler | 62 | 34.83% | 95.2 | 70.97% | +17.52% | +16.53% | -10.97% | -2.26% | 24:16 | 02:04 | 18:12 | 21:43 | 30:21 | 47:23 | 12:09 | 09:00 |
 | Ring of Basilius | 54 | 30.34% | 93.7 | 70.37% | +15.53% | +8.20% | -8.83% | -1.59% | 22:38 | 02:19 | 17:36 | 20:31 | 28:20 | 47:06 | 10:44 | 07:57 |
 | Medallion of Courage | 62 | 34.83% | 92.1 | 67.74% | +12.57% | +1.01% | +25.59% | 2.84% | 22:51 | 03:46 | 18:26 | 21:04 | 27:05 | 36:07 | 08:39 | 06:24 |
 | Ring of Protection | 84 | 47.19% | 90.5 | 65.48% | +11.22% | -8.34% | +1.19% | 0.49% | 11:13 | -01:29 | -01:29 | -01:16 | 20:57 | 47:04 | 22:26 | 16:37 |
 | Necronomicon (level 3) | 172 | 96.63% | 88.9 | 61.05% | +44.38% | +22.67% | -14.54% | -11.39% | 15:12 | 10:30 | 13:11 | 14:54 | 16:27 | 32:51 | 03:16 | 02:25 |
 | Boots of Speed | 174 | 97.75% | 87.3 | 60.34% | +35.34% | +5.57% | -2.20% | -1.36% | 11:21 | 01:41 | 08:42 | 11:30 | 14:25 | 20:20 | 05:43 | 04:14 |
 | Chainmail | 74 | 41.57% | 85.7 | 64.86% | +9.09% | +3.56% | +24.03% | 2.17% | 21:44 | 03:46 | 16:52 | 20:20 | 26:17 | 39:24 | 09:25 | 06:58 |
 | Necronomicon (level 2) | 175 | 98.31% | 84.1 | 60.00% | +26.67% | +12.73% | -16.82% | -10.55% | 12:15 | 07:35 | 10:31 | 11:45 | 13:19 | 32:51 | 02:48 | 02:04 |
 | Blight Stone | 66 | 37.08% | 82.5 | 65.15% | +8.90% | -0.44% | +22.35% | 2.40% | 22:03 | 02:42 | 17:35 | 20:53 | 27:05 | 58:08 | 09:30 | 07:02 |
 | Necronomicon | 178 | 100.00% | 81.0 | 59.55% | +59.55% | +11.56% | -11.82% | -9.54% | 08:24 | 05:43 | 07:00 | 08:05 | 09:27 | 14:58 | 02:27 | 01:48 |
 | Quelling Blade | 170 | 95.51% | 79.4 | 59.41% | -3.09% | -5.92% | +2.49% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 01:18 | 00:00 | 00:00 |
 | Magic Stick | 100 | 56.18% | 77.8 | 62.00% | +5.59% | +2.00% | +2.00% | 0.00% | 03:08 | -01:29 | -01:29 | 00:54 | 02:21 | 22:18 | 03:50 | 02:50 |
 | Wind Lace | 83 | 46.63% | 76.2 | 62.65% | +5.81% | +13.54% | +18.30% | 0.52% | 22:11 | 09:55 | 16:29 | 20:49 | 25:38 | 1:14:08 | 09:09 | 06:46 |
 | Blink Dagger | 103 | 57.87% | 74.6 | 61.17% | +3.84% | +11.91% | -15.02% | -3.57% | 24:13 | 14:28 | 19:59 | 23:41 | 27:32 | 42:33 | 07:33 | 05:35 |
 | Aghanim's Shard | 28 | 15.73% | 73.0 | 71.43% | +14.10% | +14.28% | -28.57% | -3.73% | 30:18 | 20:03 | 23:34 | 27:32 | 35:03 | 57:16 | 11:29 | 08:30 |
 | Magic Wand | 47 | 26.40% | 71.4 | 65.96% | +8.71% | +9.04% | -15.96% | -1.63% | 09:59 | 01:44 | 02:42 | 05:39 | 18:05 | 24:43 | 15:23 | 11:23 |
 | Pipe of Insight | 17 | 9.55% | 69.8 | 76.47% | +18.71% | +23.53% | -1.47% | -4.75% | 24:51 | 19:58 | 21:54 | 23:23 | 27:10 | 32:57 | 05:16 | 03:54 |
 | Ring of Health | 31 | 17.42% | 68.3 | 67.74% | +9.92% | +7.26% | +7.26% | 0.00% | 24:59 | 16:18 | 19:49 | 22:18 | 26:55 | 41:25 | 07:06 | 05:15 |
