Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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DeepSeek V3.2

S-TIER

Friendli AI

Intelligence Score 94/100
Model Popularity 0 votes
Context Window 164K Context
Pricing Model Free / Open

Gemma 2 (Any Size)

LM Studio

Intelligence Score 65/100
Context Window Varies
Pricing Model Free / Open
Model Popularity 0 votes
FINAL VERDICT

DeepSeek V3.2 Wins

With an intelligence score of 94/100 vs 65/100, DeepSeek V3.2 outperforms Gemma 2 (Any Size) by 29 points.

Clear Winner: Significant performance advantage for DeepSeek V3.2.
HEAD-TO-HEAD

Detailed Comparison

Feature
DeepSeek V3.2
Gemma 2 (Any Size)
Context Window
164K Context Varies
Architecture
Dense Transformer Transformer
Est. MMLU Score
~88-91% ~60-64%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
60 RPM Hardware limited
Daily Limit
Credit-based Unlimited
Capabilities
No specific data
Reasoning
Performance Tier
S-Tier (Elite) C-Tier (Good)
Speed Estimate
Medium Medium
Primary Use Case
General Purpose General Purpose
Model Size
Undisclosed Undisclosed
Limitations
  • $10 credit is one-time trial
  • Billing required after credits
  • Limited model selection
  • Closed source application
  • Large downloads
  • Hardware dependent performance
Key Strengths
  • Optimized inference engine (FriendliEngine)
  • OpenAI-compatible API endpoints
  • Enterprise-grade uptime
  • Model Discovery: Built-in search of HuggingFace
  • GGUF Support: Optimized quantized models
  • GPU Offload: Mix CPU/GPU layers

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