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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 | |
 | Void Stone | 44 | 25.73% | 100.0 | 72.73% | +33.36% | -9.09% | +9.09% | 2.19% | 34:02 | 13:16 | 29:29 | 34:11 | 37:47 | 58:09 | 08:18 | 06:08 |
 | Refresher Orb | 13 | 7.60% | 98.4 | 84.62% | +39.68% | +15.38% | +15.38% | 0.00% | 46:08 | 33:21 | 41:05 | 44:50 | 49:03 | 1:03:42 | 07:58 | 05:54 |
 | Boots of Bearing | 32 | 18.71% | 96.8 | 68.75% | +25.58% | +6.25% | -18.75% | -2.16% | 28:50 | 18:17 | 22:58 | 27:50 | 34:32 | 50:10 | 11:34 | 08:34 |
 | Scythe of Vyse | 21 | 12.28% | 95.2 | 71.43% | +26.76% | -11.43% | -11.43% | 0.00% | 39:23 | 29:44 | 34:54 | 39:00 | 41:33 | 58:13 | 06:39 | 04:55 |
 | Aghanim's Scepter | 34 | 19.88% | 93.7 | 64.71% | +20.91% | +13.07% | -2.21% | -1.99% | 32:09 | 22:51 | 27:55 | 31:08 | 35:36 | 1:04:09 | 07:41 | 05:41 |
 | Ring of Health | 58 | 33.92% | 92.1 | 58.62% | +16.14% | -11.95% | +5.67% | 0.52% | 20:02 | 02:10 | 03:29 | 07:08 | 37:29 | 58:09 | 34:00 | 25:11 |
 | Shiva's Guard | 15 | 8.77% | 90.5 | 73.33% | +27.82% | -23.33% | +1.67% | 4.81% | 35:01 | 28:35 | 31:20 | 34:51 | 36:32 | 43:26 | 05:12 | 03:51 |
 | Lotus Orb | 10 | 5.85% | 88.9 | 80.00% | +34.04% | +20.00% | -30.00% | 0.00% | 30:12 | 13:33 | 22:12 | 28:24 | 37:44 | 58:13 | 15:32 | 11:30 |
 | Magic Wand | 150 | 87.72% | 87.3 | 50.00% | +16.67% | +7.89% | -17.57% | -5.68% | 08:48 | -01:29 | 06:05 | 08:33 | 10:34 | 27:39 | 04:29 | 03:19 |
 | Tranquil Boots | 41 | 23.98% | 85.7 | 58.54% | +13.92% | -8.54% | +1.46% | 0.52% | 19:14 | 03:17 | 08:55 | 20:48 | 28:03 | 37:18 | 19:08 | 14:10 |
 | Magic Stick | 162 | 94.74% | 84.1 | 48.77% | +15.44% | +4.89% | -1.27% | -1.00% | 05:13 | -01:30 | 02:16 | 05:20 | 08:26 | 18:49 | 06:10 | 04:34 |
 | Blink Dagger | 113 | 66.08% | 82.5 | 50.44% | +7.34% | +6.70% | -7.58% | -2.31% | 25:19 | 09:28 | 21:17 | 24:04 | 27:28 | 1:12:27 | 06:11 | 04:34 |
 | Quelling Blade | 109 | 63.74% | 81.0 | 50.46% | +6.91% | +1.39% | +1.39% | 0.00% | -00:56 | -01:30 | -01:29 | -01:29 | -01:29 | 30:32 | 00:00 | 00:00 |
 | Boots of Speed | 171 | 100.00% | 79.4 | 47.95% | +47.95% | -3.76% | -1.44% | 1.29% | 03:12 | -01:29 | 02:21 | 03:05 | 04:09 | 09:07 | 01:48 | 01:20 |
 | Wind Lace | 160 | 93.57% | 77.8 | 48.13% | +2.68% | +4.37% | +9.37% | 0.79% | 04:24 | -01:29 | -00:52 | 04:49 | 07:14 | 29:32 | 08:06 | 06:00 |
 | Drum of Endurance | 53 | 30.99% | 76.2 | 54.72% | +9.80% | +14.51% | -0.87% | -3.20% | 15:23 | 08:40 | 10:59 | 12:51 | 15:47 | 46:38 | 04:48 | 03:33 |
 | Kaya | 28 | 16.37% | 74.6 | 60.71% | +15.26% | +25.00% | -3.57% | -3.00% | 28:37 | 17:01 | 22:41 | 25:20 | 32:12 | 58:09 | 09:31 | 07:02 |
 | Black King Bar | 148 | 86.55% | 73.0 | 47.97% | +0.14% | +3.38% | -15.54% | -4.19% | 20:09 | 14:13 | 16:53 | 18:44 | 21:24 | 39:27 | 04:31 | 03:20 |
