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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 | |
 | Shiva's Guard | 52 | 11.04% | 100.0 | 75.00% | +27.51% | -5.77% | +9.62% | 2.21% | 37:03 | 24:14 | 32:29 | 35:50 | 39:27 | 1:05:36 | 06:58 | 05:09 |
 | Void Stone | 117 | 24.84% | 98.7 | 66.67% | +21.47% | +2.30% | -4.60% | -0.52% | 32:45 | 07:16 | 26:29 | 33:11 | 39:38 | 58:16 | 13:09 | 09:44 |
 | Refresher Orb | 37 | 7.86% | 97.3 | 72.97% | +24.35% | +15.92% | +4.81% | -1.20% | 46:29 | 32:04 | 40:51 | 44:50 | 50:07 | 1:15:12 | 09:16 | 06:51 |
 | Kaya and Sange | 96 | 20.38% | 96.0 | 63.54% | +16.34% | +19.79% | -5.21% | -2.95% | 31:13 | 17:30 | 26:11 | 29:17 | 34:40 | 1:03:00 | 08:29 | 06:17 |
 | Sange | 143 | 30.36% | 94.7 | 60.14% | +13.80% | +14.86% | -1.81% | -1.63% | 28:13 | 12:27 | 22:59 | 26:54 | 33:12 | 1:03:00 | 10:13 | 07:34 |
 | Kaya | 101 | 21.44% | 93.3 | 61.39% | +13.82% | +6.61% | -1.39% | -0.85% | 28:42 | 15:03 | 23:11 | 27:03 | 32:39 | 58:09 | 09:28 | 07:00 |
 | Heart of Tarrasque | 60 | 12.74% | 92.0 | 65.00% | +16.58% | +8.33% | -11.67% | -2.10% | 28:16 | 14:33 | 21:23 | 28:00 | 30:54 | 1:04:40 | 09:31 | 07:02 |
 | Boots of Bearing | 45 | 9.55% | 90.7 | 66.67% | +17.84% | +15.15% | -21.22% | -3.35% | 28:13 | 18:17 | 22:23 | 27:28 | 33:14 | 50:10 | 10:51 | 08:02 |
 | Octarine Core | 13 | 2.76% | 89.3 | 84.62% | +35.06% | +15.38% | +15.38% | 0.00% | 35:48 | 16:37 | 33:28 | 35:24 | 37:15 | 59:55 | 03:47 | 02:48 |
 | Ring of Health | 154 | 32.70% | 88.0 | 57.79% | +10.79% | -6.51% | -2.53% | 0.14% | 17:52 | 00:17 | 03:24 | 09:19 | 31:59 | 58:15 | 28:35 | 21:10 |
 | Aghanim's Scepter | 129 | 27.39% | 86.7 | 58.14% | +10.48% | +4.36% | -5.01% | -1.16% | 31:21 | 18:39 | 26:48 | 31:06 | 34:54 | 1:04:09 | 08:06 | 06:00 |
 | Blade Mail | 53 | 11.25% | 85.3 | 64.15% | +15.35% | +5.08% | -18.00% | -12.94% | 13:48 | 09:46 | 11:55 | 12:47 | 13:42 | 28:00 | 01:47 | 01:19 |
 | Heaven's Halberd | 39 | 8.28% | 84.0 | 66.67% | +17.60% | +23.33% | -6.67% | -3.81% | 29:33 | 18:44 | 24:34 | 28:23 | 32:27 | 49:08 | 07:53 | 05:50 |
 | Cornucopia | 15 | 3.18% | 82.7 | 80.00% | +30.44% | +20.00% | -30.00% | 0.00% | 35:47 | 10:58 | 23:31 | 37:52 | 45:30 | 56:17 | 21:59 | 16:17 |
 | Wind Lace | 403 | 85.56% | 81.3 | 52.36% | +12.65% | +0.12% | +1.11% | 0.23% | 05:11 | -01:29 | 03:08 | 05:14 | 07:31 | 29:32 | 04:23 | 03:14 |
 | Lotus Orb | 38 | 8.07% | 80.0 | 65.79% | +16.60% | +4.21% | -32.46% | -2.35% | 28:00 | 11:41 | 20:26 | 28:24 | 36:01 | 58:13 | 15:35 | 11:32 |
 | Tranquil Boots | 57 | 12.10% | 78.7 | 61.40% | +12.37% | -4.26% | -4.26% | 0.00% | 19:35 | 03:17 | 09:57 | 20:48 | 28:03 | 37:18 | 18:06 | 13:24 |
