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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 | |
 | Octarine Core | 17 | 5.47% | 100.0 | 88.24% | +35.86% | +11.76% | -13.24% | -1.88% | 38:59 | 18:52 | 28:53 | 38:33 | 42:11 | 1:50:06 | 13:18 | 09:51 |
 | Heaven's Halberd | 93 | 29.90% | 98.8 | 69.89% | +22.18% | +25.76% | -17.72% | -6.59% | 27:59 | 16:17 | 24:18 | 27:28 | 30:54 | 44:29 | 06:36 | 04:53 |
 | Sange | 108 | 34.73% | 97.7 | 67.59% | +20.30% | +13.89% | -19.44% | -4.73% | 25:58 | 15:35 | 21:39 | 25:13 | 28:42 | 43:25 | 07:03 | 05:13 |
 | Cornucopia | 8 | 2.57% | 96.5 | 100.00% | +46.86% | 0.00% | 0.00% | 0.00% | 46:12 | 33:21 | 36:37 | 42:50 | 54:12 | 56:47 | 17:35 | 13:01 |
 | Buckler | 162 | 52.09% | 95.3 | 62.96% | +17.99% | +7.77% | -2.96% | -0.84% | 23:37 | 09:19 | 16:25 | 20:50 | 29:12 | 53:28 | 12:47 | 09:28 |
 | Shiva's Guard | 33 | 10.61% | 94.2 | 72.73% | +20.57% | +2.27% | +2.27% | 0.00% | 36:45 | 26:58 | 31:09 | 36:31 | 41:16 | 50:09 | 10:07 | 07:29 |
 | Guardian Greaves | 134 | 43.09% | 93.0 | 61.94% | +13.35% | +8.65% | -4.36% | -1.41% | 22:48 | 12:39 | 17:41 | 21:18 | 26:56 | 50:12 | 09:15 | 06:51 |
 | Assault Cuirass | 29 | 9.32% | 91.9 | 72.41% | +19.93% | +27.59% | -15.27% | -3.49% | 38:33 | 24:04 | 33:02 | 37:01 | 45:18 | 53:36 | 12:16 | 09:05 |
 | Ring of Protection | 238 | 76.53% | 90.7 | 57.56% | +13.72% | -4.23% | -1.63% | 0.27% | 14:15 | -01:29 | 08:30 | 11:03 | 18:02 | 53:28 | 09:32 | 07:03 |
 | Mekansm | 154 | 49.52% | 89.5 | 58.44% | +8.12% | +8.23% | -3.18% | -1.74% | 17:13 | 08:37 | 12:58 | 15:33 | 19:32 | 38:20 | 06:34 | 04:51 |
 | Chainmail | 191 | 61.41% | 88.4 | 57.07% | +7.07% | +9.60% | -9.15% | -2.33% | 14:56 | 03:25 | 10:35 | 13:23 | 18:38 | 50:15 | 08:03 | 05:57 |
 | Magic Stick | 227 | 72.99% | 87.2 | 55.95% | +5.95% | -10.34% | +7.21% | 2.27% | 04:32 | -01:29 | -01:29 | 02:59 | 09:13 | 20:49 | 10:42 | 07:55 |
 | Void Stone | 110 | 35.37% | 86.0 | 59.09% | +7.35% | -9.09% | +14.98% | 2.44% | 29:27 | 10:50 | 24:53 | 28:42 | 34:44 | 50:51 | 09:51 | 07:17 |
 | Vanguard | 258 | 82.96% | 84.9 | 55.04% | +4.10% | +6.50% | -0.35% | -2.96% | 08:17 | 03:21 | 05:39 | 06:24 | 07:58 | 1:59:49 | 02:19 | 01:42 |
 | Boots of Speed | 311 | 100.00% | 83.7 | 54.34% | +54.34% | +3.35% | -4.34% | -2.32% | 05:45 | 01:22 | 04:04 | 06:13 | 07:23 | 10:11 | 03:19 | 02:27 |
 | Headdress | 266 | 85.53% | 82.6 | 54.89% | +3.78% | +4.81% | -12.47% | -4.10% | 14:05 | 02:10 | 11:47 | 13:12 | 16:00 | 41:48 | 04:13 | 03:07 |
