LLaMA 4 vs StableLM 3B Multimodal

Comprehensive side-by-side comparison of pricing, performance benchmarks, and capabilities

At a Glance

Best Overall Performance

LLaMA 4

Higher overall benchmarks

Best for Coding

LLaMA 4

84% coding score

Best for Reasoning

LLaMA 4

85.5% reasoning score

Best MMLU Score

LLaMA 4

85% general knowledge

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Detailed Comparison

Feature LLaMA 4 StableLM 3B Multimodal Winner
Provider Meta Stability AI
Context Window 128k 16k
MMLU Score

General knowledge & reasoning

85% 76% LLaMA 4
Coding Score

Code generation & debugging

84% 74% LLaMA 4
Reasoning Score

Logic & problem-solving

85.5% 75% LLaMA 4
Release Date 2025 2025
Vision Support ✓ Yes ✓ Yes
Function Calling ✓ Yes ✓ Yes

Performance Comparison

MMLU (General Knowledge)

Difference: 9.0%
LLaMA 4 85%
StableLM 3B Multimodal 76%

Coding Performance

Difference: 10.0%
LLaMA 4 84%
StableLM 3B Multimodal 74%

Reasoning & Logic

Difference: 10.5%
LLaMA 4 85.5%
StableLM 3B Multimodal 75%

Expert Analysis

Performance Analysis

LLaMA 4 achieves superior scores across 3 of 3 key benchmarks, including coding (84%), demonstrating stronger general capabilities.

Final Verdict

Our comprehensive recommendation based on all factors

LLaMA 4 demonstrates superior coding capabilities with a 10.0-point advantage, making it the stronger choice for software development tasks. Enterprise teams requiring maximum accuracy should invest in LLaMA 4 for demanding workloads and complex tasks.

Our Recommendation

Enterprise teams and applications requiring maximum accuracy should choose LLaMA 4 for mission-critical deployments where performance is paramount.

Best For These Use Cases

LLaMA 4 Excels At:

  • Self-hosted agents
  • Research experiments
  • Custom AI assistants
  • Offline inference
  • Fine-tuning for niche tasks

StableLM 3B Multimodal Excels At:

  • Multimodal research
  • Prototype AI assistants
  • Creative content
  • Fine-tuning experiments
  • Lightweight agents

Strengths & Weaknesses

LLaMA 4

Strengths

  • Open weights
  • High reasoning for size
  • Multimodal support
  • Community-driven

Considerations

  • Shorter context vs GPT-5
  • Resource-intensive
  • Moderate hallucination rate
  • Limited enterprise support
Full LLaMA 4 Review →

StableLM 3B Multimodal

Strengths

  • Open weights
  • Multimodal support
  • Lightweight
  • Creative generation

Considerations

  • Limited context
  • Moderate reasoning
  • Smaller model
  • Not enterprise-ready
Full StableLM 3B Multimodal Review →

Frequently Asked Questions

Which is better: LLaMA 4 or StableLM 3B Multimodal?

LLaMA 4 offers superior overall performance with higher benchmark scores across MMLU, coding, and reasoning tests. The best choice depends on your specific use case requirements and performance priorities.

What are the key differences?

LLaMA 4 leads in overall performance with higher benchmark scores, while StableLM 3B Multimodal may offer advantages in specific areas like context window size or specialized capabilities. Both models have their strengths depending on your particular needs.

Which is better for coding?

LLaMA 4 leads in coding performance with a score of 84%, making it 10.0 percentage points ahead of StableLM 3B Multimodal. This makes LLaMA 4 the superior choice for software development, code generation, and debugging tasks.

Can I use both models together?

Yes! Many organizations use multiple models strategically: one model for routine tasks where efficiency matters, and another for complex, mission-critical applications requiring maximum accuracy. This hybrid approach optimizes both performance and resource utilization across different use cases.

How often are these benchmarks updated?

We update all benchmark scores and pricing data daily to reflect the latest model versions and API pricing changes. Benchmark scores are sourced from official documentation, independent testing platforms like Artificial Analysis, and peer-reviewed academic evaluations. Last updated: 2/2/2026.

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