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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 | |
 | Linken's Sphere | 114 | 18.07% | 100.0 | 69.30% | +22.30% | -0.33% | -1.44% | -0.09% | 29:05 | 15:20 | 23:20 | 27:56 | 35:05 | 48:13 | 11:45 | 08:42 |
 | Ring of Health | 264 | 41.84% | 98.7 | 62.50% | +19.72% | -4.92% | +2.65% | 0.39% | 23:36 | 01:46 | 13:29 | 24:58 | 33:02 | 1:12:50 | 19:33 | 14:28 |
 | Void Stone | 351 | 55.63% | 97.5 | 59.83% | +19.83% | +6.08% | +1.53% | -0.41% | 26:04 | 07:21 | 19:30 | 24:32 | 30:39 | 1:12:50 | 11:09 | 08:15 |
 | Skull Basher | 281 | 44.53% | 96.2 | 58.72% | +13.86% | +5.57% | -5.86% | -1.33% | 30:03 | 15:01 | 25:14 | 29:37 | 33:49 | 51:33 | 08:35 | 06:21 |
 | Aeon Disk | 102 | 16.16% | 94.9 | 62.75% | +13.98% | +6.48% | +5.25% | -0.14% | 36:42 | 19:09 | 32:38 | 35:54 | 41:16 | 57:20 | 08:38 | 06:23 |
 | Lotus Orb | 70 | 11.09% | 93.7 | 64.29% | +14.91% | +13.49% | +12.18% | -0.14% | 28:13 | 16:28 | 22:35 | 27:31 | 31:57 | 46:38 | 09:22 | 06:56 |
 | Aether Lens | 31 | 4.91% | 92.4 | 70.97% | +20.97% | +4.03% | -8.47% | -1.76% | 39:38 | 20:02 | 36:18 | 39:28 | 43:25 | 50:03 | 07:07 | 05:16 |
 | Aghanim's Scepter | 100 | 15.85% | 91.1 | 60.00% | +10.66% | +16.00% | -8.00% | -2.56% | 31:18 | 18:24 | 25:43 | 30:51 | 35:06 | 57:37 | 09:23 | 06:57 |
 | Orb of Corrosion | 366 | 58.00% | 89.9 | 54.10% | +7.31% | -4.10% | -2.45% | 0.38% | 07:36 | 02:39 | 05:05 | 06:47 | 09:27 | 24:21 | 04:22 | 03:14 |
 | Magic Wand | 559 | 88.59% | 88.6 | 52.95% | +16.84% | -2.24% | -2.95% | -0.13% | 07:24 | -01:30 | 04:15 | 06:56 | 09:31 | 27:28 | 05:16 | 03:54 |
 | Magic Stick | 597 | 94.61% | 87.3 | 52.60% | +29.07% | -4.95% | +3.78% | 2.15% | 03:08 | -01:30 | -01:23 | 02:22 | 05:27 | 18:42 | 06:50 | 05:03 |
 | Quelling Blade | 545 | 86.37% | 86.1 | 52.48% | +10.62% | +2.67% | -1.01% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 12:27 | 00:00 | 00:00 |
 | Diffusal Blade | 301 | 47.70% | 84.8 | 54.15% | +5.97% | +8.52% | -4.82% | -5.89% | 14:03 | 09:35 | 12:50 | 13:52 | 15:06 | 29:02 | 02:16 | 01:40 |
 | Morbid Mask | 30 | 4.75% | 83.5 | 70.00% | +19.92% | -7.50% | -12.86% | -0.38% | 25:19 | 08:37 | 18:24 | 22:17 | 32:39 | 43:14 | 14:15 | 10:33 |
 | Eul's Scepter of Divinity | 150 | 23.77% | 82.3 | 56.67% | +7.40% | +11.75% | +2.79% | -1.15% | 25:31 | 12:03 | 21:27 | 24:02 | 29:16 | 59:23 | 07:49 | 05:47 |
 | Bottle | 306 | 48.49% | 81.0 | 53.59% | +4.97% | +3.55% | -0.96% | -4.51% | 01:48 | 00:22 | 01:20 | 01:34 | 01:47 | 07:20 | 00:27 | 00:20 |
 | Orb of Venom | 392 | 62.12% | 79.7 | 52.81% | +4.69% | -2.81% | +0.25% | 0.60% | 05:20 | -01:29 | 02:26 | 04:42 | 07:34 | 17:54 | 05:08 | 03:48 |
 | Blink Dagger | 564 | 89.38% | 78.5 | 51.77% | +6.99% | +4.26% | +1.42% | -0.52% | 19:37 | 11:03 | 16:10 | 18:30 | 21:37 | 46:00 | 05:27 | 04:02 |
