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Together AI vs Novita AI
Novita undercuts on price with 200+ multimodal models and scrappy support. Together charges more for stronger SLAs, rollout tooling and managed training.
By The Subconscious Team · Updated
Together AI vs Novita AI: key differences
The platforms look similar on paper. Both offer serverless open models, batch at 50% off, dedicated endpoints and GPU instances, and both carry image, video and speech models. Novita is cheaper, with LLM prices from $0.02 per million, and it keeps the full 1M context on DeepSeek V4 Pro. Its catalog is wider at 200+ models, and dedicated endpoints run any Hugging Face model with hot-swappable LoRA adapters. It also added a Firecracker-based Agent Sandbox. Together prices at parity with Fireworks and Baseten, which is above Novita.
The gap shows up in enterprise readiness. Novita has no public SOC 2, HIPAA or VPC peering, looser serverless SLAs, middling uptime ratings and Discord-based support. Together offers provisioned throughput with a 99% SLA, canary and blue-green rollouts, shadow traffic and autoscaling on time to first token, plus managed full-parameter SFT and an RL beta. Indie products and prototypes chasing the lowest bill fit Novita. Teams running customer-facing production traffic, or training their own models, fit Together.
What Together AI and Novita AI 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 past thirty open models, including DeepSeek V4, Kimi K3, GLM 5.2, Qwen 3.8 and MiniMax M3, plus image, video, speech and embedding models. Token prices sit at parity with Fireworks and Baseten.
Example models: Kimi K3, DeepSeek V4 Pro
Full Together AI profileNovita AI
Novita AI is a San Francisco inference cloud founded in late 2023 by Frank Lewis and Junyu Huang, and it competes on price and breadth. Its serverless API covers 200+ open models across LLMs, image, video, speech, voice cloning and embeddings, with LLM prices starting at $0.02 per million tokens. The API speaks both OpenAI and Anthropic formats. It became an official Hugging Face Inference Partner in April 2026 and was the day-zero launch partner for Google's Gemma 4.
Example models: DeepSeek V4 Pro, Gemma 4
Full Novita AI profileShould you choose Together AI or Novita AI?
Together AI
Choose Together AI for
- Production traffic that needs a 99% SLA
- Full-parameter fine-tuning and RL on proprietary data
- Safe rollouts with shadow traffic and A/B routing
Novita AI
Choose Novita AI for
- Lowest-cost LLM and image calls for indie products
- Full 1M context on DeepSeek V4 Pro
- Hot-swapping many LoRA adapters on one endpoint
Together AI vs Novita AI at a glance
| Attribute | Together AI | Novita AI |
|---|---|---|
| Model access | Open weights | Open weights |
| Flagship models | Kimi K3, DeepSeek V4, GLM 5.2, Qwen 3.8 | DeepSeek V4 Pro, Gemma 4 |
| Speed | 0.99s TTFT on DeepSeek V4 Pro | ~36 tok/s on DeepSeek V4 Pro |
| Price | Parity with Fireworks and Baseten | From $0.02 per 1M; batch 50% off |
| Customization | LoRA and full SFT; RL in beta | Hot-swappable LoRA adapters |
| Deployment | Serverless, dedicated, GPU clusters | Serverless, GPU cloud, dedicated |
| Long context | 512K on DeepSeek V4 Pro | Full 1M on DeepSeek V4 Pro |
Frequently asked questions
What is the difference between Together AI and Novita AI?
Novita undercuts on price with 200+ multimodal models and scrappy support. Together charges more for stronger SLAs, rollout tooling and managed training.
When should I choose Together AI over Novita AI?
Production traffic that needs a 99% SLA; Full-parameter fine-tuning and RL on proprietary data; Safe rollouts with shadow traffic and A/B routing.
When should I choose Novita AI over Together AI?
Lowest-cost LLM and image calls for indie products; Full 1M context on DeepSeek V4 Pro; Hot-swapping many LoRA adapters on one endpoint.
Is Together AI or Novita AI cheaper?
Together AI: Parity with Fireworks and Baseten. Novita AI: From $0.02 per 1M; batch 50% off. The cheaper choice depends on the model and workload.
Which has more context, Together AI or Novita AI?
Together AI: 512K on DeepSeek V4 Pro. Novita AI: Full 1M on DeepSeek V4 Pro.
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Running long-horizon agents?
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.