AI Developers Push for Usage-Based Pricing Amid Rising Demand
Written by Emily J. Thompson, Senior Investment Analyst
Updated: 1 hour ago
0mins
Source: Yahoo Finance
- Pricing Model Shift: OpenAI, Anthropic, and Microsoft's GitHub are transitioning from simple flat-fee subscriptions to usage-based pricing, where heavy users may pay more for generating slide decks, drafting emails, and debugging code, reflecting the rising pressure on AI labs due to high spending on chips, data centers, and talent.
- Customer Transition: Anthropic has shifted some business customers to actual-usage billing, while GitHub has introduced a new usage-based system after monthly allotments, which may compel companies to reassess their AI spending returns and impact budget allocations.
- Corporate Limitation Measures: Walmart has capped employee use of an in-house AI agent, while Uber has limited monthly employee spending on certain AI coding tools to $1,500, indicating a more cautious approach from companies in response to rising costs.
- Intensified Market Competition: As businesses may route simpler tasks to lower-cost alternatives like Alibaba's Qwen and DeepSeek, competition in the market will intensify, putting greater pressure on high-priced AI models.
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Analyst Views on MSFT
Wall Street analysts forecast MSFT stock price to rise
34 Analyst Rating
32 Buy
2 Hold
0 Sell
Strong Buy
Current: 378.910
Low
500.00
Averages
631.36
High
678.00
Current: 378.910
Low
500.00
Averages
631.36
High
678.00
About MSFT
Microsoft Corporation is a technology company. The Company develops and supports software, services, devices, and solutions. The Company’s segments include Productivity and Business Processes, Intelligent Cloud, and More Personal Computing. The Productivity and Business Processes segment consists of products and services in its portfolio of productivity, communication, and information services. This segment primarily comprises: Office Commercial, Office Consumer, LinkedIn, and Dynamics business solutions. The Intelligent Cloud segment consists of server products and cloud services, including Azure and other cloud services, SQL Server, Windows Server, Visual Studio, System Center, and related Client Access Licenses (CALs), and Nuance and GitHub; and Enterprise Services, including enterprise support services, industry solutions and Nuance professional services. The More Personal Computing segment primarily comprises Windows, Devices, Gaming, and search and news advertising.
About the author

Emily J. Thompson
Emily J. Thompson, a Chartered Financial Analyst (CFA) with 12 years in investment research, graduated with honors from the Wharton School. Specializing in industrial and technology stocks, she provides in-depth analysis for Intellectia’s earnings and market brief reports.
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- Market Share: Anthropic's Claude Code commands 54% of the enterprise AI coding market, significantly outpacing OpenAI's 21%, solidifying Anthropic's position in high-value AI applications and attracting more enterprise clients.
- Profitability Outlook: Anthropic is on track to achieve its first profitable quarter soon, while OpenAI is not expected to reach profitability until 2029, highlighting the critical differences investors must consider regarding risk and return in their investment choices.
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- Pricing Model Shift: OpenAI, Anthropic, and Microsoft's GitHub are transitioning from simple flat-fee subscriptions to usage-based pricing, where heavy users may pay more for generating slide decks, drafting emails, and debugging code, reflecting the rising pressure on AI labs due to high spending on chips, data centers, and talent.
- Customer Transition: Anthropic has shifted some business customers to actual-usage billing, while GitHub has introduced a new usage-based system after monthly allotments, which may compel companies to reassess their AI spending returns and impact budget allocations.
- Corporate Limitation Measures: Walmart has capped employee use of an in-house AI agent, while Uber has limited monthly employee spending on certain AI coding tools to $1,500, indicating a more cautious approach from companies in response to rising costs.
- Intensified Market Competition: As businesses may route simpler tasks to lower-cost alternatives like Alibaba's Qwen and DeepSeek, competition in the market will intensify, putting greater pressure on high-priced AI models.
See More
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- Market Position Review: The European Commission highlighted in November that Microsoft and Amazon hold 'very strong positions' in the cloud computing market, prompting a formal review to determine if they should be included in the new regulatory framework, reflecting significant scrutiny of their market dominance.
- Increased Compliance Obligations: If designated as 'gatekeeper' platforms, these cloud services would face a set of obligations under the Digital Markets Act, including interoperability requirements and restrictions on customer lock-in and self-preferencing practices, which could impact their business models and market strategies.
- Heightened Industry Risks: The cloud computing sector has faced scrutiny due to several outages in recent years, underscoring reliance on a few major providers; EU regulatory measures aim to prevent anti-competitive behavior and promote fair competition in digital markets, potentially having profound implications for Microsoft's and Amazon's market operations.
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