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A · open · Llama / Muse

Llama 3 8B

Meta

B · open · Llama / Muse

Llama 4 Maverick

Meta

1:8

overall capability wins (0 ties across 9 scored). Llama 4 Maverick leads overall.

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

Verdict

Llama 4 Maverick leads coding (widest gap: +17.8 on BigCodeBench); Llama 4 Maverick ranks higher on LMArena (+104 Elo); Llama 4 Maverick offers ~122.1x larger context (1M vs 8K).

  • Llama 4 Maverick leads coding (widest gap: +17.8 on BigCodeBench)
  • Llama 4 Maverick ranks higher on LMArena (+104 Elo)
  • Llama 4 Maverick offers ~122.1x larger context (1M vs 8K)
  • Llama 4 Maverick allows ~4.0x more max output (33K vs 8K)
  • Llama 3 8B is ~7.2x 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 8B
$0.07
Llama 4 Maverick
$0.48

Llama 3 8B is about 6.9x cheaper on this workload.

Price per 1M tokens

Full comparison

Organization

Meta

Meta

Family

Llama / Muse

Llama / Muse

License

Llama 3

Llama 4 Community

Open weights

Yes

Yes

Release

Apr 18, 2024

Apr 5, 2025

Knowledge cutoff

-

-

API / provider

Groq / Together (ref.)

Together / Fireworks (ref.)

Modalities

text → text

text, image → text

Specs

Context window

8K

1M

B +992K

Max output

8K

33K

B +25K

Parameters

8B

400B (17B act.)

B +392

Pricing

Input $/1M

$0.05

$0.27

A +$0.22

Output $/1M

$0.08

$0.85

A +$0.77

Blended $/1M (3∶1)

$0.06

$0.42

A +$0.36

Speed

tok/s

200

95

A +105

TTFT (s)

0.12

0.35

A +0.23

Reasoning

MMLU-Pro

—

80.5

—

GPQA Diamond

29.6

67.1

B +37.5 pts

Humanity's Last Exam

5.1

4.9

A +0.2 pts

AIME 2025

—

19.3

—

MATH-500

—

88.9

—

Humanity's Last Exam (with tools)

—

—

—

AA-Omniscience Accuracy

10.4

24.9

B +14.5 pts

AA-LCR v1.1

—

50.0

—

CritPt

—

—

—

MMMU-Pro

—

62.1

—

IFBench

24.6

43.0

B +18.4 pts

Chartography

—

—

—

Chartography (With Tools)

—

—

—

Coding

SWE-bench Verified

—

21.0

—

SWE-bench Pro

—

5.2

—

SWE-bench Multilingual

—

—

—

LiveCodeBench

—

43.4

—

Terminal-Bench 2.1

—

7.9

—

Aider Polyglot

—

15.6

—

Terminal-Bench 3

—

—

—

BigCodeBench

31.9

49.7

B +17.8 pts

SciCode

—

31.7

—

CursorBench

—

—

—

SWE-Rebench

—

11.0

—

NL2Repo-Bench

—

—

—

DeepSWE

—

—

—

WebDev Arena

—

—

—

Terminal-Bench 4.0

—

—

—

CursorBench 4.0

—

—

—

FrontierCode v1.1 (Main)

—

—

—

Arena

LMArena Elo

1,223

1,327

B +104 Elo

Llama 3 8B

Context
8K / 8K out
Parameters
8B
Price
$0.05 / $0.08
Speed
200 tok/s · 0.12s TTFT
Modalities
text → text
License
Llama 3

Compact Llama 3 instruct — still a common local and Groq ultra-low-latency SKU.

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

GPQA: B +37.5HLE: A +0.2Omniscience Acc.: B +14.5IFBench: B +18.4

Coding

BigCodeBench: B +17.8

Arena

Arena Elo: B +104

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