 | Headdress | 19 | 10.67% | 66.7 | 73.68% | +15.82% | -13.68% | -13.68% | 0.00% | 21:36 | 01:34 | 18:23 | 20:54 | 23:26 | 33:45 | 05:03 | 03:44 |
 | Black King Bar | 67 | 37.64% | 65.1 | 59.70% | +0.24% | +10.89% | -24.41% | -4.93% | 29:46 | 19:27 | 25:30 | 29:37 | 32:40 | 48:50 | 07:10 | 05:18 |
 | Hood of Defiance | 20 | 11.24% | 63.5 | 65.00% | +6.14% | +15.00% | -5.00% | -5.48% | 21:12 | 16:18 | 19:15 | 20:35 | 22:54 | 26:55 | 03:39 | 02:42 |
 | Lotus Orb | 6 | 3.37% | 61.9 | 83.33% | +24.61% | +16.67% | +16.67% | 0.00% | 35:15 | 29:16 | 30:38 | 35:39 | 37:52 | 41:41 | 07:14 | 05:21 |
 | Helm of Iron Will | 6 | 3.37% | 60.3 | 83.33% | +24.61% | -33.33% | +16.67% | 0.00% | 22:37 | 16:06 | 17:07 | 19:52 | 26:50 | 32:57 | 09:43 | 07:11 |
 | Tranquil Boots | 8 | 4.49% | 58.7 | 75.00% | +16.18% | +25.00% | -25.00% | -5.13% | 24:14 | 10:55 | 17:08 | 24:26 | 26:53 | 37:10 | 09:45 | 07:13 |
 | Drum of Endurance | 12 | 6.74% | 57.1 | 58.33% | -1.31% | -25.00% | +8.34% | 4.77% | 20:08 | 14:43 | 16:43 | 18:12 | 23:42 | 27:17 | 06:59 | 05:10 |
 | Phase Boots | 13 | 7.30% | 55.6 | 53.85% | -6.15% | +12.82% | +12.82% | 0.00% | 17:52 | 06:29 | 15:21 | 16:56 | 22:23 | 24:55 | 07:02 | 05:12 |
 | Orb of Venom | 13 | 7.30% | 54.0 | 53.85% | -6.15% | -53.85% | +46.15% | 100.00% | 01:53 | 01:04 | 01:24 | 01:55 | 02:05 | 02:50 | 00:41 | 00:30 |
 | Arcane Boots | 6 | 3.37% | 52.4 | 66.67% | +7.37% | +33.33% | -66.67% | 0.00% | 34:25 | 25:02 | 30:03 | 34:20 | 38:54 | 41:52 | 08:51 | 06:33 |
 | Ghost Scepter | 6 | 3.37% | 50.8 | 66.67% | +7.37% | -16.67% | -66.67% | 0.00% | 28:32 | 21:27 | 24:39 | 26:10 | 31:59 | 36:19 | 07:20 | 05:25 |
 | Void Stone | 15 | 8.43% | 49.2 | 46.67% | -14.07% | +53.33% | -21.67% | -14.85% | 40:11 | 29:06 | 36:22 | 38:54 | 41:25 | 1:11:02 | 05:03 | 03:44 |
 | Crown | 4 | 2.25% | 47.6 | 75.00% | +15.80% | +25.00% | -75.00% | 0.00% | 27:14 | 03:37 | 03:37 | 17:58 | 19:52 | 1:07:29 | 16:15 | 12:02 |
 | Crimson Guard | 4 | 2.25% | 46.0 | 75.00% | +15.80% | +25.00% | +25.00% | 0.00% | 27:46 | 23:43 | 23:43 | 24:16 | 29:24 | 33:42 | 05:41 | 04:12 |
 | Vanguard | 4 | 2.25% | 44.4 | 75.00% | +15.80% | +25.00% | +25.00% | 0.00% | 25:48 | 20:19 | 20:19 | 24:12 | 25:45 | 32:55 | 05:26 | 04:01 |
 | Force Staff | 7 | 3.93% | 42.9 | 57.14% | -2.51% | +42.86% | -57.14% | 0.00% | 28:41 | 20:51 | 24:47 | 27:13 | 29:09 | 39:09 | 04:22 | 03:14 |
 | Assault Cuirass | 7 | 3.93% | 41.3 | 57.14% | -2.51% | +42.86% | -57.14% | 0.00% | 41:50 | 30:10 | 39:03 | 43:51 | 43:59 | 47:34 | 04:56 | 03:39 |
 | Helm of the Dominator | 2 | 1.12% | 39.7 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 21:10 | 20:27 | 20:27 | 21:52 | 21:52 | 21:52 | 01:25 | 01:02 |
 | Bracer | 14 | 7.87% | 38.1 | 42.86% | -18.12% | -17.86% | +23.81% | 22.13% | 04:58 | -01:29 | 01:34 | 02:07 | 03:27 | 25:44 | 01:53 | 01:23 |
