Cloudflare Workers AI vs Frontiere AI: Token Pricing, Speed & Intelligence
Full comparison of Cloudflare Workers AI and Frontiere AI — live token pricing, latency, throughput, context window, strengths, weaknesses, and best use cases. Rates sourced from public APIs — verify before use.
Cloudflare Workers AI
Serverless AI inference at the edge — run LLMs in 300+ Cloudflare data centers globally
Cloudflare Workers AI runs AI inference directly on Cloudflare's global edge network across 300+ data centers, delivering ultra-low latency by processing requests close to end users. It supports a curated catalog of open-weight models including Llama 4, Mistral, Qwen3, Phi-4, and Stable Diffusion, all accessible via the Workers runtime with no cold starts. Pricing is usage-based with a generous free tier (10,000 neurons/day), making it ideal for latency-sensitive applications and edge AI use cases.
Frontiere AI
EU sovereign AI gateway — Mistral, GLM-5.3, DeepSeek with per-model jurisdiction labels
Frontiere AI is an EU sovereign AI gateway routing requests to OVHcloud, Scaleway, Mistral, and AKI.IO infrastructure. Each model carries a per-model jurisdiction label so customers know exactly where their data is processed. Prices are in EUR per 100k tokens, VAT included, with a EUR 10 minimum top-up. Suited for European enterprises with GDPR and data residency requirements.
Key metric comparison
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Live token pricing
Strengths and weaknesses
Cloudflare Workers AI
Frontiere AI
Key differentiators
An AI inference platform running on a global CDN edge network — 300+ data centers enable low-latency inference for users worldwide without managing any GPU infrastructure.
EU sovereign AI gateway with per-model jurisdiction labels, routing to OVHcloud, Scaleway, Mistral, and AKI.IO.
Frequently asked questions
Cloudflare Workers AI FAQs
What is Cloudflare Workers AI?
Cloudflare Workers AI is a serverless AI inference platform that runs open-weight models on Cloudflare's global edge network across 300+ data centers. It delivers ultra-low latency by processing AI requests close to end users.
What models does Cloudflare Workers AI support?
Workers AI supports a curated catalog of open-weight models including Llama 4, Mistral 7B, Qwen3, Phi-4, and image generation models like Stable Diffusion. The catalog is smaller than Together AI but covers the most popular open-weight models.
How does Cloudflare Workers AI pricing work?
Workers AI uses a "neurons" pricing model. The free tier includes 10,000 neurons/day. Paid usage is billed per neuron, with cost varying by model size. Check developers.cloudflare.com/workers-ai/platform/pricing for current rates.
Frontiere AI FAQs
What is Frontiere AI?
Frontiere AI is an EU sovereign AI gateway that routes inference requests to European infrastructure (OVHcloud, Scaleway, Mistral, AKI.IO). Each model carries a jurisdiction label. Prices are in EUR per 100k tokens, VAT included. See getfrontiereai.eu for current rates.
Is Frontiere AI GDPR-compliant?
Frontiere AI routes all requests to EU-based infrastructure and provides per-model jurisdiction labels. This is designed to support GDPR and EU data residency requirements, though customers should verify their specific compliance needs.
Provider resources
Cloudflare Workers AI — Serverless AI inference at the edge — run LLMs in 300+ Cloudflare data centers globally
Cloudflare Workers AI runs AI inference directly on Cloudflare's global edge network across 300+ data centers, delivering ultra-low latency by processing requests close to end users. It supports a curated catalog of open-weight models including Llama 4, Mistral, Qwen3, Phi-4, and Stable Diffusion, all accessible via the Workers runtime with no cold starts. Pricing is usage-based with a generous free tier (10,000 neurons/day), making it ideal for latency-sensitive applications and edge AI use cases.
An AI inference platform running on a global CDN edge network — 300+ data centers enable low-latency inference for users worldwide without managing any GPU infrastructure.
Frontiere AI — EU sovereign AI gateway — Mistral, GLM-5.3, DeepSeek with per-model jurisdiction labels
Frontiere AI is an EU sovereign AI gateway routing requests to OVHcloud, Scaleway, Mistral, and AKI.IO infrastructure. Each model carries a per-model jurisdiction label so customers know exactly where their data is processed. Prices are in EUR per 100k tokens, VAT included, with a EUR 10 minimum top-up. Suited for European enterprises with GDPR and data residency requirements.
EU sovereign AI gateway with per-model jurisdiction labels, routing to OVHcloud, Scaleway, Mistral, and AKI.IO.
Key strengths compared
Cloudflare Workers AI
- Edge inference across 300+ global data centers — lowest latency for geographically distributed users
- No cold starts — inference runs on persistent GPU capacity at the edge
- Free tier: 10,000 neurons/day (roughly 10M tokens/day on small models)
- Limited model catalog vs. Together AI or OpenRouter — curated selection only
- No support for frontier proprietary models (GPT-6, Claude 5)
Frontiere AI
- EU sovereign infrastructure — OVHcloud, Scaleway, Mistral, AKI.IO
- Per-model jurisdiction labels — know exactly where data is processed
- EUR pricing — no currency risk for European customers
- EUR pricing excluded from USD cross-provider comparisons
- Smaller model catalog vs global inference hubs
Key weaknesses compared
Cloudflare Workers AI
- Limited model catalog vs. Together AI or OpenRouter — curated selection only
- No support for frontier proprietary models (GPT-6, Claude 5)
- Neurons-based pricing is opaque — hard to predict costs for large workloads
Frontiere AI
- EUR pricing excluded from USD cross-provider comparisons
- Smaller model catalog vs global inference hubs
- EUR 10 minimum top-up — not suitable for very low-volume testing
Provider category context
Cloudflare Workers AI is a inference api, founded in 2023. Frontiere AI is a inference api, founded in 2024. Both are inference api providers — the comparison is primarily about pricing, model selection, and feature differentiation within the same tier.
How to choose between them
Both Cloudflare Workers AI and Frontiere AI host open-weight models. The key differentiators are latency, throughput, and which specific model versions each provider offers. Check the speed metrics above — inference API providers often differ significantly on tokens-per-second for the same model. Pricing is typically competitive between them; availability of specific model versions (e.g., Llama 3.1 405B, DeepSeek V3) may be the deciding factor.