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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 | 96 | 18.05% | 100.0 | 69.79% | +21.85% | +1.04% | -3.12% | -0.41% | 29:28 | 15:20 | 24:21 | 28:23 | 34:37 | 49:32 | 10:16 | 07:36 |
 | Ring of Health | 228 | 42.86% | 98.7 | 62.72% | +18.97% | -6.58% | +2.19% | 0.48% | 23:32 | 02:15 | 14:12 | 25:23 | 32:24 | 1:12:50 | 18:12 | 13:28 |
 | Void Stone | 295 | 55.45% | 97.5 | 60.34% | +18.99% | +11.28% | -6.29% | -1.53% | 25:38 | 07:04 | 19:08 | 24:25 | 30:37 | 1:12:50 | 11:29 | 08:30 |
 | Skull Basher | 222 | 41.73% | 96.2 | 60.81% | +15.33% | +5.26% | -8.08% | -1.73% | 29:55 | 15:01 | 25:14 | 29:31 | 32:58 | 54:48 | 07:44 | 05:43 |
 | Eul's Scepter of Divinity | 133 | 25.00% | 94.9 | 60.15% | +11.03% | +21.67% | +0.46% | -2.66% | 25:01 | 11:51 | 20:41 | 24:02 | 28:39 | 59:23 | 07:58 | 05:54 |
 | Lotus Orb | 60 | 11.28% | 93.7 | 65.00% | +14.79% | +15.00% | -5.00% | -2.48% | 27:40 | 16:28 | 22:48 | 27:04 | 30:51 | 46:38 | 08:03 | 05:57 |
 | Aeon Disk | 80 | 15.04% | 92.4 | 62.50% | +12.50% | -2.50% | +2.50% | 0.52% | 37:45 | 19:09 | 32:47 | 37:01 | 42:25 | 57:20 | 09:38 | 07:08 |
 | Bottle | 255 | 47.93% | 91.1 | 56.47% | +8.82% | +4.47% | -4.91% | -9.38% | 01:48 | 00:46 | 01:23 | 01:35 | 01:46 | 12:05 | 00:23 | 00:17 |
 | Blight Stone | 378 | 71.05% | 89.9 | 55.03% | +10.87% | +1.81% | -1.84% | -1.48% | 04:19 | -01:29 | 02:37 | 03:22 | 05:05 | 15:52 | 02:28 | 01:49 |
 | Orb of Venom | 340 | 63.91% | 88.6 | 55.29% | +9.46% | -1.17% | -4.70% | -0.62% | 05:28 | -01:29 | 02:10 | 04:51 | 07:53 | 20:45 | 05:43 | 04:14 |
 | Orb of Corrosion | 323 | 60.71% | 87.3 | 55.42% | +9.01% | +1.37% | -1.10% | -0.53% | 07:52 | 02:08 | 05:04 | 07:11 | 09:45 | 24:21 | 04:41 | 03:28 |
 | Diffusal Blade | 273 | 51.32% | 86.1 | 55.68% | +7.80% | +14.91% | -14.50% | -12.34% | 14:05 | 09:35 | 12:50 | 13:52 | 15:13 | 28:03 | 02:23 | 01:45 |
 | Magic Wand | 473 | 88.91% | 84.8 | 53.91% | +18.32% | -4.76% | -0.52% | 0.82% | 07:23 | -01:30 | 04:23 | 06:59 | 09:34 | 27:28 | 05:11 | 03:50 |
 | Fluffy Hat | 334 | 62.78% | 83.5 | 54.79% | +7.82% | +1.16% | -4.19% | -1.09% | 06:58 | -01:29 | 04:11 | 06:18 | 09:06 | 25:30 | 04:55 | 03:38 |
 | Magic Stick | 511 | 96.05% | 82.3 | 53.23% | +34.18% | -4.79% | +3.02% | 1.65% | 03:15 | -01:30 | -01:04 | 02:34 | 05:48 | 18:42 | 06:52 | 05:05 |
 | Abyssal Blade | 23 | 4.32% | 81.0 | 73.91% | +23.03% | -7.24% | +9.42% | 1.40% | 39:46 | 29:28 | 33:10 | 38:07 | 45:05 | 53:25 | 11:55 | 08:49 |
 | Aghanim's Scepter | 77 | 14.47% | 79.7 | 61.04% | +10.71% | +12.64% | -3.15% | -1.47% | 31:44 | 20:21 | 25:16 | 30:55 | 36:01 | 57:37 | 10:45 | 07:57 |
 | Blink Dagger | 474 | 89.10% | 78.5 | 52.95% | +9.85% | -1.69% | +2.13% | 0.63% | 19:49 | 10:54 | 16:13 | 18:44 | 22:16 | 54:27 | 06:03 | 04:28 |