 | Fluffy Hat | 382 | 60.54% | 77.2 | 52.62% | +4.03% | -4.70% | -3.15% | 0.33% | 06:42 | -01:29 | 04:06 | 05:49 | 08:47 | 25:30 | 04:41 | 03:28 |
 | Aghanim's Shard | 516 | 81.77% | 75.9 | 51.74% | +3.91% | +0.97% | -2.90% | -0.60% | 22:52 | 15:01 | 18:58 | 22:06 | 25:23 | 58:08 | 06:25 | 04:45 |
 | Blight Stone | 429 | 67.99% | 74.7 | 52.21% | +3.70% | +3.86% | -1.74% | -2.18% | 04:15 | -01:29 | 02:38 | 03:23 | 05:12 | 15:52 | 02:34 | 01:54 |
 | Boots of Speed | 627 | 99.37% | 73.4 | 50.88% | -24.12% | +2.62% | -2.47% | -2.17% | 05:57 | -01:29 | 04:31 | 05:38 | 06:52 | 15:47 | 02:21 | 01:44 |
 | Arcane Boots | 425 | 67.35% | 72.2 | 51.76% | +2.25% | +3.90% | -1.76% | -2.01% | 10:11 | 03:55 | 07:30 | 08:35 | 10:19 | 37:35 | 02:49 | 02:05 |
 | Vanguard | 54 | 8.56% | 70.9 | 61.11% | +11.02% | -3.97% | +0.43% | 0.14% | 25:03 | 04:52 | 07:17 | 29:05 | 38:26 | 53:25 | 31:09 | 23:04 |
 | Wind Lace | 184 | 29.16% | 69.6 | 53.26% | +3.15% | +5.44% | -1.09% | -0.65% | 22:09 | -01:29 | 17:11 | 21:32 | 27:13 | 58:56 | 10:02 | 07:25 |
 | Wraith Pact | 19 | 3.01% | 68.4 | 73.68% | +23.35% | +6.32% | +6.32% | 0.00% | 25:45 | 16:30 | 22:03 | 26:24 | 28:50 | 32:27 | 06:47 | 05:01 |
 | Octarine Core | 25 | 3.96% | 67.1 | 68.00% | +17.67% | +15.33% | -18.00% | 0.00% | 39:51 | 20:02 | 35:30 | 39:58 | 42:23 | 52:26 | 06:53 | 05:05 |
 | Vladmir's Offering | 25 | 3.96% | 65.8 | 68.00% | +17.67% | -1.33% | -18.00% | 0.00% | 24:24 | 13:00 | 17:50 | 23:39 | 28:42 | 43:25 | 10:52 | 08:02 |
 | Buckler | 31 | 4.91% | 64.6 | 64.52% | +14.19% | +10.48% | -2.02% | -1.15% | 23:19 | 09:29 | 16:32 | 22:55 | 27:24 | 43:14 | 10:52 | 08:02 |
 | Overwhelming Blink | 31 | 4.91% | 63.3 | 64.52% | +14.19% | -2.02% | -14.52% | -1.33% | 44:23 | 32:05 | 37:56 | 43:51 | 47:21 | 1:02:16 | 09:25 | 06:58 |
 | Ring of Protection | 147 | 23.30% | 62.0 | 51.02% | -0.01% | -7.78% | +8.44% | 2.36% | 05:05 | -01:29 | -01:29 | 02:02 | 08:22 | 35:03 | 09:51 | 07:17 |
 | Refresher Orb | 28 | 4.44% | 60.8 | 64.29% | +13.88% | +21.42% | -7.15% | -3.70% | 41:37 | 31:21 | 36:39 | 40:12 | 44:22 | 1:13:03 | 07:43 | 05:42 |
 | Ring of Basilius | 34 | 5.39% | 59.5 | 61.76% | +11.34% | +16.02% | +13.24% | -0.17% | 20:12 | 01:55 | 11:22 | 17:57 | 27:24 | 43:14 | 16:02 | 11:52 |
 | Urn of Shadows | 95 | 15.06% | 58.2 | 49.47% | -1.84% | +4.70% | +4.70% | 0.00% | 06:23 | 02:09 | 03:49 | 05:04 | 08:45 | 17:08 | 04:56 | 03:39 |
 | Abyssal Blade | 28 | 4.44% | 57.0 | 60.71% | +10.13% | +10.72% | -3.57% | -1.07% | 40:53 | 29:28 | 33:47 | 38:32 | 47:07 | 53:25 | 13:20 | 09:52 |
 | Black King Bar | 61 | 9.67% | 55.7 | 52.46% | +1.58% | +7.54% | -12.46% | -2.07% | 29:07 | 19:29 | 23:02 | 26:41 | 32:43 | 53:02 | 09:41 | 07:10 |
 | Mage Slayer | 5 | 0.79% | 54.4 | 100.00% | +49.36% | 0.00% | 0.00% | 0.00% | 28:59 | 19:44 | 19:44 | 30:56 | 35:23 | 36:37 | 15:39 | 11:35 |