 | Magic Wand | 408 | 86.62% | 77.3 | 51.23% | +5.20% | +0.73% | -6.13% | -1.77% | 08:17 | -01:30 | 06:09 | 08:06 | 10:01 | 27:39 | 03:52 | 02:51 |
 | Magic Stick | 431 | 91.51% | 76.0 | 51.04% | +6.04% | +8.22% | -7.52% | -2.71% | 05:13 | -01:30 | 02:15 | 05:38 | 08:03 | 21:53 | 05:48 | 04:17 |
 | Boots of Speed | 471 | 100.00% | 74.7 | 50.53% | +50.53% | -3.07% | -5.61% | -1.54% | 03:21 | -01:29 | 02:30 | 03:12 | 04:09 | 09:29 | 01:39 | 01:13 |
 | Blink Dagger | 305 | 64.76% | 73.3 | 51.80% | +3.61% | +7.41% | -9.69% | -1.92% | 26:04 | 09:28 | 20:59 | 24:20 | 29:54 | 1:12:27 | 08:55 | 06:36 |
 | Scythe of Vyse | 37 | 7.86% | 72.0 | 64.86% | +15.55% | +1.81% | -20.42% | -2.89% | 39:52 | 25:46 | 34:58 | 39:24 | 42:39 | 58:13 | 07:41 | 05:41 |
 | Black King Bar | 398 | 84.50% | 70.7 | 50.25% | -1.80% | +7.75% | -4.80% | -2.20% | 20:41 | 13:24 | 16:46 | 18:41 | 22:28 | 56:14 | 05:42 | 04:13 |
 | Quelling Blade | 310 | 65.82% | 69.3 | 50.97% | +1.28% | -0.97% | +6.17% | 0.00% | -00:40 | -01:30 | -01:29 | -01:29 | -01:29 | 43:10 | 00:00 | 00:00 |
 | Chainmail | 406 | 86.20% | 68.0 | 49.75% | -5.63% | +7.11% | -7.18% | -4.66% | 07:18 | 02:43 | 05:13 | 06:36 | 08:17 | 36:16 | 03:04 | 02:16 |
 | Drum of Endurance | 73 | 15.50% | 66.7 | 57.53% | +8.28% | +9.14% | +3.58% | -1.09% | 15:46 | 08:40 | 11:19 | 13:36 | 16:26 | 46:48 | 05:07 | 03:47 |
 | Phase Boots | 378 | 80.25% | 65.3 | 49.47% | -5.37% | +4.21% | -9.04% | -4.94% | 08:03 | 04:09 | 06:22 | 07:26 | 09:03 | 32:55 | 02:41 | 01:59 |
 | Ring of Protection | 130 | 27.60% | 64.0 | 53.08% | +3.52% | -1.56% | +6.30% | 0.84% | 07:20 | -01:30 | -01:22 | 07:18 | 10:41 | 48:33 | 12:03 | 08:55 |
 | Vanguard | 69 | 14.65% | 62.7 | 56.52% | +7.02% | +25.83% | -9.46% | -12.03% | 07:52 | 03:57 | 05:57 | 06:42 | 08:53 | 26:42 | 02:56 | 02:10 |
 | Arcane Boots | 67 | 14.23% | 61.3 | 56.72% | +7.22% | +13.87% | -15.54% | -10.32% | 08:23 | 03:39 | 06:48 | 08:18 | 09:39 | 14:38 | 02:51 | 02:06 |
 | Overwhelming Blink | 11 | 2.34% | 60.0 | 81.82% | +32.04% | -15.15% | -15.15% | 0.00% | 49:14 | 32:15 | 38:45 | 43:46 | 56:16 | 1:06:53 | 17:31 | 12:58 |
 | Headdress | 45 | 9.55% | 58.7 | 60.00% | +10.47% | +21.82% | -5.45% | -3.50% | 14:07 | 05:13 | 08:43 | 13:09 | 16:31 | 34:36 | 07:48 | 05:46 |
 | Bottle | 189 | 40.13% | 57.3 | 50.26% | -0.45% | -3.45% | -1.32% | 2.13% | 01:56 | 00:12 | 01:22 | 01:34 | 01:44 | 50:14 | 00:22 | 00:16 |
 | Pipe of Insight | 21 | 4.46% | 56.0 | 66.67% | +16.89% | +33.33% | -6.67% | 0.00% | 21:02 | 11:45 | 16:22 | 20:18 | 24:36 | 35:09 | 08:14 | 06:05 |
 | Buckler | 30 | 6.37% | 54.7 | 60.00% | +10.11% | +15.00% | +11.43% | -0.67% | 17:35 | 09:19 | 12:48 | 14:35 | 18:08 | 48:34 | 05:20 | 03:57 |
