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A · open · Llama / Muse

Llama 4 Maverick

Meta

B · open · Llama / Muse

Llama 4 Scout

Meta

17:1

overall capability wins (1 ties across 19 scored). Llama 4 Maverick leads overall.

  • Reasoning9:0
  • Coding5:0
  • Arena1:0
  • Tool use1:0
  • Composite indices2:0
  • Pricing0:3
  • Speed0:2
  • Specs1:1

Verdict

Llama 4 Maverick leads coding (widest gap: +11.9 on SWE-bench); Llama 4 Maverick ranks higher on LMArena (+5 Elo); Llama 4 Scout offers ~10.0x larger context (10M vs 1M).

  • Llama 4 Maverick leads coding (widest gap: +11.9 on SWE-bench)
  • Llama 4 Maverick ranks higher on LMArena (+5 Elo)
  • Llama 4 Scout offers ~10.0x larger context (10M vs 1M)
  • Llama 4 Scout is ~1.5x cheaper on a blended token basis than Llama 4 Maverick

Cost for 1M in + 250K out

Illustrative chat workload at primary-provider list prices.

Llama 4 Maverick
$0.48
Llama 4 Scout
$0.33

Llama 4 Scout is about 1.5x cheaper on this workload.

Price per 1M tokens

Full comparison

Organization

Meta

Meta

Family

Llama / Muse

Llama / Muse

License

Llama 4 Community

Llama 4 Community

Open weights

Yes

Yes

Release

Apr 5, 2025

Apr 5, 2025

Knowledge cutoff

-

-

API / provider

Together / Fireworks (ref.)

Together / Fireworks (ref.)

Modalities

text, image → text

text, image → text

Specs

Context window

1M

10M

B +9M

Max output

33K

33K

tie

Parameters

400B (17B act.)

109B (17B act.)

A +291

Pricing

Input $/1M

$0.27

$0.18

B +$0.09

Output $/1M

$0.85

$0.59

B +$0.26

Blended $/1M (3∶1)

$0.42

$0.28

B +$0.13

Speed

tok/s

95

110

B +15

TTFT (s)

0.35

0.3

B +0.05

Reasoning

MMLU-Pro

80.5

74.3

A +6.2 pts

GPQA Diamond

67.1

58.7

A +8.4 pts

Humanity's Last Exam

4.9

3.8

A +1.1 pts

AIME 2025

19.3

14.0

A +5.3 pts

MATH-500

88.9

84.4

A +4.5 pts

Humanity's Last Exam (with tools)

—

—

—

AA-Omniscience Accuracy

24.9

15.2

A +9.7 pts

AA-LCR v1.1

50.0

27.7

A +22.3 pts

CritPt

—

—

—

MMMU-Pro

62.1

52.9

A +9.2 pts

IFBench

43.0

39.5

A +3.5 pts

Chartography

—

—

—

Chartography (With Tools)

—

—

—

Coding

SWE-bench Verified

21.0

9.1

A +11.9 pts

SWE-bench Pro

5.2

—

—

SWE-bench Multilingual

—

—

—

LiveCodeBench

43.4

32.8

A +10.6 pts

Terminal-Bench 2.1

7.9

3.7

A +4.2 pts

Aider Polyglot

15.6

—

—

Terminal-Bench 3

—

—

—

BigCodeBench

49.7

—

—

SciCode

31.7

21.3

A +10.4 pts

CursorBench

—

—

—

SWE-Rebench

11.0

6.6

A +4.4 pts

NL2Repo-Bench

—

—

—

DeepSWE

—

—

—

WebDev Arena

—

—

—

Terminal-Bench 4.0

—

—

—

CursorBench 4.0

—

—

—

FrontierCode v1.1 (Main)

—

—

—

Arena

LMArena Elo

1,327

1,322

A +5 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.

Llama 4 Scout

Context
10M / 33K out
Parameters
109B (17B act.)
Price
$0.18 / $0.59
Speed
110 tok/s · 0.3s TTFT
Modalities
text, image → text
License
Llama 4 Community

Llama 4 variant with an extreme 10M context window for long-document retrieval workloads.

Benchmark charts

Winner bars are emphasized. Per-benchmark deltas sit above each chart.

Reasoning & knowledge

MMLU-Pro: A +6.2GPQA: A +8.4HLE: A +1.1AIME: A +5.3MATH-500: A +4.5AA-LCR: A +22.3Omniscience Acc.: A +9.7MMMU-Pro: A +9.2IFBench: A +3.5

Coding

SWE-bench: A +11.9LiveCode: A +10.6TermBench: A +4.2SciCode: A +10.4SWE-Rebench: A +4.4

Tool use & function calling

τ³-Banking: A +0.4

Arena

Arena Elo: A +5

Composite indices

AA Index: A +2.8AA Index v4.3: A +2.8

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