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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 | |
 | Abyssal Blade | 61 | 18.10% | 100.0 | 73.77% | +33.91% | -0.44% | -0.44% | 0.00% | 39:19 | 28:23 | 33:16 | 37:22 | 42:48 | 1:15:04 | 09:32 | 07:03 |
 | Blink Dagger | 88 | 26.11% | 98.9 | 69.32% | +31.57% | -1.14% | -10.23% | -1.27% | 34:36 | 20:13 | 30:04 | 34:09 | 37:13 | 1:01:47 | 07:09 | 05:17 |
 | Ring of Health | 87 | 25.82% | 97.7 | 68.97% | +30.97% | -0.79% | -0.79% | 0.00% | 32:01 | 02:10 | 24:52 | 32:36 | 36:26 | 1:14:54 | 11:34 | 08:34 |
 | Vanguard | 62 | 18.40% | 96.6 | 69.35% | +28.62% | -0.60% | -2.68% | -0.23% | 35:18 | 04:34 | 31:48 | 35:36 | 40:52 | 1:14:55 | 09:04 | 06:42 |
 | Swift Blink | 38 | 11.28% | 95.5 | 71.05% | +28.24% | +18.95% | -37.72% | -5.54% | 47:14 | 29:28 | 41:27 | 45:33 | 51:41 | 1:09:08 | 10:14 | 07:34 |
 | Void Stone | 34 | 10.09% | 94.3 | 70.59% | +27.36% | +18.30% | -20.59% | -3.03% | 33:28 | 19:22 | 25:06 | 31:30 | 37:57 | 52:02 | 12:51 | 09:31 |
 | Aghanim's Scepter | 80 | 23.74% | 93.2 | 62.50% | +21.64% | +12.50% | -7.50% | -3.56% | 30:02 | 19:07 | 26:43 | 29:06 | 32:20 | 48:20 | 05:37 | 04:09 |
 | Linken's Sphere | 59 | 17.51% | 92.0 | 62.71% | +20.26% | +23.96% | -2.71% | -2.64% | 33:46 | 17:17 | 28:06 | 32:21 | 38:13 | 1:06:06 | 10:07 | 07:29 |
 | Mjollnir | 197 | 58.46% | 90.9 | 55.33% | +22.47% | +5.89% | -8.39% | -2.15% | 25:42 | 13:23 | 21:47 | 24:53 | 28:26 | 50:20 | 06:39 | 04:55 |
 | Skull Basher | 153 | 45.40% | 89.8 | 53.59% | +13.92% | -0.96% | -6.22% | -0.64% | 31:41 | 17:41 | 27:11 | 30:26 | 35:24 | 1:10:40 | 08:13 | 06:05 |
 | Ring of Basilius | 16 | 4.75% | 88.6 | 75.00% | +30.45% | 0.00% | 0.00% | 0.00% | 13:24 | 02:28 | 05:19 | 11:07 | 13:06 | 39:32 | 07:47 | 05:45 |
 | Refresher Orb | 25 | 7.42% | 87.5 | 68.00% | +23.77% | +15.33% | -34.67% | -4.23% | 45:16 | 36:37 | 38:30 | 44:14 | 50:19 | 57:30 | 11:49 | 08:45 |
 | Aghanim's Blessing | 11 | 3.26% | 86.4 | 81.82% | +37.03% | +18.18% | -15.15% | -7.38% | 49:20 | 42:45 | 45:12 | 48:58 | 49:43 | 1:01:54 | 04:31 | 03:20 |
 | Butterfly | 20 | 5.93% | 85.2 | 70.00% | +25.52% | +10.00% | -30.00% | -4.72% | 36:20 | 24:09 | 31:24 | 34:17 | 39:52 | 50:01 | 08:28 | 06:16 |
 | Magic Wand | 259 | 76.85% | 84.1 | 49.03% | +13.13% | -1.34% | -7.49% | -0.68% | 06:26 | -01:29 | 01:45 | 04:35 | 10:50 | 50:55 | 09:05 | 06:43 |
 | Manta Style | 73 | 21.66% | 83.0 | 54.79% | +11.23% | +0.77% | -10.35% | -1.33% | 24:54 | 14:34 | 19:28 | 24:30 | 27:50 | 44:29 | 08:22 | 06:11 |
