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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 | 60 | 10.19% | 100.0 | 71.67% | +21.58% | -5.00% | -5.00% | 0.00% | 36:08 | 22:24 | 31:12 | 34:48 | 40:21 | 56:01 | 09:09 | 06:46 |
 | Void Stone | 173 | 29.37% | 98.7 | 63.01% | +15.17% | +11.41% | -14.17% | -2.54% | 32:51 | 19:08 | 28:02 | 31:55 | 38:06 | 54:01 | 10:04 | 07:27 |
 | Aether Lens | 86 | 14.60% | 97.5 | 66.28% | +16.38% | +6.45% | -4.38% | -1.09% | 31:03 | 19:22 | 25:00 | 30:01 | 34:56 | 60:28 | 09:56 | 07:21 |
 | Boots of Travel | 42 | 7.13% | 96.2 | 71.43% | +20.61% | +10.39% | -11.43% | -1.63% | 40:58 | 24:17 | 33:57 | 39:50 | 47:19 | 1:03:30 | 13:22 | 09:54 |
 | Headdress | 171 | 29.03% | 94.9 | 61.40% | +12.84% | -3.26% | -10.24% | -1.22% | 18:37 | 05:45 | 15:37 | 18:49 | 21:19 | 40:37 | 05:42 | 04:13 |
 | Magic Stick | 220 | 37.35% | 93.7 | 60.00% | +12.30% | -7.27% | 0.00% | 1.75% | 03:12 | -01:30 | -01:29 | -01:28 | 05:38 | 27:34 | 07:07 | 05:16 |
 | Pipe of Insight | 137 | 23.26% | 92.4 | 62.04% | +12.70% | +5.61% | -12.04% | -3.58% | 21:35 | 12:16 | 18:54 | 21:57 | 23:50 | 40:52 | 04:56 | 03:39 |
 | Crimson Guard | 104 | 17.66% | 91.1 | 63.46% | +13.56% | -9.61% | +1.92% | 1.59% | 21:44 | 11:43 | 18:02 | 21:13 | 25:18 | 35:10 | 07:16 | 05:22 |
 | Assault Cuirass | 66 | 11.21% | 89.9 | 65.15% | +14.48% | -0.44% | -2.65% | -0.32% | 33:14 | 21:57 | 29:42 | 32:49 | 36:33 | 48:12 | 06:51 | 05:04 |
 | Arcane Boots | 379 | 64.35% | 88.6 | 55.67% | +9.48% | +8.54% | +4.33% | -0.98% | 09:33 | 03:20 | 05:06 | 06:24 | 09:23 | 48:41 | 04:17 | 03:10 |
 | Ring of Health | 248 | 42.11% | 87.3 | 56.85% | +7.88% | +1.21% | -6.85% | -0.44% | 15:42 | 01:36 | 03:37 | 16:34 | 21:51 | 54:48 | 18:14 | 13:30 |
 | Magic Wand | 361 | 61.29% | 86.1 | 55.40% | +8.03% | -4.29% | +7.93% | 1.50% | 04:19 | -01:30 | -01:29 | -01:28 | 09:37 | 33:51 | 11:06 | 08:13 |
 | Black King Bar | 341 | 57.89% | 84.8 | 55.43% | +7.45% | +6.92% | -9.55% | -2.19% | 28:12 | 13:02 | 23:52 | 26:16 | 31:23 | 1:03:03 | 07:31 | 05:34 |
 | Wind Lace | 269 | 45.67% | 83.5 | 56.13% | +7.07% | -0.91% | -14.34% | -2.74% | 16:48 | -01:29 | 14:35 | 17:19 | 19:29 | 48:48 | 04:54 | 03:37 |
 | Helm of Iron Will | 500 | 84.89% | 82.3 | 53.60% | +8.66% | +5.60% | 0.00% | -1.01% | 07:38 | 01:40 | 03:38 | 05:19 | 09:11 | 40:16 | 05:33 | 04:06 |
 | Vanguard | 134 | 22.75% | 81.0 | 58.21% | +7.66% | +9.44% | +8.46% | -0.08% | 12:17 | 04:24 | 06:14 | 08:54 | 17:58 | 34:04 | 11:44 | 08:41 |
 | Buckler | 456 | 77.42% | 79.7 | 53.29% | +4.42% | +11.62% | -8.55% | -7.12% | 13:24 | 03:13 | 11:04 | 12:23 | 13:54 | 45:10 | 02:50 | 02:05 |
 | Ring of Protection | 464 | 78.78% | 78.5 | 53.02% | +3.42% | +7.32% | -5.61% | -3.94% | 12:04 | -01:29 | 10:15 | 11:48 | 13:32 | 45:10 | 03:17 | 02:25 |
 | Boots of Speed | 589 | 100.00% | 77.2 | 52.29% | +52.29% | +4.85% | -6.03% | -1.40% | 07:23 | 01:03 | 02:40 | 06:47 | 10:27 | 24:36 | 07:47 | 05:45 |
