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Cohere vs Nebius
Cohere sells its own models and private deployment to regulated enterprises. Nebius hosts 60+ open models and raw GPUs, with EU placement on one account.
By The Subconscious Team · Updated
Cohere vs Nebius: key differences
The split is first-party models versus a host for everyone else's. Cohere's Command A lists at $2.50 in and $10 out per million tokens with a 256K window, and Command A+ is a 218B mixture-of-experts model under Apache 2.0 with 128K context. Nebius Token Factory serves 60+ open models, including DeepSeek, Qwen, GLM, Kimi and GPT-OSS, from $0.06 per million input tokens, and Artificial Analysis has measured it among the top hosts on throughput. On agentic coding and broad intelligence, the DeepSeek and GLM models Nebius carries lead Command A+, and they usually cost less per token than Command A.
Deployment is where Cohere pulls ahead. It runs on its own API, Bedrock, Azure AI Foundry and Oracle OCI, and it will install models and fine-tuning inside a customer's VPC or fully on-prem. Nebius keeps workloads in its own cloud but offers EU or US placement, dedicated endpoints with a 99.9% SLA, uploaded fine-tunes at token pricing, and raw GPUs from H100s to GB300 racks for training. Cohere also has Embed 4 and Rerank 4, a retrieval stack Nebius does not match. Nebius requires a $25 minimum first payment, and Cohere often needs a sales call because Command A+ prices are unpublished.
What Cohere and Nebius do
Cohere
Cohere is a Toronto-based lab that sells models and platforms to banks, governments and large enterprises rather than consumers. Its generative line is the Command family. Command A+, released May 20, 2026, is a 218B-parameter mixture-of-experts model with 25B active, published under Apache 2.0 with a 128K context window, and it combines reasoning, vision, translation and tool use in one set of weights. Command A has a 256K window and lists at $2.50 in and $10 out per million tokens, while Command R7B costs $0.0375 in. June 2026 added North Mini Code, a 30B Apache 2.0 coding model, and the lineup also includes Aya multilingual models and Transcribe for speech.
Example models: Command A+, Command A, Embed 4, Rerank 4
Full Cohere profileNebius
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 profileShould you choose Cohere or Nebius?
Cohere
Choose Cohere for
- RAG and agents deployed inside a private network
- Multimodal embeddings and reranking for search
- Enterprises buying through Azure or OCI
Nebius
Choose Nebius for
- EU-resident inference on current open models
- Serving fine-tuned checkpoints with an SLA
- Growing from token APIs into GPU training
Cohere vs Nebius at a glance
| Attribute | Cohere | Nebius |
|---|---|---|
| Model access | Closed, plus open Command A+ | Open weights, 60+ models |
| Flagship models | Command A+, Command A, Embed 4, Rerank 4 | DeepSeek, Qwen, GLM, Kimi, GPT-OSS |
| Speed | 375 tok/s on Command A+ W4A4, per Cohere | Among top hosts on throughput |
| Price | $0.0375–$2.50 in, $0.15–$10 out per 1M | From $0.06 per 1M input |
| Customization | Enterprise fine-tuning, incl. private | Serve uploaded fine-tunes |
| Deployment | API, Bedrock, Azure, OCI, VPC, on-prem | Token Factory, dedicated, raw GPUs |
| Long context | 256K on Command A; 128K on A+ | Varies by model |
Frequently asked questions
What is the difference between Cohere and Nebius?
Cohere sells its own models and private deployment to regulated enterprises. Nebius hosts 60+ open models and raw GPUs, with EU placement on one account.
When should I choose Cohere over Nebius?
RAG and agents deployed inside a private network; Multimodal embeddings and reranking for search; Enterprises buying through Azure or OCI.
When should I choose Nebius over Cohere?
EU-resident inference on current open models; Serving fine-tuned checkpoints with an SLA; Growing from token APIs into GPU training.
Is Cohere or Nebius cheaper?
Cohere: $0.0375–$2.50 in, $0.15–$10 out per 1M. Nebius: From $0.06 per 1M input. The cheaper choice depends on the model and workload.
Which has more context, Cohere or Nebius?
Cohere: 256K on Command A; 128K on A+. Nebius: Varies by model.
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