 | Boots of Travel 2 | 8 | 2.37% | 81.8 | 87.50% | +42.52% | +12.50% | -37.50% | 0.00% | 57:44 | 43:27 | 50:22 | 53:31 | 55:44 | 1:25:39 | 05:22 | 03:58 |
 | Phase Boots | 323 | 95.85% | 80.7 | 47.37% | +33.08% | +5.72% | -6.63% | -9.62% | 06:12 | 03:20 | 05:17 | 05:48 | 06:34 | 14:29 | 01:17 | 00:57 |
 | Chainmail | 324 | 96.14% | 79.5 | 47.22% | +31.84% | +8.34% | -4.01% | -8.52% | 05:14 | 02:00 | 04:16 | 04:58 | 05:43 | 13:54 | 01:27 | 01:04 |
 | Magic Stick | 277 | 82.20% | 78.4 | 47.65% | +9.32% | -4.17% | -4.17% | 0.00% | 00:30 | -01:30 | -01:29 | -01:29 | 01:03 | 50:54 | 02:32 | 01:52 |
 | Yasha | 113 | 33.53% | 77.3 | 51.33% | +8.03% | +12.96% | -1.33% | -1.69% | 21:16 | 11:13 | 15:31 | 20:33 | 23:57 | 54:48 | 08:26 | 06:14 |
 | Cornucopia | 47 | 13.95% | 76.1 | 57.45% | +13.31% | +0.88% | +0.88% | 0.00% | 36:55 | 17:14 | 29:31 | 36:37 | 40:56 | 1:05:55 | 11:25 | 08:27 |
 | Aghanim's Shard | 188 | 55.79% | 75.0 | 48.40% | +5.45% | +2.66% | -18.61% | -2.78% | 28:49 | 19:21 | 24:25 | 28:06 | 32:04 | 47:29 | 07:39 | 05:40 |
 | Boots of Speed | 337 | 100.00% | 73.9 | 45.99% | +45.99% | +5.20% | -1.94% | -4.66% | 03:10 | -01:29 | 02:14 | 03:02 | 03:46 | 08:50 | 01:32 | 01:08 |
 | Black King Bar | 298 | 88.43% | 72.7 | 45.97% | -0.18% | +14.03% | -17.59% | -10.31% | 19:45 | 15:04 | 17:45 | 18:54 | 20:49 | 40:50 | 03:04 | 02:16 |
 | Quelling Blade | 294 | 87.24% | 71.6 | 45.92% | -0.59% | +0.03% | +6.13% | 0.00% | -01:18 | -01:30 | -01:29 | -01:29 | -01:29 | 12:33 | 00:00 | 00:00 |
 | Maelstrom | 321 | 95.25% | 70.5 | 45.48% | -10.77% | +18.27% | -21.73% | -20.51% | 12:21 | 07:57 | 11:09 | 12:09 | 13:06 | 34:34 | 01:57 | 01:26 |
 | Javelin | 322 | 95.55% | 69.3 | 45.34% | -14.66% | +7.75% | -12.84% | -10.84% | 08:40 | 03:17 | 07:19 | 08:09 | 09:13 | 37:48 | 01:54 | 01:24 |
 | Nullifier | 29 | 8.61% | 68.2 | 58.62% | +13.81% | +41.38% | -30.05% | -10.38% | 32:16 | 19:32 | 28:22 | 32:54 | 35:15 | 48:26 | 06:53 | 05:05 |
 | Rod of Atos | 33 | 9.79% | 67.0 | 54.55% | +9.48% | +7.95% | -4.55% | -1.62% | 23:47 | 12:59 | 19:24 | 23:53 | 27:07 | 39:19 | 07:43 | 05:42 |
 | Wraith Band | 122 | 36.20% | 65.9 | 44.26% | -2.72% | +7.35% | -7.59% | -11.35% | 03:40 | -00:09 | 01:42 | 02:18 | 03:01 | 28:45 | 01:19 | 00:58 |
 | Crown | 36 | 10.68% | 64.8 | 52.78% | +7.60% | +13.89% | -19.45% | -4.27% | 21:30 | 07:37 | 17:53 | 20:36 | 25:41 | 39:13 | 07:48 | 05:46 |