 | Spirit Vessel | 62 | 9.83% | 53.2 | 51.61% | +0.64% | +17.14% | -11.61% | -8.25% | 15:04 | 09:35 | 12:57 | 14:18 | 16:26 | 31:05 | 03:29 | 02:34 |
 | Power Treads | 65 | 10.30% | 51.9 | 50.77% | -0.29% | -7.02% | -7.02% | 0.00% | 14:19 | 07:25 | 09:38 | 13:24 | 16:17 | 44:39 | 06:39 | 04:55 |
 | Bracer | 49 | 7.77% | 50.6 | 53.06% | +2.20% | -11.39% | +5.27% | 12.34% | 03:36 | -01:29 | 01:52 | 02:15 | 03:13 | 36:40 | 01:21 | 01:00 |
 | Wraith Band | 33 | 5.23% | 49.4 | 54.55% | +3.71% | -17.05% | -4.55% | 8.33% | 03:18 | -01:29 | 01:37 | 02:23 | 03:07 | 22:50 | 01:30 | 01:06 |
 | Shiva's Guard | 18 | 2.85% | 48.1 | 61.11% | +10.38% | -1.11% | -36.11% | 0.00% | 36:46 | 29:33 | 32:40 | 37:08 | 38:37 | 52:23 | 05:57 | 04:24 |
 | Crimson Guard | 4 | 0.63% | 46.8 | 100.00% | +49.28% | 0.00% | 0.00% | 0.00% | 18:53 | 14:06 | 14:06 | 15:10 | 19:49 | 26:26 | 05:43 | 04:14 |
 | Hood of Defiance | 8 | 1.27% | 45.6 | 75.00% | +24.28% | +25.00% | +25.00% | 0.00% | 18:21 | 09:03 | 10:51 | 13:21 | 18:13 | 43:22 | 07:22 | 05:27 |
 | Javelin | 55 | 8.72% | 44.3 | 41.82% | -10.09% | +8.18% | -6.11% | -0.98% | 20:39 | 03:16 | 10:12 | 17:46 | 24:49 | 57:32 | 14:37 | 10:49 |
 | Helm of Iron Will | 7 | 1.11% | 43.0 | 71.43% | +20.63% | +28.57% | -71.43% | 0.00% | 25:08 | 02:49 | 12:27 | 19:04 | 25:58 | 52:26 | 13:31 | 10:00 |
 | Guardian Greaves | 3 | 0.48% | 41.8 | 100.00% | +49.20% | 0.00% | 0.00% | 0.00% | 25:56 | 19:44 | 19:44 | 26:32 | 31:31 | 31:31 | 11:47 | 08:43 |
 | Satanic | 5 | 0.79% | 40.5 | 80.00% | +29.20% | +20.00% | +20.00% | 0.00% | 38:06 | 33:49 | 33:49 | 39:01 | 40:12 | 42:32 | 06:23 | 04:43 |
 | Aghanim's Blessing | 10 | 1.58% | 39.2 | 60.00% | +9.11% | +6.67% | -10.00% | 0.00% | 51:57 | 41:17 | 42:56 | 51:55 | 58:08 | 1:08:04 | 15:12 | 11:15 |
 | Headdress | 10 | 1.58% | 38.0 | 60.00% | +9.11% | -26.67% | +40.00% | 0.00% | 13:23 | -01:29 | 02:54 | 08:37 | 24:13 | 42:57 | 21:19 | 15:47 |
 | Maelstrom | 47 | 7.45% | 36.7 | 36.17% | -16.06% | +5.50% | +5.50% | 0.00% | 23:21 | 09:52 | 15:09 | 19:23 | 25:02 | 57:32 | 09:53 | 07:19 |
 | Tranquil Boots | 14 | 2.22% | 35.4 | 50.00% | -1.05% | +25.00% | -16.67% | 0.00% | 15:57 | 06:26 | 07:59 | 10:02 | 13:15 | 52:20 | 05:16 | 03:54 |
 | Sange | 22 | 3.49% | 34.2 | 40.91% | -10.49% | +9.09% | -40.91% | 0.00% | 29:44 | 18:43 | 25:18 | 30:29 | 34:37 | 39:40 | 09:19 | 06:54 |
 | Heaven's Halberd | 20 | 3.17% | 32.9 | 40.00% | -11.39% | +20.00% | -20.00% | 0.00% | 31:12 | 20:51 | 26:17 | 31:39 | 34:20 | 40:06 | 08:03 | 05:57 |
 | Bloodthorn | 4 | 0.63% | 31.6 | 75.00% | +24.12% | +25.00% | -75.00% | 0.00% | 40:00 | 35:11 | 35:11 | 38:31 | 39:09 | 47:07 | 03:58 | 02:56 |
 | Wind Waker | 4 | 0.63% | 30.4 | 75.00% | +24.12% | +25.00% | +25.00% | 0.00% | 49:39 | 40:04 | 40:04 | 45:47 | 51:58 | 60:48 | 11:54 | 08:48 |
