Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Qwen 2.5 Coder 32B

DEPRECATED

SambaNova Cloud

This model is no longer active/free — kept for reference.

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

inclusionAI Ling 3.1 Flash

A-TIER

Requesty

Intelligence Score 83/100
Context Window 262K Context
Pricing Model Free / Open
Model Popularity 0 votes
FINAL VERDICT

Qwen 2.5 Coder 32B Wins

With an intelligence score of 89/100 vs 83/100, Qwen 2.5 Coder 32B outperforms inclusionAI Ling 3.1 Flash by 6 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Qwen 2.5 Coder 32B
inclusionAI Ling 3.1 Flash
Context Window
32k Context 262K Context
Architecture
Transformer (Open Weight) Transformer
Est. MMLU Score
~80-84% ~75-79%
Release Date
Sep-Nov 2024 2024
Pricing Model
Paid / Commercial Free Tier
Rate Limit (RPM)
Varies by model 20 RPM on free models (60 RPM for paying orgs)
Daily Limit
Dependent on credits 200 requests/day (new orgs) / 1,000/day (paying orgs), shared across free models
Capabilities
No specific data
No specific data
Performance Tier
A-Tier (Excellent) B-Tier (Strong)
Speed Estimate
Medium ⚡ Very Fast
Primary Use Case
💻 Code Generation ⚡ Fast Chat & Apps
Model Size
32B Undisclosed
Limitations
  • Free credits are one-time for new users
  • Context window varies by model (8k - 128k)
  • Rate limits apply to free tier
  • Requires underlying provider API keys
  • Free credit amount is limited
  • Routing adds minimal latency
Key Strengths
  • SambaNova SN40L RDU Chip
  • Dataflow Architecture
  • Record-Breaking Speed
  • AI Router: automatic provider failover
  • Prompt caching for cost savings
  • Multi-provider load balancing

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