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Together AI vs Nebius
Nebius is a European AI cloud with EU data residency and a smaller managed catalog. Together has the broader open-model platform and deeper training tooling.
By The Subconscious Team · Updated
Together AI vs Nebius: key differences
Both sell managed open-model inference next to raw GPUs, so the overlap is real. Nebius Token Factory serves 60+ open models, including DeepSeek, Qwen, GLM, Kimi and GPT-OSS, from $0.06 per million input tokens, with dedicated endpoints on a 99.9% SLA and optional EU or US placement. Together's text catalog is about 20 models plus image, video and speech, and new open releases land within days. Nebius lets you upload a fine-tuned checkpoint and serve it at the same token price. Together goes further on training itself, with managed LoRA and full SFT from $0.48 per million training tokens and RL through Together Post-Training.
On raw compute, Nebius lists H100s from $0.79 an hour on spot and scales up to GB300 NVL72 racks. Together reserves H100 clusters from $3.19. Neither has a free trial, and Nebius asks for a $25 minimum first payment. The deciding factor for many buyers is geography: Nebius is headquartered in Amsterdam and offers EU data residency. Choose Nebius for European compliance. Choose Together for managed training and the wider model menu.
What Together AI and Nebius do
Together AI
Together AI is the broadest open-model platform in the category. One bill covers per-token serverless inference, batch at up to 50% off, provisioned throughput with a 99% SLA, dedicated deployments, raw GPU clusters, managed fine-tuning and code sandboxes for agents. The text catalog runs to about 20 open models, including GLM 5.3, DeepSeek V4.1 Flash, DeepSeek V4 Pro 0813, Kimi K3, Qwen 3.8 Flash and MiniMax M3.1 Flash, plus image, video and speech models. Token prices sit at parity with Fireworks and Baseten.
Example models: Kimi K3, GLM 5.3, DeepSeek V4.1 Flash
Full Together AI 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 $4.50 an hour on demand or from $0.79 on dynamic spot pricing, up to GB300 NVL72 racks, and it has begun adding Vera Rubin. On-demand GPU prices rose on October 1, 2026, and preemptible VMs moved to demand-set spot prices on October 8. 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 V4 Pro, Kimi K3, MiniMax M3
Full Nebius profileShould you choose Together AI or Nebius?
Together AI
Choose Together AI for
- Managed fine-tuning and RL, not just serving uploads
- Image, video and speech models on the same bill
- Canary and shadow-traffic rollouts
Nebius
Choose Nebius for
- European teams that need EU data residency
- Cheap preemptible H100s for flexible jobs
- Dedicated endpoints with a 99.9% SLA and EU placement
Together AI vs Nebius at a glance
| Attribute | Together AI | Nebius |
|---|---|---|
| Model access | Open weights | Open weights, 60+ models |
| Flagship models | Kimi K3, GLM 5.3, DeepSeek V4.1 Flash, Qwen 3.8 Flash | DeepSeek V4 Pro, Kimi K3, MiniMax M3, GLM |
| Speed | 0.99s TTFT on DeepSeek V4 Pro | Among top hosts on throughput |
| Price | Parity with Fireworks and Baseten | From $0.06 per 1M input |
| Customization | LoRA and full SFT; RL via Post-Training | Serve uploaded fine-tunes |
| Deployment | Serverless, dedicated, GPU clusters | Token Factory, dedicated, raw GPUs |
| Long context | 1M on DeepSeek V4 Pro 0813, Kimi K3, GLM 5.3 | Varies by model |
Frequently asked questions
What is the difference between Together AI and Nebius?
Nebius is a European AI cloud with EU data residency and a smaller managed catalog. Together has the broader open-model platform and deeper training tooling.
When should I choose Together AI over Nebius?
Managed fine-tuning and RL, not just serving uploads; Image, video and speech models on the same bill; Canary and shadow-traffic rollouts.
When should I choose Nebius over Together AI?
European teams that need EU data residency; Cheap preemptible H100s for flexible jobs; Dedicated endpoints with a 99.9% SLA and EU placement.
Is Together AI or Nebius cheaper?
Together AI: Parity with Fireworks and Baseten. Nebius: From $0.06 per 1M input. The cheaper choice depends on the model and workload.
Which has more context, Together AI or Nebius?
Together AI: 1M on DeepSeek V4 Pro 0813, Kimi K3, GLM 5.3. Nebius: 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.