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Cloudflare Workers AI vs Infercom: Token Pricing, Speed & Intelligence

Full comparison of Cloudflare Workers AI and Infercom — 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.

Edge AILow-latency inferenceServerless AIGlobal applicationsCost-efficient inference
Open-weight hostHosts open weights

Infercom

EU inference on SambaNova chips — Gemma 4, gpt-oss-120b, Whisper, embeddings

Infercom is an EU-based inference provider running on SambaNova RDU chips, offering Gemma 4 31B, gpt-oss-120b, Whisper Large v3, and E5-Mistral embeddings. Prices are in EUR per 1M tokens, excl. VAT, on a PAYG basis. Suited for European workloads requiring EU infrastructure without the overhead of a sovereign gateway.

EU inferenceEmbeddingsTranscriptionCost-sensitive workloads
Open-weight hostHosts open weights

Key metric comparison

Cheapest input ($/1M)

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Cheapest output ($/1M)

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Peak throughput

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Best latency (TTFT)

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Intelligence score

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Context window

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Live token pricing

Strengths and weaknesses

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)
Native integration with Cloudflare Workers, Pages, and D1 database
No infrastructure management — fully serverless
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

Infercom

EU-based infrastructure on SambaNova RDU chips
Competitive EUR pricing on Gemma 4 31B and gpt-oss-120b
Covers multiple modalities: chat, speech-to-text, embeddings
PAYG — no minimum spend
EUR pricing excluded from USD cross-provider comparisons
Small model catalog
Newer provider — limited ecosystem integrations

Key differentiators

Cloudflare Workers AI

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.

Infercom

EU inference on SambaNova chips covering chat, speech-to-text, and embeddings at competitive EUR rates.

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.

Infercom FAQs

What is Infercom?

Infercom is an EU-based inference provider running on SambaNova RDU chips. It offers Gemma 4 31B, gpt-oss-120b, Whisper Large v3, and E5-Mistral embeddings at PAYG EUR rates. See infercom.ai/pricing for current rates.

Does Infercom offer embeddings?

Yes. Infercom offers E5-Mistral embeddings at EUR 0.13 per 1M input tokens.

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.

Infercom — EU inference on SambaNova chips — Gemma 4, gpt-oss-120b, Whisper, embeddings

Infercom is an EU-based inference provider running on SambaNova RDU chips, offering Gemma 4 31B, gpt-oss-120b, Whisper Large v3, and E5-Mistral embeddings. Prices are in EUR per 1M tokens, excl. VAT, on a PAYG basis. Suited for European workloads requiring EU infrastructure without the overhead of a sovereign gateway.

EU inference on SambaNova chips covering chat, speech-to-text, and embeddings at competitive EUR rates.

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)

Infercom

  • EU-based infrastructure on SambaNova RDU chips
  • Competitive EUR pricing on Gemma 4 31B and gpt-oss-120b
  • Covers multiple modalities: chat, speech-to-text, embeddings
  • EUR pricing excluded from USD cross-provider comparisons
  • Small model catalog

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

Infercom

  • EUR pricing excluded from USD cross-provider comparisons
  • Small model catalog
  • Newer provider — limited ecosystem integrations

Provider category context

Cloudflare Workers AI is a inference api, founded in 2023. Infercom 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 Infercom 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.