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A · open · Llama / Muse

Llama 4 Maverick

Meta

B · open · Llama / Muse

Muse Glimmer

Meta

2:11

overall capability wins (0 ties across 13 scored). Muse Glimmer leads overall.

  • Reasoning0:5
  • Coding0:4
  • Arena0:1
  • Tool use0:1
  • Composite indices0:2
  • Specs2:0

Verdict

Muse Glimmer leads coding (widest gap: +55.0 on SWE-bench); Muse Glimmer ranks higher on LMArena (+100 Elo); Llama 4 Maverick offers ~7.6x larger context (1M vs 131K).

  • Muse Glimmer leads coding (widest gap: +55.0 on SWE-bench)
  • Muse Glimmer ranks higher on LMArena (+100 Elo)
  • Llama 4 Maverick offers ~7.6x larger context (1M vs 131K)

Cost for 1M in + 250K out

Illustrative chat workload at primary-provider list prices.

Llama 4 Maverick
$0.48
Muse Glimmer
-

Price per 1M tokens

Full comparison

Organization

Meta

Meta

Family

Llama / Muse

Llama / Muse

License

Llama 4 Community

Apache 2.0

Open weights

Yes

Yes

Release

Apr 5, 2025

Aug 10, 2026

Knowledge cutoff

-

2026-01-04

API / provider

Together / Fireworks (ref.)

No primary API price listed

Modalities

text, image → text

text, image → text

Specs

Context window

1M

131K

A +869K

Max output

33K

-

—

Parameters

400B (17B act.)

30B

A +370

Pricing

Input $/1M

$0.27

—

—

Output $/1M

$0.85

—

—

Blended $/1M (3∶1)

$0.42

-

—

Speed

tok/s

95

-

—

TTFT (s)

0.35

-

—

Reasoning

MMLU-Pro

80.5

—

—

GPQA Diamond

67.1

83.5

B +16.4 pts

Humanity's Last Exam

4.9

22.0

B +17.1 pts

AIME 2025

19.3

—

—

MATH-500

88.9

—

—

Humanity's Last Exam (with tools)

—

—

—

AA-Omniscience Accuracy

24.9

27.0

B +2.1 pts

AA-LCR v1.1

50.0

83.3

B +33.3 pts

CritPt

—

2.6

—

MMMU-Pro

62.1

74.3

B +12.2 pts

IFBench

43.0

—

—

Chartography

—

—

—

Chartography (With Tools)

—

—

—

Coding

SWE-bench Verified

21.0

76.0

B +55.0 pts

SWE-bench Pro

5.2

51.2

B +46.0 pts

SWE-bench Multilingual

—

—

—

LiveCodeBench

43.4

—

—

Terminal-Bench 2.1

7.9

51.7

B +43.8 pts

Aider Polyglot

15.6

—

—

Terminal-Bench 3

—

—

—

BigCodeBench

49.7

—

—

SciCode

31.7

44.9

B +13.2 pts

CursorBench

—

—

—

SWE-Rebench

11.0

—

—

NL2Repo-Bench

—

—

—

DeepSWE

—

—

—

WebDev Arena

—

1,360

—

Terminal-Bench 4.0

—

—

—

CursorBench 4.0

—

—

—

FrontierCode v1.1 (Main)

—

—

—

Arena

LMArena Elo

1,327

1,427

B +100 Elo

Llama 4 Maverick

Context
1M / 33K out
Parameters
400B (17B act.)
Price
$0.27 / $0.85
Speed
95 tok/s · 0.35s TTFT
Modalities
text, image → text
License
Llama 4 Community

Meta's open multimodal MoE flagship - 400B total / 17B active with 1M context.

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.

Reasoning & knowledge

GPQA: B +16.4HLE: B +17.1AA-LCR: B +33.3Omniscience Acc.: B +2.1MMMU-Pro: B +12.2

Coding

SWE-bench: B +55.0SWE-Pro: B +46.0TermBench: B +43.8SciCode: B +13.2

Tool use & function calling

τ³-Banking: B +19.8

Arena

Arena Elo: B +100

Composite indices

AA Index: B +15.1AA Index v4.3: B +8.8

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