Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Llama 3.1 8B Instruct

DEPRECATED

Cloudflare Workers AI

This model is no longer active/free — kept for reference.

Intelligence Score 80/100
Model Popularity 0 votes
Context Window 128K
Pricing Model Free / Open
View Provider Analysis →

DeepSeek R1 0528 Qwen3 8B

S-TIER

SiliconFlow

Intelligence Score 98/100
Context Window 131K Context
Pricing Model Free / Open
Model Popularity 0 votes
View Provider Analysis →
FINAL VERDICT

DeepSeek R1 0528 Qwen3 8B Wins

With an intelligence score of 98/100 vs 80/100, DeepSeek R1 0528 Qwen3 8B outperforms Llama 3.1 8B Instruct by 18 points.

Clear Winner: Significant performance advantage for DeepSeek R1 0528 Qwen3 8B.
HEAD-TO-HEAD

Detailed Comparison

Feature
Llama 3.1 8B Instruct
DeepSeek R1 0528 Qwen3 8B
Context Window
128K 131K Context
Architecture
Transformer (Open Weight) Transformer (Open Weight)
Est. MMLU Score
~75-79% ~92-95%
Release Date
Jul 2024 Jan 2025
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Varies by model Fixed limits for free models — exact figures require login, verify on cloud.siliconflow.cn/models
Daily Limit
10,000 neurons/day Not fully published — verify on docs.siliconflow.cn
Capabilities
Reasoning
No specific data
Performance Tier
B-Tier (Strong) S-Tier (Elite)
Speed Estimate
⚡ Very Fast ⚡ Very Fast
Primary Use Case
General Purpose 🧠 Complex Reasoning
Model Size
8B 8B
Limitations
  • 10,000 neurons/day cap (varies per model)
  • Larger models consume more neurons per request
  • No fine-tuning support
  • Free model list not published without logging in — verify exact models/limits in your dashboard before relying on this provider
  • Requires identity verification, not just email signup
  • Reportedly unavailable in EU/UK/Switzerland
Key Strengths
  • Edge inference: runs closest to user
  • 50+ models: LLM, image gen, classification, speech
  • Workers integration for serverless apps
  • OpenAI-compatible endpoint
  • Mix of always-free and pay-per-token models
  • Some models free ($0) after identity verification

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