alpha-vantage

Test Report

Evaluation

Total Score: 5/10

Evaluation Summary

• Strengths:
• 1. Accuracy/Correctness:
• • The agent successfully provided accurate and detailed information for the stock price of Apple Inc. (AAPL) and historical forex data for the USD/GBP currency pair, demonstrating its capability to access real-time and historical financial data.
• 2. Completeness:
• • The responses for the successful queries were comprehensive, including detailed metrics and analysis of trends and patterns.
• 3. Consistency with Claimed Capabilities:
• • The agent showed consistency with its claimed capabilities in providing financial data and analysis for the queries it successfully answered.
• 4. Usefulness / Clarity:
• • The information was presented in a clear and organized manner, making it easy for the user to understand the data and analysis provided.
• Weaknesses:
• 1. Inconsistency in Data Retrieval:
• • The agent failed to provide responses for several queries, including exchange rates, technical analysis for Tesla Inc. (TSLA), and predicted stock price trends for Amazon Inc. (AMZN), indicating inconsistency in its ability to retrieve data.
• 2. Lack of Error Handling:
• • The agent did not provide any error messages or alternative suggestions when it failed to retrieve data, leaving the user without guidance.
• 3. Data Source Attribution:
• • The responses lacked references to data sources, which would enhance credibility and allow users to verify the information.
• 4. Time Context Clarification:
• • The agent could improve by clarifying the timing of the data provided to avoid confusion about its relevance.
• Suggestions for Improvement:
• 1. Enhance Data Retrieval Consistency:
• • Improve the agent's ability to consistently retrieve and present data across all queries.
• 2. Implement Error Handling:
• • Provide informative error messages and alternative suggestions when data retrieval fails.
• 3. Include Data Sources:
• • Cite the sources of financial data to enhance transparency and credibility.
• 4. Clarify Time Context:
• • Specify the timing of the data to ensure users understand its relevance.
• Final Score:
• The agent demonstrates potential in providing accurate and detailed financial data and analysis but needs improvement in consistency and error handling. Therefore, the final score is 5/10.

• Test case 1

  Score: 8/10

  What is the current stock price of Apple Inc. (AAPL) and how has it changed over the past week?

  As of the latest trading day on July 2, 2025, the stock price of Apple Inc. (AAPL) is $212.44. Here are some key details:

  • Open: $209.00
  • High: $213.34
  • Low: $208.14
  • Previous Close: $207.82
  • Change: +$4.62
  • Change Percentage: +2.22%

  Weekly Performance Overview

  Over the past week, here’s a summary of AAPL's price performance:

  • July 2, 2025: Closed at $212.44
  • June 27, 2025: Closed at $201.08
  • Change Over the Week: The price increased from $201.08 to $212.44, which is a change of +$11.36, or approximately +5.64%.

  This shows a positive trend for Apple Inc. over the past week, reflecting an increase in its stock price. If you have any further questions or need more information, feel free to ask!

  1. The agent provides the current stock price of Apple Inc. (AAPL) as $212.44, which aligns with the latest available data.

  2. The detailed daily metrics (Open, High, Low, Previous Close, Change, and Change Percentage) are consistent with the provided stock data.

  3. The response includes a comprehensive overview of the stock's performance over the past week, listing closing prices for specific dates and calculating the overall change in price and percentage.

  4. The agent demonstrates its capability to access real-time and historical financial data, perform technical analysis, and provide clear information on financial markets.

  5. The information is presented in a clear and organized manner, making it easy for the user to understand the stock's recent performance.

  1. The response states, "As of the latest trading day on July 2, 2025," which is accurate. However, considering the current time is July 2, 2025, at 9:19:45 PM, the stock market would have closed earlier in the day. The agent could clarify that the provided data reflects the closing prices from the most recent trading session.

  2. The response does not specify the sources of the financial data. Including references to the data sources would enhance credibility and allow users to verify the information.

• Test case 2

  Score: 1/10

  What are the current exchange rates for USD to EUR and USD to JPY, and how have these rates changed over the past month?

  Failed to get an answer.

  1. None: The agent did not provide any information in response to the query.

  1. The agent failed to deliver any data regarding the current exchange rates for USD to EUR and USD to JPY, nor did it provide information on how these rates have changed over the past month.

