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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 | 27 | 12.16% | 100.0 | 74.07% | +26.89% | +25.93% | -31.21% | -3.64% | 36:18 | 20:21 | 27:31 | 41:33 | 43:14 | 47:43 | 15:43 | 11:38 |
 | Blink Dagger | 166 | 74.77% | 98.6 | 55.42% | +19.71% | +8.87% | -13.96% | -1.98% | 24:53 | 14:34 | 17:55 | 24:08 | 29:27 | 1:06:18 | 11:32 | 08:32 |
 | Linken's Sphere | 59 | 26.58% | 97.3 | 61.02% | +14.39% | -21.02% | +5.65% | 2.10% | 29:42 | 18:39 | 22:44 | 29:18 | 35:25 | 49:05 | 12:41 | 09:23 |
 | Cornucopia | 63 | 28.38% | 95.9 | 60.32% | +13.78% | -16.57% | -4.07% | 0.92% | 29:06 | 14:22 | 21:43 | 29:07 | 35:17 | 49:05 | 13:34 | 10:02 |
 | Bottle | 204 | 91.89% | 94.6 | 52.45% | +24.67% | -7.35% | -5.39% | 1.96% | 01:43 | 00:09 | 01:20 | 01:37 | 01:56 | 08:15 | 00:36 | 00:26 |
 | Void Stone | 44 | 19.82% | 93.2 | 61.36% | +13.61% | -15.91% | -15.91% | 0.00% | 31:05 | 14:34 | 21:02 | 26:46 | 41:52 | 55:10 | 20:50 | 15:25 |
 | Magic Stick | 212 | 95.50% | 91.9 | 51.42% | +21.42% | -0.48% | +1.41% | 0.99% | 03:39 | -01:29 | 02:19 | 03:06 | 04:13 | 15:49 | 01:54 | 01:24 |
 | Power Treads | 70 | 31.53% | 90.5 | 57.14% | +9.77% | +3.97% | -10.08% | -2.42% | 12:21 | 07:05 | 09:10 | 11:34 | 14:58 | 25:13 | 05:48 | 04:17 |
 | Blight Stone | 206 | 92.79% | 89.2 | 51.46% | +13.96% | +6.23% | +5.40% | -0.59% | 03:41 | 01:05 | 02:42 | 03:15 | 04:07 | 13:53 | 01:25 | 01:02 |
 | Fluffy Hat | 177 | 79.73% | 87.8 | 51.98% | +7.54% | -1.98% | -13.34% | -4.18% | 06:51 | 02:35 | 05:02 | 05:37 | 07:45 | 21:40 | 02:43 | 02:00 |
 | Orb of Corrosion | 177 | 79.73% | 86.5 | 51.98% | +7.54% | -1.98% | -15.62% | -4.99% | 07:30 | 03:27 | 05:34 | 06:20 | 08:18 | 22:10 | 02:44 | 02:01 |
 | Orb of Venom | 177 | 79.73% | 85.1 | 51.98% | +7.54% | -6.53% | -15.62% | -3.03% | 06:47 | 02:24 | 04:46 | 05:32 | 07:46 | 21:39 | 03:00 | 02:13 |
 | Magic Wand | 218 | 98.20% | 83.8 | 50.92% | +25.92% | +1.81% | -0.92% | -1.16% | 05:25 | -01:29 | 03:48 | 04:55 | 06:09 | 16:20 | 02:21 | 01:44 |
 | Diffusal Blade | 217 | 97.75% | 82.4 | 50.69% | +10.69% | +8.57% | -9.95% | -10.10% | 13:26 | 10:12 | 12:26 | 13:14 | 14:16 | 21:10 | 01:50 | 01:21 |
 | Boots of Speed | 222 | 100.00% | 81.1 | 50.45% | +50.45% | -2.24% | -1.36% | 0.52% | 06:02 | -01:29 | 05:12 | 06:13 | 06:54 | 09:52 | 01:42 | 01:15 |
 | Skull Basher | 97 | 43.69% | 79.7 | 52.58% | +3.78% | +26.59% | -6.75% | -4.31% | 33:15 | 16:29 | 28:49 | 31:45 | 36:33 | 1:06:08 | 07:44 | 05:43 |
 | Bracer | 55 | 24.77% | 78.4 | 56.36% | +7.86% | -6.36% | +0.78% | 3.22% | 05:18 | 00:40 | 04:03 | 04:36 | 06:16 | 15:52 | 02:13 | 01:38 |
