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Frontiere AI vs Luma AI: Token Pricing, Speed & Intelligence

Full comparison of Frontiere AI and Luma AI — live token pricing, latency, throughput, context window, strengths, weaknesses, and best use cases. Rates sourced from public APIs — verify before use.

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.

GDPR-compliant workloadsEU data residencyEuropean enterprise AI
Open-weight hostHosts open weights

Luma AI

Dream Machine — high-quality video generation from text and image prompts

Luma AI develops Dream Machine, a video generation model accessible via API. Dream Machine v1.6 generates high-quality video clips from text or image prompts. The 4K variant produces higher-resolution output. Pricing is per second of generated video rather than per token.

Video generationCreative contentMarketing assetsPrototyping video concepts
Proprietary models

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

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
GDPR-aligned by design
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

Luma AI

Dream Machine v1.6 produces high-quality, temporally consistent video clips
Supports both text-to-video and image-to-video generation
4K variant available for higher-resolution output
Simple per-second pricing model
Video generation only — no text, image, or audio models
Per-second pricing can be expensive for long clips
Generation latency is higher than text inference
Maximum clip length limited compared to some competitors

Key differentiators

Frontiere AI

EU sovereign AI gateway with per-model jurisdiction labels, routing to OVHcloud, Scaleway, Mistral, and AKI.IO.

Luma AI

Dream Machine v1.6 delivers high-quality text-to-video and image-to-video generation via a simple per-second API — with a 4K variant for production-quality output.

Frequently asked questions

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.

Luma AI FAQs

How is Luma AI priced?

Luma AI charges per second of generated video. Dream Machine v1.6 is $0.190/second and the 4K variant is $0.750/second. See lumalabs.ai/dream-machine/api/pricing for current rates.

What is Dream Machine?

Dream Machine is Luma AI's video generation model. v1.6 generates high-quality video clips from text or image prompts, with strong temporal consistency and motion quality.

Does Luma AI support image-to-video?

Yes. Dream Machine supports both text-to-video and image-to-video generation, allowing you to animate a still image or generate video from a text description.

Provider resources

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.

Luma AI — Dream Machine — high-quality video generation from text and image prompts

Luma AI develops Dream Machine, a video generation model accessible via API. Dream Machine v1.6 generates high-quality video clips from text or image prompts. The 4K variant produces higher-resolution output. Pricing is per second of generated video rather than per token.

Dream Machine v1.6 delivers high-quality text-to-video and image-to-video generation via a simple per-second API — with a 4K variant for production-quality output.

Key strengths compared

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

Luma AI

  • Dream Machine v1.6 produces high-quality, temporally consistent video clips
  • Supports both text-to-video and image-to-video generation
  • 4K variant available for higher-resolution output
  • Video generation only — no text, image, or audio models
  • Per-second pricing can be expensive for long clips

Key weaknesses compared

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

Luma AI

  • Video generation only — no text, image, or audio models
  • Per-second pricing can be expensive for long clips
  • Generation latency is higher than text inference
  • Maximum clip length limited compared to some competitors

Provider category context

Frontiere AI is a inference api, founded in 2024. Luma AI is a frontier lab, founded in 2021. Frontiere AI as an inference API provider hosts open-weight models — typically offering lower prices for equivalent capability tiers. Luma AI as a frontier lab trains and serves proprietary models with capabilities not available elsewhere.

How to choose between them

Choose Frontiere AI if you need GDPR-compliant workloads. Choose Luma AI if you need Video generation. For high-volume production workloads, run a cost comparison using the token pricing table above with your actual prompt/completion token ratio — the cheapest provider depends heavily on your input-to-output token ratio.