Battle of the Models

Compare specific LLM models, context windows, and capabilities.

DeepSeek V4.1 Flash (1017)

A-TIER

Scaleway Generative APIs

Intelligence Score 83/100

Model Popularity 0 votes

Context Window 256K Context

Pricing Model Free / Open

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DEPRECATED

OpenRouter

This model is no longer active/free — kept for reference.

Intelligence Score 79/100

Context Window 32k

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 83/100 vs 79/100, DeepSeek V4.1 Flash (1017) outperforms Qwen 2.5 7B Instruct (free) by 4 points.

Close Match: The difference is minimal. Consider other factors like pricing and features.

HEAD-TO-HEAD

Feature	DeepSeek V4.1 Flash (1017)	Qwen 2.5 7B Instruct (free)
Context Window	256K Context	32k
Architecture	Dense Transformer	Transformer (Open Weight)
Est. MMLU Score	~75-79%	~70-74%
Release Date	2024	Sep-Nov 2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Organization quota in tokens/minute (see console)	20 requests/minute
Daily Limit	Credit-based	50 requests/day (up to 1000 with $10 topup)
Capabilities	No specific data	No specific data
Performance Tier	B-Tier (Strong)	B-Tier (Strong)
Speed Estimate	⚡ Very Fast	⚡ Very Fast
Primary Use Case	⚡ Fast Chat & Apps	General Purpose
Model Size	Undisclosed	7B
Limitations	1M token trial is finite Region-specific availability Billing account required	Limits depend on account history/topup Community key models Free models have lower priority during peak demand
Key Strengths	Data Sovereignty: Hosted in Paris/Warsaw/Amsterdam Privacy First: No training on data Low Latency in Europe	Unified API for 100+ models from all providers OpenAI-compatible endpoint (drop-in replacement) Automatic model fallback and routing