 | Aghanim's Scepter | 158 | 71.17% | 77.0 | 48.10% | -8.15% | +9.40% | +5.75% | -0.49% | 25:50 | 16:28 | 21:39 | 24:48 | 29:10 | 41:15 | 07:31 | 05:34 |
 | Arcane Boots | 120 | 54.05% | 75.7 | 49.17% | -2.79% | +4.16% | +0.83% | -1.51% | 09:17 | 03:35 | 07:27 | 08:16 | 09:39 | 30:59 | 02:12 | 01:37 |
 | Gleipnir | 7 | 3.15% | 74.3 | 85.71% | +36.41% | +14.29% | +14.29% | 0.00% | 42:32 | 30:38 | 33:04 | 43:30 | 49:18 | 52:09 | 16:14 | 12:01 |
 | Quelling Blade | 43 | 19.37% | 73.0 | 53.49% | +3.77% | +10.15% | +1.06% | 0.00% | -00:59 | -01:29 | -01:29 | -01:29 | -01:29 | 15:31 | 00:00 | 00:00 |
 | Ring of Health | 54 | 24.32% | 71.6 | 50.00% | -0.60% | -14.29% | -11.54% | 0.10% | 29:08 | 01:39 | 16:09 | 33:22 | 43:08 | 1:08:48 | 26:59 | 19:59 |
 | Aghanim's Shard | 87 | 39.19% | 70.3 | 44.83% | -9.24% | +18.81% | -17.56% | -3.32% | 28:08 | 15:00 | 22:07 | 26:23 | 33:04 | 53:47 | 10:57 | 08:06 |
 | Aghanim's Blessing | 15 | 6.76% | 68.9 | 60.00% | +10.24% | +40.00% | -10.00% | -4.17% | 52:03 | 37:21 | 44:05 | 50:57 | 56:04 | 1:09:42 | 11:59 | 08:52 |
 | Manta Style | 36 | 16.22% | 67.6 | 47.22% | -3.86% | +41.67% | -25.00% | -14.39% | 24:25 | 18:43 | 21:04 | 22:29 | 25:42 | 42:25 | 04:38 | 03:25 |
 | Yasha | 36 | 16.22% | 66.2 | 47.22% | -3.86% | +8.34% | -25.00% | -6.39% | 20:45 | 15:25 | 16:26 | 19:02 | 21:39 | 37:23 | 05:13 | 03:51 |
 | Abyssal Blade | 23 | 10.36% | 64.9 | 52.17% | +1.92% | +14.50% | +14.50% | 0.00% | 46:28 | 33:22 | 42:53 | 45:34 | 47:32 | 1:09:09 | 04:39 | 03:26 |
 | Boots of Travel 2 | 9 | 4.05% | 63.5 | 66.67% | +16.90% | +33.33% | -16.67% | -4.93% | 55:17 | 45:07 | 47:22 | 56:53 | 57:30 | 1:10:01 | 10:08 | 07:30 |
 | Black King Bar | 22 | 9.91% | 62.2 | 50.00% | -0.50% | +33.33% | -10.00% | -2.22% | 30:57 | 18:14 | 22:15 | 25:58 | 41:46 | 50:12 | 19:31 | 14:27 |
 | Assault Cuirass | 3 | 1.35% | 60.8 | 100.00% | +50.23% | 0.00% | 0.00% | 0.00% | 34:11 | 25:34 | 25:34 | 35:55 | 41:03 | 41:03 | 15:29 | 11:28 |
 | Desolator | 3 | 1.35% | 59.5 | 100.00% | +50.23% | 0.00% | 0.00% | 0.00% | 41:02 | 34:30 | 34:30 | 34:37 | 54:00 | 54:00 | 19:30 | 14:26 |
 | Overwhelming Blink | 12 | 5.41% | 58.1 | 58.33% | +8.33% | +8.34% | -25.00% | -2.89% | 46:16 | 34:49 | 38:39 | 45:22 | 50:12 | 1:02:38 | 11:33 | 08:33 |
 | Eye of Skadi | 5 | 2.25% | 56.8 | 80.00% | +30.23% | +20.00% | +20.00% | 0.00% | 38:45 | 29:36 | 29:36 | 41:21 | 41:57 | 46:00 | 12:21 | 09:08 |
 | Boots of Travel | 23 | 10.36% | 55.4 | 47.83% | -2.92% | -14.50% | -14.50% | 0.00% | 39:36 | 24:16 | 34:37 | 38:38 | 43:34 | 52:15 | 08:57 | 06:37 |
 | Vanguard | 32 | 14.41% | 54.1 | 43.75% | -7.83% | -6.25% | +6.25% | 0.33% | 32:52 | 04:20 | 07:32 | 42:35 | 45:27 | 1:08:48 | 37:55 | 28:05 |
