pyexcelvsxlrd
How 10 AI models weigh pyexcel against xlrd on the 1 buying question where both came up.
- pyexcel
- 78%of answers named it
- xlrd
- 98%of answers named it
- Placed higher
- 6–33times pyexcel vs xlrd, over 39 model rankings that listed either
- Models leaning
- 1–8toward pyexcel vs xlrd; 1 even
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | pyexcel | xlrd | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 100% | 0–4 | xlrd |
| GPT-6 Luna | 88% | 88% | 3–1 | pyexcel |
| Gemini 4 Argon | 100% | 100% | 0–4 | xlrd |
| Qwen 3.8 Flash | 25% | 88% | 0–3 | xlrd |
| DeepSeek V4 Pro | 75% | 100% | 1–3 | xlrd |
| GLM-5.3 | 88% | 100% | 2–2 | Even |
| Kimi K3 | 63% | 100% | 0–4 | xlrd |
| MiniMax M3 | 100% | 100% | 0–4 | xlrd |
| Mistral Large 4 | 38% | 100% | 0–4 | xlrd |
| Nemotron 3 Ultra | 100% | 100% | 0–4 | xlrd |
What the models say about pyexcel
One reason per model, from the shared questions
- Claude Haiku 5.5
Unified API across xls, xlsx, ods and csv formats with simple syntax.
- GPT-6 Luna
Convenient unified interface for basic spreadsheet reading and writing across formats.
- Gemini 4 Argon
Provides a simple, unified API for handling spreadsheet data across multiple file formats.
- Qwen 3.8 Flash
Unified API across libraries; handy when format support varies.
- DeepSeek V4 Pro
Unified API across .xlsx, .xls, .csv; great for simple multi-format workflows.
- GLM-5.3
Unified interface across many spreadsheet formats.
- Kimi K3
Simple unified API across many spreadsheet formats for quick conversions.
- MiniMax M3
Unified API across xlsx, xls, ods, csv formats with one call.
- Mistral Large 4
Unified API for reading and writing multiple spreadsheet formats including Excel.
- Nemotron 3 Ultra
Unified API supporting many Excel formats
What the models say about xlrd
One reason per model, from the shared questions
- Claude Haiku 5.5
Classic reader for legacy xls files; reading xlsx support was removed.
- GPT-6 Luna
A lightweight reader for older .xls files; limited to reading.
- Gemini 4 Argon
The reliable standard for extracting data from legacy xls spreadsheets.
- Qwen 3.8 Flash
Classic reader, still needed for legacy .xls files.
- DeepSeek V4 Pro
Classic .xls reader; still essential for legacy Excel 97-2003 files.
- GLM-5.3
Handles legacy xls files well.
- Kimi K3
Still the go-to for legacy .xls files, read-only but reliable.
- MiniMax M3
Classic reader for legacy .xls files, still widely used.
- Mistral Large 4
Still useful for reading legacy .xls files, though .xlsx support was removed.
- Nemotron 3 Ultra
Classic for reading legacy .xls files only
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | pyexcel | xlrd |
|---|---|---|
| Best Python libraries for reading and editing Excel files | 78% #6 | 98% #4 |