Meta: Muse Glimmer 30B API
Meta
Muse Glimmer 30B is a dense, open-weight multimodal model from Meta Superintelligence Labs, distilled from Muse Spark and optimized for autonomous agents on consumer hardware. It is suited for long-horizon...
About Meta: Muse Glimmer 30B
Meta: Muse Glimmer 30B is a large language model developed by Meta. It's particularly well-suited for analyzing images, screenshots, and visual content, tackling complex, multi-step reasoning problems, orchestrating tool-using agents that call APIs and external services, producing structured outputs for reliable data extraction, and handling large contexts of up to 131K tokens. Its 131K-token context window means you can pass in entire documents, codebases, or conversation histories without losing context. Developers choose Meta: Muse Glimmer 30B when they need reliable, production-quality AI inference through a simple API — and on Qubax, it's available at a fraction of the cost of traditional providers.
In the broader AI landscape, Meta: Muse Glimmer 30B sits among the frontier-tier offerings from Meta With advanced reasoning and multimodal vision and agentic tool use, it competes with the most frontier-tier models on the market. What sets it apart on Qubax isn't just the model itself — it's the accessibility. Rather than dealing with enterprise contracts or traditional payment rails, you get instant access via an OpenAI-compatible endpoint. That means you can drop Meta: Muse Glimmer 30B into Cursor, Cline, LangChain, or any framework that speaks the OpenAI protocol and start building immediately.
Qubax offers Meta: Muse Glimmer 30B at 13% below OpenRouter's price — just $0.263 per million input tokens and $1.13 per million output tokens. That pricing advantage compounds quickly at scale: a high-volume application sending millions of tokens per day can save significantly compared to using OpenRouter or the provider directly. And because Qubax runs on crypto-native infrastructure, you can pay with USDC, USDT, ETH, BTC, or 200+ other cryptocurrencies — no credit card or bank account required.
Pricing
| Token Type | Qubax | OpenRouter | You Save |
|---|---|---|---|
| Input (per 1M tokens) | $0.263 | $0.300 | 13% |
| Output (per 1M tokens) | $1.13 | $1.10 | -2% |
Prices per 1 million tokens. Pay with 200+ cryptocurrencies.
Estimated Monthly Cost
Specifications
Use Cases
Capabilities
Quick Start
from openai import OpenAI
client = OpenAI(
base_url="https://api.qubax.ai/v1",
api_key="qbx_live_YOUR_API_KEY",
)
response = client.chat.completions.create(
model="muse-glimmer-30b",
messages=[
{"role": "user", "content": "Hello!"}
],
)
print(response.choices[0].message.content)import OpenAI from "openai";
const client = new OpenAI({
baseURL: "https://api.qubax.ai/v1",
apiKey: "qbx_live_YOUR_API_KEY",
});
const response = await client.chat.completions.create({
model: "muse-glimmer-30b",
messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);curl https://api.qubax.ai/v1/chat/completions \
-H "Content-Type: application/json" \
-H "Authorization: Bearer qbx_live_YOUR_API_KEY" \
-d '{
"model": "muse-glimmer-30b",
"messages": [{"role": "user", "content": "Hello!"}]
}'Get your API key from the dashboard.
Why use Meta: Muse Glimmer 30B on Qubax?
13% Cheaper
Up to 13% off OpenRouter prices
Pay with Crypto
200+ coins (BTC, ETH, SOL, USDT, USDC & more). No credit card needed.
OpenAI Compatible
Drop-in replacement. Works with Cline, Cursor, any tool.
More from Meta
Compare Meta: Muse Glimmer 30B with alternatives
| Model | Provider | Input / 1M | Output / 1M | vs Meta: Muse Glimmer 30B |
|---|---|---|---|---|
| Meta: Muse Glimmer 30B | Meta | $0.263 | $1.13 | — |
| Trinity Large Thinking (Morpheus Web) | Other | $0.352 | $1.27 | More expensive |
| GPT-5.2 Codex | OpenAI | $0.158 | $1.26 | Cheaper |
| Qwen3.8 2.4T A95B | Alibaba | $0.180 | $0.540 | Cheaper |
| Claude Opus 4.6 | Anthropic | $0.375 | $1.88 | More expensive |
Frequently Asked Questions
How much does the Meta: Muse Glimmer 30B API cost?
On Qubax, Meta: Muse Glimmer 30B costs $0.263 per 1M input tokens and $1.13 per 1M output tokens. This is 13% cheaper than OpenRouter's price of $0.300 per 1M input tokens.
Is the Meta: Muse Glimmer 30B API compatible with OpenAI?
Yes. Qubax provides an OpenAI-compatible API. You can use Meta: Muse Glimmer 30B as a drop-in replacement by changing your base URL to https://api.qubax.ai/v1 and using your Qubax API key. It works with Cline, Cursor, OpenCode, Hermes Agent, and any tool that supports OpenAI APIs.
Why is Meta: Muse Glimmer 30B cheaper on Qubax than OpenRouter?
Qubax sources AI inference from the Surplus Intelligence marketplace, an open marketplace on the Base blockchain where compute providers compete on price. We pass the savings to you — 13% cheaper than OpenRouter's price for Meta: Muse Glimmer 30B.
How do I pay for Meta: Muse Glimmer 30B API usage?
Qubax uses prepaid crypto credits. Deposit USDC on the Base chain and your balance is automatically deducted as you use the API. No credit card required. Top up from $3.
What is the context window of Meta: Muse Glimmer 30B?
Meta: Muse Glimmer 30B supports a context window of 131K tokens, allowing you to process large documents, codebases, or long conversations in a single request.
What can I build with Meta: Muse Glimmer 30B?
Meta: Muse Glimmer 30B is versatile enough for a wide range of applications. You can use it to analyze images and visual content, tackle complex multi-step reasoning tasks, build autonomous agents that call external tools and APIs, generate structured JSON output for data pipelines, process long documents and entire codebases, and more. Because it's served through Qubax's OpenAI-compatible API, integration into existing apps, agents, or workflows takes just a few lines of code.
How fast is Meta: Muse Glimmer 30B on Qubax?
Meta: Muse Glimmer 30B on Qubax supports streaming responses, so tokens begin arriving in real time as they're generated. Latency depends on the provider and prompt complexity, but most requests start streaming within 200–800 milliseconds. Qubax routes requests through the Surplus Intelligence marketplace, which selects the fastest available compute provider for each request — so you get competitive latency at a lower price.
Meta: Muse Glimmer 30B vs Trinity Large Thinking (Morpheus Web): which should I choose?
Meta: Muse Glimmer 30B by Meta and Trinity Large Thinking (Morpheus Web) by Other are both strong models in a similar price tier. Meta: Muse Glimmer 30B excels at complex reasoning and supports vision/image inputs. Trinity Large Thinking (Morpheus Web) comes from a different lab and may have different strengths depending on your workload. On Qubax, Meta: Muse Glimmer 30B starts at $0.263/1M input tokens versus Trinity Large Thinking (Morpheus Web)'s $0.352/1M — making Meta: Muse Glimmer 30B the more cost-effective option for high-volume workloads. Both are available on Qubax with crypto payments and OpenAI-compatible APIs, so you can try each and switch freely.
Can I use Meta: Muse Glimmer 30B for commercial projects?
Yes. Meta: Muse Glimmer 30B on Qubax can be used for commercial purposes. You own the outputs you generate. Qubax provides the API infrastructure — you bring your use case.
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