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K2 Horizon 3.7B vs Muse Glimmer-30B

Muse Glimmer-30B leads the LLM Stats Score 34.8 to 21.4.

Institute of Foundation Models · Meta · Updated for 2026

Which is better?

Muse Glimmer-30B leads the overall LLM Stats Score 34.8 to 21.4, ranking #112 overall.

In the 6 individual benchmarks reported for both models, Muse Glimmer-30B wins 6; this is a narrower head-to-head signal than the composite indexes.

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

Choose K2 Horizon 3.7B

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

Choose Muse Glimmer-30B

  • overall performance matters — it scores 34.8 and ranks #112 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 6 of 6 exact shared results

At a glance

The differences that matter most.

Core performance indexes
21.4
#215
34.8
#112
20.2
#217
34.3
#109
6.4
#220
23.0
#98
9.7
#152
17.1
#103
Cost, coverage & limits
Benchmark wins
0 of 6
6 of 6
Input price
— / M
$0.30 / M
Output price
— / M
$1.20 / M
Context window
—
131,072

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
K2 Horizon 3.7B
Muse Glimmer-30B
13.3#245
28.6#99
8.5#163
19.5#80
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

8 reported for K2 Horizon 3.7B · 32 for Muse Glimmer-30B

6 shared

K2 Horizon 3.7B outperforms in 0 benchmarks, while Muse Glimmer-30B is better at 6 benchmarks (GPQA, Humanity's Last Exam, SciCode, SWE-Bench Verified, Tau3 Banking, Terminal-Bench 2.1).

Muse Glimmer-30B significantly outperforms across most benchmarks.

Fri Oct 30 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Model Size

Parameter count comparison

25.9B diff

Muse Glimmer-30B has 25.9B more parameters than K2 Horizon 3.7B, making it 700.0% larger.

Institute of Foundation Models
K2 Horizon 3.7B
3.7Bparameters
Meta
Muse Glimmer-30B
29.6Bparameters
3.7B
K2 Horizon 3.7B
29.6B
Muse Glimmer-30B

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).

Institute of Foundation Models
K2 Horizon 3.7B
Input- tokens
Output- tokens
Meta
Muse Glimmer-30B
Input131,072 tokens
Output131,072 tokens
Fri Oct 30 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Muse Glimmer-30B supports multimodal inputs, whereas K2 Horizon 3.7B does not.

Muse Glimmer-30B can handle both text and other forms of data like images, making it suitable for multimodal applications.

K2 Horizon 3.7B

Text
Images
Audio
Video

Muse Glimmer-30B

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under Apache 2.0.

Both models share the same licensing terms, providing consistent usage rights.

K2 Horizon 3.7B

Apache 2.0

Open weights

Muse Glimmer-30B

Apache 2.0

Open weights

Release Timeline

When each model was launched

K2 Horizon 3.7B was released on 2026-09-03, while Muse Glimmer-30B was released on 2026-08-10.

K2 Horizon 3.7B is 1 month newer than Muse Glimmer-30B.

K2 Horizon 3.7B

Sep 3, 2026

1 months ago

3w newer
Muse Glimmer-30B

Aug 10, 2026

2 months ago

Knowledge Cutoff

When training data ends

Muse Glimmer-30B has a documented knowledge cutoff of 2026-01-04, while K2 Horizon 3.7B'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 K2 Horizon 3.7B's cutoff date.

K2 Horizon 3.7B

—

Muse Glimmer-30B

Jan 2026

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against K2 Horizon 3.7B and Muse Glimmer-30B side-by-side, then vote on the output you prefer.

K2 Horizon 3.7B
✓ Preferred
Muse Glimmer-30B
Open in Playground

FAQ

Common questions about K2 Horizon 3.7B vs Muse Glimmer-30B.

Which is better, K2 Horizon 3.7B or Muse Glimmer-30B?

Muse Glimmer-30B leads the LLM Stats Score 34.8 to 21.4. K2 Horizon 3.7B is made by Institute of Foundation Models 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 K2 Horizon 3.7B compare to Muse Glimmer-30B in benchmarks?

K2 Horizon 3.7B scores HMMT Feb 26: 75.2%, GPQA: 68.9%, SWE-Bench Verified: 65.6%, BFCL-V4: 64.6%, Terminal-Bench 2.1: 39.7%. Muse Glimmer-30B scores AIME 2026: 94.7%, Siren AgentDojo Utility: 94.2%, Tau2 Telecom: 94.1%, PinchBench: 90.5%, Tau2 Retail: 87.1%.

What are the context window sizes for K2 Horizon 3.7B and Muse Glimmer-30B?

K2 Horizon 3.7B 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 K2 Horizon 3.7B and Muse Glimmer-30B?

Key differences include LLM Stats Score (21.4 vs 34.8), multimodal support (no vs yes). See the full comparison above for benchmark-by-benchmark results.

Who makes K2 Horizon 3.7B and Muse Glimmer-30B?

K2 Horizon 3.7B is developed by Institute of Foundation Models and Muse Glimmer-30B is developed by Meta.