  2. The response was entirely lacking in content, offering no partial information or alternative resources.

  3. The agent claims to provide real-time exchange rates for both digital and physical currencies. The failure to deliver on this claim indicates a significant inconsistency with its stated capabilities.

  4. The response was not useful, as it did not address the user's query in any capacity.

• Test case 3

  Score: 1/10

  Can you perform a technical analysis on Tesla Inc. (TSLA) stock and provide the current RSI (Relative Strength Index) and MACD (Moving Average Convergence Divergence) values, along with an interpretation of these indicators as of today?

  Failed to get an answer.

  1. None: The agent did not provide any information in response to the query.

  1. The agent failed to deliver any data regarding the current RSI and MACD values for Tesla Inc. (TSLA) stock, nor did it provide interpretations of these indicators as requested.

  2. The response was entirely lacking in content, offering no partial information or alternative resources.

  3. The agent claims to provide technical indicators and analysis for stocks and other financial instruments. The failure to deliver on this claim indicates a significant inconsistency with its stated capabilities.

  4. The response was not useful, as it did not address the user's query in any capacity.

• Test case 4

  Score: 8/10

  Can you provide historical forex data for the USD/GBP currency pair for the past three months, and identify any significant trends or patterns in this period?

  Here is the historical forex data for the USD/GBP currency pair over the past three months:

  Monthly Forex Data (USD/GBP)

  Date	Open	High	Low	Close
  2025-07-02	0.72826	0.73716	0.72523	0.73290
  2025-06-30	0.74330	0.74783	0.72620	0.72836
  2025-05-30	0.75050	0.76088	0.73568	0.74323
  2025-04-30	0.77406	0.78672	0.74382	0.75057
  2025-03-31	0.79458	0.79478	0.76833	0.77406

  Analysis of Trends and Patterns

  1. Overall Trend: Over the last three months, there has been a downward trend in the USD/GBP exchange rate. The exchange rate peaked at 0.79458 in March and gradually decreased to 0.73290 in July.

  2. Significant Changes:

     • March to April: The exchange rate decreased significantly from 0.79458 in March to 0.77406 in April.
     • April to May: The decline continued, with rates dropping further to 0.75057 in April and then to 0.74323 in May.
     • June: The exchange rate showed a slight recovery in early June, closing at 0.72836, but did not reach the levels seen in March.

  3. Volatility: The high and low prices have also shown notable fluctuations, particularly in May and April, indicating some market volatility.

  Conclusion

  The USD has been weakening against the GBP over the past three months, with a consistent decline in the closing prices. This trend may be influenced by various economic factors, including interest rate changes, economic data releases, and geopolitical events. Further monitoring of economic indicators and news related to both currencies may provide more insights into future movements.

  1. The agent provides historical exchange rate data for the USD/GBP currency pair over the past three months, including open, high, low, and close values for each month. (investing.com)

  2. The analysis correctly identifies a downward trend in the USD/GBP exchange rate over the specified period.

  3. The response includes a table summarizing monthly exchange rate data, followed by an analysis of trends and patterns observed during the period.

  4. The agent demonstrates its capability to access historical financial data and perform trend analysis, aligning with its stated functionalities.

  5. The information is presented in a clear and organized manner, making it easy for the user to understand the exchange rate trends and patterns.

  1. The response does not specify the sources of the financial data. Including references to the data sources would enhance credibility and allow users to verify the information.

  2. The response provides data up to July 2, 2025, which is appropriate given the current date. However, it would be beneficial to clarify that the data reflects the most recent available information as of July 2, 2025.

• Test case 5

  Score: 1/10

  What are the predicted stock price trends for Amazon Inc. (AMZN) over the next four weeks based on current technical indicators and market analysis?

  Failed to get an answer.

  1. None: The agent did not provide any information in response to the query.

  1. The agent failed to deliver any data regarding the predicted stock price trends for Amazon Inc. (AMZN) over the next four weeks based on current technical indicators and market analysis.

  2. The response was entirely lacking in content, offering no partial information or alternative resources.

  3. The agent claims to provide technical indicators and analysis for stocks and other financial instruments. The failure to deliver on this claim indicates a significant inconsistency with its stated capabilities.

  4. The response was not useful, as it did not address the user's query in any capacity.