 | Quelling Blade | 171 | 54.98% | 81.4 | 56.14% | +4.00% | -7.30% | -2.65% | 0.00% | -01:23 | -01:30 | -01:29 | -01:29 | -01:29 | 12:14 | 00:00 | 00:00 |
 | Ring of Health | 285 | 91.64% | 80.2 | 54.04% | -3.65% | +7.93% | -1.93% | -6.50% | 05:14 | 00:14 | 02:37 | 03:09 | 04:08 | 1:59:49 | 01:31 | 01:07 |
 | Magic Wand | 250 | 80.39% | 79.1 | 54.40% | +0.30% | -0.43% | -10.85% | -1.43% | 07:36 | -01:29 | 03:52 | 08:38 | 11:08 | 20:41 | 07:16 | 05:22 |
 | Pipe of Insight | 199 | 63.99% | 77.9 | 54.77% | +1.20% | +11.23% | -4.77% | -2.81% | 18:41 | 11:55 | 15:09 | 17:43 | 20:51 | 51:29 | 05:42 | 04:13 |
 | Soul Ring | 143 | 45.98% | 76.7 | 55.94% | +2.96% | -5.94% | -8.72% | -0.86% | 11:26 | 04:05 | 08:58 | 10:17 | 12:13 | 32:49 | 03:15 | 02:24 |
 | Scythe of Vyse | 24 | 7.72% | 75.6 | 70.83% | +17.87% | +29.17% | -4.16% | -3.02% | 41:23 | 29:55 | 34:46 | 37:16 | 45:49 | 1:06:42 | 11:03 | 08:11 |
 | Arcane Boots | 261 | 83.92% | 74.4 | 53.26% | -6.74% | +9.82% | -17.88% | -11.01% | 08:44 | 03:27 | 07:16 | 08:46 | 09:47 | 34:57 | 02:31 | 01:51 |
 | Linken's Sphere | 6 | 1.93% | 73.3 | 100.00% | +46.56% | 0.00% | 0.00% | 0.00% | 45:07 | 33:21 | 36:46 | 39:53 | 54:12 | 55:46 | 17:26 | 12:54 |
 | Helm of Iron Will | 191 | 61.41% | 72.1 | 53.93% | -1.07% | +2.32% | +0.24% | -0.26% | 18:00 | 05:46 | 12:33 | 17:24 | 20:31 | 56:14 | 07:58 | 05:54 |
 | Black King Bar | 52 | 16.72% | 70.9 | 61.54% | +8.64% | -7.69% | 0.00% | 0.44% | 33:34 | 17:49 | 23:26 | 29:42 | 40:52 | 1:04:35 | 17:26 | 12:54 |
 | Crimson Guard | 183 | 58.84% | 69.8 | 53.55% | -1.92% | +5.15% | +5.15% | 0.00% | 19:42 | 11:03 | 14:33 | 18:47 | 22:21 | 1:59:49 | 07:48 | 05:46 |
 | Bottle | 23 | 7.40% | 68.6 | 69.57% | +16.44% | -2.90% | -2.90% | 0.00% | 04:19 | 00:26 | 01:30 | 01:34 | 01:40 | 1:06:08 | 00:10 | 00:07 |
 | Crown | 60 | 19.29% | 67.4 | 58.33% | +4.94% | +15.00% | -11.66% | -2.38% | 13:36 | 04:58 | 07:33 | 10:26 | 18:46 | 33:25 | 11:13 | 08:18 |
 | Rod of Atos | 59 | 18.97% | 66.3 | 57.63% | +4.06% | +9.04% | -10.96% | -3.93% | 15:54 | 09:28 | 12:41 | 14:12 | 17:46 | 29:19 | 05:05 | 03:45 |
 | Wind Lace | 87 | 27.97% | 65.1 | 54.02% | -0.44% | -4.02% | +0.53% | 0.29% | 13:45 | -01:29 | 06:12 | 10:34 | 21:38 | 49:29 | 15:26 | 11:25 |
 | Lotus Orb | 76 | 24.44% | 64.0 | 53.95% | -0.52% | +3.94% | +9.21% | 0.62% | 30:49 | 18:33 | 26:13 | 30:28 | 34:44 | 50:55 | 08:31 | 06:18 |
