Skip to main content
Models & Technology

Who Is the Best Coding Partner for DeepSeek V4 Flash? Composio Tests 4 AI Tools Including Codex

Composio tested four major AI coding agent frameworks on 30 real-world tasks. Oh My Pi had the highest task success rate, Claude Code was the fastest but most expensive, and OpenCode had the lowest cost. #AI Coding Agents#

Who Is the Best Coding Partner for DeepSeek V4 Flash? Composio Tests 4 AI Tools Including Codex

Yesterday (August 6), Composio posted on X that it had tested four AI coding agent frameworks using 30 tasks to determine which framework could better leverage the official version of the DeepSeek V4 Flash model.

According to public information reviewed by IT Home, Composio was founded in 2023 and is headquartered in San Francisco. It is positioned as an open-source AI agent integration platform whose core function is to connect large language models with various external applications, helping developers quickly build production-ready AI agents.

Who Is the Best Coding Partner for DeepSeek V4 Flash? Composio Tests 4 AI Tools Including Codex

Composio used real-world tools such as Gmail, GitHub, Slack, and Notion to test 30 AI agent tasks, consistently using the official version of the DeepSeek V4 Flash model. The results were as follows:

Oh My Pi: 17/30

Claude Code: 16/30

Codex: 16/30

OpenCode: 14/30

Who Is the Best Coding Partner for DeepSeek V4 Flash? Composio Tests 4 AI Tools Including Codex
Who Is the Best Coding Partner for DeepSeek V4 Flash? Composio Tests 4 AI Tools Including Codex

The test results showed that Oh My Pi had the highest success rate (17/30), but was the slowest, taking 272 seconds per task. OpenCode had the lowest cost, requiring only $0.073 per successful task. Claude Code was the fastest, taking just 122 seconds, but was also the most expensive at $0.195 per task, despite using the fewest tool calls and generating the fewest output tokens.

Who Is the Best Coding Partner for DeepSeek V4 Flash? Composio Tests 4 AI Tools Including Codex
Who Is the Best Coding Partner for DeepSeek V4 Flash? Composio Tests 4 AI Tools Including Codex