Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Qwen3 235B A22B Instruct 2507

Nebius (Token Factory)

Intelligence Score 76/100
Model Popularity 0 votes
Context Window 256K Context
Pricing Model Free / Open

Gemma 4 31B (preview)

SambaNova Cloud

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

Qwen3 235B A22B Instruct 2507 Wins

With an intelligence score of 76/100 vs 65/100, Qwen3 235B A22B Instruct 2507 outperforms Gemma 4 31B (preview) by 11 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Qwen3 235B A22B Instruct 2507
Gemma 4 31B (preview)
Context Window
256K Context Long context
Architecture
Transformer (Open Weight) Transformer
Est. MMLU Score
~70-74% ~60-64%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
60 RPM Varies by model
Daily Limit
Credit-based Dependent on credits
Capabilities
No specific data
No specific data
Performance Tier
B-Tier (Strong) C-Tier (Good)
Speed Estimate
Medium Medium
Primary Use Case
General Purpose General Purpose
Model Size
235B 31B
Limitations
  • $1 credit is small (good for testing)
  • Limited model selection compared to aggregators
  • Beta features may change
  • Free credits are one-time for new users
  • Context window varies by model (8k - 128k)
  • Rate limits apply to free tier
Key Strengths
  • Nebius Studio: Interactive playground
  • OpenAI Compatibility: Easy swap
  • Cost Effective: Competitive pricing
  • SambaNova SN40L RDU Chip
  • Dataflow Architecture
  • Record-Breaking Speed

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