Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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inclusionAI Ling 3.1 Flash

A-TIER

Requesty

Intelligence Score 83/100
Model Popularity 0 votes
Context Window 262K Context
Pricing Model Free / Open
View Provider Analysis →

Qwen3.8 27B (GGUF)

LM Studio

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

inclusionAI Ling 3.1 Flash Wins

With an intelligence score of 83/100 vs 65/100, inclusionAI Ling 3.1 Flash outperforms Qwen3.8 27B (GGUF) by 18 points.

Clear Winner: Significant performance advantage for inclusionAI Ling 3.1 Flash.
HEAD-TO-HEAD

Detailed Comparison

Feature
inclusionAI Ling 3.1 Flash
Qwen3.8 27B (GGUF)
Context Window
262K Context
Architecture
Transformer Transformer (Open Weight)
Est. MMLU Score
~75-79% ~60-64%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
20 RPM on free models (60 RPM for paying orgs) Hardware limited
Daily Limit
200 requests/day (new orgs) / 1,000/day (paying orgs), shared across free models Unlimited
Capabilities
No specific data
No specific data
Performance Tier
B-Tier (Strong) C-Tier (Good)
Speed Estimate
⚡ Very Fast ⚡ Very Fast
Primary Use Case
⚡ Fast Chat & Apps General Purpose
Model Size
Undisclosed 27B
Limitations
  • Requires underlying provider API keys
  • Free credit amount is limited
  • Routing adds minimal latency
  • Closed source application
  • Large downloads
  • Hardware dependent performance
Key Strengths
  • AI Router: automatic provider failover
  • Prompt caching for cost savings
  • Multi-provider load balancing
  • Model Discovery: Built-in search of HuggingFace
  • GGUF Support: Optimized quantized models
  • GPU Offload: Mix CPU/GPU layers

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