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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.
By The Subconscious Team · Updated
Meta vs Novita AI: key differences
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 Meta and Novita AI do
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.
Example models: Muse Spark 1.3, Muse Glimmer
Full Meta 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 Meta or Novita AI?
Meta
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
Novita AI
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
Meta vs Novita AI 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 |
Frequently asked questions
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.
Related comparisons
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.