Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Qwen 2.5 Coder 32B

A-TIER

SambaNova Cloud

Intelligence Score 89/100
Model Popularity 0 votes
Context Window 32k Context
Pricing Model Commercial / Paid

Gemini 3.1 Pro

S-TIER

Google

Intelligence Score 99/100
Context Window 2M
Pricing Model Commercial / Paid
Model Popularity 0 votes
Commercial/Paid Model
FINAL VERDICT

Gemini 3.1 Pro Wins

With an intelligence score of 99/100 vs 89/100, Gemini 3.1 Pro outperforms Qwen 2.5 Coder 32B by 10 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Qwen 2.5 Coder 32B
Gemini 3.1 Pro
Context Window
32k Context 2M
Architecture
Transformer (Open Weight) Transformer (Proprietary)
Est. MMLU Score
~80-84% ~92-95%
Release Date
Sep-Nov 2024 2026 (Expected)
Pricing Model
Paid / Commercial Paid / Commercial
Rate Limit (RPM)
Varies by model 2,000 RPM
Daily Limit
Dependent on credits 1,500 requests/day (free tier)
Capabilities
No specific data
Vision Function Calling Streaming JSON Mode Web Search
Performance Tier
A-Tier (Excellent) S-Tier (Elite)
Speed Estimate
Medium ⚡ Very Fast
Primary Use Case
💻 Code Generation ⚡ Fast Chat & Apps
Model Size
32B ~1.5T (estimated)
Limitations
  • Free credits are one-time for new users
  • Context window varies by model (8k - 128k)
  • Rate limits apply to free tier
  • API key required
  • Rate limits vary by region
Key Strengths
  • SambaNova SN40L RDU Chip
  • Dataflow Architecture
  • Record-Breaking Speed
  • Complex tasks
  • Creative concepts
  • Best-in-class reasoning

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