 | Drum of Endurance | 96 | 16.30% | 75.9 | 59.38% | +8.47% | +19.79% | -17.71% | -7.01% | 22:00 | 07:13 | 18:34 | 20:37 | 23:55 | 48:48 | 05:21 | 03:57 |
 | Morbid Mask | 422 | 71.65% | 74.7 | 53.08% | +2.78% | +7.30% | -14.03% | -7.90% | 14:23 | 05:46 | 12:42 | 13:41 | 15:24 | 45:10 | 02:42 | 02:00 |
 | Vladmir's Offering | 422 | 71.65% | 73.4 | 53.08% | +2.78% | +5.41% | -13.08% | -7.02% | 15:24 | 07:14 | 13:40 | 14:48 | 16:18 | 45:10 | 02:38 | 01:57 |
 | Helm of the Overlord | 403 | 68.42% | 72.2 | 53.10% | +2.56% | +13.24% | -21.42% | -12.53% | 17:11 | 11:52 | 15:35 | 16:57 | 18:21 | 37:21 | 02:46 | 02:02 |
 | Ring of Basilius | 430 | 73.01% | 70.9 | 52.79% | +1.85% | -1.86% | -12.60% | -2.17% | 09:25 | -01:29 | 07:26 | 10:35 | 12:23 | 45:10 | 04:57 | 03:40 |
 | Helm of the Dominator | 418 | 70.97% | 69.6 | 52.63% | +1.17% | +13.08% | -8.40% | -7.24% | 10:05 | 05:53 | 08:26 | 09:49 | 11:24 | 25:07 | 02:58 | 02:11 |
 | Blink Dagger | 283 | 48.05% | 68.4 | 53.36% | +2.05% | +2.98% | -8.29% | -1.25% | 29:07 | 15:31 | 24:21 | 28:35 | 33:20 | 54:36 | 08:59 | 06:39 |
 | Diadem | 165 | 28.01% | 67.1 | 55.15% | +3.97% | +8.26% | -8.81% | -5.15% | 08:24 | 03:50 | 06:17 | 07:43 | 09:36 | 29:45 | 03:19 | 02:27 |
 | Boots of Bearing | 49 | 8.32% | 65.8 | 63.27% | +11.97% | +11.73% | -4.94% | -1.86% | 33:16 | 19:56 | 28:12 | 32:42 | 37:11 | 50:20 | 08:59 | 06:39 |
 | Sange | 77 | 13.07% | 64.6 | 58.44% | +7.07% | +31.03% | -16.33% | -5.65% | 28:01 | 16:48 | 22:30 | 27:20 | 30:53 | 56:59 | 08:23 | 06:12 |
 | Crown | 269 | 45.67% | 63.3 | 51.67% | -1.14% | +5.05% | -3.91% | -2.21% | 08:04 | 02:02 | 05:15 | 06:36 | 09:18 | 55:20 | 04:03 | 03:00 |
 | Hood of Defiance | 28 | 4.75% | 62.0 | 67.86% | +16.34% | +3.57% | +17.85% | 0.00% | 19:39 | 08:33 | 17:38 | 19:55 | 21:11 | 39:24 | 03:33 | 02:37 |
 | Tranquil Boots | 47 | 7.98% | 60.8 | 61.70% | +10.22% | +13.30% | -3.37% | -1.73% | 30:48 | 17:09 | 25:36 | 31:28 | 35:14 | 48:48 | 09:38 | 07:08 |
 | Quelling Blade | 292 | 49.58% | 59.5 | 50.00% | -4.55% | -2.05% | +10.27% | 0.00% | -01:13 | -01:30 | -01:29 | -01:29 | -01:29 | 32:27 | 00:00 | 00:00 |
 | Aghanim's Scepter | 147 | 24.96% | 58.2 | 52.38% | +0.12% | +4.38% | -1.03% | -1.16% | 18:49 | 12:34 | 14:52 | 16:19 | 19:31 | 44:30 | 04:39 | 03:26 |
 | Kaya and Sange | 6 | 1.02% | 57.0 | 100.00% | +48.20% | 0.00% | 0.00% | 0.00% | 33:51 | 20:46 | 26:06 | 27:13 | 39:37 | 54:54 | 13:31 | 10:00 |
 | Solar Crest | 16 | 2.72% | 55.7 | 75.00% | +23.34% | +25.00% | -25.00% | 0.00% | 30:20 | 16:31 | 22:05 | 28:16 | 36:46 | 55:44 | 14:41 | 10:52 |
 | Heaven's Halberd | 66 | 11.21% | 54.4 | 56.06% | +4.24% | +20.41% | -12.31% | -4.11% | 30:12 | 20:22 | 25:07 | 28:30 | 33:05 | 58:46 | 07:58 | 05:54 |
 | Chainmail | 64 | 10.87% | 53.2 | 56.25% | +4.44% | -6.25% | +6.25% | 1.11% | 20:18 | 05:42 | 13:26 | 18:55 | 24:40 | 44:54 | 11:14 | 08:19 |