 | Power Treads | 22 | 7.07% | 62.8 | 63.64% | +10.01% | +3.03% | -3.64% | -2.65% | 07:41 | 05:01 | 05:54 | 06:43 | 08:25 | 16:32 | 02:31 | 01:51 |
 | Fluffy Hat | 22 | 7.07% | 61.6 | 63.64% | +10.01% | +3.03% | -23.64% | -3.71% | 24:34 | 05:47 | 20:05 | 22:29 | 27:16 | 43:38 | 07:11 | 05:19 |
 | Heart of Tarrasque | 9 | 2.89% | 60.5 | 77.78% | +24.14% | -27.78% | -27.78% | 0.00% | 41:56 | 28:58 | 29:59 | 43:34 | 46:02 | 52:43 | 16:03 | 11:53 |
 | Solar Crest | 9 | 2.89% | 59.3 | 77.78% | +24.14% | +22.22% | +22.22% | 0.00% | 28:01 | 20:31 | 23:49 | 28:23 | 31:37 | 33:25 | 07:48 | 05:46 |
 | Morbid Mask | 15 | 4.82% | 58.1 | 66.67% | +12.95% | +8.33% | -16.67% | -3.92% | 36:08 | 24:14 | 28:26 | 32:44 | 34:49 | 1:05:58 | 06:23 | 04:43 |
 | Phase Boots | 29 | 9.32% | 57.0 | 55.17% | +0.91% | +1.97% | -12.31% | -3.22% | 11:10 | 04:54 | 05:52 | 07:21 | 10:18 | 50:15 | 04:26 | 03:17 |
 | Bracer | 27 | 8.68% | 55.8 | 55.56% | +1.33% | +15.87% | +1.58% | -7.79% | 04:09 | 01:20 | 01:59 | 02:15 | 03:49 | 23:51 | 01:50 | 01:21 |
 | Overwhelming Blink | 4 | 1.29% | 54.7 | 100.00% | +46.25% | 0.00% | 0.00% | 0.00% | 1:05:18 | 38:41 | 38:41 | 60:02 | 1:12:42 | 1:29:48 | 34:01 | 25:11 |
 | Aether Lens | 4 | 1.29% | 53.5 | 100.00% | +46.25% | 0.00% | 0.00% | 0.00% | 39:12 | 26:36 | 26:36 | 38:47 | 40:36 | 50:50 | 14:00 | 10:22 |
 | Force Staff | 18 | 5.79% | 52.3 | 61.11% | +7.19% | +18.89% | -11.11% | -2.67% | 29:01 | 15:35 | 24:37 | 26:40 | 35:51 | 43:38 | 11:14 | 08:19 |
 | Hood of Defiance | 23 | 7.40% | 51.2 | 56.52% | +2.35% | -23.19% | +26.81% | 5.64% | 16:51 | 07:17 | 11:46 | 16:49 | 20:38 | 26:53 | 08:52 | 06:34 |
 | Nullifier | 10 | 3.22% | 50.0 | 70.00% | +16.18% | -3.33% | +30.00% | 0.00% | 38:18 | 28:34 | 29:55 | 34:51 | 38:09 | 59:54 | 08:14 | 06:05 |
 | Blink Dagger | 10 | 3.22% | 48.8 | 70.00% | +16.18% | -36.67% | +30.00% | 0.00% | 40:28 | 27:58 | 31:20 | 33:10 | 38:00 | 1:29:28 | 06:40 | 04:56 |
 | Vladmir's Offering | 13 | 4.18% | 47.7 | 61.54% | +7.51% | +5.13% | -61.54% | -8.58% | 33:01 | 25:12 | 27:06 | 32:44 | 34:52 | 52:46 | 07:46 | 05:45 |
 | Ring of Basilius | 13 | 4.18% | 46.5 | 61.54% | +7.51% | +5.13% | -61.54% | -8.03% | 31:24 | 21:25 | 25:18 | 29:59 | 33:36 | 52:46 | 08:18 | 06:08 |
 | Aghanim's Shard | 56 | 18.01% | 45.3 | 42.86% | -14.00% | +21.43% | -7.15% | -2.60% | 30:27 | 17:32 | 23:48 | 29:09 | 34:47 | 56:38 | 10:59 | 08:08 |
 | Blight Stone | 9 | 2.89% | 44.2 | 66.67% | +12.70% | +33.33% | -16.67% | 0.00% | 26:25 | 19:22 | 22:35 | 24:26 | 29:45 | 33:25 | 07:10 | 05:18 |
