# Baseten vs Meta

> Meta sells its own Muse models through a closed API in preview. Baseten hosts other labs' open weights. Both speak OpenAI and Anthropic formats.

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

## How they compare

Meta's Model API serves Muse Spark 1.3, a multimodal reasoning model with a 1M context, at $1.25 in and $4.25 out. The endpoint accepts OpenAI Chat Completions, Anthropic Messages and a stateful agentic format. Baseten also answers in both the OpenAI and Anthropic shapes, so switching SDKs is a base URL change in either direction. What differs is the models. Meta's are closed and only available from Meta, except for the open-weight Muse Glimmer. Baseten's 13 are open weights from other labs, including DeepSeek V4, Kimi K3 and GLM 5.2, and it will serve any model you package with Truss.

Meta has two pricing oddities worth weighing. The Contributor tier drops prices to $0.10 in and $0.20 out if Meta can train on your traffic, with rate limits cut to 100 requests per minute. It also bundles Muse Image at $0.01 per image and transcription at $0.18 per hour. Baseten has no media generation, but it has operated since 2019 while Meta's API is still in preview, and it adds HIPAA, data residency and a 99.99% SLA. A self-hosted Muse Glimmer could itself run on Baseten dedicated GPUs.

## What each one does

### Baseten

Baseten runs two products. Model APIs serve a curated set of 13 open models, including DeepSeek V4, GLM 5.2, Kimi K3 and gpt-oss 120B, over endpoints that speak both the OpenAI Chat Completions shape and the Anthropic Messages shape. That dual compatibility means an existing OpenAI or Claude SDK, or a coding agent, points at Baseten with a base URL change. Dedicated deployments take any model you package with the open-source Truss CLI and bill per GPU minute, with an H100 at about $6.50 an hour.

### 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.

## Which is best, and when

### Choose Baseten for

- Production traffic that needs an SLA and HIPAA
- Choosing among several labs' open models
- Serving Muse Glimmer or other weights on dedicated GPUs

### Choose Meta for

- Muse Spark for coding, tool use and computer use
- Near-free prototyping when data sharing is acceptable
- Images and transcription on the same API key

## At a glance

| Attribute | Baseten | Meta |
|---|---|---|
| Model access | Open weights, 13 curated | Closed API; open Muse Glimmer |
| Flagship models | GLM 5.2, DeepSeek V4, Kimi K3, gpt-oss 120B | Muse Spark 1.3, Muse Glimmer |
| Speed | 0.49s TTFT, lowest measured | ~145–233 tok/s on Muse Spark 1.3 |
| Price | H100 about $6.50/hr dedicated | $1.25 in, $4.25 out; Contributor tier cheaper |
| Customization | Deploy any model with Truss | Open Muse Glimmer weights to fine-tune |
| Deployment | Model APIs, dedicated, self-host | Meta Model API (preview) |
| Long context | Varies by model | 1M |

## FAQ

### What is the difference between Baseten and Meta?

Meta sells its own Muse models through a closed API in preview. Baseten hosts other labs' open weights. Both speak OpenAI and Anthropic formats.

### When should I choose Baseten over Meta?

Production traffic that needs an SLA and HIPAA; Choosing among several labs' open models; Serving Muse Glimmer or other weights on dedicated GPUs.

### When should I choose Meta over Baseten?

Muse Spark for coding, tool use and computer use; Near-free prototyping when data sharing is acceptable; Images and transcription on the same API key.

### Is Baseten or Meta cheaper?

Baseten: H100 about $6.50/hr dedicated. Meta: $1.25 in, $4.25 out; Contributor tier cheaper. The cheaper choice depends on the model and workload.

### Which has more context, Baseten or Meta?

Baseten: Varies by model. Meta: 1M.

## Running long-horizon agents?

If your agents run past 200K tokens, compare both against Subconscious: [Subconscious vs Baseten](https://www.subconscious.dev/compare/subconscious-vs-baseten.md), [Subconscious vs Meta](https://www.subconscious.dev/compare/subconscious-vs-meta.md).

Full profiles: [Baseten](https://www.subconscious.dev/providers/baseten.md), [Meta](https://www.subconscious.dev/providers/meta.md).