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Nebius vs Infron
Nebius is a European cloud with managed open models and raw GPUs. Infron routes across 400+ models from 100+ providers.
By The Subconscious Team · Updated
Nebius vs Infron: key differences
Nebius offers Token Factory for 60+ open models from $0.06 per million input tokens, dedicated endpoints, uploaded fine-tunes and raw GPUs, on one European account. Infron is a gateway: one OpenAI-compatible API in front of 400+ models from 100+ providers, at provider rates plus a 3% to 5% fee on credit top-ups, with fallbacks, region pinning and a 99.9% uptime SLA on dedicated throughput.
Nebius fits teams that want managed inference and GPUs from one European provider. Infron fits teams that want many vendors, including closed models, behind one key with failover.
What Nebius and Infron do
Nebius
Nebius is an Amsterdam-headquartered AI cloud and the strongest European alternative to the US hyperscalers. It sells raw NVIDIA GPU compute, from H100s at $2.15 an hour preemptible up to GB300 NVL72 racks, and it has begun adding Vera Rubin. Hyperscale buyers back it: a Microsoft capacity deal worth about $17.4B in September 2025, then a Meta agreement worth up to about $27B in March 2026.
Example models: DeepSeek V3, GPT-OSS
Full Nebius profile
Infron
Infron is a US-based AI gateway and inference platform. One OpenAI-compatible API reaches 400+ models from 100+ providers, including DeepSeek, Qwen, Claude, Gemini and GPT through what Infron calls official partner routes, plus media and search models. Teams set provider preferences and fallbacks, see usage and billing in one place, and can bring their own provider keys at no fee. Lawrence Xu is CEO and co-founder Andrew Zheng is CTO.
Example models: DeepSeek, Qwen, Claude, Gemini, GPT
Full Infron profileShould you choose Nebius or Infron?
Nebius vs Infron at a glance
| Attribute | Nebius |  Infron |
|---|---|---|
| Model access | Open weights, 60+ models | Closed and open, 400+ models |
| Flagship models | DeepSeek, Qwen, GLM, Kimi, GPT-OSS | DeepSeek, Qwen, Claude, Gemini, GPT |
| Speed | Among top hosts on throughput | Unknown |
| Price | From $0.06 per 1M input | Provider rates; 3–5% top-up fee |
| Customization | Serve uploaded fine-tunes | Custom deployments |
| Deployment | Token Factory, dedicated, raw GPUs | Gateway API, dedicated, BYOK |
| Long context | Varies by model | Varies by model |
Frequently asked questions
What is the difference between Nebius and Infron?
Nebius is a European cloud with managed open models and raw GPUs. Infron routes across 400+ models from 100+ providers.
When should I choose Nebius over Infron?
Managed models plus raw GPUs; European hosting; Serving uploaded fine-tunes.
When should I choose Infron over Nebius?
Closed and open models on one key and one bill; Automatic failover across providers; Multi-model products that switch models often.
Is Nebius or Infron cheaper?
Nebius: From $0.06 per 1M input. Infron: Provider rates; 3–5% top-up fee. The cheaper choice depends on the model and workload.
Which has more context, Nebius or Infron?
Nebius: Varies by model. Infron: Varies by model.
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If your agents run past 200K tokens, compare both against Subconscious. Our inference stack treats a long-horizon trace as the primary workload, so speed, cost, and accuracy hold up deep into the trace.