 | Wind Lace | 46 | 13.65% | 63.6 | 47.83% | +2.13% | +2.17% | -11.47% | -1.94% | 12:48 | -01:23 | 08:27 | 12:02 | 15:28 | 36:46 | 07:01 | 05:11 |
 | Gleipnir | 31 | 9.20% | 62.5 | 51.61% | +6.19% | +35.89% | -14.11% | -8.98% | 26:29 | 17:31 | 22:57 | 26:08 | 28:31 | 39:37 | 05:34 | 04:07 |
 | Morbid Mask | 10 | 2.97% | 61.4 | 70.00% | +24.74% | -3.33% | -20.00% | -1.34% | 32:31 | 15:32 | 27:06 | 30:46 | 39:32 | 45:13 | 12:26 | 09:12 |
 | Sange | 68 | 20.18% | 60.2 | 44.12% | -2.35% | +20.59% | -14.71% | -3.94% | 25:28 | 14:11 | 20:44 | 24:04 | 29:41 | 48:40 | 08:57 | 06:37 |
 | Fluffy Hat | 8 | 2.37% | 59.1 | 75.00% | +29.71% | -25.00% | -25.00% | 0.00% | 09:17 | 01:44 | 05:45 | 07:20 | 07:58 | 29:20 | 02:13 | 01:38 |
 | Helm of Iron Will | 35 | 10.39% | 58.0 | 48.57% | +2.87% | +18.10% | -15.24% | -4.15% | 30:36 | 11:05 | 26:01 | 31:13 | 34:03 | 48:12 | 08:02 | 05:57 |
 | Sange and Yasha | 30 | 8.90% | 56.8 | 50.00% | +4.40% | +25.00% | +7.14% | -2.04% | 22:34 | 14:41 | 17:28 | 23:41 | 26:14 | 32:31 | 08:46 | 06:29 |
 | Pipe of Insight | 9 | 2.67% | 55.7 | 66.67% | +21.24% | -16.67% | -16.67% | 0.00% | 20:15 | 13:53 | 14:42 | 18:50 | 22:19 | 28:52 | 07:37 | 05:38 |
 | Eye of Skadi | 31 | 9.20% | 54.5 | 45.16% | -0.92% | +17.34% | -7.66% | -2.98% | 34:35 | 22:06 | 29:26 | 34:59 | 37:50 | 50:05 | 08:24 | 06:13 |
 | Blight Stone | 7 | 2.08% | 53.4 | 71.43% | +25.98% | +28.57% | -21.43% | 0.00% | 14:28 | 05:45 | 06:12 | 07:58 | 17:14 | 36:46 | 11:02 | 08:10 |
 | Moon Shard | 3 | 0.89% | 52.3 | 100.00% | +54.49% | 0.00% | 0.00% | 0.00% | 58:11 | 53:11 | 53:11 | 58:59 | 1:02:22 | 1:02:22 | 09:11 | 06:48 |
 | Kaya | 3 | 0.89% | 51.1 | 100.00% | +54.49% | 0.00% | 0.00% | 0.00% | 35:12 | 22:48 | 22:48 | 28:02 | 54:46 | 54:46 | 31:58 | 23:40 |
 | Orb of Corrosion | 3 | 0.89% | 50.0 | 100.00% | +54.49% | 0.00% | 0.00% | 0.00% | 07:16 | 06:12 | 06:12 | 07:13 | 08:22 | 08:22 | 02:10 | 01:36 |
 | Boots of Travel | 3 | 0.89% | 48.9 | 100.00% | +54.49% | 0.00% | 0.00% | 0.00% | 41:26 | 38:40 | 38:40 | 39:17 | 46:22 | 46:22 | 07:42 | 05:42 |
 | Disperser | 3 | 0.89% | 47.7 | 100.00% | +54.49% | 0.00% | 0.00% | 0.00% | 32:29 | 24:56 | 24:56 | 34:21 | 38:09 | 38:09 | 13:13 | 09:47 |
 | Satanic | 5 | 1.48% | 46.6 | 80.00% | +34.52% | +20.00% | +20.00% | 0.00% | 34:03 | 21:29 | 21:29 | 32:59 | 40:04 | 45:31 | 18:35 | 13:45 |
 | Heaven's Halberd | 33 | 9.79% | 45.5 | 42.42% | -3.96% | +7.58% | -29.92% | -3.87% | 30:18 | 20:38 | 24:30 | 27:53 | 34:12 | 51:49 | 09:42 | 07:11 |
