Bench test · AI Data & Analytics
Microsoft Excel vs Looker
Microsoft Excel beats Looker 8.2 to 8.1 on our four-agent test panel, winning 3 of 4 agents head to head. Microsoft Excel: free tier; paid from $6/mo. Facts last verified October 7, 2026.
| Microsoft Excel | Looker | |
|---|---|---|
| consensus | score8.2/10 | score8.1/10 |
| agents won | 3 / 4 ▲ | 1 / 4 |
| from | $6/mo ▲ | — |
| free tier | yes ▲ | no |
| category | AI Data & Analytics | AI Data & Analytics |
Agent panel — head to head
| Anthropic | 9.2 ▲ | 7.8 |
| OpenAI | 8.9 ▲ | 7.8 |
| Gemini | 9.2 ▲ | 8.3 |
| Grok | 5.5 | 8.3 ▲ |
Microsoft Excel
- ✓Industry standard with wide compatibility
- ✓Powerful analytics and visualization tools
- ✓Large user base with extensive support resources
- —Steep learning curve for advanced features
- —Performance issues with very large datasets
- —Requires subscription for full functionality
Data organization in tabular formatFormula and function calculationsPivot tables for data summarizationBuilt-in chart and graph visualizationConditional formatting and filteringCollaboration and cloud integration
Looker
- ✓Strong integration with Google Cloud ecosystem
- ✓Flexible and scalable for enterprise use
- ✓Powerful modeling with LookML
- —Steep learning curve for LookML development
- —Higher cost compared to some competitors
- —Requires technical expertise for implementation
Interactive dashboards and data visualizationLookML modeling language for data transformationEmbedded analytics in applicationsSelf-service data explorationReal-time data insightsMulti-source data integration
$6/mo · free tier
Try Microsoft Excel ▸Pricing on their site
Try Looker ▸Verdict
Microsoft Excel takes it — 8.2 to 8.1 (a photo finish).
The panel gave Microsoft Excel the edge on 3 of 4 agents. It's close enough that Looker is a fair pick if it fits your workflow better.