 | Quelling Blade | 466 | 87.59% | 77.2 | 52.79% | +7.34% | +0.20% | -1.93% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 12:27 | 00:00 | 00:00 |
 | Aghanim's Shard | 432 | 81.20% | 75.9 | 52.31% | +2.31% | -5.09% | -1.38% | 0.57% | 22:53 | 15:01 | 18:55 | 21:46 | 25:23 | 58:08 | 06:28 | 04:47 |
 | Wind Lace | 156 | 29.32% | 74.7 | 55.77% | +5.50% | +13.46% | -7.05% | -2.39% | 21:02 | 01:42 | 16:52 | 20:45 | 25:27 | 58:56 | 08:35 | 06:21 |
 | Boots of Speed | 528 | 99.25% | 73.4 | 51.52% | -48.48% | +5.30% | -1.52% | -2.99% | 05:52 | -01:29 | 04:31 | 05:32 | 06:48 | 15:47 | 02:17 | 01:41 |
 | Overwhelming Blink | 24 | 4.51% | 72.2 | 70.83% | +19.85% | -4.16% | -4.16% | 0.00% | 42:18 | 32:05 | 36:59 | 41:41 | 46:46 | 56:50 | 09:47 | 07:14 |
 | Arcane Boots | 363 | 68.23% | 70.9 | 50.69% | -3.75% | +3.16% | -1.24% | -1.47% | 10:06 | 03:55 | 07:23 | 08:31 | 10:22 | 45:33 | 02:59 | 02:12 |
 | Vanguard | 41 | 7.71% | 69.6 | 63.41% | +12.49% | -23.41% | +16.59% | 1.27% | 26:53 | 06:15 | 09:08 | 30:27 | 40:36 | 53:25 | 31:28 | 23:18 |
 | Aether Lens | 19 | 3.57% | 68.4 | 73.68% | +22.61% | -13.68% | -13.68% | 0.00% | 39:44 | 29:37 | 36:00 | 39:28 | 43:25 | 49:21 | 07:25 | 05:29 |
 | Octarine Core | 16 | 3.01% | 67.1 | 75.00% | +23.84% | 0.00% | -25.00% | 0.00% | 41:01 | 32:32 | 36:18 | 39:28 | 43:27 | 52:26 | 07:09 | 05:17 |
 | Morbid Mask | 27 | 5.08% | 65.8 | 66.67% | +15.58% | +4.76% | -23.81% | -1.86% | 26:16 | 08:37 | 18:24 | 26:06 | 33:44 | 43:16 | 15:20 | 11:21 |
 | Black King Bar | 55 | 10.34% | 64.6 | 54.55% | +2.98% | +9.74% | -11.69% | -2.66% | 27:29 | 19:29 | 22:19 | 26:04 | 30:23 | 50:46 | 08:04 | 05:58 |
 | Mage Slayer | 5 | 0.94% | 63.3 | 100.00% | +48.58% | 0.00% | 0.00% | 0.00% | 28:59 | 19:44 | 19:44 | 30:56 | 35:23 | 36:37 | 15:39 | 11:35 |
 | Wraith Pact | 14 | 2.63% | 62.0 | 71.43% | +20.08% | +3.57% | -38.10% | 0.00% | 25:41 | 16:30 | 20:52 | 25:33 | 28:50 | 41:25 | 07:58 | 05:54 |
 | Shiva's Guard | 18 | 3.38% | 60.8 | 66.67% | +15.31% | -6.67% | -41.67% | 0.00% | 36:05 | 29:17 | 31:55 | 36:52 | 38:23 | 52:23 | 06:28 | 04:47 |
 | Ring of Basilius | 27 | 5.08% | 59.5 | 59.26% | +7.77% | +12.17% | -16.40% | -2.23% | 22:17 | 02:50 | 14:34 | 21:01 | 27:24 | 43:16 | 12:50 | 09:30 |
 | Ring of Protection | 119 | 22.37% | 58.2 | 46.22% | -7.29% | -9.55% | +13.78% | 4.36% | 04:54 | -01:29 | -01:29 | 01:39 | 06:50 | 43:16 | 08:19 | 06:09 |
 | Vladmir's Offering | 21 | 3.95% | 57.0 | 61.90% | +10.43% | +18.10% | -21.90% | -2.61% | 25:56 | 13:00 | 17:50 | 23:39 | 33:09 | 43:25 | 15:19 | 11:20 |
 | Power Treads | 61 | 11.47% | 55.7 | 49.18% | -3.05% | -2.51% | -9.18% | -0.91% | 14:55 | 07:25 | 09:23 | 14:39 | 16:45 | 44:39 | 07:22 | 05:27 |
 | Refresher Orb | 28 | 5.26% | 54.4 | 57.14% | +5.55% | +14.29% | -14.28% | -4.06% | 40:35 | 31:21 | 35:27 | 38:50 | 42:29 | 1:13:03 | 07:02 | 05:12 |