 | Phase Boots | 121 | 70.76% | 71.4 | 47.11% | -2.89% | +9.56% | -10.44% | -7.45% | 08:09 | 04:46 | 06:24 | 07:27 | 09:05 | 27:35 | 02:41 | 01:59 |
 | Chainmail | 131 | 76.61% | 69.8 | 46.56% | -5.94% | +7.99% | -13.23% | -6.63% | 07:45 | 02:43 | 05:28 | 06:33 | 08:40 | 36:16 | 03:12 | 02:22 |
 | Boots of Travel | 4 | 2.34% | 68.3 | 100.00% | +53.29% | 0.00% | 0.00% | 0.00% | 39:25 | 33:33 | 33:33 | 37:35 | 39:35 | 46:56 | 06:02 | 04:28 |
 | Kaya and Sange | 26 | 15.20% | 66.7 | 57.69% | +11.48% | +28.02% | +8.98% | -2.34% | 31:06 | 17:30 | 25:22 | 28:57 | 33:31 | 1:03:00 | 08:09 | 06:02 |
 | Sange | 40 | 23.39% | 65.1 | 52.50% | +5.94% | +17.50% | -2.50% | -3.28% | 28:21 | 14:45 | 24:06 | 27:21 | 30:12 | 1:03:00 | 06:06 | 04:31 |
 | Bottle | 51 | 29.82% | 63.5 | 49.02% | +1.52% | -10.56% | -2.87% | 7.69% | 01:27 | 00:23 | 01:19 | 01:31 | 01:40 | 01:52 | 00:21 | 00:15 |
 | Arcane Boots | 28 | 16.37% | 61.9 | 53.57% | +6.72% | +3.57% | -39.28% | -23.81% | 09:10 | 04:52 | 08:10 | 09:19 | 09:58 | 12:57 | 01:48 | 01:20 |
 | Vanguard | 28 | 16.37% | 60.3 | 53.57% | +6.72% | +17.86% | -25.00% | -20.41% | 07:55 | 05:01 | 06:09 | 06:40 | 08:15 | 26:42 | 02:06 | 01:33 |
 | Aghanim's Shard | 18 | 10.53% | 58.7 | 55.56% | +8.50% | -15.56% | +19.44% | 2.02% | 34:01 | 18:13 | 24:08 | 27:12 | 41:29 | 1:13:10 | 17:21 | 12:51 |
 | Aether Lens | 5 | 2.92% | 57.1 | 80.00% | +33.01% | +20.00% | +20.00% | 0.00% | 32:38 | 29:39 | 29:39 | 32:04 | 33:28 | 36:39 | 03:49 | 02:49 |
 | Octarine Core | 5 | 2.92% | 55.6 | 80.00% | +33.01% | +20.00% | +20.00% | 0.00% | 36:31 | 35:24 | 35:24 | 36:53 | 37:15 | 37:21 | 01:51 | 01:22 |
 | Aghanim's Blessing | 5 | 2.92% | 54.0 | 80.00% | +33.01% | -80.00% | +20.00% | 0.00% | 58:12 | 49:49 | 49:49 | 57:35 | 1:01:15 | 1:09:40 | 11:26 | 08:28 |
 | Overwhelming Blink | 5 | 2.92% | 52.4 | 80.00% | +33.01% | -80.00% | +20.00% | 0.00% | 47:16 | 38:05 | 38:05 | 42:02 | 52:46 | 1:04:41 | 14:41 | 10:52 |
 | Ring of Protection | 42 | 24.56% | 50.8 | 40.48% | -9.91% | +4.97% | -0.48% | -0.65% | 05:11 | -01:29 | -01:28 | 05:26 | 09:52 | 20:31 | 11:20 | 08:23 |
 | Headdress | 13 | 7.60% | 49.2 | 46.15% | -1.95% | +20.52% | +20.52% | 0.00% | 14:42 | 05:51 | 09:28 | 13:54 | 18:31 | 26:34 | 09:03 | 06:42 |
 | Heaven's Halberd | 13 | 7.60% | 47.6 | 46.15% | -1.95% | +53.85% | -12.82% | -9.62% | 29:24 | 23:51 | 25:21 | 28:37 | 32:17 | 39:54 | 06:56 | 05:08 |
 | Linken's Sphere | 10 | 5.85% | 46.0 | 50.00% | +2.17% | +16.67% | 0.00% | 0.00% | 38:05 | 24:50 | 29:26 | 32:35 | 39:20 | 1:09:59 | 09:54 | 07:20 |
 | Heart of Tarrasque | 2 | 1.17% | 44.4 | 100.00% | +52.66% | 0.00% | 0.00% | 0.00% | 44:58 | 42:42 | 42:42 | 47:13 | 47:13 | 47:13 | 04:31 | 03:20 |
 | Boots of Travel 2 | 2 | 1.17% | 42.9 | 100.00% | +52.66% | 0.00% | 0.00% | 0.00% | 57:55 | 42:10 | 42:10 | 1:13:40 | 1:13:40 | 1:13:40 | 31:30 | 23:20 |