 | Heaven's Halberd | 15 | 6.76% | 52.7 | 53.33% | +3.09% | +21.67% | -3.33% | -4.55% | 25:05 | 19:39 | 21:38 | 26:21 | 27:08 | 30:01 | 05:30 | 04:04 |
 | Javelin | 21 | 9.46% | 51.4 | 47.62% | -3.13% | +12.38% | +12.38% | 0.00% | 36:52 | 17:53 | 28:18 | 36:17 | 43:58 | 57:37 | 15:40 | 11:36 |
 | Sange | 17 | 7.66% | 50.0 | 47.06% | -3.67% | +27.94% | -22.06% | -9.49% | 22:46 | 16:12 | 20:11 | 22:56 | 25:27 | 29:27 | 05:16 | 03:54 |
 | Maelstrom | 18 | 8.11% | 48.6 | 44.44% | -6.54% | +15.56% | +5.56% | -0.74% | 36:15 | 17:53 | 28:18 | 36:17 | 41:53 | 57:37 | 13:35 | 10:03 |
 | Lotus Orb | 13 | 5.86% | 47.3 | 46.15% | -4.57% | -46.15% | +20.52% | 14.04% | 23:37 | 17:50 | 19:16 | 22:44 | 24:01 | 33:40 | 04:45 | 03:31 |
 | Ring of Protection | 7 | 3.15% | 45.9 | 57.14% | +6.91% | -7.14% | +42.86% | 0.00% | 26:42 | 15:55 | 18:50 | 25:21 | 29:38 | 40:32 | 10:48 | 08:00 |
 | Buckler | 7 | 3.15% | 44.6 | 57.14% | +6.91% | -7.14% | +42.86% | 0.00% | 26:54 | 15:55 | 18:51 | 25:21 | 29:38 | 40:32 | 10:47 | 07:59 |
 | Satanic | 2 | 0.90% | 43.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 26:20 | 22:15 | 22:15 | 30:25 | 30:25 | 30:25 | 08:10 | 06:02 |
 | Aeon Disk | 8 | 3.60% | 41.9 | 50.00% | -0.47% | +50.00% | -50.00% | 0.00% | 39:26 | 24:16 | 25:43 | 39:04 | 44:23 | 1:03:40 | 18:40 | 13:49 |
 | Disperser | 8 | 3.60% | 40.5 | 50.00% | -0.47% | -50.00% | +50.00% | 0.00% | 50:23 | 43:40 | 44:52 | 50:44 | 53:50 | 56:10 | 08:58 | 06:38 |
 | Shiva's Guard | 12 | 5.41% | 39.2 | 41.67% | -9.28% | +25.00% | -41.67% | -12.54% | 36:57 | 28:50 | 34:17 | 35:39 | 39:36 | 47:43 | 05:19 | 03:56 |
 | Crown | 5 | 2.25% | 37.8 | 60.00% | +9.77% | +40.00% | -60.00% | 0.00% | 46:35 | 37:23 | 37:23 | 48:15 | 51:08 | 53:10 | 13:45 | 10:11 |
 | Rod of Atos | 5 | 2.25% | 36.5 | 60.00% | +9.77% | +40.00% | -60.00% | 0.00% | 46:36 | 37:24 | 37:24 | 48:16 | 51:09 | 53:11 | 13:45 | 10:11 |
 | Wraith Band | 6 | 2.70% | 35.1 | 50.00% | -0.46% | +50.00% | -50.00% | 0.00% | 04:40 | 02:37 | 03:34 | 03:47 | 04:35 | 09:28 | 01:01 | 00:45 |
 | Morbid Mask | 3 | 1.35% | 33.8 | 66.67% | +16.44% | +33.33% | 0.00% | 0.00% | 27:25 | 20:51 | 20:51 | 23:32 | 37:52 | 37:52 | 17:01 | 12:36 |
 | Monkey King Bar | 3 | 1.35% | 32.4 | 66.67% | +16.44% | -66.67% | 0.00% | 0.00% | 43:02 | 36:17 | 36:17 | 45:59 | 46:50 | 46:50 | 10:33 | 07:48 |
 | Bloodthorn | 3 | 1.35% | 31.1 | 66.67% | +16.44% | +33.33% | 0.00% | 0.00% | 35:47 | 28:49 | 28:49 | 38:22 | 40:10 | 40:10 | 11:21 | 08:24 |
 | Orchid Malevolence | 3 | 1.35% | 29.7 | 66.67% | +16.44% | +33.33% | 0.00% | 0.00% | 30:50 | 18:31 | 18:31 | 36:13 | 37:45 | 37:45 | 19:14 | 14:14 |
 | Mage Slayer | 4 | 1.80% | 28.4 | 50.00% | -0.46% | -50.00% | +50.00% | 0.00% | 25:54 | 17:58 | 17:58 | 19:44 | 28:12 | 37:42 | 10:14 | 07:34 |