 | Guardian Greaves | 45 | 7.64% | 51.9 | 57.78% | +5.94% | -3.23% | -12.33% | -1.39% | 24:05 | 12:43 | 19:48 | 23:22 | 26:21 | 44:49 | 06:33 | 04:51 |
 | Aghanim's Shard | 135 | 22.92% | 50.6 | 49.63% | -3.45% | +6.25% | -8.45% | -1.38% | 31:18 | 16:05 | 24:56 | 30:40 | 35:37 | 1:11:10 | 10:41 | 07:54 |
 | Arcane Blink | 8 | 1.36% | 49.4 | 87.50% | +35.69% | +12.50% | -37.50% | 0.00% | 50:17 | 35:49 | 36:02 | 46:25 | 56:29 | 1:11:06 | 20:27 | 15:08 |
 | Scythe of Vyse | 43 | 7.30% | 48.1 | 55.81% | +3.80% | +35.10% | -19.45% | -5.00% | 42:27 | 30:07 | 35:17 | 42:40 | 46:11 | 1:13:27 | 10:54 | 08:04 |
 | Medallion of Courage | 18 | 3.06% | 46.8 | 66.67% | +14.83% | +13.33% | -41.67% | 0.00% | 27:32 | 13:37 | 20:04 | 24:50 | 30:18 | 55:20 | 10:14 | 07:34 |
 | Mekansm | 50 | 8.49% | 45.6 | 52.00% | -0.32% | -5.85% | -10.33% | -0.43% | 19:53 | 08:41 | 13:54 | 18:56 | 24:14 | 38:22 | 10:20 | 07:39 |
 | Refresher Orb | 37 | 6.28% | 44.3 | 54.05% | +1.88% | -20.72% | -9.61% | 0.00% | 44:21 | 31:23 | 38:27 | 42:30 | 48:58 | 1:02:40 | 10:31 | 07:47 |
 | Lotus Orb | 29 | 4.92% | 43.0 | 55.17% | +3.03% | +30.54% | -12.31% | 0.00% | 32:00 | 20:44 | 27:29 | 30:58 | 36:57 | 45:15 | 09:28 | 07:00 |
 | Blight Stone | 20 | 3.40% | 41.8 | 60.00% | +7.98% | +20.00% | -40.00% | 0.00% | 28:54 | 13:37 | 19:52 | 25:56 | 36:19 | 55:20 | 16:27 | 12:11 |
 | Shiva's Guard | 19 | 3.23% | 40.5 | 57.89% | +5.78% | +22.11% | +2.11% | 0.00% | 34:42 | 28:00 | 29:36 | 33:37 | 38:36 | 46:31 | 09:00 | 06:40 |
 | Kaya | 6 | 1.02% | 39.2 | 83.33% | +31.36% | +16.67% | +16.67% | 0.00% | 30:52 | 20:46 | 25:34 | 27:13 | 38:05 | 39:06 | 12:31 | 09:16 |
 | Fluffy Hat | 28 | 4.75% | 38.0 | 50.00% | -2.41% | -7.14% | -7.14% | 0.00% | 27:43 | 04:04 | 21:16 | 24:33 | 35:12 | 56:29 | 13:56 | 10:19 |
 | Cornucopia | 27 | 4.58% | 36.7 | 48.15% | -4.34% | -5.29% | +8.99% | 0.00% | 40:17 | 30:25 | 34:31 | 38:08 | 41:47 | 1:01:29 | 07:16 | 05:22 |
 | Force Staff | 22 | 3.74% | 35.4 | 50.00% | -2.38% | 0.00% | -30.00% | 0.00% | 33:33 | 21:40 | 27:07 | 30:08 | 37:06 | 56:29 | 09:59 | 07:23 |
 | Boots of Travel 2 | 14 | 2.38% | 34.2 | 57.14% | +4.97% | -32.14% | +9.53% | 0.00% | 57:57 | 40:02 | 51:56 | 57:03 | 1:06:13 | 1:21:44 | 14:17 | 10:34 |
 | Aeon Disk | 18 | 3.06% | 32.9 | 50.00% | -2.36% | +30.00% | -25.00% | 0.00% | 49:58 | 27:08 | 42:44 | 50:40 | 56:22 | 1:15:53 | 13:38 | 10:05 |
 | Ghost Scepter | 6 | 1.02% | 31.6 | 66.67% | +14.53% | -16.67% | +33.33% | 0.00% | 36:29 | 24:15 | 24:31 | 25:24 | 49:42 | 1:02:45 | 25:11 | 18:39 |
 | Bottle | 13 | 2.21% | 30.4 | 46.15% | -6.28% | +20.52% | +20.52% | 0.00% | 03:30 | 00:34 | 01:06 | 01:18 | 01:21 | 30:30 | 00:15 | 00:11 |
 | Eul's Scepter of Divinity | 4 | 0.68% | 29.1 | 75.00% | +22.86% | +25.00% | +25.00% | 0.00% | 35:22 | 30:37 | 30:37 | 33:58 | 34:19 | 42:35 | 03:42 | 02:44 |
