Meituan: LongCat Flash Chat vs codestral-embed

Side-by-side comparison of API pricing, context window, latency, and benchmark performance. Data refreshed daily from provider APIs and ModelStop's own latency probes.

Key Differences

💰codestral-embed is 100% cheaper than Meituan: LongCat Flash Chat

⚡Meituan: LongCat Flash Chat is 161ms faster than codestral-embed

Comparison Overview

Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)

Detailed Comparison

Why choose between them?

Meituan: LongCat Flash Chat: Best value

codestral-embed: Best value • Fastest

Spec	Meituan: LongCat Flash Chat	codestral-embed
Provider	meituan	mistralai
Input price / 1M tokens	$0.20	Free
Output price / 1M tokens	$0.80	—
Context window	131k tokens	8k tokens
Latency (p50)	—	161ms
Best benchmark score	—	—
Open source	No	No

Meituan: LongCat Flash Chat

LongCat-Flash-Chat is a large-scale Mixture-of-Experts (MoE) model with 560B total parameters, of which 18.6B–31.3B (≈27B on average) are dynamically activated per input. It introduces a shortcut-connected MoE design to reduce...

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codestral-embed

Official codestral-embed Mistral AI model

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