WPS AI от Kingsoft возглавил методологический рейтинг TableBench (72,54 балла)

On July 21, 2026, the international tabular question-answering benchmark TableBench updated its rankings: WPS AI from the Chinese company Kingsoft Office (金山办公) topped the methodology leaderboard with a score of 72,54 points.

What Is the TableBench Ranking

TableBench is an international benchmark that tests how accurately AI systems answer questions about tables. It consists of two independent rankings: the methodology leaderboard (方法榜) and the large language model leaderboard (大语言模型榜). WPS AI took first place specifically in the methodology ranking, scoring 72,54 points.

Tabular data is one of the most challenging formats for AI: to correctly answer a question about a table, a system must simultaneously understand the structure of rows and columns, locate the right cells, and calculate correctly based on them. That is precisely why a separate benchmark for tabular question answering has become a notable way to compare approaches.

• Ranking update date — July 21, 2026
• WPS AI (Kingsoft Office) — 72,54 points, first place on the methodology leaderboard
• Fact verification (事实核验) — over 90 points
• Numerical reasoning (数值推理) — over 90 points
• TableBench consists of two separate rankings: methodology and LLM

What WPS AI Excels At

WPS AI scored over 90 points on two key metrics at once — fact verification and numerical reasoning. These are the two areas where tabular AI systems make the most mistakes: one covers whether the answer matches the data in the table, the other covers the correctness of arithmetic and aggregations.

According to 36Kr, it was precisely the combination of high scores on these two metrics that put WPS AI in first place on the methodology ranking. The overall score of 72,54 is an aggregated assessment across the TableBench task set, not the result of a single test.

According to

TableBench data, WPS AI scored over 90 points on both fact verification and numerical reasoning — the two metrics on which table-processing systems most often stumble.

Why This Matters for Office AI

Working with tables is one of the core office tasks, and WPS is a major office suite where AI features are built directly into the editor. High scores — over 90 points — on fact-checking and numerical reasoning mean the model less often produces numbers that are not in the source data. This is a key complaint users have about AI when working with reports and financial tables.

The TableBench methodology leaderboard evaluates not only the language models themselves, but also the table-processing approaches built on top of them. First place with a score of 72,54 points shows that Kingsoft's solution is competitive at the international level in a narrow but practically important task.

What This Means

WPS AI's leadership (72,54 points) on the TableBench methodology ranking is a signal that Chinese office AI solutions are seriously competing in the applied niche of working with tables, where numerical accuracy matters more than polished text.

Frequently Asked Questions

What Is TableBench?

TableBench is an international benchmark for tabular question answering. It tests how accurately AI answers questions about tables and is split into two independent rankings: methodology and large language models.

How Many Points Did WPS AI Score?

WPS AI from Kingsoft Office scored 72,54 points and took first place on the TableBench methodology leaderboard in the update from July 21, 2026. On fact verification and numerical reasoning, its scores exceeded 90 points.