 | Bracer | 14 | 8.19% | 41.3 | 42.86% | -5.55% | -42.86% | -9.53% | 10.99% | 03:31 | 01:31 | 02:04 | 02:20 | 05:06 | 07:40 | 03:02 | 02:14 |
 | Soul Ring | 22 | 12.87% | 39.7 | 31.82% | -18.52% | +1.51% | +8.18% | 2.65% | 08:51 | 05:04 | 07:45 | 08:19 | 10:16 | 12:19 | 02:31 | 01:51 |
 | Buckler | 8 | 4.68% | 38.1 | 37.50% | -10.97% | +12.50% | -37.50% | 0.00% | 16:21 | 14:09 | 14:23 | 15:21 | 18:08 | 20:32 | 03:45 | 02:46 |
 | Mekansm | 8 | 4.68% | 36.5 | 37.50% | -10.97% | +12.50% | -37.50% | 0.00% | 13:25 | 10:30 | 11:09 | 13:24 | 14:15 | 18:06 | 03:06 | 02:17 |
 | Guardian Greaves | 8 | 4.68% | 34.9 | 37.50% | -10.97% | +12.50% | -37.50% | 0.00% | 18:15 | 15:59 | 16:27 | 17:25 | 18:20 | 21:43 | 01:53 | 01:23 |
 | Hood of Defiance | 4 | 2.34% | 33.3 | 50.00% | +2.10% | +50.00% | -50.00% | 0.00% | 16:58 | 11:28 | 11:28 | 14:13 | 21:05 | 21:06 | 09:37 | 07:07 |
 | Pipe of Insight | 4 | 2.34% | 31.7 | 50.00% | +2.10% | +50.00% | +50.00% | 0.00% | 20:30 | 15:24 | 15:24 | 19:02 | 22:25 | 25:09 | 07:01 | 05:11 |
 | Cornucopia | 1 | 0.58% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 00:00 | 00:00 |
 | Yasha | 1 | 0.58% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.58% | 27.0 | 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 |
 | Bloodstone | 1 | 0.58% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.58% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 00:00 | 00:00 |
 | Wraith Band | 5 | 2.92% | 22.2 | 40.00% | -8.19% | +60.00% | +60.00% | 0.00% | 16:27 | 01:37 | 01:37 | 22:45 | 27:33 | 28:09 | 25:56 | 19:12 |
 | Force Staff | 3 | 1.75% | 20.6 | 33.33% | -14.88% | +66.67% | 0.00% | 0.00% | 31:39 | 24:29 | 24:29 | 33:31 | 36:57 | 36:57 | 12:28 | 09:14 |
 | Fluffy Hat | 4 | 2.34% | 19.0 | 25.00% | -23.50% | -25.00% | -25.00% | 0.00% | 25:38 | 10:31 | 10:31 | 21:41 | 33:31 | 36:49 | 23:00 | 17:02 |
 | Helm of Iron Will | 4 | 2.34% | 17.5 | 25.00% | -23.50% | -25.00% | -25.00% | 0.00% | 21:09 | 12:27 | 12:27 | 22:04 | 23:01 | 27:02 | 10:34 | 07:49 |
 | Crimson Guard | 4 | 2.34% | 15.9 | 25.00% | -23.50% | -25.00% | -25.00% | 0.00% | 24:41 | 15:31 | 15:31 | 26:41 | 28:14 | 28:19 | 12:43 | 09:25 |
 | Wind Waker | 1 | 0.58% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 1.17% | 12.7 | 0.00% | -48.52% | 0.00% | 0.00% | 0.00% | 26:57 | 25:17 | 25:17 | 28:36 | 28:36 | 28:36 | 03:19 | 02:27 |
 | Solar Crest | 1 | 0.58% | 11.1 | 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 |
 | Falcon Blade | 1 | 0.58% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.58% | 7.9 | 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 |
 | Aeon Disk | 1 | 0.58% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.58% | 4.8 | 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 | 0.58% | 3.2 | 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 |
 | Eul's Scepter of Divinity | 1 | 0.58% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 00:00 | 00:00 |