Battle of the Models

Compare specific LLM models, context windows, and capabilities.

DeepSeek Coder 6.7B

A-TIER

Cloudflare Workers AI

Intelligence Score 83/100

Model Popularity 0 votes

Context Window 16K

Pricing Model Free / Open

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S-TIER

SiliconFlow

Intelligence Score 93/100

Context Window 128K Context

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 93/100 vs 83/100, DeepSeek R1 Distill Qwen 7B outperforms DeepSeek Coder 6.7B by 10 points.

HEAD-TO-HEAD

Feature	DeepSeek Coder 6.7B	DeepSeek R1 Distill Qwen 7B
Context Window	16K	128K Context
Architecture	Dense Transformer	Transformer (Open Weight)
Est. MMLU Score	~75-79%	~88-91%
Release Date	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	Code	No specific data
Performance Tier	B-Tier (Strong)	S-Tier (Elite)
Speed Estimate	⚡ Very Fast	⚡ Very Fast
Primary Use Case	💻 Code Generation	🧠 Complex Reasoning
Model Size	6.7B	7B
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