Crashing the cost of data intelligence

Hex reports reducing the cost per multi-message conversation with its analytics agent by nearly 75%, from $6.44 in January 2026 to $1.64, as usage and token consumption grew substantially. The company attributes the reduction to lower-cost models, including OpenAI’s Luna and Kimi 2.7 for suitable tasks, and to agent-harness improvements that reduced unnecessary token use through better caching, tool selection, error handling, and specialized subagents. Its DataBench benchmark and Context Studio evaluation tools are intended to help customers compare model quality and cost on analytical work and on their own data environments. Hex also introduced a code-first 4.0 rewrite that reduced the agent’s tool set to roughly 40 tools, with projected thread-cost savings of 20–40%, and plans to further lower costs by allowing the agent to retain knowledge across related analyses rather than repeatedly rediscovering information.

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