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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 | |
 | Crystalys | 24 | 77.42% | 100.0 | 75.00% | +60.71% | +8.33% | -8.33% | -3.11% | 23:50 | 18:37 | 20:53 | 22:36 | 26:14 | 30:12 | 05:21 | 03:57 |
 | Daedalus | 17 | 54.84% | 97.7 | 76.47% | +33.61% | +23.53% | -26.47% | -11.63% | 26:53 | 22:13 | 24:05 | 25:44 | 28:23 | 35:26 | 04:18 | 03:11 |
 | Hurricane Pike | 8 | 25.81% | 95.5 | 87.50% | +35.33% | +12.50% | +12.50% | 0.00% | 30:28 | 21:25 | 23:03 | 31:32 | 35:00 | 37:55 | 11:57 | 08:51 |
 | Eye of Skadi | 19 | 61.29% | 93.2 | 73.68% | +32.01% | +6.32% | +6.32% | 0.00% | 27:11 | 18:06 | 21:22 | 28:16 | 30:12 | 40:20 | 08:50 | 06:32 |
 | Dragon Lance | 10 | 32.26% | 90.9 | 80.00% | +27.62% | -13.33% | +20.00% | 6.73% | 21:52 | 14:39 | 18:56 | 20:59 | 23:53 | 30:35 | 04:57 | 03:40 |
 | Manta Style | 29 | 93.55% | 88.6 | 65.52% | +65.52% | -22.66% | -8.38% | 8.08% | 13:43 | 11:28 | 12:46 | 13:32 | 14:32 | 16:47 | 01:46 | 01:18 |
 | Power Treads | 29 | 93.55% | 86.4 | 65.52% | +65.52% | +5.91% | +5.91% | 0.00% | 06:01 | 04:31 | 05:32 | 06:08 | 06:25 | 07:42 | 00:53 | 00:39 |
 | Magic Wand | 30 | 96.77% | 84.1 | 63.33% | +63.33% | -0.83% | +8.10% | 3.21% | 02:58 | -01:29 | -01:25 | 02:57 | 04:12 | 16:08 | 05:37 | 04:09 |
 | Yasha | 30 | 96.77% | 81.8 | 63.33% | +63.33% | +11.67% | -20.47% | -21.67% | 10:40 | 08:34 | 09:30 | 10:02 | 10:59 | 23:52 | 01:29 | 01:05 |
 | Butterfly | 25 | 80.65% | 79.5 | 64.00% | +14.00% | +2.67% | +2.67% | 0.00% | 20:16 | 17:22 | 18:16 | 19:33 | 20:59 | 27:01 | 02:43 | 02:00 |
 | Boots of Speed | 31 | 100.00% | 77.3 | 61.29% | +61.29% | +13.71% | -11.29% | -15.00% | 04:24 | 02:41 | 03:16 | 03:54 | 04:56 | 10:04 | 01:40 | 01:14 |
 | Magic Stick | 24 | 77.42% | 75.0 | 62.50% | +5.36% | +37.50% | -29.17% | -66.67% | -01:13 | -01:30 | -01:29 | -01:29 | -01:28 | 02:22 | 00:01 | 00:00 |
 | Ring of Basilius | 26 | 83.87% | 72.7 | 61.54% | +1.54% | +38.46% | -28.21% | -66.67% | 02:12 | 00:56 | 01:35 | 01:49 | 02:30 | 05:32 | 00:55 | 00:40 |
 | Fluffy Hat | 11 | 35.48% | 70.5 | 72.73% | +17.73% | -39.40% | +27.27% | 4.67% | 27:50 | 14:22 | 20:18 | 30:00 | 34:35 | 37:40 | 14:17 | 10:34 |
 | Force Staff | 11 | 35.48% | 68.2 | 72.73% | +17.73% | -6.06% | +27.27% | 2.71% | 29:03 | 19:39 | 22:18 | 30:00 | 34:35 | 37:40 | 12:17 | 09:05 |
 | Silver Edge | 6 | 19.35% | 65.9 | 83.33% | +27.33% | -33.33% | +16.67% | 0.00% | 30:03 | 23:51 | 26:28 | 30:33 | 34:12 | 34:29 | 07:44 | 05:43 |
 | Shadow Blade | 6 | 19.35% | 63.6 | 83.33% | +27.33% | -33.33% | +16.67% | 0.00% | 29:04 | 23:03 | 26:09 | 28:15 | 32:44 | 34:03 | 06:35 | 04:52 |
 | Linken's Sphere | 8 | 25.81% | 61.4 | 75.00% | +18.48% | -25.00% | +25.00% | 10.75% | 32:40 | 28:55 | 29:10 | 33:02 | 33:49 | 36:03 | 04:39 | 03:26 |
 | Aghanim's Shard | 8 | 25.81% | 59.1 | 75.00% | +18.48% | +25.00% | +25.00% | 0.00% | 36:26 | 30:35 | 31:17 | 35:39 | 38:31 | 41:37 | 07:14 | 05:21 |
