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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 | |
 | Refresher Orb | 57 | 22.35% | 100.0 | 66.67% | +23.74% | -2.38% | +11.90% | 1.64% | 41:44 | 31:41 | 36:39 | 40:39 | 45:23 | 1:01:45 | 08:44 | 06:28 |
 | Ring of Health | 66 | 25.88% | 98.0 | 63.64% | +20.78% | -10.70% | +17.61% | 2.68% | 38:42 | 23:35 | 32:46 | 38:13 | 43:19 | 54:07 | 10:33 | 07:48 |
 | Octarine Core | 69 | 27.06% | 95.9 | 60.87% | +17.32% | -7.93% | -7.93% | 0.00% | 37:52 | 18:52 | 31:17 | 36:46 | 41:58 | 1:14:56 | 10:41 | 07:54 |
 | Aghanim's Scepter | 171 | 67.06% | 93.9 | 53.80% | +16.90% | -4.96% | -2.64% | 0.35% | 28:27 | 15:59 | 25:01 | 27:41 | 31:35 | 45:05 | 06:34 | 04:51 |
 | Aether Lens | 159 | 62.35% | 91.8 | 52.83% | +12.20% | +2.17% | +4.67% | 0.22% | 25:24 | 08:23 | 18:28 | 24:06 | 30:04 | 1:11:25 | 11:36 | 08:35 |
 | Void Stone | 185 | 72.55% | 89.8 | 51.35% | +11.35% | +3.00% | +3.00% | 0.00% | 24:34 | 07:42 | 17:54 | 24:00 | 30:51 | 51:13 | 12:57 | 09:35 |
 | Aghanim's Shard | 245 | 96.08% | 87.8 | 48.98% | +18.98% | -11.28% | +13.32% | 8.02% | 17:35 | 15:00 | 15:19 | 16:34 | 18:23 | 45:47 | 03:04 | 02:16 |
 | Arcane Boots | 249 | 97.65% | 85.7 | 48.59% | +15.26% | -5.04% | +3.02% | 1.78% | 08:53 | 04:27 | 06:26 | 07:37 | 10:58 | 21:41 | 04:32 | 03:21 |
 | Boots of Speed | 255 | 100.00% | 83.7 | 48.24% | +48.24% | +3.32% | +3.32% | 0.00% | 04:58 | -01:29 | 03:42 | 04:37 | 06:14 | 12:28 | 02:32 | 01:52 |
 | Ring of Basilius | 49 | 19.22% | 81.6 | 57.14% | +11.02% | -23.81% | +9.53% | 6.16% | 05:45 | -01:29 | 02:05 | 04:04 | 07:30 | 22:16 | 05:25 | 04:00 |
 | Aeon Disk | 21 | 8.24% | 79.6 | 66.67% | +20.09% | +13.33% | -6.67% | -1.54% | 38:58 | 25:04 | 30:45 | 37:34 | 43:46 | 58:51 | 13:01 | 09:38 |
 | Magic Wand | 160 | 62.75% | 77.6 | 49.38% | +3.06% | -4.38% | +8.12% | 2.15% | 07:34 | -01:29 | 03:26 | 06:46 | 09:15 | 29:54 | 05:49 | 04:18 |
 | Magic Stick | 186 | 72.94% | 75.5 | 48.39% | +0.56% | +2.67% | -9.26% | -2.72% | 03:19 | -01:29 | -01:29 | 02:13 | 05:52 | 18:05 | 07:21 | 05:26 |
 | Blink Dagger | 61 | 23.92% | 73.5 | 54.10% | +7.71% | -0.77% | +5.90% | 0.51% | 32:45 | 14:39 | 24:52 | 32:52 | 37:59 | 52:55 | 13:07 | 09:42 |
 | Ghost Scepter | 64 | 25.10% | 71.4 | 53.13% | +6.53% | -3.13% | +28.12% | 2.62% | 27:15 | 14:16 | 20:17 | 26:44 | 32:13 | 54:49 | 11:56 | 08:50 |
 | Sange | 78 | 30.59% | 69.4 | 51.28% | +4.39% | +3.72% | -9.17% | -2.29% | 20:28 | 11:59 | 15:59 | 18:55 | 21:37 | 59:26 | 05:38 | 04:10 |
 | Kaya and Sange | 78 | 30.59% | 67.3 | 51.28% | +4.39% | +3.72% | -9.17% | -2.37% | 20:42 | 11:59 | 16:10 | 18:55 | 21:37 | 59:26 | 05:27 | 04:02 |
 | Ethereal Blade | 54 | 21.18% | 65.3 | 53.70% | +6.93% | +3.44% | +15.53% | 0.93% | 30:02 | 17:14 | 21:20 | 27:17 | 34:24 | 56:56 | 13:04 | 09:40 |
 | Null Talisman | 119 | 46.67% | 63.3 | 47.90% | -0.63% | -7.90% | +2.10% | 4.84% | 04:34 | -01:29 | 02:52 | 03:30 | 04:56 | 31:32 | 02:04 | 01:31 |
 | Kaya | 162 | 63.53% | 61.2 | 46.30% | -5.31% | -9.71% | +6.20% | 7.29% | 16:22 | 08:48 | 11:29 | 12:33 | 13:40 | 59:26 | 02:11 | 01:37 |
 | Bottle | 149 | 58.43% | 59.2 | 45.64% | -6.25% | -13.21% | +0.31% | 13.52% | 01:25 | 00:29 | 01:08 | 01:17 | 01:29 | 06:05 | 00:21 | 00:15 |
 | Fluffy Hat | 35 | 13.73% | 57.1 | 51.43% | +3.70% | +4.13% | -6.99% | -0.85% | 23:19 | 07:31 | 17:47 | 21:34 | 30:52 | 39:17 | 13:05 | 09:41 |
 | Wind Lace | 40 | 15.69% | 55.1 | 50.00% | +2.09% | 0.00% | -10.00% | -0.77% | 15:09 | -00:23 | 07:14 | 09:56 | 20:11 | 59:28 | 12:57 | 09:35 |
