# Anthropic vs Novita AI

> Novita's API speaks Anthropic's format and serves 200+ open models from $0.02 per million tokens. It is a cheap, broad alternative to Claude that lacks the certifications many enterprises require.

Canonical: https://www.subconscious.dev/compare/anthropic-vs-novita-ai · By The Subconscious Team · Updated September 30, 2026

## How they compare

Novita AI competes on price and breadth. Its serverless API covers 200+ open models across LLMs, image, video, speech, voice cloning and embeddings, with LLM prices from $0.02 per million tokens and batch at 50% off. It also speaks the Anthropic format, so Claude client code can call its models with little change, and it keeps DeepSeek V4 Pro's full 1M context. Anthropic's lineup is narrower and much pricier, from $1 in on Haiku 4.5 to $10 in on Fable 5.1, but it leads on coding benchmarks and sells through Bedrock, Vertex AI and Microsoft Foundry.

Compliance splits them. Novita has no public SOC 2, HIPAA or VPC peering, looser serverless SLAs, middling uptime ratings and Discord-based support, which rules it out for many enterprise buyers. For indie products and prototypes that want cheap LLM and image generation on one bill, that is often fine. Novita also offers GPU instances, dedicated endpoints with hot-swappable LoRA adapters and a Firecracker agent sandbox. Claude is the choice when a security review is required or when coding quality carries the product.

## What each one does

### Anthropic

Anthropic sells the Claude family of closed models through its own API, Amazon Bedrock, Google Vertex AI and Microsoft Foundry. The public lineup today runs from Claude Fable 5.1 at the top, released September 1, 2026, through the Opus and Sonnet tiers down to Haiku 4.5. List prices span a tenfold range, from $10 in and $50 out on Fable to $1 in and $5 out on Haiku. The top three tiers include a 1M token context window at standard pricing with no surcharge past 200K.

### Novita 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.

## Which is best, and when

### Choose Anthropic for

- Enterprise workloads that must pass security review
- Production coding agents
- Buyers who need cloud marketplace procurement

### Choose Novita AI for

- Cost-first LLM and image generation for prototypes
- Swapping Claude client code onto cheap open models
- Model APIs, GPUs and sandboxes on one bill

## At a glance

| Attribute | Anthropic | Novita AI |
|---|---|---|
| Model access | Closed | Open weights |
| Flagship models | Claude Fable 5.1, Opus, Sonnet, Haiku 4.5 | DeepSeek V4 Pro, Gemma 4 |
| Speed | Fable is the slowest tier | ~36 tok/s on DeepSeek V4 Pro |
| Price | $1–$10 in, $5–$50 out per 1M | From $0.02 per 1M; batch 50% off |
| Customization | N/A | Hot-swappable LoRA adapters |
| Deployment | API, Bedrock, Vertex AI, Microsoft Foundry | Serverless, GPU cloud, dedicated |
| Long context | 1M, no surcharge past 200K | Full 1M on DeepSeek V4 Pro |

## FAQ

### What is the difference between Anthropic and Novita AI?

Novita's API speaks Anthropic's format and serves 200+ open models from $0.02 per million tokens. It is a cheap, broad alternative to Claude that lacks the certifications many enterprises require.

### When should I choose Anthropic over Novita AI?

Enterprise workloads that must pass security review; Production coding agents; Buyers who need cloud marketplace procurement.

### When should I choose Novita AI over Anthropic?

Cost-first LLM and image generation for prototypes; Swapping Claude client code onto cheap open models; Model APIs, GPUs and sandboxes on one bill.

### Is Anthropic or Novita AI cheaper?

Anthropic: $1–$10 in, $5–$50 out per 1M. Novita AI: From $0.02 per 1M; batch 50% off. The cheaper choice depends on the model and workload.

### Which has more context, Anthropic or Novita AI?

Anthropic: 1M, no surcharge past 200K. Novita AI: Full 1M on DeepSeek V4 Pro.

## Running long-horizon agents?

If your agents run past 200K tokens, compare both against Subconscious: [Subconscious vs Anthropic](https://www.subconscious.dev/compare/subconscious-vs-anthropic.md), [Subconscious vs Novita AI](https://www.subconscious.dev/compare/subconscious-vs-novita-ai.md).

Full profiles: [Anthropic](https://www.subconscious.dev/providers/anthropic.md), [Novita AI](https://www.subconscious.dev/providers/novita-ai.md).