 | Bloodstone | 4 | 0.68% | 27.8 | 75.00% | +22.86% | +25.00% | -75.00% | 0.00% | 34:15 | 26:43 | 26:43 | 29:23 | 36:53 | 44:00 | 10:10 | 07:31 |
 | Linken's Sphere | 8 | 1.36% | 26.6 | 50.00% | -2.32% | 0.00% | 0.00% | 0.00% | 36:52 | 30:32 | 30:47 | 34:22 | 37:06 | 48:50 | 06:19 | 04:40 |
 | Bracer | 8 | 1.36% | 25.3 | 50.00% | -2.32% | +50.00% | 0.00% | 0.00% | 02:37 | 01:47 | 02:02 | 02:09 | 02:45 | 04:03 | 00:43 | 00:31 |
 | Spirit Vessel | 5 | 0.85% | 24.1 | 60.00% | +7.77% | +40.00% | -60.00% | 0.00% | 13:53 | 10:46 | 10:46 | 10:58 | 16:53 | 19:50 | 06:07 | 04:31 |
 | Urn of Shadows | 5 | 0.85% | 22.8 | 60.00% | +7.77% | +40.00% | -60.00% | 0.00% | 08:13 | 04:35 | 04:35 | 06:46 | 08:19 | 16:24 | 03:44 | 02:45 |
 | Wraith Pact | 5 | 0.85% | 21.5 | 60.00% | +7.77% | +40.00% | -60.00% | 0.00% | 28:13 | 16:37 | 16:37 | 31:48 | 33:56 | 37:46 | 17:19 | 12:49 |
 | Nullifier | 11 | 1.87% | 20.3 | 36.36% | -16.24% | +30.31% | -36.36% | 0.00% | 40:15 | 27:48 | 33:24 | 36:20 | 41:22 | 58:18 | 07:58 | 05:54 |
 | Aghanim's Blessing | 7 | 1.19% | 19.0 | 42.86% | -9.55% | +7.14% | -42.86% | 0.00% | 47:50 | 41:14 | 41:29 | 47:25 | 49:50 | 58:04 | 08:21 | 06:11 |
 | Power Treads | 4 | 0.68% | 17.7 | 50.00% | -2.31% | -50.00% | -50.00% | 0.00% | 06:41 | 05:38 | 05:38 | 06:05 | 06:50 | 08:09 | 01:12 | 00:53 |
 | Phase Boots | 1 | 0.17% | 16.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 00:00 | 00:00 |
 | Dagon | 1 | 0.17% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:08 | 40:08 | 40:08 | 40:08 | 40:08 | 40:08 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.17% | 13.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.17% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:35 | 42:35 | 42:35 | 42:35 | 42:35 | 42:35 | 00:00 | 00:00 |
 | Yasha | 1 | 0.17% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:46 | 34:46 | 34:46 | 34:46 | 34:46 | 34:46 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.17% | 10.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:08 | 40:08 | 40:08 | 40:08 | 40:08 | 40:08 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.17% | 8.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:52 | 1:10:52 | 1:10:52 | 1:10:52 | 1:10:52 | 1:10:52 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.17% | 7.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.17% | 6.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:44 | 43:44 | 43:44 | 43:44 | 43:44 | 43:44 | 00:00 | 00:00 |
 | Wraith Band | 2 | 0.34% | 5.1 | 50.00% | -2.30% | +50.00% | 0.00% | 0.00% | 26:46 | 23:24 | 23:24 | 30:07 | 30:07 | 30:07 | 06:43 | 04:58 |
 | Overwhelming Blink | 6 | 1.02% | 3.8 | 16.67% | -35.99% | -16.67% | -16.67% | 0.00% | 58:57 | 48:00 | 50:14 | 57:14 | 1:06:46 | 1:08:32 | 16:32 | 12:14 |
 | Desolator | 2 | 0.34% | 2.5 | 0.00% | -52.47% | 0.00% | 0.00% | 0.00% | 41:24 | 36:19 | 36:19 | 46:28 | 46:28 | 46:28 | 10:09 | 07:31 |
 | Glimmer Cape | 1 | 0.17% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |