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Amazon Bedrock vs Novita AI
Novita AI is a low-cost cloud with 200+ open models and GPUs, but no public SOC 2 or HIPAA. Bedrock charges more and brings AWS compliance and closed models. Price versus enterprise readiness.
By The Subconscious Team · Updated
Amazon Bedrock vs Novita AI: key differences
Novita AI wins its customers on low prices and a wide catalog. Its serverless API covers 200+ open models across LLMs, image, video, speech and embeddings, LLM prices start at $0.02 per million, batch runs at 50% off, and it offers the full 1M context on DeepSeek V4 Pro. It also rents GPUs from RTX 3090s to H200s and runs dedicated endpoints with hot-swappable LoRAs. Bedrock covers closed and open models under AWS security, with third-party analyses putting most models 20 to 35% above direct prices.
Compliance is where this is decided. Novita lists no public SOC 2, HIPAA or VPC peering, and support runs through Discord with looser serverless SLAs. Many enterprise buyers stop there. Bedrock inherits IAM, PrivateLink, KMS and CloudTrail and adds Guardrails, Knowledge Bases and AgentCore. For indie products, prototypes and cost-first media or LLM generation, Novita stretches a budget further. For regulated production, Bedrock is the safer default.
What Amazon Bedrock and Novita AI do
Amazon Bedrock
Amazon Bedrock is AWS's managed model service and has become the default AI control plane for many enterprises. One API reaches 100+ models from 18+ providers, including Anthropic's Claude family, Meta, Mistral, DeepSeek, Amazon's own Nova models, and, since an April 2026 partnership expansion, OpenAI models up to GPT-6 Astra. Switching models is usually just a new model ID. Every call inherits IAM, PrivateLink, KMS encryption and CloudTrail logging, and provider models never train on customer data.
Example models: Claude Opus, GPT-6 Astra
Full Amazon Bedrock 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 Amazon Bedrock or Novita AI?
Amazon Bedrock
Choose Amazon Bedrock for
- Regulated production traffic on AWS.
- Closed models like Claude and GPT-6 Astra.
- Managed agent tooling with audit trails.
Novita AI
Choose Novita AI for
- Cost-first LLM and image generation.
- Wide multimodal catalog with day-zero open models.
- Model APIs, GPUs and sandboxes on one bill.
Amazon Bedrock vs Novita AI at a glance
| Attribute | Amazon Bedrock | Novita AI |
|---|---|---|
| Model access | Closed and open, 100+ models | Open weights |
| Flagship models | Claude, GPT-6 Astra, Nova, DeepSeek | DeepSeek V4 Pro, Gemma 4 |
| Speed | Latency-optimized option on some models | ~36 tok/s on DeepSeek V4 Pro |
| Price | ~20–35% above direct; Claude at parity | From $0.02 per 1M; batch 50% off |
| Customization | Fine-tuning, Custom Model Import | Hot-swappable LoRA adapters |
| Deployment | Managed on AWS, AgentCore | Serverless, GPU cloud, dedicated |
| Long context | Varies by model | Full 1M on DeepSeek V4 Pro |
Frequently asked questions
What is the difference between Amazon Bedrock and Novita AI?
Novita AI is a low-cost cloud with 200+ open models and GPUs, but no public SOC 2 or HIPAA. Bedrock charges more and brings AWS compliance and closed models. Price versus enterprise readiness.
When should I choose Amazon Bedrock over Novita AI?
Regulated production traffic on AWS; Closed models like Claude and GPT-6 Astra; Managed agent tooling with audit trails.
When should I choose Novita AI over Amazon Bedrock?
Cost-first LLM and image generation; Wide multimodal catalog with day-zero open models; Model APIs, GPUs and sandboxes on one bill.
Is Amazon Bedrock or Novita AI cheaper?
Amazon Bedrock: ~20–35% above direct; Claude at parity. Novita AI: From $0.02 per 1M; batch 50% off. The cheaper choice depends on the model and workload.
Which has more context, Amazon Bedrock or Novita AI?
Amazon Bedrock: Varies by model. 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.