 | Medallion of Courage | 9 | 2.89% | 43.0 | 66.67% | +12.70% | +33.33% | -16.67% | 0.00% | 26:25 | 19:22 | 22:35 | 24:26 | 29:45 | 33:25 | 07:10 | 05:18 |
 | Refresher Orb | 3 | 0.96% | 41.9 | 100.00% | +46.10% | 0.00% | 0.00% | 0.00% | 1:06:40 | 56:47 | 56:47 | 1:04:14 | 1:18:59 | 1:18:59 | 22:12 | 16:26 |
 | Abyssal Blade | 3 | 0.96% | 40.7 | 100.00% | +46.10% | 0.00% | 0.00% | 0.00% | 46:03 | 33:31 | 33:31 | 36:05 | 1:08:33 | 1:08:33 | 35:02 | 25:57 |
 | Moon Shard | 3 | 0.96% | 39.5 | 100.00% | +46.10% | 0.00% | 0.00% | 0.00% | 54:11 | 31:58 | 31:58 | 1:02:53 | 1:07:42 | 1:07:42 | 35:44 | 26:28 |
 | Ghost Scepter | 3 | 0.96% | 38.4 | 100.00% | +46.10% | 0.00% | 0.00% | 0.00% | 36:44 | 28:31 | 28:31 | 39:05 | 42:36 | 42:36 | 14:05 | 10:25 |
 | Skull Basher | 5 | 1.61% | 37.2 | 80.00% | +26.08% | +20.00% | +20.00% | 0.00% | 29:42 | 21:30 | 21:30 | 27:12 | 28:30 | 45:25 | 07:00 | 05:11 |
 | Aghanim's Scepter | 5 | 1.61% | 36.0 | 80.00% | +26.08% | +20.00% | +20.00% | 0.00% | 51:13 | 26:51 | 26:51 | 53:35 | 53:44 | 1:27:19 | 26:53 | 19:54 |
 | Boots of Travel | 8 | 2.57% | 34.9 | 62.50% | +8.37% | +37.50% | -62.50% | 0.00% | 44:51 | 35:53 | 41:38 | 44:27 | 46:44 | 52:57 | 05:06 | 03:46 |
 | Wraith Pact | 2 | 0.64% | 33.7 | 100.00% | +45.95% | 0.00% | 0.00% | 0.00% | 32:25 | 31:07 | 31:07 | 33:42 | 33:42 | 33:42 | 02:35 | 01:54 |
 | Aghanim's Blessing | 2 | 0.64% | 32.6 | 100.00% | +45.95% | 0.00% | 0.00% | 0.00% | 1:11:34 | 55:10 | 55:10 | 1:27:58 | 1:27:58 | 1:27:58 | 32:48 | 24:17 |
 | Wraith Band | 14 | 4.50% | 31.4 | 42.86% | -12.02% | -42.86% | +23.81% | 14.65% | 05:46 | -01:30 | 01:25 | 01:51 | 05:58 | 31:10 | 04:33 | 03:22 |
 | Drum of Endurance | 3 | 0.96% | 30.2 | 66.67% | +12.45% | +33.33% | 0.00% | 0.00% | 27:15 | 13:13 | 13:13 | 19:02 | 49:29 | 49:29 | 36:16 | 26:51 |
 | Javelin | 3 | 0.96% | 29.1 | 66.67% | +12.45% | -66.67% | 0.00% | 0.00% | 38:11 | 26:40 | 26:40 | 39:48 | 48:04 | 48:04 | 21:24 | 15:51 |
 | Wind Waker | 3 | 0.96% | 27.9 | 66.67% | +12.45% | +33.33% | 0.00% | 0.00% | 47:56 | 35:31 | 35:31 | 52:29 | 55:49 | 55:49 | 20:18 | 15:02 |
 | Gleipnir | 3 | 0.96% | 26.7 | 66.67% | +12.45% | -66.67% | 0.00% | 0.00% | 39:07 | 27:51 | 27:51 | 41:09 | 48:22 | 48:22 | 20:31 | 15:11 |
 | Radiance | 3 | 0.96% | 25.6 | 66.67% | +12.45% | +33.33% | 0.00% | 0.00% | 26:33 | 21:38 | 21:38 | 28:51 | 29:09 | 29:09 | 07:31 | 05:34 |
