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GPT-6 Rosalind vs Muse Glimmer-30B

Comparing GPT-6 Rosalind and Muse Glimmer-30B across benchmarks, pricing, and capabilities.

OpenAI · Meta · Updated for 2026

Which is better?

GPT-6 Rosalind and Muse Glimmer-30B trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

On price, Muse Glimmer-30B is roughly 57.1x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose GPT-6 Rosalind

  • you want the most recent training data — it shipped Oct 2026

Choose Muse Glimmer-30B

  • cost matters — it's about 57.1x cheaper per token
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Benchmark wins
—
—
Input price
$15.00 / M
$0.30 / M
Output price
$75.00 / M
$1.20 / M
Context window
—
131,072

Individual benchmarks

0 reported for GPT-6 Rosalind · 32 for Muse Glimmer-30B

No common benchmarks found

GPT-6 Rosalind and Muse Glimmer-30Bdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Muse Glimmer-30B costs less

For input processing, GPT-6 Rosalind ($15.00/1M tokens) is 50.0x more expensive than Muse Glimmer-30B ($0.30/1M tokens).

For output processing, GPT-6 Rosalind ($75.00/1M tokens) is 62.5x more expensive than Muse Glimmer-30B ($1.20/1M tokens).

In conclusion, GPT-6 Rosalind is more expensive than Muse Glimmer-30B.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Tue Nov 10 2026 • llm-stats.com
OpenAI
GPT-6 Rosalind
Input tokens$15.00
Output tokens$75.00
Best providerOpenAI
Meta
Muse Glimmer-30B
Input tokens$0.30
Output tokens$1.20
Best providerDeepinfra
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Only Muse Glimmer-30B specifies input context (131,072 tokens). Only Muse Glimmer-30B specifies output context (131,072 tokens).

OpenAI
GPT-6 Rosalind
Input- tokens
Output- tokens
Meta
Muse Glimmer-30B
Input131,072 tokens
Output131,072 tokens
Tue Nov 10 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-6 Rosalind and Muse Glimmer-30B support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

GPT-6 Rosalind

Text
Images
Audio
Video

Muse Glimmer-30B

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-6 Rosalind is licensed under a proprietary license, while Muse Glimmer-30B uses Apache 2.0.

License differences may affect how you can use these models in commercial or open-source projects.

GPT-6 Rosalind

Proprietary

Closed source

Muse Glimmer-30B

Apache 2.0

Open weights

Release Timeline

When each model was launched

GPT-6 Rosalind was released on 2026-10-30, while Muse Glimmer-30B was released on 2026-08-10.

GPT-6 Rosalind is 3 months newer than Muse Glimmer-30B.

GPT-6 Rosalind

Oct 30, 2026

1 weeks ago

2mo newer
Muse Glimmer-30B

Aug 10, 2026

3 months ago

Knowledge Cutoff

When training data ends

Muse Glimmer-30B has a documented knowledge cutoff of 2026-01-04, while GPT-6 Rosalind's cutoff date is not specified.

We can confirm Muse Glimmer-30B's training data extends to 2026-01-04, but cannot make a direct comparison without GPT-6 Rosalind's cutoff date.

GPT-6 Rosalind

—

Muse Glimmer-30B

Jan 2026

Provider Availability

GPT-6 Rosalind is available from OpenAI. Muse Glimmer-30B is available from DeepInfra.

GPT-6 Rosalind

openai logo
OpenAI
Input Price:Input: $15.00/1MOutput Price:Output: $75.00/1M

Muse Glimmer-30B

deepinfra logo
Deepinfra
Input Price:Input: $0.30/1MOutput Price:Output: $1.20/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against GPT-6 Rosalind and Muse Glimmer-30B side-by-side, then vote on the output you prefer.

GPT-6 Rosalind
✓ Preferred
Muse Glimmer-30B
Open in Playground

FAQ

Common questions about GPT-6 Rosalind vs Muse Glimmer-30B.

Which is better, GPT-6 Rosalind or Muse Glimmer-30B?

GPT-6 Rosalind (OpenAI) and Muse Glimmer-30B (Meta) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does GPT-6 Rosalind compare to Muse Glimmer-30B in benchmarks?

Muse Glimmer-30B scores AIME 2026: 94.7%, Siren AgentDojo Utility: 94.2%, Tau2 Telecom: 94.1%, PinchBench: 90.5%, Tau2 Retail: 87.1%.

Is GPT-6 Rosalind cheaper than Muse Glimmer-30B?

Muse Glimmer-30B is 50.0x cheaper for input tokens. GPT-6 Rosalind costs $15.00/M input and $75.00/M output via openai. Muse Glimmer-30B costs $0.30/M input and $1.20/M output via deepinfra.

What are the context window sizes for GPT-6 Rosalind and Muse Glimmer-30B?

GPT-6 Rosalind supports an unknown number of tokens and Muse Glimmer-30B supports 131K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-6 Rosalind and Muse Glimmer-30B?

Key differences include input pricing ($15.00 vs $0.30/M), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-6 Rosalind and Muse Glimmer-30B?

GPT-6 Rosalind is developed by OpenAI and Muse Glimmer-30B is developed by Meta.