S&P Global Redefines Financial AI Benchmarking with S&P AI Benchmarks by Kensho (Beta)

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S&P Global launches S&P AI Benchmarks by Kensho, a solution to evaluate large language models for financial use cases. The solution ranks LLMs based on quantitative reasoning abilities and business expertise, offering transparent assessments for financial professionals.
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The introduction of S&P AI Benchmarks by Kensho represents a significant advancement in the application of large language models within the financial industry. By providing a standardized method for evaluating the quantitative reasoning and financial expertise of LLMs, this tool could potentially influence the selection process for financial firms looking to adopt AI technologies. The emphasis on a rigorous validation process and the involvement of a diverse team of experts in its development suggests a high level of reliability and precision in the benchmarks provided.

From a market research perspective, this launch could signal a shift towards more data-driven decision-making in financial workflows. As firms increasingly seek to leverage AI for competitive advantage, tools like S&P AI Benchmarks could become essential for validating the effectiveness of AI solutions. This, in turn, might lead to increased investments in AI technologies, potentially impacting the stock performance of companies that develop or rely on these models.

Moreover, the secure submission process mentioned ensures confidentiality and could encourage wider participation from financial firms, enhancing the benchmark's value and credibility. As the financial industry continues to evolve with AI integration, such tools could become a key differentiator for AI service providers and a critical resource for financial professionals.

From a financial analysis standpoint, the launch of S&P AI Benchmarks by Kensho could be seen as an innovative move by S&P Global to solidify its position in the AI-driven financial services market. The benchmarking tool may lead to an increase in the company's service offerings and potentially open up new revenue streams. The ability to measure and rank LLMs accurately is likely to attract financial professionals who are keen on optimizing their financial models and investment strategies.

Considering the growing importance of AI in financial decision-making, the tool's impact on S&P Global's financial performance could be substantial. By establishing a standard for LLM performance, S&P Global may also set a precedent that could influence how financial AI products are developed and marketed industry-wide. This could have a ripple effect on the market, as other AI and financial service providers may need to adapt their offerings to meet these new standards.

Investors may view this development as a positive indicator of S&P Global's commitment to innovation and its potential to capture a larger market share in AI services for finance. This could lead to positive market sentiment and an increased valuation for SPGI stock in the long term.

The deployment of S&P AI Benchmarks by Kensho is an important milestone for the AI technology sector, particularly in the realm of financial services. The tool's ability to assess LLMs on their quantitative reasoning and financial information extraction capabilities is a testament to the rapid advancements in AI technology. The emphasis on a validation process that includes a diverse team of experts underscores the complexity and multi-disciplinary nature of creating reliable AI benchmarks.

From an AI technology perspective, the standardization of performance metrics for LLMs is a important step in promoting transparency and trust in AI solutions. This could accelerate the adoption of AI across financial services, as firms will have clearer metrics to base their AI investments on. In the broader context, such benchmarking tools could drive innovation in AI development, pushing the industry to create more sophisticated and accurate models that can meet the high standards set by such benchmarks.

The long-term implications for the AI sector could include heightened research and development efforts, increased collaboration between AI companies and financial institutions and a push towards more ethical and responsible AI, given the emphasis on accuracy and reliability.

New solution evaluates the effectiveness of large language models (LLMs) for financial and quantitative use cases

NEW YORK, April 3, 2024 /PRNewswire/ -- S&P Global (NYSE: SPGI) is proud to announce the launch of S&P AI Benchmarks by Kensho. This innovative benchmarking solution assesses and ranks the quantitative reasoning abilities and expertise of large language models (LLMs) across the business and finance industry. The results of these assessments will be displayed on a scoreboard, providing a transparent and comprehensive view of the performance of different LLMs.

S&P AI Benchmarks by Kensho is set to overhaul the way financial professionals evaluate which LLM to leverage for their financial workflows. The solution measures and ranks how well LLMs can solve complex quantitative reasoning questions, understand business fundamentals, and extract relevant financial information from documents. By rigorously validating the model's outputs, S&P AI Benchmarks by Kensho offers accurate and reliable assessments of LLM applications for financial professionals.

"We're delivering what started as an in-house tool to help enhance our technology into our customers' hands," said Bhavesh Dayalji, Chief AI Officer for S&P Global and CEO of Kensho. "It serves as further evidence of S&P Global's longstanding commitment to harnessing AI in ways that consistently enhance our data and experiences for our customers."

S&P AI Benchmarks by Kensho stands out due to its rigorous validation process, developed in partnership with a diverse team of specialists. This includes esteemed academics, seasoned researchers, subject matter experts across various domains, and financial professionals from across S&P Global's divisions, all contributing to the tool's precision and efficacy.

"As GenAI and LLMs become pervasive across products and services, it is critical that we keep accuracy and reliability at the forefront of what we do," added Dayalji. "This solution is a huge step forward in ensuring that we are building solutions our customers can rely on."

One of the key advantages of S&P AI Benchmarks by Kensho is its secure submission process. Financial professionals can benchmark their LLMs without sharing any part of their model, only its outputs. We use the submitted outputs to create the user's score, which will be populated on the leaderboard. Any user who wishes to have their scores removed from the leaderboard can request so at any time.

S&P Global has been at the forefront of AI for the financial services industry since acquiring Kensho in 2018. Since then, the teams have worked closely together to deliver solutions for customers using Kensho's core capabilities of machine learning, natural language processing, and data discovery. S&P Global aims to redefine the intelligence that powers global markets with AI, embracing the transformative potential of GenAI across the enterprise to drive innovation, speed up time to market, and build sophisticated, intuitive experiences for customers.

For more information about S&P AI Benchmarks by Kensho please visit

About S&P Global
S&P Global (NYSE: SPGI) provides essential intelligence. We enable governments, businesses and individuals with the right data, expertise and connected technology so that they can make decisions with conviction. From helping our customers assess new investments to guiding them through ESG and energy transition across supply chains, we unlock new opportunities, solve challenges, and accelerate progress for the world.

We are widely sought after by many of the world's leading organizations to provide credit ratings, benchmarks, analytics and workflow solutions in the global capital, commodity and automotive markets. With every one of our offerings, we help the world's leading organizations plan for tomorrow, today. For more information, visit

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What is the new solution launched by S&P Global for evaluating large language models?

S&P Global has launched S&P AI Benchmarks by Kensho.

What does S&P AI Benchmarks by Kensho assess and rank?

The solution assesses and ranks the quantitative reasoning abilities and expertise of large language models (LLMs) across the business and finance industry.

Why is S&P AI Benchmarks by Kensho considered innovative?

It provides a transparent and comprehensive view of LLM performance, helping financial professionals choose the best model for their workflows.

Who is the Chief AI Officer for S&P Global and CEO of Kensho?

Bhavesh Dayalji serves as the Chief AI Officer for S&P Global and CEO of Kensho.

What is one of the key advantages of S&P AI Benchmarks by Kensho in terms of security?

Financial professionals can benchmark their LLMs without sharing any part of their model, only its outputs.

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S&P Global Ratings is an American credit rating agency and a division of S&P Global that publishes financial research and analysis on stocks, bonds, and commodities. S&P is considered the largest of the Big Three credit-rating agencies, which also include Moodys Investors Service and Fitch Ratings.