 | Wind Lace | 15 | 48.39% | 56.8 | 60.00% | -2.50% | +15.00% | -35.00% | -20.98% | 11:48 | 05:31 | 09:29 | 10:17 | 11:52 | 31:30 | 02:23 | 01:45 |
 | Cornucopia | 7 | 22.58% | 54.5 | 71.43% | +13.10% | -21.43% | +28.57% | 12.24% | 31:56 | 28:39 | 29:08 | 31:46 | 33:13 | 35:35 | 04:05 | 03:01 |
 | Void Stone | 4 | 12.90% | 52.3 | 75.00% | +15.74% | +25.00% | -75.00% | 0.00% | 32:36 | 28:41 | 28:41 | 31:11 | 31:55 | 38:37 | 03:14 | 02:23 |
 | Scythe of Vyse | 4 | 12.90% | 50.0 | 75.00% | +15.74% | +25.00% | -75.00% | 0.00% | 32:49 | 29:07 | 29:07 | 31:11 | 32:17 | 38:42 | 03:10 | 02:20 |
 | Quelling Blade | 2 | 6.45% | 47.7 | 100.00% | +41.38% | 0.00% | 0.00% | 0.00% | -01:30 | -01:30 | -01:30 | -01:29 | -01:29 | -01:29 | 00:01 | 00:00 |
 | Wraith Band | 3 | 9.68% | 45.5 | 66.67% | +5.96% | +33.33% | 0.00% | 0.00% | 09:14 | 01:35 | 01:35 | 05:56 | 20:10 | 20:10 | 18:35 | 13:45 |
 | Monkey King Bar | 9 | 29.03% | 43.2 | 33.33% | -39.40% | -33.33% | +66.67% | 15.08% | 29:17 | 24:01 | 24:58 | 29:29 | 31:36 | 34:36 | 06:38 | 04:54 |
 | Divine Rapier | 1 | 3.23% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 00:00 | 00:00 |
 | Bottle | 1 | 3.23% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Black King Bar | 5 | 16.13% | 36.4 | 40.00% | -25.38% | +60.00% | -40.00% | 0.00% | 37:53 | 32:48 | 32:48 | 38:50 | 40:26 | 43:35 | 07:38 | 05:39 |
 | Javelin | 8 | 25.81% | 34.1 | 25.00% | -48.91% | -25.00% | +25.00% | 7.79% | 26:40 | 21:55 | 22:19 | 26:20 | 28:44 | 33:46 | 06:25 | 04:45 |
 | Moon Shard | 2 | 6.45% | 31.8 | 50.00% | -12.07% | +50.00% | 0.00% | 0.00% | 52:06 | 44:07 | 44:07 | 60:04 | 60:04 | 60:04 | 15:57 | 11:48 |
 | Aghanim's Blessing | 2 | 6.45% | 29.5 | 50.00% | -12.07% | +50.00% | 0.00% | 0.00% | 49:04 | 48:18 | 48:18 | 49:49 | 49:49 | 49:49 | 01:31 | 01:07 |
 | Blink Dagger | 3 | 9.68% | 27.3 | 33.33% | -30.96% | -33.33% | 0.00% | 0.00% | 38:16 | 35:08 | 35:08 | 35:54 | 43:46 | 43:46 | 08:38 | 06:23 |
 | Swift Blink | 3 | 9.68% | 25.0 | 33.33% | -30.96% | +66.67% | 0.00% | 0.00% | 38:50 | 36:09 | 36:09 | 36:23 | 43:59 | 43:59 | 07:50 | 05:48 |
 | Aghanim's Scepter | 3 | 9.68% | 22.7 | 33.33% | -30.96% | -33.33% | 0.00% | 0.00% | 45:30 | 38:24 | 38:24 | 48:18 | 49:49 | 49:49 | 11:25 | 08:27 |
 | Diadem | 2 | 6.45% | 20.5 | 0.00% | -65.52% | 0.00% | 0.00% | 0.00% | 09:01 | 06:08 | 06:08 | 11:54 | 11:54 | 11:54 | 05:46 | 04:16 |
 | Phylactery | 2 | 6.45% | 18.2 | 0.00% | -65.52% | 0.00% | 0.00% | 0.00% | 12:16 | 09:32 | 09:32 | 15:00 | 15:00 | 15:00 | 05:28 | 04:02 |
 | Disperser | 1 | 3.23% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 00:00 | 00:00 |
 | Maelstrom | 1 | 3.23% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.23% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.23% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 3.23% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 3.23% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 3.23% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 00:00 | 00:00 |