 | Force Staff | 27 | 10.59% | 53.1 | 48.15% | -0.10% | +8.99% | -19.58% | -2.40% | 26:58 | 13:06 | 21:08 | 25:11 | 33:02 | 47:53 | 11:54 | 08:48 |
 | Aghanim's Blessing | 7 | 2.75% | 51.0 | 71.43% | +23.85% | +28.57% | -21.43% | 0.00% | 54:59 | 48:37 | 52:31 | 54:50 | 57:14 | 59:51 | 04:43 | 03:29 |
 | Overwhelming Blink | 3 | 1.18% | 49.0 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 54:47 | 43:55 | 43:55 | 59:06 | 1:01:20 | 1:01:20 | 17:25 | 12:54 |
 | Veil of Discord | 10 | 3.92% | 46.9 | 60.00% | +12.24% | +6.67% | -10.00% | 0.00% | 18:49 | 10:52 | 16:40 | 18:16 | 21:10 | 25:05 | 04:30 | 03:20 |
 | Crown | 11 | 4.31% | 44.9 | 54.55% | +6.60% | -21.22% | -21.22% | 0.00% | 20:34 | 07:40 | 14:20 | 17:33 | 20:44 | 56:48 | 06:24 | 04:44 |
 | Scythe of Vyse | 6 | 2.35% | 42.9 | 66.67% | +18.88% | +33.33% | +33.33% | 0.00% | 57:40 | 40:47 | 54:21 | 59:54 | 1:03:34 | 1:06:16 | 09:13 | 06:49 |
 | Black King Bar | 18 | 7.06% | 40.8 | 44.44% | -4.08% | -4.44% | -19.44% | 0.00% | 32:40 | 25:39 | 29:20 | 31:44 | 34:23 | 43:32 | 05:03 | 03:44 |
 | Linken's Sphere | 6 | 2.35% | 38.8 | 50.00% | +1.81% | 0.00% | -50.00% | 0.00% | 38:30 | 27:33 | 33:11 | 36:38 | 43:02 | 48:58 | 09:51 | 07:17 |
 | Tranquil Boots | 6 | 2.35% | 36.7 | 50.00% | +1.81% | 0.00% | +50.00% | 0.00% | 22:55 | 08:49 | 19:26 | 21:47 | 27:58 | 35:25 | 08:32 | 06:19 |
 | Arcane Blink | 3 | 1.18% | 34.7 | 66.67% | +18.65% | +33.33% | 0.00% | 0.00% | 1:01:23 | 57:23 | 57:23 | 59:01 | 1:07:44 | 1:07:44 | 10:21 | 07:40 |
 | Eul's Scepter of Divinity | 13 | 5.10% | 32.7 | 30.77% | -18.40% | +35.90% | +2.56% | 0.00% | 26:52 | 12:14 | 13:05 | 22:46 | 25:54 | 60:08 | 12:49 | 09:29 |
 | Glimmer Cape | 4 | 1.57% | 30.6 | 50.00% | +1.79% | -50.00% | -50.00% | 0.00% | 36:00 | 30:41 | 30:41 | 34:25 | 34:35 | 44:19 | 03:54 | 02:53 |
 | Moon Shard | 1 | 0.39% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 0.78% | 26.5 | 50.00% | +1.78% | -50.00% | 0.00% | 0.00% | 42:32 | 33:46 | 33:46 | 51:18 | 51:18 | 51:18 | 17:32 | 12:59 |
 | Soul Ring | 3 | 1.18% | 24.5 | 33.33% | -15.08% | -33.33% | 0.00% | 0.00% | 04:41 | 03:33 | 03:33 | 04:11 | 06:20 | 06:20 | 02:47 | 02:03 |
 | Headdress | 3 | 1.18% | 22.4 | 33.33% | -15.08% | +66.67% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Ring of Protection | 3 | 1.18% | 20.4 | 33.33% | -15.08% | -33.33% | 0.00% | 0.00% | 04:01 | 02:47 | 02:47 | 03:37 | 05:40 | 05:40 | 02:53 | 02:08 |
 | Dagon (level 5) | 1 | 0.39% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:33 | 1:01:33 | 1:01:33 | 1:01:33 | 1:01:33 | 1:01:33 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.39% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:21 | 59:21 | 59:21 | 59:21 | 59:21 | 59:21 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.39% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:04 | 58:04 | 58:04 | 58:04 | 58:04 | 58:04 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.39% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:48 | 56:48 | 56:48 | 56:48 | 56:48 | 56:48 | 00:00 | 00:00 |
 | Quelling Blade | 5 | 1.96% | 10.2 | 0.00% | -49.20% | 0.00% | 0.00% | 0.00% | 06:28 | -01:29 | -01:29 | 06:56 | 13:28 | 14:43 | 14:57 | 11:04 |
 | Yasha and Kaya | 1 | 0.39% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Yasha | 1 | 0.39% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 00:00 | 00:00 |
 | Dagon | 1 | 0.39% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:48 | 56:48 | 56:48 | 56:48 | 56:48 | 56:48 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.39% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:05 | 59:05 | 59:05 | 59:05 | 59:05 | 59:05 | 00:00 | 00:00 |