 | Tranquil Boots | 9 | 1.69% | 53.2 | 77.78% | +26.35% | +22.22% | -77.78% | 0.00% | 09:16 | 05:17 | 06:58 | 09:43 | 10:36 | 13:13 | 03:38 | 02:41 |
 | Buckler | 26 | 4.89% | 51.9 | 57.69% | +6.11% | +28.02% | -41.02% | -3.92% | 25:09 | 09:29 | 16:32 | 22:17 | 34:09 | 43:16 | 17:37 | 13:02 |
 | Javelin | 36 | 6.77% | 50.6 | 50.00% | -2.02% | +5.56% | -16.67% | -1.02% | 24:50 | 05:15 | 12:49 | 19:35 | 34:41 | 57:32 | 21:52 | 16:11 |
 | Wraith Band | 31 | 5.83% | 49.4 | 51.61% | -0.29% | -26.61% | -1.61% | 19.74% | 02:59 | -01:29 | 01:33 | 02:07 | 02:49 | 22:50 | 01:16 | 00:56 |
 | Wind Waker | 6 | 1.13% | 48.1 | 83.33% | +31.81% | +16.67% | +16.67% | 0.00% | 45:48 | 34:54 | 40:04 | 41:17 | 51:58 | 60:48 | 11:54 | 08:48 |
 | Hood of Defiance | 8 | 1.50% | 46.8 | 75.00% | +23.47% | -25.00% | +25.00% | 0.00% | 16:18 | 07:07 | 10:51 | 11:32 | 16:01 | 43:22 | 05:10 | 03:49 |
 | Bracer | 41 | 7.71% | 45.6 | 46.34% | -6.00% | +3.66% | -6.34% | -6.82% | 03:28 | -01:29 | 01:45 | 02:16 | 03:13 | 36:40 | 01:28 | 01:05 |
 | Urn of Shadows | 75 | 14.10% | 44.3 | 41.33% | -12.28% | +0.78% | +6.04% | 1.39% | 05:45 | 02:19 | 03:30 | 04:39 | 07:17 | 17:08 | 03:47 | 02:48 |
 | Aghanim's Blessing | 9 | 1.69% | 43.0 | 66.67% | +15.04% | -16.67% | -16.67% | 0.00% | 51:43 | 41:17 | 42:24 | 53:29 | 58:08 | 1:08:04 | 15:44 | 11:39 |
 | Maelstrom | 29 | 5.45% | 41.8 | 44.83% | -7.46% | +12.31% | -1.97% | -1.27% | 24:41 | 09:52 | 16:00 | 20:01 | 27:16 | 57:32 | 11:16 | 08:20 |
 | Crimson Guard | 3 | 0.56% | 40.5 | 100.00% | +48.39% | 0.00% | 0.00% | 0.00% | 18:34 | 14:06 | 14:06 | 15:10 | 26:26 | 26:26 | 12:20 | 09:08 |
 | Satanic | 5 | 0.94% | 39.2 | 80.00% | +28.39% | +20.00% | -80.00% | 0.00% | 36:31 | 33:49 | 33:49 | 34:55 | 39:01 | 40:12 | 05:12 | 03:51 |
 | Spirit Vessel | 40 | 7.52% | 38.0 | 40.00% | -12.85% | +10.00% | +10.00% | 0.00% | 15:17 | 08:19 | 12:07 | 13:47 | 16:14 | 42:43 | 04:07 | 03:02 |
 | Sange | 18 | 3.38% | 36.7 | 44.44% | -7.70% | -4.44% | -44.44% | 0.00% | 29:15 | 18:43 | 24:06 | 27:08 | 34:37 | 39:40 | 10:31 | 07:47 |
 | Soul Ring | 6 | 1.13% | 35.4 | 66.67% | +14.96% | -16.67% | +33.33% | 0.00% | 07:40 | 02:38 | 05:58 | 08:29 | 09:26 | 10:51 | 03:28 | 02:34 |
 | Helm of Iron Will | 6 | 1.13% | 34.2 | 66.67% | +14.96% | +33.33% | -66.67% | 0.00% | 26:09 | 02:49 | 12:27 | 13:30 | 49:45 | 52:26 | 37:18 | 27:37 |
 | Heaven's Halberd | 15 | 2.82% | 32.9 | 46.67% | -5.36% | +3.33% | -21.67% | 0.00% | 30:39 | 20:51 | 24:21 | 31:59 | 34:05 | 40:06 | 09:44 | 07:12 |
 | Bloodthorn | 4 | 0.75% | 31.6 | 75.00% | +23.30% | +25.00% | -75.00% | 0.00% | 40:00 | 35:11 | 35:11 | 38:31 | 39:09 | 47:07 | 03:58 | 02:56 |
 | Eye of Skadi | 4 | 0.75% | 30.4 | 75.00% | +23.30% | +25.00% | +25.00% | 0.00% | 41:13 | 29:51 | 29:51 | 39:22 | 40:11 | 55:27 | 10:20 | 07:39 |