 | Linken's Sphere | 28 | 5.94% | 53.3 | 60.71% | +10.82% | +25.00% | -32.14% | -4.81% | 34:16 | 18:27 | 26:06 | 30:28 | 37:59 | 1:09:59 | 11:53 | 08:48 |
 | Boots of Travel 2 | 12 | 2.55% | 52.0 | 75.00% | +25.11% | +25.00% | -41.67% | 0.00% | 58:41 | 42:10 | 47:57 | 59:04 | 60:20 | 1:17:51 | 12:23 | 09:10 |
 | Aghanim's Shard | 37 | 7.86% | 50.7 | 56.76% | +6.76% | +9.91% | -1.20% | -0.61% | 31:50 | 15:01 | 23:13 | 27:12 | 41:29 | 1:13:10 | 18:16 | 13:31 |
 | Soul Ring | 83 | 17.62% | 49.3 | 49.40% | -1.37% | +7.74% | -1.78% | -3.78% | 09:30 | 05:04 | 07:45 | 08:58 | 10:16 | 22:11 | 02:31 | 01:51 |
 | Aether Lens | 9 | 1.91% | 48.0 | 77.78% | +27.78% | -27.78% | +22.22% | 0.00% | 34:37 | 29:17 | 29:24 | 32:04 | 33:28 | 56:18 | 04:04 | 03:00 |
 | Bracer | 57 | 12.10% | 46.7 | 49.12% | -1.60% | -6.26% | +0.88% | 3.30% | 03:27 | -00:24 | 01:46 | 02:19 | 03:56 | 21:59 | 02:10 | 01:36 |
 | Guardian Greaves | 25 | 5.31% | 45.3 | 56.00% | +5.78% | +44.00% | -6.00% | -19.61% | 17:12 | 12:46 | 15:27 | 16:47 | 18:00 | 30:07 | 02:33 | 01:53 |
 | Vladmir's Offering | 4 | 0.85% | 44.0 | 100.00% | +49.89% | 0.00% | 0.00% | 0.00% | 38:02 | 24:58 | 24:58 | 36:40 | 41:15 | 49:14 | 16:17 | 12:03 |
 | Mekansm | 26 | 5.52% | 42.7 | 53.85% | +3.51% | +17.58% | -20.52% | -11.26% | 12:40 | 08:59 | 10:51 | 12:37 | 14:14 | 18:06 | 03:23 | 02:30 |
 | Aghanim's Blessing | 13 | 2.76% | 41.3 | 61.54% | +11.32% | +5.13% | +5.13% | 0.00% | 56:08 | 46:53 | 49:12 | 56:02 | 60:59 | 1:09:40 | 11:47 | 08:43 |
 | Hood of Defiance | 13 | 2.76% | 40.0 | 61.54% | +11.32% | +5.13% | -28.21% | 0.00% | 17:49 | 06:16 | 12:30 | 17:00 | 21:05 | 30:49 | 08:35 | 06:21 |
 | Boots of Travel | 12 | 2.55% | 38.7 | 58.33% | +8.00% | +8.34% | +8.34% | 0.00% | 41:30 | 32:15 | 35:18 | 39:35 | 44:31 | 56:07 | 09:13 | 06:49 |
 | Wraith Band | 9 | 1.91% | 37.3 | 55.56% | +5.13% | -5.56% | +44.44% | 0.00% | 14:32 | -01:29 | 01:37 | 16:47 | 27:33 | 30:37 | 25:56 | 19:12 |
 | Aeon Disk | 7 | 1.49% | 36.0 | 57.14% | +6.71% | -57.14% | -7.14% | 0.00% | 50:35 | 44:50 | 44:59 | 48:56 | 51:57 | 1:03:05 | 06:58 | 05:09 |
 | Yasha and Kaya | 2 | 0.42% | 34.7 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% | 27:45 | 24:40 | 24:40 | 30:50 | 30:50 | 30:50 | 06:10 | 04:34 |
 | Morbid Mask | 2 | 0.42% | 33.3 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% | 33:06 | 24:58 | 24:58 | 41:14 | 41:14 | 41:14 | 16:16 | 12:02 |
 | Ring of Basilius | 2 | 0.42% | 33.3 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% | 33:06 | 24:58 | 24:58 | 41:14 | 41:14 | 41:14 | 16:16 | 12:02 |
 | Yasha | 2 | 0.42% | 30.7 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% | 27:32 | 24:14 | 24:14 | 30:50 | 30:50 | 30:50 | 06:36 | 04:53 |
