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A · open · Llama / Muse

Llama 3.1 8B

Meta

B · open · Llama / Muse

Llama 4 Maverick

Meta

1:15

overall capability wins (0 ties across 16 scored). Llama 4 Maverick leads overall.

  • Reasoning1:7
  • Coding0:4
  • Arena0:1
  • Pricing3:0
  • Speed2:0
  • Specs0:3

Verdict

Llama 4 Maverick leads coding (widest gap: +31.8 on LiveCode); Llama 4 Maverick ranks higher on LMArena (+116 Elo); Llama 4 Maverick offers ~7.8x larger context (1M vs 128K).

  • Llama 4 Maverick leads coding (widest gap: +31.8 on LiveCode)
  • Llama 4 Maverick ranks higher on LMArena (+116 Elo)
  • Llama 4 Maverick offers ~7.8x larger context (1M vs 128K)
  • Llama 4 Maverick allows ~8.0x more max output (33K vs 4K)
  • Llama 3.1 8B is ~2.3x 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 3.1 8B
$0.22
Llama 4 Maverick
$0.48

Llama 3.1 8B is about 2.1x cheaper on this workload.

Price per 1M tokens

Full comparison

Organization

Meta

Meta

Family

Llama / Muse

Llama / Muse

License

Llama 3.1 Community

Llama 4 Community

Open weights

Yes

Yes

Release

Jul 23, 2024

Apr 5, 2025

Knowledge cutoff

2023-12

-

API / provider

Together / Fireworks (ref.)

Together / Fireworks (ref.)

Modalities

text → text

text, image → text

Specs

Context window

128K

1M

B +872K

Max output

4K

33K

B +29K

Parameters

8B

400B (17B act.)

B +392

Pricing

Input $/1M

$0.18

$0.27

A +$0.09

Output $/1M

$0.18

$0.85

A +$0.67

Blended $/1M (3∶1)

$0.18

$0.42

A +$0.24

Speed

tok/s

160

95

A +65

TTFT (s)

0.15

0.35

A +0.20

Reasoning

MMLU-Pro

48.3

80.5

B +32.2 pts

GPQA Diamond

25.9

67.1

B +41.2 pts

Humanity's Last Exam

5.3

4.9

A +0.4 pts

AIME 2025

4.3

19.3

B +15.0 pts

MATH-500

51.9

88.9

B +37.0 pts

Humanity's Last Exam (with tools)

—

—

—

AA-Omniscience Accuracy

8.5

24.9

B +16.4 pts

AA-LCR v1.1

18.0

50.0

B +32.0 pts

CritPt

—

—

—

MMMU-Pro

—

62.1

—

IFBench

28.6

43.0

B +14.4 pts

Chartography

—

—

—

Chartography (With Tools)

—

—

—

Coding

SWE-bench Verified

—

21.0

—

SWE-bench Pro

—

5.2

—

SWE-bench Multilingual

—

—

—

LiveCodeBench

11.6

43.4

B +31.8 pts

Terminal-Bench 2.1

1.5

7.9

B +6.4 pts

Aider Polyglot

—

15.6

—

Terminal-Bench 3

—

—

—

BigCodeBench

32.8

49.7

B +16.9 pts

SciCode

13.2

31.7

B +18.5 pts

CursorBench

—

—

—

SWE-Rebench

—

11.0

—

NL2Repo-Bench

—

—

—

DeepSWE

—

—

—

WebDev Arena

—

—

—

Terminal-Bench 4.0

—

—

—

CursorBench 4.0

—

—

—

FrontierCode v1.1 (Main)

—

—

—

Arena

LMArena Elo

1,211

1,327

B +116 Elo

Llama 3.1 8B

Context
128K / 4K out
Parameters
8B
Price
$0.18 / $0.18
Speed
160 tok/s · 0.15s TTFT
Modalities
text → text
License
Llama 3.1 Community

Compact Llama 3.1 instruct model for edge, RAG, and high-throughput classification at sub-$0.20/1M rates.

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.

Benchmark charts

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

Reasoning & knowledge

MMLU-Pro: B +32.2GPQA: B +41.2HLE: A +0.4AIME: B +15.0MATH-500: B +37.0AA-LCR: B +32.0Omniscience Acc.: B +16.4IFBench: B +14.4

Coding

LiveCode: B +31.8TermBench: B +6.4SciCode: B +18.5BigCodeBench: B +16.9

Arena

Arena Elo: B +116

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