GPT-6 Sol vs Muse Glimmer-30B
GPT-6 Sol leads the LLM Stats Score 49.4 to 34.9. Muse Glimmer-30B is 7.6x cheaper per token.
OpenAI · Meta · Updated for 2026
Which is better?
GPT-6 Sol leads the overall LLM Stats Score 49.4 to 34.9, ranking #21 overall.
On price, Muse Glimmer-30B is roughly 7.6x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
GPT-6 Sol also accepts a larger context window (1,050,000 input tokens), making it the stronger choice for long documents and large codebases.
Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.
Choose GPT-6 Sol
- overall performance matters — it scores 49.4 and ranks #21 on LLM Stats
- your work emphasizes reasoning and coding — it leads those capability indexes
- you process long inputs — it offers a 1,050,000 token context window
- you want the most recent training data — it shipped Sep 2026
Choose Muse Glimmer-30B
- cost matters — it's about 7.6x cheaper per token
- you need open weights you can self-host or fine-tune
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
5 reported for GPT-6 Sol · 25 for Muse Glimmer-30B
GPT-6 Sol 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
For input processing, GPT-6 Sol ($2.00/1M tokens) is 6.7x more expensive than Muse Glimmer-30B ($0.30/1M tokens).
For output processing, GPT-6 Sol ($10.00/1M tokens) is 8.3x more expensive than Muse Glimmer-30B ($1.20/1M tokens).
In conclusion, GPT-6 Sol is more expensive than Muse Glimmer-30B.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
GPT-6 Sol accepts 1,050,000 input tokens compared to Muse Glimmer-30B's 131,072 tokens. Muse Glimmer-30B can generate longer responses up to 131,072 tokens, while GPT-6 Sol is limited to 128,000 tokens.
Input capabilities
Documented input modalities across available providers
Both GPT-6 Sol and Muse Glimmer-30B support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
GPT-6 Sol
Muse Glimmer-30B
License
Usage and distribution terms
GPT-6 Sol 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.
Proprietary
Closed source
Apache 2.0
Open weights
Release Timeline
When each model was launched
GPT-6 Sol was released on 2026-09-22, while Muse Glimmer-30B was released on 2026-08-10.
GPT-6 Sol is 1 month newer than Muse Glimmer-30B.
Sep 22, 2026
0 days ago
1mo newerAug 10, 2026
1 months ago
Knowledge Cutoff
When training data ends
GPT-6 Sol has a knowledge cutoff of 2026-04-20, while Muse Glimmer-30B has a cutoff of 2026-01-04.
GPT-6 Sol has more recent training data (up to 2026-04-20), making it potentially better informed about events through that date compared to Muse Glimmer-30B (2026-01-04).
Apr 2026
3 mo newerJan 2026
Provider Availability
GPT-6 Sol is available from OpenAI. Muse Glimmer-30B is available from DeepInfra.
GPT-6 Sol
Muse Glimmer-30B
Outputs Comparison
Judge for yourself.
Run your own prompts against GPT-6 Sol and Muse Glimmer-30B side-by-side, then vote on the output you prefer.
FAQ
Common questions about GPT-6 Sol vs Muse Glimmer-30B.