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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 | 55 | 62.50% | 100.0 | 67.27% | +40.00% | +4.16% | +4.16% | 0.00% | 21:04 | 07:51 | 12:02 | 19:40 | 27:06 | 48:59 | 15:04 | 11:09 |
 | Sange | 17 | 19.32% | 98.1 | 76.47% | +29.99% | -1.47% | -1.47% | 0.00% | 26:36 | 19:32 | 21:23 | 26:21 | 28:15 | 40:22 | 06:52 | 05:05 |
 | Eul's Scepter of Divinity | 26 | 29.55% | 96.2 | 69.23% | +24.07% | +16.48% | +14.10% | -0.24% | 19:24 | 11:07 | 12:55 | 15:25 | 22:45 | 48:59 | 09:50 | 07:17 |
 | Lotus Orb | 30 | 34.09% | 94.3 | 66.67% | +21.84% | +20.83% | +4.76% | -2.31% | 27:05 | 16:12 | 23:18 | 27:11 | 30:16 | 43:14 | 06:58 | 05:09 |
 | Ring of Health | 42 | 47.73% | 92.5 | 61.90% | +18.42% | -7.35% | -11.90% | -0.28% | 26:35 | 08:58 | 17:21 | 23:32 | 33:29 | 1:02:26 | 16:08 | 11:57 |
 | Aghanim's Shard | 46 | 52.27% | 90.6 | 60.87% | +18.01% | +5.80% | -15.42% | -2.54% | 28:44 | 15:42 | 23:32 | 28:44 | 31:53 | 49:25 | 08:21 | 06:11 |
 | Refresher Orb | 10 | 11.36% | 88.7 | 80.00% | +31.28% | -13.33% | -30.00% | -1.11% | 47:21 | 36:53 | 38:10 | 42:50 | 53:10 | 1:02:32 | 15:00 | 11:06 |
 | Wind Lace | 42 | 47.73% | 86.8 | 59.52% | +13.87% | +13.21% | +0.48% | -1.74% | 12:36 | 02:41 | 07:10 | 09:17 | 14:29 | 48:40 | 07:19 | 05:25 |
 | Power Treads | 35 | 39.77% | 84.9 | 60.00% | +12.83% | +17.78% | -15.56% | -12.91% | 07:45 | 05:09 | 06:14 | 07:25 | 08:49 | 14:49 | 02:35 | 01:54 |
 | Heaven's Halberd | 7 | 7.95% | 83.0 | 85.71% | +36.33% | -35.71% | +14.29% | 0.00% | 29:37 | 22:56 | 25:38 | 28:07 | 28:47 | 42:20 | 03:09 | 02:20 |
 | Boots of Speed | 88 | 100.00% | 81.1 | 52.27% | +52.27% | +11.37% | -2.27% | -7.65% | 04:11 | -01:29 | 03:18 | 04:05 | 05:05 | 07:56 | 01:47 | 01:19 |
 | Blink Dagger | 32 | 36.36% | 79.2 | 59.38% | +11.17% | +15.62% | -9.38% | -2.53% | 28:59 | 19:25 | 23:47 | 28:38 | 33:41 | 40:28 | 09:54 | 07:20 |
 | Magic Wand | 84 | 95.45% | 77.4 | 51.19% | -23.81% | +1.19% | -8.33% | -1.51% | 04:23 | -01:30 | 00:51 | 04:39 | 07:10 | 12:52 | 06:19 | 04:40 |
 | Shiva's Guard | 33 | 37.50% | 75.5 | 57.58% | +8.49% | +4.92% | +4.92% | 0.00% | 33:11 | 22:16 | 29:14 | 32:02 | 36:11 | 47:00 | 06:57 | 05:08 |
 | Black King Bar | 75 | 85.23% | 73.6 | 50.67% | -10.87% | +17.75% | -3.30% | -4.54% | 20:13 | 13:27 | 17:02 | 18:33 | 21:40 | 42:16 | 04:38 | 03:25 |