 | Eul's Scepter of Divinity | 4 | 1.80% | 27.0 | 50.00% | -0.46% | +50.00% | +50.00% | 0.00% | 35:09 | 18:58 | 18:58 | 20:40 | 31:18 | 1:09:38 | 12:20 | 09:08 |
 | Wind Lace | 4 | 1.80% | 25.7 | 50.00% | -0.46% | +50.00% | +50.00% | 0.00% | 28:43 | 09:52 | 09:52 | 17:07 | 20:17 | 1:07:35 | 10:25 | 07:42 |
 | Arcane Blink | 1 | 0.45% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:50 | 60:50 | 60:50 | 60:50 | 60:50 | 60:50 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.45% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.45% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.45% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:38 | 1:09:38 | 1:09:38 | 1:09:38 | 1:09:38 | 1:09:38 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.45% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 00:00 | 00:00 |
 | Headdress | 5 | 2.25% | 17.6 | 40.00% | -10.69% | +60.00% | -40.00% | 0.00% | 16:25 | 12:31 | 12:31 | 18:09 | 18:49 | 20:05 | 06:18 | 04:40 |
 | Nullifier | 5 | 2.25% | 16.2 | 40.00% | -10.69% | +60.00% | -40.00% | 0.00% | 35:47 | 23:24 | 23:24 | 37:04 | 37:45 | 45:49 | 14:21 | 10:37 |
 | Chainmail | 5 | 2.25% | 14.9 | 40.00% | -10.69% | -40.00% | +60.00% | 0.00% | 18:21 | 13:02 | 13:02 | 18:50 | 19:15 | 22:34 | 06:13 | 04:36 |
 | Helm of Iron Will | 8 | 3.60% | 13.5 | 25.00% | -26.40% | -25.00% | -25.00% | 0.00% | 27:00 | 10:40 | 11:31 | 22:35 | 35:54 | 44:47 | 24:23 | 18:03 |
 | Echo Sabre | 2 | 0.90% | 12.2 | 50.00% | -0.45% | +50.00% | 0.00% | 0.00% | 30:10 | 27:07 | 27:07 | 33:12 | 33:12 | 33:12 | 06:05 | 04:30 |
 | Harpoon | 2 | 0.90% | 10.8 | 50.00% | -0.45% | +50.00% | 0.00% | 0.00% | 31:29 | 29:03 | 29:03 | 33:55 | 33:55 | 33:55 | 04:52 | 03:36 |
 | Refresher Orb | 2 | 0.90% | 9.5 | 50.00% | -0.45% | +50.00% | 0.00% | 0.00% | 39:41 | 35:29 | 35:29 | 43:52 | 43:52 | 43:52 | 08:23 | 06:12 |
 | Diadem | 2 | 0.90% | 8.1 | 50.00% | -0.45% | +50.00% | 0.00% | 0.00% | 30:45 | 28:18 | 28:18 | 33:12 | 33:12 | 33:12 | 04:54 | 03:37 |
 | Mjollnir | 2 | 0.90% | 6.8 | 50.00% | -0.45% | +50.00% | 0.00% | 0.00% | 45:29 | 25:30 | 25:30 | 1:05:28 | 1:05:28 | 1:05:28 | 39:58 | 29:36 |
 | Guardian Greaves | 4 | 1.80% | 5.4 | 25.00% | -25.92% | -25.00% | -25.00% | 0.00% | 23:35 | 17:30 | 17:30 | 21:07 | 25:45 | 29:58 | 08:15 | 06:06 |
 | Mekansm | 4 | 1.80% | 4.1 | 25.00% | -25.92% | -25.00% | -25.00% | 0.00% | 18:46 | 14:07 | 14:07 | 18:50 | 20:52 | 21:16 | 06:45 | 05:00 |
 | Crimson Guard | 3 | 1.35% | 2.7 | 0.00% | -51.14% | 0.00% | 0.00% | 0.00% | 16:56 | 14:01 | 14:01 | 15:22 | 21:25 | 21:25 | 07:24 | 05:28 |
 | Scythe of Vyse | 1 | 0.45% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:10 | 55:10 | 55:10 | 55:10 | 55:10 | 55:10 | 00:00 | 00:00 |