Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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DeepSeek V4 Flash (0731)

DEPRECATED

Nebius (Token Factory)

This model is no longer active/free — kept for reference.

Intelligence Score 83/100
Model Popularity 0 votes
Context Window Long context
Pricing Model Free / Open
View Provider Analysis →

Gemma 4 31B IT

OpenRouter

Intelligence Score 65/100
Context Window 262K Context
Pricing Model Free / Open
Model Popularity 0 votes
View Provider Analysis →
FINAL VERDICT

DeepSeek V4 Flash (0731) Wins

With an intelligence score of 83/100 vs 65/100, DeepSeek V4 Flash (0731) outperforms Gemma 4 31B IT by 18 points.

Clear Winner: Significant performance advantage for DeepSeek V4 Flash (0731).
HEAD-TO-HEAD

Detailed Comparison

Feature
DeepSeek V4 Flash (0731)
Gemma 4 31B IT
Context Window
Long context 262K Context
Architecture
Dense Transformer Transformer
Est. MMLU Score
~75-79% ~60-64%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Dynamic limits (adaptive per 15-minute window, not a fixed RPM) 20 requests/minute
Daily Limit
Credit-based 50 requests/day (up to 1000 with $10 topup)
Capabilities
No specific data
No specific data
Performance Tier
B-Tier (Strong) C-Tier (Good)
Speed Estimate
⚡ Very Fast Medium
Primary Use Case
⚡ Fast Chat & Apps General Purpose
Model Size
Undisclosed 31B
Limitations
  • $1 credit is small (good for testing)
  • Limited model selection compared to aggregators
  • Beta features may change
  • Limits depend on account history/topup
  • Community key models
  • Free models have lower priority during peak demand
Key Strengths
  • Nebius Studio: Interactive playground
  • OpenAI Compatibility: Easy swap
  • Cost Effective: Competitive pricing
  • Unified API for 100+ models from all providers
  • OpenAI-compatible endpoint (drop-in replacement)
  • Automatic model fallback and routing

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