 | Bloodstone | 2 | 0.42% | 29.3 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% | 34:23 | 21:09 | 21:09 | 47:36 | 47:36 | 47:36 | 26:27 | 19:35 |
 | Assault Cuirass | 2 | 0.42% | 28.0 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% | 41:42 | 34:22 | 34:22 | 49:01 | 49:01 | 49:01 | 14:39 | 10:51 |
 | Helm of Iron Will | 11 | 2.34% | 26.7 | 45.45% | -5.20% | +21.22% | -12.12% | 0.00% | 18:25 | 08:50 | 12:21 | 18:15 | 23:01 | 27:02 | 10:40 | 07:54 |
 | Crimson Guard | 11 | 2.34% | 25.3 | 45.45% | -5.20% | +21.22% | -12.12% | 0.00% | 20:45 | 10:44 | 15:31 | 21:19 | 25:11 | 28:19 | 09:40 | 07:09 |
 | Eul's Scepter of Divinity | 5 | 1.06% | 24.0 | 60.00% | +9.57% | +40.00% | -60.00% | 0.00% | 43:36 | 29:56 | 29:56 | 46:48 | 47:25 | 51:06 | 17:29 | 12:57 |
 | Fluffy Hat | 9 | 1.91% | 22.7 | 44.44% | -6.21% | +55.56% | +5.56% | 0.00% | 24:58 | 08:51 | 09:27 | 21:41 | 36:49 | 49:37 | 27:22 | 20:16 |
 | Falcon Blade | 3 | 0.64% | 21.3 | 66.67% | +16.24% | +33.33% | 0.00% | 0.00% | 10:43 | 08:57 | 08:57 | 10:52 | 12:21 | 12:21 | 03:24 | 02:31 |
 | Spirit Vessel | 3 | 0.64% | 20.0 | 66.67% | +16.24% | +33.33% | 0.00% | 0.00% | 17:57 | 10:24 | 10:24 | 14:28 | 29:00 | 29:00 | 18:36 | 13:46 |
 | Urn of Shadows | 3 | 0.64% | 18.7 | 66.67% | +16.24% | +33.33% | 0.00% | 0.00% | 10:25 | 06:11 | 06:11 | 10:30 | 14:34 | 14:34 | 08:23 | 06:12 |
 | Wind Waker | 4 | 0.85% | 17.3 | 50.00% | -0.54% | +50.00% | +50.00% | 0.00% | 50:03 | 46:33 | 46:33 | 51:06 | 51:15 | 51:17 | 04:42 | 03:28 |
 | Wraith Pact | 1 | 0.21% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:36 | 43:36 | 43:36 | 43:36 | 43:36 | 43:36 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.21% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Force Staff | 6 | 1.27% | 13.3 | 33.33% | -17.42% | +16.67% | -33.33% | 0.00% | 34:35 | 18:39 | 24:29 | 33:31 | 44:16 | 49:37 | 19:47 | 14:39 |
 | Hand of Midas | 2 | 0.42% | 12.0 | 50.00% | -0.53% | -50.00% | 0.00% | 0.00% | 33:40 | 29:30 | 29:30 | 37:50 | 37:50 | 37:50 | 08:20 | 06:10 |
 | Ghost Scepter | 6 | 1.27% | 10.7 | 16.67% | -34.30% | -16.67% | -16.67% | 0.00% | 30:04 | 25:17 | 26:56 | 28:20 | 34:27 | 36:50 | 07:31 | 05:34 |
 | Diadem | 1 | 0.21% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.21% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Dagon | 1 | 0.21% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.21% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.21% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.21% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.21% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 00:00 | 00:00 |