Maxa Enterprise AI Benchmark
An evaluation of AI model performance across multiple enterprise systems.
Modern AI benchmarks rarely reflect the complexity of enterprise environments spanning multiple systems of record and company-specific rules.
We tested 14 AI models on the following comparisons:
- Single vs multiple systems
- Cryptic systems vs clean data
- Data transforms vs semantic layers, vs both
- Frontier vs challenger AI models
The full report explores the changing economics of agentic AI models, the cost of custom schemas, how semantic layers compare, and more.
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