Index Startup Ornn Launches Anthropic, OpenAI Token Benchmarks

2026-06-16 · Source: The Information · Field: Technology & Digital — Artificial Intelligence & Machine Learning, Data Science & Analytics · Depth: Fundamental Awareness, quick

Summary

AI cost tracking startup Ornn has introduced a new service designed to benchmark the price of tokens generated by prominent artificial intelligence laboratories, specifically Anthropic and OpenAI. This initiative addresses a growing demand from both customers and financial backers of AI firms who require more transparent and effective methods for monitoring significant AI-related expenditures. Ornn, which previously focused on tracking computing power costs for AI, is expanding its offerings to provide crucial financial metrics for the rapidly evolving AI industry. The new benchmark aims to bring clarity to the often-opaque pricing structures of large language models, allowing stakeholders to better understand and manage the economic implications of their AI investments and operational costs.

Key takeaway

For investors evaluating AI firms or AI/ML Directors managing large language model budgets, Ornn's new token price benchmarks offer critical transparency. You can now track and compare the operational costs associated with leading AI labs like Anthropic and OpenAI, enabling more informed financial decisions and better budget forecasting. Utilize this data to assess vendor efficiency and negotiate contracts, ensuring your AI investments yield optimal value.

Key insights

Ornn launched a service to benchmark AI token prices, addressing a need for cost transparency.

Principles

• AI cost tracking is evolving beyond compute.
• Transparency in AI pricing is a growing need.
• Benchmarks aid financial oversight in AI.

In practice

• Use Ornn's service for token cost comparison.
• Monitor AI lab token pricing trends.

Topics

• Ornn
• AI Cost Tracking
• Token Benchmarks
• Anthropic
• OpenAI
• Large Language Models

Best for: CTO, VP of Engineering/Data, AI Architect, Director of AI/ML, Investor, Consultant

Related on AIssential

• Anthropic is about to become the first profitable AI lab — Anthropic is nearing profitability driven by coding tools and agentic AI, despite increased user costs and compute demands.
• DeepSeek STRIKES BACK - Open-Source Model Challenges OpenAI And Anthropic — DeepSeek V4 sets a 1 million token context as standard, democratizing advanced AI capabilities through open-weight MoE models.
• Anthropic just eclipsed OpenAI — Anthropic's new Opus 4.8 model and \$965B valuation mark a significant shift in the AI frontier model landscape.
• Anthropic Steals OpenAI's Crown — The AI landscape is rapidly diversifying with advanced models, specialized tools, and integrated agent platforms.
• Anthropic hits $965 billion valuation, surpassing OpenAI — Rapid AI advancement creates unprecedented value and capabilities, but also critical safety risks and infrastructure demands.
• OpenAI vs. Anthropic: A price war over API tokens is brewing — The escalating costs of AI agent usage are driving a token price war between OpenAI and Anthropic, impacting enterprise spending and valuations.

Open in AIssential →

Editorial summary, takeaway, and curation by AIssential. Original article published by The Information.