Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Llama 3.1 8B

DEPRECATED

Groq

This model is no longer active/free — kept for reference.

Intelligence Score 78/100
Model Popularity 0 votes
Context Window 14.4k RPD, 6k TPM
Pricing Model Free / Open

DeepSeek V3.1

S-TIER

SambaNova Cloud

Intelligence Score 94/100
Context Window Long context
Pricing Model Free / Open
Model Popularity 0 votes
FINAL VERDICT

DeepSeek V3.1 Wins

With an intelligence score of 94/100 vs 78/100, DeepSeek V3.1 outperforms Llama 3.1 8B by 16 points.

Clear Winner: Significant performance advantage for DeepSeek V3.1.
HEAD-TO-HEAD

Detailed Comparison

Feature
Llama 3.1 8B
DeepSeek V3.1
Context Window
14.4k RPD, 6k TPM Long context
Architecture
Transformer (Open Weight) Dense Transformer
Est. MMLU Score
~70-74% ~88-91%
Release Date
Jul 2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
30 RPM, 14.4k RPD Varies by model
Daily Limit
14,400 Requests/Day Dependent on credits
Capabilities
No specific data
No specific data
Performance Tier
B-Tier (Strong) S-Tier (Elite)
Speed Estimate
⚡ Very Fast Medium
Primary Use Case
General Purpose General Purpose
Model Size
8B Undisclosed
Limitations
  • Test
  • Free credits are one-time for new users
  • Context window varies by model (8k - 128k)
  • Rate limits apply to free tier
Key Strengths
  • LPU Accelerated
  • Extremely Fast Inference
  • Open Source Models
  • SambaNova SN40L RDU Chip
  • Dataflow Architecture
  • Record-Breaking Speed

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