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Large Language ModelsTechCrunch AIPublished: Aug 21, 2026, 04:03 JST2 min read

Ramp launches AI model router to compete in inference market

Ramp launches AI model router to compete in inference market

Key takeaway

  • Ramp, a corporate expense management platform, launched Router, an AI model routing service that lets companies switch between large language models from eight providers through a single API.

  • The service is free through the end of 2026 in the United States and comes with a $26 credit offer.

  • For Ramp, the move taps the booming AI inference market while giving existing customers a tool that complements its expense management products—potentially opening new sales channels.

3 Key Points

  1. What happened

    Ramp, a corporate expense management platform, launched Router on Wednesday evening—a service that lets users and companies switch between large language models (AI systems that understand and generate text) from providers including OpenAI, Anthropic, DeepSeek, Moonshot, Minimax, Nvidia, xAI, and Z.ai through a single API. The service is free through the end of 2026 (though users pay for the underlying AI inference costs) and comes with a $26 credit launch offer; it is currently available only in the United States.

  2. Why it matters

    Ramp, which raised $750 million at a $44 billion valuation in June, is entering the growing AI inference market—the business of running AI models—while offering its existing customers a model routing tool that integrates with its current expense management products. By building relationships with AI labs and inference providers, Ramp may be able to acquire new customers and create additional entry points for selling its core services.

  3. What to watch

    Router offers several routing strategies, including one that lets users set preferences for model providers' flex usage tiers and another that chooses models based on up to three user-specified benchmarks. The company has not disclosed pricing for 2027 onward. It also retains model inputs, outputs, and tool calls for one year by default (removing personally identifiable information before using the data to improve the product), which users can opt out of.

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Context & Analysis

Ramp's move into model routing mirrors Stripe's earlier entry into the AI inference market, positioning both companies as intermediaries in the fast-growing business of running AI models. Router functions similarly to OpenRouter, an existing model routing service, though Router currently offers fewer AI model options. The service leverages infrastructure Ramp built and has been using internally for the past three years, suggesting the company has refined the routing logic over time. For Ramp's core business—helping companies manage and monitor their spending—adding a model router is a natural extension: customers already trust Ramp to track token usage and spending; Router lets them route those requests intelligently across multiple providers while staying within Ramp's platform. The free-through-2026 pricing and $26 launch credit are designed to build adoption quickly before the company begins charging in 2027.

FAQ

Which AI model providers does Router support?
Router offers access to models from OpenAI, Anthropic, DeepSeek, Moonshot, Minimax, Nvidia, xAI, and Z.ai.
What does Router cost?
Router is free to use through the end of 2026; users still pay for the underlying AI model inference costs. The company has not disclosed pricing for 2027 onward. A $26 credit is available as a launch offer.
Where can I use Router?
Router is currently available only in the United States.

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