Gemini in Google Sheets just achieved state-of-the-art performance.
Key Points
- 70.48% success on SpreadsheetBench
- Beta natural-language editing of entire sheets
- Outperforms competitors and nears human experts
Summary
Google announced beta features for Gemini in Sheets that let you create, organize, and edit entire spreadsheets via natural language prompts — from simple edits to complex data analysis. In evaluations on the public SpreadsheetBench benchmark, Gemini in Sheets reached a 70.48% success rate, outperforming competitors and approaching human expert performance. These capabilities are rolling out as beta; see the Google Workspace and Keyword posts for full details.
Key Points
- Beta enables natural-language manipulation of whole sheets: create, reformat, filter, transform, and analyze data without manual formulas.
- Benchmark result: 70.48% success on SpreadsheetBench, exceeding prior models and nearing human experts.
- Integrations: part of a broader Gemini update across Sheets, Drive, Docs, and Slides.
- Caution: features are beta — validate outputs and review critical edits before production use.
Practical guidance for engineers
- Describe tasks clearly (include column/row context and expected outcome) to improve reliability.
- Use Gemini for repeatable transforms, cleaning, and exploratory analysis, but add checks/tests for pipelines.
- Monitor changes and keep versioned copies while adopting beta automation in workflows.