 | Magic Stick | 66 | 75.00% | 71.7 | 51.52% | -3.03% | -4.46% | +4.73% | 2.24% | 03:02 | -01:29 | 01:31 | 02:14 | 05:37 | 12:18 | 04:06 | 03:02 |
 | Null Talisman | 44 | 50.00% | 69.8 | 54.55% | +4.55% | 0.00% | -9.10% | -5.75% | 03:26 | 01:26 | 02:09 | 02:48 | 03:44 | 10:44 | 01:35 | 01:10 |
 | Ring of Protection | 42 | 47.73% | 67.9 | 54.76% | +4.76% | -0.21% | +5.24% | 0.93% | 05:36 | -01:30 | 01:39 | 05:01 | 07:29 | 38:15 | 05:50 | 04:19 |
 | Chainmail | 30 | 34.09% | 66.0 | 56.67% | +6.67% | +5.83% | +0.47% | -2.47% | 08:42 | 03:50 | 06:07 | 07:09 | 08:17 | 26:00 | 02:10 | 01:36 |
 | Phase Boots | 28 | 31.82% | 64.2 | 57.14% | +7.14% | 0.00% | +14.29% | 7.21% | 08:41 | 05:59 | 07:11 | 08:06 | 09:10 | 24:44 | 01:59 | 01:28 |
 | Linken's Sphere | 6 | 6.82% | 62.3 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 35:50 | 19:31 | 31:07 | 32:12 | 45:12 | 51:14 | 14:05 | 10:25 |
 | Kaya and Sange | 8 | 9.09% | 60.4 | 75.00% | +25.00% | -25.00% | +25.00% | 5.20% | 29:00 | 20:54 | 21:45 | 30:12 | 31:22 | 38:29 | 09:37 | 07:07 |
 | Urn of Shadows | 17 | 19.32% | 58.5 | 58.82% | +8.12% | -8.82% | +16.18% | 7.43% | 04:56 | 02:05 | 02:59 | 04:30 | 06:21 | 09:19 | 03:22 | 02:29 |
 | Bottle | 24 | 27.27% | 56.6 | 54.17% | +2.61% | -4.17% | +12.50% | 16.67% | 01:29 | 01:06 | 01:11 | 01:17 | 01:31 | 04:19 | 00:20 | 00:14 |
 | Soul Ring | 27 | 30.68% | 54.7 | 51.85% | -0.61% | +5.29% | +5.29% | 0.00% | 07:47 | 04:19 | 06:42 | 07:32 | 08:26 | 18:21 | 01:44 | 01:17 |
 | Quelling Blade | 9 | 10.23% | 52.8 | 66.67% | +16.04% | -16.67% | -16.67% | 0.00% | 04:02 | -01:29 | -01:29 | -01:29 | 08:35 | 16:16 | 10:04 | 07:27 |
 | Spirit Vessel | 12 | 13.64% | 50.9 | 58.33% | +7.01% | +8.34% | +41.67% | 8.89% | 13:28 | 09:12 | 10:45 | 13:29 | 14:30 | 19:25 | 03:45 | 02:46 |
 | Kaya | 14 | 15.91% | 49.1 | 50.00% | -2.70% | 0.00% | -16.67% | -1.23% | 25:35 | 11:03 | 17:42 | 26:27 | 31:16 | 41:02 | 13:34 | 10:02 |
 | Buckler | 2 | 2.27% | 47.2 | 100.00% | +48.84% | 0.00% | 0.00% | 0.00% | 36:49 | 35:23 | 35:23 | 38:15 | 38:15 | 38:15 | 02:52 | 02:07 |
 | Heart of Tarrasque | 2 | 2.27% | 45.3 | 100.00% | +48.84% | 0.00% | 0.00% | 0.00% | 46:42 | 41:43 | 41:43 | 51:40 | 51:40 | 51:40 | 09:57 | 07:22 |
 | Assault Cuirass | 2 | 2.27% | 43.4 | 100.00% | +48.84% | 0.00% | 0.00% | 0.00% | 37:47 | 36:19 | 36:19 | 39:14 | 39:14 | 39:14 | 02:55 | 02:09 |
 | Wind Waker | 2 | 2.27% | 41.5 | 100.00% | +48.84% | 0.00% | 0.00% | 0.00% | 49:34 | 45:19 | 45:19 | 53:49 | 53:49 | 53:49 | 08:30 | 06:17 |
