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Google vs Nebius AI: Token Pricing, Speed & Intelligence

Full comparison of Google and Nebius AI — live token pricing, latency, throughput, context window, strengths, weaknesses, and best use cases. Updated July 2026.

Google

Gemini 2.5 — the largest context window at the lowest frontier price

Google DeepMind's Gemini family offers some of the most competitive frontier pricing, with Gemini 2.5 Pro delivering top-tier intelligence at $1.25/1M input tokens. The 1M+ token context window is the largest available. Gemini 2.5 Flash is a standout efficient model for vision and multimodal tasks.

VisionLong-contextCodingMultimodalCost-efficiency
Proprietary models

Nebius AI

European cloud AI — affordable open-source inference from ex-Yandex team

Nebius AI is a European cloud provider built by the team behind Yandex Cloud, offering GPU compute and LLM inference services. Their inference API hosts Llama and other open-weight models at competitive prices, with data centres in Europe for GDPR-compliant deployments.

European complianceGDPROpen-sourceCost-efficiencyGPU compute
Open-weight hostHosts open weights

Key metrics

Google
Nebius AI
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 & weaknesses

Google

1M+ token context window — largest available
Best price-per-intelligence at frontier tier ($1.25/1M input)
Native multimodal: text, image, audio, video
Gemini 2.5 Flash is the best efficient vision model
Free tier available via Google AI Studio
No open-weight models
Complex tiered pricing based on context length
API reliability has historically lagged OpenAI

Nebius AI

European data centres — GDPR-compliant by default
Competitive pricing on open-weight models
GPU compute + LLM inference from one provider
Built by experienced Yandex Cloud engineering team
OpenAI-compatible API
Smaller ecosystem than US-based providers
Limited model selection vs. Together AI
Less established brand recognition

Key differentiators

Google

Gemini 2.5 Pro delivers frontier-tier intelligence at $1.25/1M input tokens — the best price-to-performance ratio among all frontier models.

Nebius AI

European-native infrastructure with GDPR-compliant LLM inference and GPU compute from the same provider — ideal for EU businesses.

Frequently asked questions

Google FAQs

How much does the Google Gemini API cost?

Gemini 2.5 Pro costs $1.25/1M input tokens (up to 200K context) and $10/1M output. Gemini 2.5 Flash is $0.15/$0.60 per 1M tokens. Gemini 2.0 Flash is even cheaper at $0.10/$0.40 per 1M tokens.

What is the context window for Gemini models?

Gemini 2.5 Pro and Flash both support a 1,048,576-token (1M+) context window — the largest available from any major LLM provider. This makes them ideal for processing entire codebases, books, or long document collections.

Does Gemini support vision and multimodal inputs?

Yes. All Gemini 2.x models natively support images, audio, and video inputs alongside text. Gemini 2.5 Flash is particularly strong for vision tasks at a low cost.

Nebius AI FAQs

Is Nebius AI GDPR-compliant?

Yes. Nebius AI operates data centres in Europe (Amsterdam and other EU locations), making it a strong choice for European businesses with GDPR data residency requirements.

What models does Nebius AI offer?

Nebius AI hosts Llama 3.x and other popular open-weight models via their inference API. They also offer GPU compute for self-hosted model deployment.

Who built Nebius AI?

Nebius AI was founded by the team behind Yandex Cloud, one of Europe's largest cloud providers. They bring significant cloud infrastructure experience to the AI inference market.

Provider resources

Google

Provider pageWebsitePricingDocs

Nebius AI

Provider pageWebsitePricingDocs

Google — Gemini 2.5 — the largest context window at the lowest frontier price

Google DeepMind's Gemini family offers some of the most competitive frontier pricing, with Gemini 2.5 Pro delivering top-tier intelligence at $1.25/1M input tokens. The 1M+ token context window is the largest available. Gemini 2.5 Flash is a standout efficient model for vision and multimodal tasks.

Gemini 2.5 Pro delivers frontier-tier intelligence at $1.25/1M input tokens — the best price-to-performance ratio among all frontier models.

Nebius AI — European cloud AI — affordable open-source inference from ex-Yandex team

Nebius AI is a European cloud provider built by the team behind Yandex Cloud, offering GPU compute and LLM inference services. Their inference API hosts Llama and other open-weight models at competitive prices, with data centres in Europe for GDPR-compliant deployments.

European-native infrastructure with GDPR-compliant LLM inference and GPU compute from the same provider — ideal for EU businesses.

Key strengths compared

Google

  • ▸1M+ token context window — largest available
  • ▸Best price-per-intelligence at frontier tier ($1.25/1M input)
  • ▸Native multimodal: text, image, audio, video

Nebius AI

  • ▸European data centres — GDPR-compliant by default
  • ▸Competitive pricing on open-weight models
  • ▸GPU compute + LLM inference from one provider

Provider category context

Google is a frontier lab, founded in 1998. Nebius AI is a inference api, founded in 2023. Google as a frontier lab trains and serves its own proprietary models. Nebius AI as an inference API provider hosts open-weight models — typically offering lower prices for equivalent capability tiers but without access to proprietary frontier models.

How to choose between them

Choose Google if you need 1m+ token context window — largest available. Choose Nebius AI if you need european data centres — gdpr-compliant by default. 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.