 | Headdress | 10 | 2.97% | 44.3 | 60.00% | +14.43% | -26.67% | -10.00% | 2.87% | 15:33 | 09:52 | 11:46 | 15:53 | 17:35 | 23:24 | 05:49 | 04:18 |
 | Ring of Protection | 13 | 3.86% | 43.2 | 53.85% | +8.17% | +12.82% | -20.52% | -1.63% | 19:29 | 02:26 | 08:16 | 12:50 | 28:41 | 39:32 | 20:25 | 15:07 |
 | Spirit Vessel | 6 | 1.78% | 42.0 | 66.67% | +21.05% | +33.33% | -66.67% | 0.00% | 13:36 | 11:14 | 12:01 | 13:00 | 15:34 | 16:02 | 03:33 | 02:37 |
 | Orb of Venom | 6 | 1.78% | 40.9 | 66.67% | +21.05% | -16.67% | +33.33% | 0.00% | 03:43 | 00:57 | 01:16 | 03:26 | 05:24 | 06:12 | 04:08 | 03:03 |
 | Urn of Shadows | 6 | 1.78% | 39.8 | 66.67% | +21.05% | +33.33% | -66.67% | 0.00% | 08:53 | 04:11 | 06:58 | 08:49 | 11:27 | 12:48 | 04:29 | 03:19 |
 | Buckler | 9 | 2.67% | 38.6 | 55.56% | +9.83% | -5.56% | -5.56% | 0.00% | 28:58 | 13:24 | 23:57 | 28:42 | 31:23 | 39:32 | 07:26 | 05:30 |
 | Vladmir's Offering | 4 | 1.19% | 37.5 | 75.00% | +29.35% | +25.00% | +25.00% | 0.00% | 30:24 | 24:07 | 24:07 | 27:11 | 30:47 | 39:32 | 06:40 | 04:56 |
 | Radiance | 2 | 0.59% | 36.4 | 100.00% | +54.33% | 0.00% | 0.00% | 0.00% | 18:04 | 14:52 | 14:52 | 21:15 | 21:15 | 21:15 | 06:23 | 04:43 |
 | Bloodstone | 2 | 0.59% | 35.2 | 100.00% | +54.33% | 0.00% | 0.00% | 0.00% | 28:35 | 24:28 | 24:28 | 32:41 | 32:41 | 32:41 | 08:13 | 06:05 |
 | Medallion of Courage | 5 | 1.48% | 34.1 | 60.00% | +14.22% | +40.00% | +40.00% | 0.00% | 19:47 | 08:42 | 08:42 | 17:14 | 19:59 | 36:46 | 11:17 | 08:21 |
 | Solar Crest | 5 | 1.48% | 33.0 | 60.00% | +14.22% | +40.00% | +40.00% | 0.00% | 23:18 | 17:52 | 17:52 | 21:11 | 22:27 | 36:47 | 04:35 | 03:23 |
 | Diffusal Blade | 6 | 1.78% | 31.8 | 50.00% | +4.08% | -50.00% | +50.00% | 0.00% | 25:14 | 15:52 | 21:42 | 22:38 | 30:37 | 37:43 | 08:55 | 06:36 |
 | Monkey King Bar | 8 | 2.37% | 30.7 | 37.50% | -8.70% | +12.50% | -37.50% | 0.00% | 36:33 | 27:17 | 31:08 | 37:16 | 38:12 | 45:38 | 07:04 | 05:14 |
 | Falcon Blade | 4 | 1.19% | 29.5 | 50.00% | +4.05% | -50.00% | -50.00% | 0.00% | 07:15 | 04:31 | 04:31 | 07:43 | 07:58 | 08:49 | 03:27 | 02:33 |
 | Yasha and Kaya | 1 | 0.30% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:48 | 54:48 | 54:48 | 54:48 | 54:48 | 54:48 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.30% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.30% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.30% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.30% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 00:00 | 00:00 |