 | Aghanim's Scepter | 8 | 4.49% | 36.5 | 50.00% | -10.00% | +50.00% | 0.00% | -4.28% | 38:55 | 30:23 | 31:54 | 38:38 | 43:35 | 45:16 | 11:41 | 08:39 |
 | Fluffy Hat | 4 | 2.25% | 34.9 | 50.00% | -9.77% | -50.00% | +50.00% | 0.00% | 07:08 | 02:42 | 02:42 | 05:17 | 05:22 | 15:12 | 02:40 | 01:58 |
 | Glimmer Cape | 1 | 0.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.56% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.56% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 0.56% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.56% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:03 | 02:03 | 02:03 | 02:03 | 02:03 | 02:03 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.56% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:12 | 57:12 | 57:12 | 57:12 | 57:12 | 57:12 | 00:00 | 00:00 |
 | Sange | 1 | 0.56% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.56% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.56% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 00:00 | 00:00 |
 | Kaya | 2 | 1.12% | 19.0 | 50.00% | -9.66% | +50.00% | 0.00% | 0.00% | 49:17 | 47:41 | 47:41 | 50:53 | 50:53 | 50:53 | 03:12 | 02:22 |
 | Aghanim's Blessing | 2 | 1.12% | 17.5 | 50.00% | -9.66% | +50.00% | 0.00% | 0.00% | 1:04:24 | 47:43 | 47:43 | 1:21:04 | 1:21:04 | 1:21:04 | 33:21 | 24:42 |
 | Orb of Corrosion | 3 | 1.69% | 15.9 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 05:04 | 03:21 | 03:21 | 05:48 | 06:04 | 06:04 | 02:43 | 02:00 |
 | Aether Lens | 3 | 1.69% | 14.3 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 41:15 | 38:59 | 38:59 | 42:01 | 42:45 | 42:45 | 03:46 | 02:47 |
 | Wind Waker | 1 | 0.56% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:44 | 1:14:44 | 1:14:44 | 1:14:44 | 1:14:44 | 1:14:44 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.56% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 1.12% | 9.5 | 0.00% | -60.23% | 0.00% | 0.00% | 0.00% | 54:22 | 37:41 | 37:41 | 1:11:02 | 1:11:02 | 1:11:02 | 33:21 | 24:42 |
 | Eul's Scepter of Divinity | 1 | 0.56% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:44 | 1:14:44 | 1:14:44 | 1:14:44 | 1:14:44 | 1:14:44 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.56% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:07 | 1:22:07 | 1:22:07 | 1:22:07 | 1:22:07 | 1:22:07 | 00:00 | 00:00 |
 | Desolator | 1 | 0.56% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:08 | 58:08 | 58:08 | 58:08 | 58:08 | 58:08 | 00:00 | 00:00 |
 | Bottle | 1 | 0.56% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:33 | 02:33 | 02:33 | 02:33 | 02:33 | 02:33 | 00:00 | 00:00 |
 | Dagon | 1 | 0.56% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:29 | 1:07:29 | 1:07:29 | 1:07:29 | 1:07:29 | 1:07:29 | 00:00 | 00:00 |