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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Upstage

Intelligence Score 77/100

Context Window 32K tokens

Pricing Model Commercial / Paid

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 83/100 vs 77/100, DeepSeek Coder 6.7B outperforms Solar Pro by 6 points.

HEAD-TO-HEAD

Feature	DeepSeek Coder 6.7B	Solar Pro
Context Window	16K	32K tokens
Architecture	Dense Transformer	Transformer
Est. MMLU Score	~75-79%	~70-74%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	Varies by model	60 RPM
Daily Limit	10,000 neurons/day	Credit-based
Capabilities	Code	Reasoning
Performance Tier	B-Tier (Strong)	B-Tier (Strong)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	💻 Code Generation	General Purpose
Model Size	6.7B	Undisclosed
Limitations	10,000 neurons/day cap (varies per model) Larger models consume more neurons per request No fine-tuning support	Credits expire after 3 months Focus on document processing Smaller context window (32k)
Key Strengths	Edge inference: runs closest to user 50+ models: LLM, image gen, classification, speech Workers integration for serverless apps	Solar Architecture: Depth-Up-Scaling Specialized in OCR and Document Parse Translation capabilities (KO/EN/JA)