 | Desolator | 1 | 0.30% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.30% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.30% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Assault Cuirass | 5 | 1.48% | 19.3 | 40.00% | -6.08% | -40.00% | -40.00% | 0.00% | 32:01 | 28:51 | 28:51 | 31:44 | 32:11 | 38:00 | 03:20 | 02:28 |
 | Lotus Orb | 2 | 0.59% | 18.2 | 50.00% | +4.03% | -50.00% | 0.00% | 0.00% | 37:18 | 34:21 | 34:21 | 40:15 | 40:15 | 40:15 | 05:54 | 04:22 |
 | Scythe of Vyse | 2 | 0.59% | 17.0 | 50.00% | +4.03% | -50.00% | 0.00% | 0.00% | 47:30 | 43:42 | 43:42 | 51:18 | 51:18 | 51:18 | 07:36 | 05:37 |
 | Power Treads | 11 | 3.26% | 15.9 | 18.18% | -28.75% | -18.18% | +48.49% | 47.06% | 07:01 | 05:17 | 05:48 | 06:43 | 07:13 | 11:25 | 01:25 | 01:02 |
 | Crystalys | 3 | 0.89% | 14.8 | 33.33% | -12.78% | +66.67% | 0.00% | 0.00% | 29:39 | 27:30 | 27:30 | 28:22 | 33:04 | 33:04 | 05:34 | 04:07 |
 | Silver Edge | 3 | 0.89% | 13.6 | 33.33% | -12.78% | +66.67% | 0.00% | 0.00% | 30:08 | 28:15 | 28:15 | 29:05 | 33:04 | 33:04 | 04:49 | 03:34 |
 | Shadow Blade | 4 | 1.19% | 12.5 | 25.00% | -21.25% | +75.00% | -25.00% | 0.00% | 32:23 | 24:32 | 24:32 | 26:26 | 31:25 | 47:07 | 06:53 | 05:05 |
 | Mekansm | 1 | 0.30% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 00:00 | 00:00 |
 | Crimson Guard | 2 | 0.59% | 10.2 | 0.00% | -46.27% | 0.00% | 0.00% | 0.00% | 19:42 | 17:04 | 17:04 | 22:19 | 22:19 | 22:19 | 05:15 | 03:53 |
 | Ghost Scepter | 1 | 0.30% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 00:00 | 00:00 |
 | Bottle | 1 | 0.30% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.30% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 0.59% | 5.7 | 0.00% | -46.27% | 0.00% | 0.00% | 0.00% | 1:26:57 | 57:43 | 57:43 | 1:56:10 | 1:56:10 | 1:56:10 | 58:27 | 43:17 |
 | Wraith Pact | 1 | 0.30% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 00:00 | 00:00 |
 | Blade Mail | 3 | 0.89% | 3.4 | 0.00% | -46.41% | 0.00% | 0.00% | 0.00% | 12:52 | 09:56 | 09:56 | 09:57 | 18:42 | 18:42 | 08:46 | 06:29 |
 | Guardian Greaves | 1 | 0.30% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:56 | 16:56 | 16:56 | 16:56 | 16:56 | 16:56 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.30% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:52 | 04:52 | 04:52 | 04:52 | 04:52 | 04:52 | 00:00 | 00:00 |