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GPT-5.6 Terra vs Muse Glimmer-30B

GPT-5.6 Terra leads the LLM Stats Score 50.8 to 35.0. Muse Glimmer-30B is 8.6x cheaper per token.

OpenAI · Meta · Updated for 2026

Which is better?

GPT-5.6 Terra leads the overall LLM Stats Score 50.8 to 35.0, ranking #16 overall.

In the 4 individual benchmarks reported for both models, GPT-5.6 Terra wins 4; this is a narrower head-to-head signal than the composite indexes.

On price, Muse Glimmer-30B is roughly 8.6x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-5.6 Terra 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-5.6 Terra

  • overall performance matters — it scores 50.8 and ranks #16 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 4 of 4 exact shared results
  • you process long inputs — it offers a 1,050,000 token context window

Choose Muse Glimmer-30B

  • cost matters — it's about 8.6x cheaper per token
  • you want the most recent training data — it shipped Aug 2026
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
50.8
#16
35.0
#90
49.1
#16
34.4
#88
42.3
#8
22.3
#81
38.0
#11
16.6
#78
Cost, coverage & limits
Benchmark wins
4 of 4
0 of 4
Input price
$2.00 / M
$0.30 / M
Output price
$12.00 / M
$1.20 / M
Context window
1,050,000
131,072

Capability indexes

Additional strengths measured across groups of related public benchmarks

4 shared
Index
GPT-5.6 Terra
Muse Glimmer-30B
32.4#59
28.4#92
29.9#30
20.6#68
30.1#20
15.8#87
30.6#29
23.9#54
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

45 reported for GPT-5.6 Terra · 25 for Muse Glimmer-30B

4 shared

GPT-5.6 Terra outperforms in 4 benchmarks (GPQA, MMMU-Pro, SWE-Bench Pro, Terminal-Bench 2.1), while Muse Glimmer-30B is better at 0 benchmarks.

GPT-5.6 Terra significantly outperforms across most benchmarks.

Thu Sep 17 2026 • llm-stats.com

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-5.6 Terra ($2.00/1M tokens) is 6.7x more expensive than Muse Glimmer-30B ($0.30/1M tokens).

For output processing, GPT-5.6 Terra ($12.00/1M tokens) is 10.0x more expensive than Muse Glimmer-30B ($1.20/1M tokens).

In conclusion, GPT-5.6 Terra is more expensive than Muse Glimmer-30B.*

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

Lowest available price from all providers
Thu Sep 17 2026 • llm-stats.com
OpenAI
GPT-5.6 Terra
Input tokens$2.00
Output tokens$12.00
Best providerOpenAI
Meta
Muse Glimmer-30B
Input tokens$0.30
Output tokens$1.20
Best providerDeepinfra
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

GPT-5.6 Terra 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-5.6 Terra is limited to 128,000 tokens.

OpenAI
GPT-5.6 Terra
Input1,050,000 tokens
Output128,000 tokens
Meta
Muse Glimmer-30B
Input131,072 tokens
Output131,072 tokens
Thu Sep 17 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-5.6 Terra and Muse Glimmer-30B support multimodal inputs.

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

GPT-5.6 Terra

Text
Images
Audio
Video

Muse Glimmer-30B

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-5.6 Terra 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-5.6 Terra

Proprietary

Closed source

Muse Glimmer-30B

Apache 2.0

Open weights

Release Timeline

When each model was launched

GPT-5.6 Terra was released on 2026-07-09, while Muse Glimmer-30B was released on 2026-08-10.

Muse Glimmer-30B is 1 month newer than GPT-5.6 Terra.

GPT-5.6 Terra

Jul 9, 2026

2 months ago

Muse Glimmer-30B

Aug 10, 2026

1 months ago

1mo newer

Knowledge Cutoff

When training data ends

GPT-5.6 Terra has a knowledge cutoff of 2026-02-16, while Muse Glimmer-30B has a cutoff of 2026-01-04.

GPT-5.6 Terra has more recent training data (up to 2026-02-16), making it potentially better informed about events through that date compared to Muse Glimmer-30B (2026-01-04).

GPT-5.6 Terra

Feb 2026

1 mo newer
Muse Glimmer-30B

Jan 2026

Provider Availability

GPT-5.6 Terra is available from OpenAI. Muse Glimmer-30B is available from DeepInfra.

GPT-5.6 Terra

openai logo
OpenAI
Input Price:Input: $2.00/1MOutput Price:Output: $12.00/1M

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?Start an Issue discussion

Judge for yourself.

Run your own prompts against GPT-5.6 Terra and Muse Glimmer-30B side-by-side, then vote on the output you prefer.

GPT-5.6 Terra
✓ Preferred
Muse Glimmer-30B
Open in Playground

FAQ

Common questions about GPT-5.6 Terra vs Muse Glimmer-30B.

Which is better, GPT-5.6 Terra or Muse Glimmer-30B?

GPT-5.6 Terra leads the LLM Stats Score 50.8 to 35.0. GPT-5.6 Terra is made by OpenAI and Muse Glimmer-30B is made by Meta. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-5.6 Terra compare to Muse Glimmer-30B in benchmarks?

GPT-5.6 Terra scores Connectors: 100.0%, HealthBench Consensus: 95.1%, Search and Function-Calling: 94.6%, GPQA: 92.9%, Capture-the-Flag Challenges (Internal): 91.8%. Muse Glimmer-30B scores AIME 2026: 94.7%, Siren AgentDojo Utility: 94.2%, GPQA: 83.5%, AA-LCR: 80.0%, CharXiv-R: 78.8%.

Is GPT-5.6 Terra cheaper than Muse Glimmer-30B?

Muse Glimmer-30B is 6.7x cheaper for input tokens. GPT-5.6 Terra costs $2.00/M input and $12.00/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-5.6 Terra and Muse Glimmer-30B?

GPT-5.6 Terra supports 1.1M 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-5.6 Terra and Muse Glimmer-30B?

Key differences include LLM Stats Score (50.8 vs 35.0), context window (1.1M vs 131K), input pricing ($2.00 vs $0.30/M), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5.6 Terra and Muse Glimmer-30B?

GPT-5.6 Terra is developed by OpenAI and Muse Glimmer-30B is developed by Meta.