pandas ExcelFile via calaminevsxlrd
How 10 AI models weigh pandas ExcelFile via calamine against xlrd on the 1 buying question where both came up.
- pandas ExcelFile via calamine
- 1%of answers named it
- xlrd
- 98%of answers named it
- Placed higher
- 0–38times pandas ExcelFile via calamine vs xlrd, over 38 model rankings that listed either
- Models leaning
- 0–10toward pandas ExcelFile via calamine vs xlrd
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 | pandas ExcelFile via calamine | xlrd | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 0% | 100% | 0–4 | xlrd |
| GPT-6 Luna | 0% | 88% | 0–3 | xlrd |
| Gemini 4 Argon | 0% | 100% | 0–4 | xlrd |
| Qwen 3.8 Flash | 0% | 88% | 0–3 | xlrd |
| DeepSeek V4.1 Flash | 0% | 100% | 0–4 | xlrd |
| GLM-5.3 | 13% | 100% | 0–4 | xlrd |
| Kimi K3 | 0% | 100% | 0–4 | xlrd |
| MiniMax M3 | 0% | 100% | 0–4 | xlrd |
| Mistral Large 4 | 0% | 100% | 0–4 | xlrd |
| Nemotron 3.5 Super VL | 0% | 100% | 0–4 | xlrd |
What the models say about pandas ExcelFile via calamine
One reason per model, from the shared questions
No reasons given.
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 V4.1 Flash
Still the reliable choice for legacy .xls reading.
- 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 3.5 Super VL
Legacy .xls reader; still useful for old Excel files
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 | pandas ExcelFile via calamine | xlrd |
|---|---|---|
| Best Python libraries for reading and editing Excel files | 1% #29 | 98% #4 |