# Meta vs Novita AI

> Two ways to buy cheap tokens. Meta discounts its own closed model if it can train on your data; Novita sells 200+ open models at low prices with no data trade.

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

## How they compare

Both compete on cost, by different routes. Meta's standard Muse Spark 1.3 price is $1.25 in and $4.25 out per million, and its Contributor tier drops that to $0.10 in and $0.20 out, roughly 95% off, in exchange for letting Meta train on your prompts and completions, with rate limits cut to 100 requests per minute. Novita AI simply sells cheap open-model tokens, from $0.02 per million, across 200+ models in text, image, video, speech and embeddings, with batch at 50% off and APIs in both OpenAI and Anthropic formats.

Neither is an obvious enterprise pick. Meta's API is in public preview with a short track record. Novita has no public SOC 2, HIPAA or VPC peering, looser serverless SLAs and Discord-based support. Novita offers more control, since dedicated endpoints run any Hugging Face model with hot-swappable LoRA adapters, and its GPU cloud and agent sandbox share the bill. Meta offers a single agentic model with 1M context, plus Muse Glimmer weights for self-hosting. Breadth favors Novita. One strong model with cheap media add-ons favors Meta.

## What each one does

### Meta

Meta has moved from open Llama releases toward its own closed API. Meta Superintelligence Labs builds the Muse family, and in July 2026 Meta opened a public preview of the Meta Model API with Muse Spark 1.1, a multimodal reasoning model aimed at agentic coding, tool use and computer use. The current lineup runs through Muse Spark 1.3 with a 1M token context. Standard pricing is $1.25 in and $4.25 out per million tokens, with cached input at $0.15, and the endpoint speaks OpenAI Chat Completions, Anthropic Messages and a stateful agentic format.

### 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 Meta for

- Prototypes where sharing data with Meta is acceptable
- A single agentic model for coding and tool use
- Muse Image and transcription on the same key

### Choose Novita AI for

- Cheap open-model tokens without a data trade
- Serving LoRA fine-tunes on dedicated endpoints
- Models, GPUs and sandboxes on one bill

## At a glance

| Attribute | Meta | Novita AI |
|---|---|---|
| Model access | Closed API; open Muse Glimmer | Open weights |
| Flagship models | Muse Spark 1.3, Muse Glimmer | DeepSeek V4 Pro, Gemma 4 |
| Speed | ~145–233 tok/s on Muse Spark 1.3 | ~36 tok/s on DeepSeek V4 Pro |
| Price | $1.25 in, $4.25 out; Contributor tier cheaper | From $0.02 per 1M; batch 50% off |
| Customization | Open Muse Glimmer weights to fine-tune | Hot-swappable LoRA adapters |
| Deployment | Meta Model API (preview) | Serverless, GPU cloud, dedicated |
| Long context | 1M | Full 1M on DeepSeek V4 Pro |

## FAQ

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

Two ways to buy cheap tokens. Meta discounts its own closed model if it can train on your data; Novita sells 200+ open models at low prices with no data trade.

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

Prototypes where sharing data with Meta is acceptable; A single agentic model for coding and tool use; Muse Image and transcription on the same key.

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

Cheap open-model tokens without a data trade; Serving LoRA fine-tunes on dedicated endpoints; Models, GPUs and sandboxes on one bill.

### Is Meta or Novita AI cheaper?

Meta: $1.25 in, $4.25 out; Contributor tier cheaper. Novita AI: From $0.02 per 1M; batch 50% off. The cheaper choice depends on the model and workload.

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

Meta: 1M. 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 Meta](https://www.subconscious.dev/compare/subconscious-vs-meta.md), [Subconscious vs Novita AI](https://www.subconscious.dev/compare/subconscious-vs-novita-ai.md).

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