I just conducted an interesting experiment to test three AI software programs to see which one can provide the most accurate macroeconomic information. All three are the latest paid versions: ChatGPT 5.1, Gemini 3 Pro, and Grok 4.1 Thinking.

The first test keyword was "Before the Federal Reserve's December meeting, how many non-farm payroll and inflation data reports are there?"

The results were as follows:

First place: Gemini not only provided accurate non-farm and inflation data but was also the only one to include PCE data in the inflation figures. Additionally, it was the only AI to provide information that is unlikely to be released in October. However, it took a very long time to think, placing it last.

Second place: ChatGPT was able to accurately provide the timing for non-farm payroll and CPI but did not have the timing for PCE. Although it hinted that the October non-farm payroll might not be released, it was not certain (this issue doesn't seem too significant). However, it had the fastest thinking time.

Third place: Grok only had the correct timing for CPI; all the non-farm timing was incorrect, and it seemed not to consider that the October non-farm payroll would not be released.

The second test keyword was "How was the September non-farm payroll data?" I intentionally blurred the year in this question.

The results were as follows:

ChatGPT's analysis results

First place: ChatGPT not only provided detailed non-farm data, including employment, unemployment, and wage changes, but also offered comparisons and interpretations of key data, especially regarding the interpretation of non-farm data and its potential impact on monetary policy, which was very useful. Moreover, it remained the fastest.

Gemini's analysis results

Tied for first place: Gemini is tied mainly because I feel that the two can complement each other. Both provided detailed data, and Gemini excelled over ChatGPT by explaining the industries where non-farm employment increased, but it lacked wage data changes, so they complement each other. Additionally, Gemini provided macroeconomic analysis that is more suitable for everyone.

Grok's analysis results

Third place: Grok only had data on employment and unemployment rates, lacking wage data, and its analysis was relatively minimal, falling within the norm.

Overall, if you need some foundational support for macro data, both ChatGPT and Gemini are excellent choices. However, considering that AI can often be unreliable, I personally recommend using more than one AI for mutual verification.

My demand for AI is often for data collection and comparison, and accuracy is very important.

Bitget VIP, lower fees, better benefits

免责声明：本文章仅代表作者个人观点，不代表本平台的立场和观点。本文章仅供信息分享，不构成对任何人的任何投资建议。用户与作者之间的任何争议，与本平台无关。如网页中刊载的文章或图片涉及侵权，请提供相关的权利证明和身份证明发送邮件到support@aicoin.com，本平台相关工作人员将会进行核查。