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Nebius vs Venice
Nebius is a European AI cloud with Token Factory inference, uploaded fine-tunes and raw GPUs. Venice is a privacy-first API with uncensored models and crypto billing.
By The Subconscious Team · Updated
Nebius vs Venice: key differences
Both serve open models behind OpenAI-compatible APIs, but they answer different compliance questions. Nebius handles data residency: dedicated endpoints can be placed in the EU or US with a 99.9% SLA, which suits regulated European buyers. Venice handles data retention: open models run under a zero-retention contract, with TEE and end-to-end encrypted options on select ones. Token Factory lists 60+ models including DeepSeek, Qwen, GLM, Kimi and GPT-OSS, from $0.06 per million input tokens, and Artificial Analysis has measured Nebius among the top hosts on throughput. Venice spans 370+ models across four modalities and also proxies Anthropic, OpenAI and Google models, though only under an anonymized tier where prompts stay visible upstream.
Customization and growth path favor Nebius. You can upload a fine-tuned checkpoint and serve it at standard token pricing, then move onto raw GPUs, from preemptible H100s at $2.15 an hour to GB300 racks, on the same account. Venice has no fine-tuning or dedicated hardware. Venice wins on openness of content and payment: its uncensored fine-tunes cover use cases other hosts filter, and it accepts crypto, x402 USDC and DIEM staking. Nebius requires a $25 minimum first payment and offers no free trial. Venice lists 1M context on most current models; on Nebius context varies by model.
What Nebius and Venice 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 profileVenice
Venice is a privacy-focused AI platform founded in 2024 by Erik Voorhees, the crypto entrepreneur behind ShapeShift. It pairs a consumer chat app with a developer API that works as a drop-in replacement for OpenAI's chat endpoint and covers text, image, audio and video across 370+ models. Open models such as GLM 5.3, Kimi K3, DeepSeek V4 and Venice's own uncensored fine-tunes run under a private tier with contract-enforced zero data retention, and some add TEE inference or end-to-end encryption, where only an attested enclave can decrypt the prompt. Closed models from Anthropic, OpenAI and Google are proxied under an anonymized tier that hides user identity but leaves prompt content visible to the upstream provider.
Example models: GLM 5.3, Kimi K3, Venice Uncensored 1.2
Full Venice profileShould you choose Nebius or Venice?
Nebius vs Venice at a glance
| Attribute | Nebius | Venice |
|---|---|---|
| Model access | Open weights, 60+ models | Open weights, plus proxied closed models |
| Flagship models | DeepSeek, Qwen, GLM, Kimi, GPT-OSS | GLM 5.3, Kimi K3, DeepSeek V4 Pro |
| Speed | Among top hosts on throughput | Unknown |
| Price | From $0.06 per 1M input | $0.06–$12 in, $0.28–$60 out per 1M; DIEM staking |
| Customization | Serve uploaded fine-tunes | Unknown |
| Deployment | Token Factory, dedicated, raw GPUs | Serverless API, consumer app |
| Long context | Varies by model | 1M on most current models |
Frequently asked questions
What is the difference between Nebius and Venice?
Nebius is a European AI cloud with Token Factory inference, uploaded fine-tunes and raw GPUs. Venice is a privacy-first API with uncensored models and crypto billing.
When should I choose Nebius over Venice?
EU-resident inference for regulated buyers; Serving uploaded fine-tunes under an SLA; Growing from tokens into raw GPU training.
When should I choose Venice over Nebius?
No prompt logging with TEE options; Uncensored models for creative or research apps; Paying for inference in crypto or USDC.
Is Nebius or Venice cheaper?
Nebius: From $0.06 per 1M input. Venice: $0.06–$12 in, $0.28–$60 out per 1M; DIEM staking. The cheaper choice depends on the model and workload.
Which has more context, Nebius or Venice?
Nebius: Varies by model. Venice: 1M on most current models.
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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.