AI agents for data analysis
Agents that load your data, write and run the analysis code and hand back charts and a written summary.
| # | Agent | Category | Pulse | Downloads 7d | 7d | 30d | VS Code installs | Stars | Latest release | Price | Last 90 days |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 37 |
ManusButterfly Effect Pte. Ltd. (Manus AI), Singapore |
General | 51 | — | — | — | — | — | — | Free + $20/mo | |
| 62 |
GensparkGenspark Inc. (MainFunc) |
General | 42 | — | — | — | — | — | — | Free + $24.99/mo | |
| 117 |
ChatGPT WorkOpenAI |
General | 19 | — | — | — | — | — | — | Free + $8/mo | |
| 154 |
MiniMax AgentMiniMax |
General | — | — | — | — | — | — | — | Free + $22/mo | |
| No agents match that filter. | |||||||||||
Ranks are overall positions by Pulse Score. Click a column to sort by what matters to you. Methodology.
How analysis agents work
The reliable ones write code (usually Python or SQL), run it on your data and show you both the code and the result. That makes the analysis checkable: you can read what was computed instead of trusting a sentence. Agents that answer without running code are guessing from what fits in their context.
What each agent does for this task
Only agents whose own documentation describes this use are listed. Checked Oct 6, 2026.
| Agent | What it does | Source |
|---|---|---|
| ChatGPT Work | ChatGPT analyses uploaded CSV and Excel files with Python and makes interactive charts | docs |
| Manus | Analyses uploaded CSV or Excel files and outputs charts as slides, dashboards, reports or web pages | docs |
| Genspark | AI Sheets cleans data, compares performance, forecasts trends and generates charts | docs |
| MiniMax Agent | Writes SQL or Python analysis scripts and produces charts, tables and dashboard drafts | docs |
Checking the result
- Read the code the agent ran, or ask it to explain each step.
- Spot-check one number by hand.
- Mind sensitive data. Uploading a dataset sends it to the vendor; for confidential data, consider a coding agent that runs locally (see local AI coding agents).
More options by job: the best AI agents in every category.