 | Headdress | 7 | 1.32% | 29.1 | 57.14% | +5.33% | -7.14% | +42.86% | 0.00% | 12:48 | -01:29 | 01:47 | 09:06 | 10:10 | 42:57 | 08:23 | 06:12 |
 | Guardian Greaves | 2 | 0.38% | 27.8 | 100.00% | +48.30% | 0.00% | 0.00% | 0.00% | 25:38 | 19:44 | 19:44 | 31:31 | 31:31 | 31:31 | 11:47 | 08:43 |
 | Crown | 11 | 2.07% | 26.6 | 45.45% | -6.57% | +21.22% | +21.22% | 0.00% | 41:47 | 09:05 | 38:29 | 41:47 | 47:45 | 59:53 | 09:16 | 06:51 |
 | Orchid Malevolence | 5 | 0.94% | 25.3 | 60.00% | +8.20% | +40.00% | -60.00% | 0.00% | 38:52 | 35:07 | 35:07 | 38:14 | 39:08 | 46:41 | 04:01 | 02:58 |
 | Gleipnir | 9 | 1.69% | 24.1 | 44.44% | -7.57% | +55.56% | +5.56% | 0.00% | 46:23 | 39:00 | 39:36 | 44:13 | 49:10 | 1:01:19 | 09:34 | 07:05 |
 | Rod of Atos | 9 | 1.69% | 22.8 | 44.44% | -7.57% | +55.56% | +5.56% | 0.00% | 46:03 | 38:30 | 39:11 | 44:13 | 49:10 | 60:14 | 09:59 | 07:23 |
 | Chainmail | 3 | 0.56% | 21.5 | 66.67% | +14.87% | +33.33% | 0.00% | 0.00% | 18:08 | 10:10 | 10:10 | 20:00 | 24:13 | 24:13 | 14:03 | 10:24 |
 | Mekansm | 3 | 0.56% | 20.3 | 66.67% | +14.87% | +33.33% | 0.00% | 0.00% | 18:10 | 10:10 | 10:10 | 20:00 | 24:19 | 24:19 | 14:09 | 10:28 |
 | Monkey King Bar | 4 | 0.75% | 19.0 | 50.00% | -1.89% | +50.00% | +50.00% | 0.00% | 46:51 | 32:26 | 32:26 | 50:30 | 51:19 | 53:08 | 18:53 | 13:59 |
 | Pipe of Insight | 1 | 0.19% | 17.7 | 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 |
 | Arcane Blink | 1 | 0.19% | 16.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:50 | 58:50 | 58:50 | 58:50 | 58:50 | 58:50 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.19% | 15.2 | 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 |
 | Drum of Endurance | 1 | 0.19% | 13.9 | 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 |
 | Force Staff | 2 | 0.38% | 12.7 | 50.00% | -1.89% | -50.00% | 0.00% | 0.00% | 30:41 | 27:50 | 27:50 | 33:31 | 33:31 | 33:31 | 05:41 | 04:12 |
 | Falcon Blade | 3 | 0.56% | 11.4 | 33.33% | -18.65% | -33.33% | 0.00% | 0.00% | 06:23 | 04:25 | 04:25 | 06:39 | 08:06 | 08:06 | 03:41 | 02:43 |
 | Desolator | 1 | 0.19% | 10.1 | 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 |
 | Manta Style | 1 | 0.19% | 8.9 | 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 |
 | Meteor Hammer | 1 | 0.19% | 7.6 | 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 |
 | Assault Cuirass | 2 | 0.38% | 6.3 | 0.00% | -52.08% | 0.00% | 0.00% | 0.00% | 36:34 | 35:49 | 35:49 | 37:18 | 37:18 | 37:18 | 01:29 | 01:05 |
 | Yasha | 1 | 0.19% | 5.1 | 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 |
 | Echo Sabre | 1 | 0.19% | 3.8 | 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 |
 | Ghost Scepter | 1 | 0.19% | 2.5 | 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 |
 | Nullifier | 2 | 0.38% | 1.3 | 0.00% | -52.08% | 0.00% | 0.00% | 0.00% | 51:24 | 49:53 | 49:53 | 52:54 | 52:54 | 52:54 | 03:01 | 02:14 |