 | Maelstrom | 3 | 0.96% | 24.4 | 66.67% | +12.45% | -66.67% | 0.00% | 0.00% | 38:16 | 26:56 | 26:56 | 39:48 | 48:04 | 48:04 | 21:08 | 15:39 |
 | Eul's Scepter of Divinity | 12 | 3.86% | 23.3 | 33.33% | -21.85% | +33.34% | 0.00% | -2.43% | 22:11 | 11:33 | 14:26 | 21:44 | 28:09 | 31:50 | 13:43 | 10:09 |
 | Falcon Blade | 1 | 0.32% | 22.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.32% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:37 | 1:10:37 | 1:10:37 | 1:10:37 | 1:10:37 | 1:10:37 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.32% | 19.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.32% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 00:00 | 00:00 |
 | Diadem | 1 | 0.32% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 00:00 | 00:00 |
 | Harpoon | 1 | 0.32% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Satanic | 1 | 0.32% | 15.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:06 | 55:06 | 55:06 | 55:06 | 55:06 | 55:06 | 00:00 | 00:00 |
 | Bloodstone | 1 | 0.32% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.32% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.32% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:58 | 1:05:58 | 1:05:58 | 1:05:58 | 1:05:58 | 1:05:58 | 00:00 | 00:00 |
 | Aeon Disk | 5 | 1.61% | 10.5 | 40.00% | -14.58% | -40.00% | +60.00% | 0.00% | 45:23 | 41:30 | 41:30 | 45:06 | 49:11 | 49:11 | 07:41 | 05:41 |
 | Urn of Shadows | 2 | 0.64% | 9.3 | 50.00% | -4.37% | +50.00% | 0.00% | 0.00% | 24:10 | 11:18 | 11:18 | 37:01 | 37:01 | 37:01 | 25:43 | 19:02 |
 | Mage Slayer | 2 | 0.64% | 8.1 | 50.00% | -4.37% | -50.00% | 0.00% | 0.00% | 31:36 | 27:20 | 27:20 | 35:52 | 35:52 | 35:52 | 08:32 | 06:19 |
 | Kaya and Sange | 2 | 0.64% | 7.0 | 50.00% | -4.37% | -50.00% | 0.00% | 0.00% | 46:00 | 44:42 | 44:42 | 47:17 | 47:17 | 47:17 | 02:35 | 01:54 |
 | Spirit Vessel | 2 | 0.64% | 5.8 | 50.00% | -4.37% | +50.00% | 0.00% | 0.00% | 27:13 | 17:20 | 17:20 | 37:06 | 37:06 | 37:06 | 19:46 | 14:38 |
 | Tranquil Boots | 2 | 0.64% | 4.7 | 50.00% | -4.37% | -50.00% | 0.00% | 0.00% | 36:08 | 22:46 | 22:46 | 49:29 | 49:29 | 49:29 | 26:43 | 19:47 |
 | Desolator | 1 | 0.32% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:14 | 46:14 | 46:14 | 46:14 | 46:14 | 46:14 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.32% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:13 | 30:13 | 30:13 | 30:13 | 30:13 | 30:13 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.32% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 00:00 | 00:00 |