Provider Comparison

GPT-5.2 Codex with AGENTS.md vs GPT-4: AI Coding Evolution

Compare GPT-5.2 Codex with AGENTS.md support vs GPT-4. Agentic coding and project awareness.

3
GPT-5.2 Codex (AGENTS.md)
vs
2
GPT-4
Quick Verdict

GPT-5.2 Codex with AGENTS.md is a generational leap for agentic coding. GPT-4 requires manual context each session. For coding agents, GPT-5.2 Codex is the clear choice.

Detailed Comparison

A side-by-side analysis of key factors to help you make the right choice.

Factor
GPT-5.2 Codex (AGENTS.md)Recommended
GPT-4Winner
Project Awareness
Reads AGENTS.md for conventions and preferences
No project-level configuration awareness
Code Quality
75 percent plus SWE-bench, superior code generation
Around 50 percent SWE-bench, decent coding
Agentic Capabilities
Multi-step tool use, file editing, terminal
Basic function calling, no persistent tool use
Cost
Premium pricing for Codex tier
Lower cost, well-established
Maturity
Newer, rapidly evolving
Battle-tested, predictable
Total Score3/ 52/ 50 ties
Project Awareness
GPT-5.2 Codex (AGENTS.md)
Reads AGENTS.md for conventions and preferences
GPT-4
No project-level configuration awareness
Code Quality
GPT-5.2 Codex (AGENTS.md)
75 percent plus SWE-bench, superior code generation
GPT-4
Around 50 percent SWE-bench, decent coding
Agentic Capabilities
GPT-5.2 Codex (AGENTS.md)
Multi-step tool use, file editing, terminal
GPT-4
Basic function calling, no persistent tool use
Cost
GPT-5.2 Codex (AGENTS.md)
Premium pricing for Codex tier
GPT-4
Lower cost, well-established
Maturity
GPT-5.2 Codex (AGENTS.md)
Newer, rapidly evolving
GPT-4
Battle-tested, predictable

Key Statistics

Real data from verified industry sources to support your decision.

AGENTS.md adoption growing rapidly across open-source

GitHub trends

GitHub trends (2025)
GPT-5.2 Codex: 75 percent SWE-bench vs GPT-4: 50 percent

OpenAI benchmarks

OpenAI benchmarks (2025)

All statistics come from verified third-party sources. Source, year, and direct link are shown on each metric.

When to Choose Each Option

Clear guidance based on your specific situation and needs.

Choose GPT-5.2 Codex (AGENTS.md) when...

  • Need a generational leap in coding capabilities.
  • Focus on agentic coding tasks.
  • Prefer automated context management.

Choose GPT-4 when...

  • Prefer manual context management.
  • Focus on simpler coding tasks.
  • Need flexibility in coding sessions.

Our Recommendation

GPT-5.2 Codex with AGENTS.md is a generational leap for agentic coding. GPT-4 requires manual context each session. For coding agents, GPT-5.2 Codex is the clear choice.

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