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The information on the site is not a financial recommendation. It is only an analytical tool.
The price forecast of the Music Kit | TWERL and Ekko & Sidetrack, Under Bright Lights are created by our ML engineers in collaboration with the Data Science and Business Analytics teams using machine learning models trained on historical price, sales, and market data for each skin. The models incorporate features such as rarity, popularity, category, skin type, weapon, exterior, price history and more. Multiple time horizons are forecasted using a combination of pretrained and custom models, with parameters including price volatility, liquidity, and recent transaction volumes. All projections are based on historical trends and statistical patterns, and actual results may differ due to market uncertainties and unforeseen events.
*avg | Sitewide average across all skins
**Earned, ***Invested | Emulates buy and sell recommendations from addskins.gg
****Success/fail accuracy | Success — buy then sell at a profit, failure — buy then sell at a loss
Each skin’s forecast is updated approximately once a week and saved. For this skin, 16 forecasts have been generated in total. Each forecast stores key data such as predicted prices, probability of success, and recommended actions (buy, sell, or hold). Later, when real price data becomes available over time, the forecast is evaluated: the actual price movement is compared with the prediction, and the recommended actions are simulated using the real price. As a result, you can see how many buy and sell actions would have occurred, how many trades would have resulted in profit or loss, the total amount invested, and the final profit. Based on these results, the forecast accuracy for this specific skin is calculated and compared to the average accuracy of all forecasts across the site.
The Music Kit | TWERL and Ekko & Sidetrack, Under Bright Lights was added to CS2's music kit collection on November 15th, 2023, marking a new era of immersive gameplay experiences for players. Its introduction coincided with the release of the "Harmony in Chaos" operation, offering players a fresh soundtrack to enhance their in-game battles.
The Music Kit | TWERL and Ekko & Sidetrack, Under Bright Lights were introduced as part of the NIGHTMODE Music Kit Box series, available through opening either a NIGHTMODE Music Kit Box or StatTrak™ NIGHTMODE Music Kit Box container. These music kits were designed to provide players with fresh and energetic tracks to enhance their Counter-Strike 2 gameplay experience.
With a popularity of 95%, the Music Kit | TWERL and Ekko & Sidetrack, Under Bright Lights is currently extremely sought after in CS2, making it a top choice among players. This high level of popularity is determined by factors such as daily sales volume and pricing, solidifying its position as one of the most favored items in the game.
The Music Kit | TWERL and Ekko & Sidetrack, Under Bright Lights is one of 82 other Music Kit items in CS2. Its rarity is classified as High Grade, indicating that it is a relatively common drop with an estimated drop chance of 79.92%.
Priced between $7.67 and $13.18, the Music Kit | TWERL and Ekko & Sidetrack, Under Bright Lights is an affordable option for CS2 players. It is easily accessible and can be found on various platforms, ensuring widespread availability for interested buyers.
The Music Kit | TWERL and Ekko & Sidetrack, Under Bright Lights has garnered significant community support with over 8202 votes on addskins, resulting in an impressive average rating of 4.7 out of 5 stars. This kit is highly favored by professional CS2 players such as perfecto, sdy, and grim, further solidifying its positive reception within the community.
According to the forecast, the price of the Music Kit | TWERL and Ekko & Sidetrack, Under Bright Lights is expected grow to $ 8.48 (4.69%) in a month. After that, in the next quarter it will rise to $ 8.57 (5.8%). Confidence is low — it is advised to avoid.
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