Engineering
Data Extraction from Unstructured Text
Pulling structured fields from documents that resist traditional parsing.
Recommended agents
AnthropicOpenAICohere
Claude Sonnet 4.6
The workhorse. Faster than Opus, smarter than Haiku, the model most production deployments end up on.
GPT-4o
The omni model. Text, image, audio natively in one system. Speed doubled vs. GPT-4.
Command R+
Enterprise RAG specialist. Built for retrieval pipelines, not chat.
Budget pick
Claude Haiku 4.5
$1-$5 per million tokens
Key considerations
- ›Schema adherence rate
- ›Confidence scoring
- ›Null handling