vs
1:2
overall capability wins (0 ties across 3 scored). Muse Glimmer leads overall.
- Arena0:1
- Specs1:1
Verdict
Muse Glimmer ranks higher on LMArena (+291 Elo); Muse Glimmer offers ~8.0x larger context (131K vs 16K).
- Muse Glimmer ranks higher on LMArena (+291 Elo)
- Muse Glimmer offers ~8.0x larger context (131K vs 16K)
Cost for 1M in + 250K out
Illustrative chat workload at primary-provider list prices.
- Code Llama 34B Instruct
- $0.63
- Muse Glimmer
- -
Price per 1M tokens
Full comparison
Organization
Meta
Meta
Family
Llama / Muse
Llama / Muse
License
Llama 2
Apache 2.0
Open weights
Yes
Yes
Release
Aug 24, 2023
Aug 10, 2026
Knowledge cutoff
-
2026-01-04
API / provider
Together / Fireworks (ref.)
No primary API price listed
Modalities
text → text
text, image → text
Specs
Context window
16K
131K
Max output
4K
-
Parameters
34B
30B
Pricing
Input $/1M
$0.50
—
Output $/1M
$0.50
—
Blended $/1M (3∶1)
$0.50
-
Speed
tok/s
50
-
TTFT (s)
0.45
-
Reasoning
MMLU-Pro
—
—
GPQA Diamond
—
83.5
Humanity's Last Exam
—
22.0
AIME 2025
—
—
MATH-500
—
—
Humanity's Last Exam (with tools)
—
—
AA-Omniscience Accuracy
—
27.0
AA-LCR v1.1
—
83.3
CritPt
—
2.6
MMMU-Pro
—
74.3
IFBench
—
—
Chartography
—
—
Chartography (With Tools)
—
—
Coding
SWE-bench Verified
—
76.0
SWE-bench Pro
—
51.2
SWE-bench Multilingual
—
—
LiveCodeBench
—
—
Terminal-Bench 2.1
—
51.7
Aider Polyglot
—
—
Terminal-Bench 3
—
—
BigCodeBench
29.0
—
SciCode
—
44.9
CursorBench
—
—
SWE-Rebench
—
—
NL2Repo-Bench
—
—
DeepSWE
—
—
WebDev Arena
—
1,360
Terminal-Bench 4.0
—
—
CursorBench 4.0
—
—
FrontierCode v1.1 (Main)
—
—
Arena
LMArena Elo
1,137
1,427
| Metric | Code Llama 34B Instruct | Muse Glimmer | Delta |
|---|---|---|---|
| Identity | |||
| Organization | Meta | Meta | — |
| Family | Llama / Muse | Llama / Muse | — |
| License | Llama 2 | Apache 2.0 | — |
| Open weights | Yes | Yes | — |
| Release | Aug 24, 2023 | Aug 10, 2026 | — |
| Knowledge cutoff | - | 2026-01-04 | — |
| API / provider | Together / Fireworks (ref.) | No primary API price listed | — |
| Modalities | text → text | text, image → text | — |
| Specs | |||
| Context window | 16K | 131K | B +115K |
| Max output | 4K | - | — |
| Parameters | 34B | 30B | A +4.00 |
| Pricing | |||
| Input $/1M | $0.50 | — | — |
| Output $/1M | $0.50 | — | — |
| Blended $/1M (3∶1) | $0.50 | - | — |
| Speed | |||
| tok/s | 50 | - | — |
| TTFT (s) | 0.45 | - | — |
| Reasoning | |||
| MMLU-Pro | — | — | — |
| GPQA Diamond | — | 83.5 | — |
| Humanity's Last Exam | — | 22.0 | — |
| AIME 2025 | — | — | — |
| MATH-500 | — | — | — |
| Humanity's Last Exam (with tools) | — | — | — |
| AA-Omniscience Accuracy | — | 27.0 | — |
| AA-LCR v1.1 | — | 83.3 | — |
| CritPt | — | 2.6 | — |
| MMMU-Pro | — | 74.3 | — |
| IFBench | — | — | — |
| Chartography | — | — | — |
| Chartography (With Tools) | — | — | — |
| Coding | |||
| SWE-bench Verified | — | 76.0 | — |
| SWE-bench Pro | — | 51.2 | — |
| SWE-bench Multilingual | — | — | — |
| LiveCodeBench | — | — | — |
| Terminal-Bench 2.1 | — | 51.7 | — |
| Aider Polyglot | — | — | — |
| Terminal-Bench 3 | — | — | — |
| BigCodeBench | 29.0 | — | — |
| SciCode | — | 44.9 | — |
| CursorBench | — | — | — |
| SWE-Rebench | — | — | — |
| NL2Repo-Bench | — | — | — |
| DeepSWE | — | — | — |
| WebDev Arena | — | 1,360 | — |
| Terminal-Bench 4.0 | — | — | — |
| CursorBench 4.0 | — | — | — |
| FrontierCode v1.1 (Main) | — | — | — |
| Arena | |||
| LMArena Elo | 1,137 | 1,427 | B +291 Elo |
Code Llama 34B Instruct
- Context
- 16K / 4K out
- Parameters
- 34B
- Price
- $0.50 / $0.50
- Speed
- 50 tok/s · 0.45s TTFT
- Modalities
- text → text
- License
- Llama 2
Widely hosted Code Llama mid-size instruct — common Together / Fireworks coding baseline of 2023–2024.
Muse Glimmer
- Context
- 131K
- Parameters
- 30B
- Price
- —
- Speed
- —
- Modalities
- text, image → text
- License
- Apache 2.0
Meta's first open-weight model from Superintelligence Labs — 30B dense multimodal agentic model distilled from Muse Spark; Apache 2.0 with 128k context, built to run local agents on a single consumer GPU.
Benchmark charts
Winner bars are emphasized. Per-benchmark deltas sit above each chart.