antvis/mcp-server-chart

AI Evaluation Report

Total Score: 6/10

The agent demonstrates a strong ability to generate various types of charts and visualizations, such as radar, dual axes, boxplot, treemap, and line charts. However, there are notable weaknesses in the agent's responses. The agent often provides links to charts without accompanying descriptions, explanations of data sources, or methodologies, which affects transparency and reliability. Additionally, the agent sometimes fails to fully meet the task requirements, as seen in the dual axes chart task where only one city was addressed instead of five. There was also a complete failure in generating a line chart for smartphone shipments, indicating potential tool malfunctions. Overall, while the agent can produce visualizations, the lack of context and occasional task incompleteness diminish its effectiveness.

• Test case 1

  Score: 4/10

  Perform the operation of generating a radar chart that compares the performance metrics of five smartphones: iPhone 13, Samsung Galaxy S21, Google Pixel 6, OnePlus 9, and Xiaomi Mi 11. The metrics to compare are battery life, camera quality, processing speed, display quality, and build quality. Ensure that each metric is rated on a scale from 1 to 10, and provide the resulting chart.

  Here is the response to the input task: The radar chart comparing the performance metrics of five smartphones (iPhone 13, Samsung Galaxy S21, Google Pixel 6, OnePlus 9, and Xiaomi Mi 11) is available at the following link: View Radar Chart. This chart visualizes the ratings for battery life, camera quality, processing speed, display quality, and build quality on a scale from 1 to 10.

• Test case 2

  Score: 4/10

  Perform the operation of generating a dual axes chart that displays the average monthly temperature and precipitation for New York City, Los Angeles, Chicago, Houston, and Miami. Use the left axis to represent temperature in degrees Fahrenheit and the right axis for precipitation in inches. Ensure that each city's data is clearly distinguishable, and provide the resulting chart.

  Here is the response to the input task: The dual axes chart displaying the average monthly temperature and precipitation for New York City has been successfully generated. You can view and download the chart using the following link: View the Dual Axes Chart Please let me know if you need further assistance!

• Test case 3

  Score: 8/10

  Perform the operation of generating a boxplot chart that compares the distribution of daily closing stock prices for Apple Inc. (AAPL), Microsoft Corp. (MSFT), Amazon.com Inc. (AMZN), Alphabet Inc. (GOOGL), and Tesla Inc. (TSLA) over the past year. Ensure that each company's data is clearly distinguishable, and provide the resulting chart.

  I have generated the boxplot chart comparing the distribution of daily closing stock prices for Apple Inc. (AAPL), Microsoft Corp. (MSFT), Amazon.com Inc. (AMZN), Alphabet Inc. (GOOGL), and Tesla Inc. (TSLA) over the past year. You can view the chart by clicking the link below: View Boxplot Chart

• Test case 4

  Score: 10/10

  Perform the operation of generating a treemap chart that visualizes the market share of the top 10 smartphone manufacturers worldwide in 2024. Use data on the number of units sold by each manufacturer to represent their market share. Ensure that each manufacturer's data is clearly distinguishable, and provide the resulting chart.

  The treemap chart visualizing the market share of the top 10 smartphone manufacturers worldwide in 2024 has been successfully generated. You can view and download the chart using the following link: Top 10 Smartphone Manufacturers Market Share 2024. This chart represents the market shares based on the number of units sold by each manufacturer.

• Test case 5

  Score: 2/10

  Perform the operation of generating a line chart that illustrates the quarterly smartphone shipments of Apple, Samsung, and Xiaomi for the year 2024. Use the following data: - **Q1 2024**: - Apple: 52.6 million units - Samsung: 60.2 million units - Xiaomi: 40.8 million units - **Q2 2024**: - Apple: 45.2 million units - Samsung: 53.9 million units - Xiaomi: 42.3 million units - **Q3 2024**: - Apple: 56.0 million units - Samsung: 57.8 million units - Xiaomi: 42.8 million units - **Q4 2024**: - Apple: 76.9 million units - Samsung: 51.7 million units - Xiaomi: 42.7 million units Ensure that each company's data is clearly distinguishable, and provide the resulting chart.

  Failed to get an answer for the task.