 | Eye of Skadi | 4 | 0.63% | 29.1 | 75.00% | +24.12% | +25.00% | +25.00% | 0.00% | 41:13 | 29:51 | 29:51 | 39:22 | 40:11 | 55:27 | 10:20 | 07:39 |
 | Mekansm | 5 | 0.79% | 27.8 | 60.00% | +9.04% | +40.00% | +40.00% | 0.00% | 16:12 | 10:10 | 10:10 | 14:20 | 19:06 | 24:19 | 08:56 | 06:37 |
 | Orchid Malevolence | 5 | 0.79% | 26.6 | 60.00% | +9.04% | +40.00% | -60.00% | 0.00% | 38:52 | 35:07 | 35:07 | 38:14 | 39:08 | 46:41 | 04:01 | 02:58 |
 | Chainmail | 5 | 0.79% | 25.3 | 60.00% | +9.04% | +40.00% | +40.00% | 0.00% | 14:09 | 10:10 | 10:10 | 12:20 | 12:32 | 24:13 | 02:22 | 01:45 |
 | Crown | 11 | 1.74% | 24.1 | 36.36% | -14.93% | -3.03% | -3.03% | 0.00% | 41:55 | 09:05 | 36:32 | 44:13 | 49:10 | 59:53 | 12:38 | 09:21 |
 | Soul Ring | 8 | 1.27% | 22.8 | 37.50% | -13.70% | +12.50% | +12.50% | 0.00% | 08:24 | 04:08 | 05:58 | 08:29 | 09:54 | 10:51 | 03:56 | 02:54 |
 | Gleipnir | 9 | 1.43% | 21.5 | 33.33% | -17.96% | +16.67% | +16.67% | 0.00% | 46:53 | 28:15 | 39:00 | 47:51 | 53:22 | 1:01:19 | 14:22 | 10:38 |
 | Rod of Atos | 9 | 1.43% | 20.3 | 33.33% | -17.96% | +16.67% | +16.67% | 0.00% | 46:34 | 27:59 | 38:30 | 47:45 | 53:20 | 60:14 | 14:50 | 10:59 |
 | Scythe of Vyse | 1 | 0.16% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:34 | 46:34 | 46:34 | 46:34 | 46:34 | 46:34 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.16% | 17.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.16% | 16.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:22 | 43:22 | 43:22 | 43:22 | 43:22 | 43:22 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.16% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 00:00 | 00:00 |
 | Monkey King Bar | 5 | 0.79% | 13.9 | 40.00% | -11.12% | +60.00% | -40.00% | 0.00% | 47:09 | 32:26 | 32:26 | 45:45 | 51:19 | 1:07:51 | 18:53 | 13:59 |
 | Force Staff | 2 | 0.32% | 12.7 | 50.00% | -1.03% | -50.00% | 0.00% | 0.00% | 30:41 | 27:50 | 27:50 | 33:31 | 33:31 | 33:31 | 05:41 | 04:12 |
 | Yasha | 1 | 0.16% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.16% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:35 | 22:35 | 22:35 | 22:35 | 22:35 | 22:35 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.16% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.16% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Nullifier | 2 | 0.32% | 6.3 | 0.00% | -51.19% | 0.00% | 0.00% | 0.00% | 51:24 | 49:53 | 49:53 | 52:54 | 52:54 | 52:54 | 03:01 | 02:14 |
 | Meteor Hammer | 1 | 0.16% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:32 | 09:32 | 09:32 | 09:32 | 09:32 | 09:32 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 0.32% | 3.8 | 0.00% | -51.19% | 0.00% | 0.00% | 0.00% | 04:39 | 04:25 | 04:25 | 04:53 | 04:53 | 04:53 | 00:28 | 00:20 |
 | Desolator | 1 | 0.16% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.16% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 00:00 | 00:00 |