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Llama 3.1 405B (Fireworks) vs WizardLM-2 8x22B: Pricing, Benchmarks & Verdict (2026)

Pricing verified Apr 8, 2026

⚡ Quick Answer

Compare Llama 3.1 405B (Fireworks) and WizardLM-2 8x22B across pricing, benchmarks, and capabilities.

Updated: April 8, 2026 · ✓ Pricing verified

Side-by-Side Comparison

FeatureLlama 3.1 405B (Fireworks)WizardLM-2 8x22B
ProviderFireworks AIMicrosoft
Input Price / 1M tokens$3.00$0.500
Output Price / 1M tokens$3.00$0.500
Context Window
131.072K
64K
Max Output Tokens
4,096
4,096
Arena ELO
1,240
1,200
Coding ELO
1,200
1,220
TTFT (ms)
150
150
Tokens/sec
100
100
MultimodalNoNo
JSON ModeYesYes
Function CallingYesYes
VisionNoNo
When to Use Llama 3.1 405B (Fireworks)

Llama 3.1 405B (Fireworks) excels at general-purpose, reasoning tasks.

Strengths:

  • Largest model
  • High quality
  • Large context

Best for:

general-purposereasoning
When to Use WizardLM-2 8x22B

WizardLM-2 8x22B excels at coding, general-purpose tasks.

Strengths:

  • Excellent coding
  • Mixture of experts
  • Good balance

Best for:

codinggeneral-purpose

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