 | Fluffy Hat | 7 | 7.95% | 39.6 | 57.14% | +5.29% | +42.86% | -7.14% | 0.00% | 07:44 | 01:10 | 06:36 | 07:00 | 07:24 | 16:10 | 00:48 | 00:35 |
 | Ghost Scepter | 6 | 6.82% | 37.7 | 50.00% | -2.44% | 0.00% | -50.00% | 0.00% | 34:23 | 16:03 | 25:05 | 38:30 | 41:35 | 45:29 | 16:30 | 12:13 |
 | Bracer | 4 | 4.55% | 35.8 | 50.00% | -2.38% | +50.00% | -50.00% | 0.00% | 05:32 | 01:52 | 01:52 | 03:38 | 05:14 | 11:24 | 03:22 | 02:29 |
 | Scythe of Vyse | 4 | 4.55% | 34.0 | 50.00% | -2.38% | +50.00% | -50.00% | 0.00% | 41:54 | 37:23 | 37:23 | 37:45 | 41:44 | 50:43 | 04:21 | 03:13 |
 | Aether Lens | 1 | 1.14% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 1.14% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.14% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.14% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.14% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:18 | 14:18 | 14:18 | 14:18 | 14:18 | 14:18 | 00:00 | 00:00 |
 | Headdress | 1 | 1.14% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 00:00 | 00:00 |
 | Hood of Defiance | 5 | 5.68% | 20.8 | 40.00% | -13.01% | -40.00% | +60.00% | 0.00% | 12:37 | 09:09 | 09:09 | 11:10 | 14:57 | 16:53 | 05:48 | 04:17 |
 | Tranquil Boots | 2 | 2.27% | 18.9 | 50.00% | -2.33% | +50.00% | 0.00% | 0.00% | 18:10 | 07:43 | 07:43 | 28:36 | 28:36 | 28:36 | 20:53 | 15:28 |
 | Glimmer Cape | 2 | 2.27% | 17.0 | 50.00% | -2.33% | -50.00% | 0.00% | 0.00% | 15:10 | 13:59 | 13:59 | 16:20 | 16:20 | 16:20 | 02:21 | 01:44 |
 | Falcon Blade | 2 | 2.27% | 15.1 | 50.00% | -2.33% | -50.00% | 0.00% | 0.00% | 08:06 | 07:33 | 07:33 | 08:39 | 08:39 | 08:39 | 01:06 | 00:48 |
 | Overwhelming Blink | 2 | 2.27% | 13.2 | 50.00% | -2.33% | -50.00% | 0.00% | 0.00% | 57:59 | 54:54 | 54:54 | 1:01:04 | 1:01:04 | 1:01:04 | 06:10 | 04:34 |
 | Arcane Boots | 4 | 4.55% | 11.3 | 25.00% | -28.57% | -25.00% | -25.00% | 0.00% | 14:39 | 05:13 | 05:13 | 05:37 | 20:48 | 26:59 | 15:35 | 11:32 |
 | Blight Stone | 1 | 1.14% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 2.27% | 7.5 | 0.00% | -53.49% | 0.00% | 0.00% | 0.00% | 31:56 | 21:58 | 21:58 | 41:53 | 41:53 | 41:53 | 19:55 | 14:45 |
 | Ethereal Blade | 1 | 1.14% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 00:00 | 00:00 |
 | Witch Blade | 1 | 1.14% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.14% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |