GPT-5.2 vs GPT-5.3-Codex

OpenAI · US  |  OpenAI · US · Updated June 2026

Quick verdict

Both are OpenAI models. GPT-5.3-Codex is the newer, generally stronger default; reach for GPT-5.2 when a specific cost or latency profile matters more than the latest capabilities.

GPT-5.2 and GPT-5.3-Codex are both OpenAI models, so the real question is not which lab to trust but which tier fits your workload and budget. GPT-5.2 is a capable GPT-5-generation all-rounder, now succeeded by GPT-5.5. GPT-5.3-Codex is openAI's coding-specialized agent model for autonomous software engineering. Since both come from the same lab, the comparison below focuses on the tier-and-cost trade-offs that actually separate them.

Key differences at a glance

Side-by-side specs

SpecGPT-5.2GPT-5.3-Codex
ProviderOpenAI (US) OpenAI (US)
ReleasedDecember 11, 2025 February 24, 2026
Context window400K (~600 pages) 400K (~600 pages)
Price (in/out)$1.75/$14 per 1M tokens $1.75/$14 per 1M tokens
Open weight?No — API only No — API only
Modalitiestext, image, code text, code
SWE-Bench VerifiedNot published Not published
MRCR v2 @ 1MNot published Not published

Who wins what

Strong all-round reasoning

GPT-5.2

GPT-5.2 lists strong all-round reasoning among its strengths; GPT-5.3-Codex does not.

Reliable structured output

GPT-5.2

GPT-5.2 lists reliable structured output among its strengths; GPT-5.3-Codex does not.

Broad ecosystem and tooling

GPT-5.2

GPT-5.2 lists broad ecosystem and tooling among its strengths; GPT-5.3-Codex does not.

Dedicated coding agent

GPT-5.3-Codex

OpenAI's coding-specialized agent model for autonomous software engineering — and it is the newer of the two.

CLI and IDE integration

GPT-5.3-Codex

GPT-5.3-Codex lists cLI and IDE integration among its strengths; GPT-5.2 does not.

Autonomous software tasks

GPT-5.3-Codex

GPT-5.3-Codex lists autonomous software tasks among its strengths; GPT-5.2 does not.

Which should you pick?

Anyone whose priority is strong all-round reasoning

GPT-5.2

It is specifically built for that.

Anyone whose priority is dedicated coding agent

GPT-5.3-Codex

That is its strongest area.

GPT-5.2: where it fits

A capable GPT-5-generation all-rounder, now succeeded by GPT-5.5. Released December 11, 2025 by OpenAI, it is built for strong all-round reasoning, reliable structured output, broad ecosystem and tooling, and professional workflows.

Its trade-offs are real: superseded by GPT-5.5, and smaller context than flagships. At $1.75 in / $14 out per million tokens, it sits in the mid price band.

GPT-5.3-Codex: where it fits

OpenAI's coding-specialized agent model for autonomous software engineering. Released February 24, 2026 by OpenAI, it is built for dedicated coding agent, cLI and IDE integration, autonomous software tasks, and tool calling.

Its trade-offs: coding-specialized, narrower general use, and retired in favor of GPT-5.5 Codex. At $1.75 in / $14 out per million tokens, it sits in the mid price band.

The bottom line for this matchup

Because GPT-5.2 and GPT-5.3-Codex come from the same lab (OpenAI), they share the same training philosophy and ecosystem — the decision is purely tier vs. cost. GPT-5.3-Codex is the more capable, more recent option; the other earns its place only when its price or latency profile fits a specific job better. Most teams should default to GPT-5.3-Codex and drop down only with a concrete reason.

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Frequently asked questions

Is GPT-5.2 or GPT-5.3-Codex better for coding?

Public SWE-Bench figures are not available for either model, so the honest test is your own repository — run an identical real bug through both. By design, GPT-5.2 leans toward strong all-round reasoning while GPT-5.3-Codex leans toward dedicated coding agent, and that positioning usually predicts which feels better on your codebase.

Which is cheaper, GPT-5.2 or GPT-5.3-Codex?

They are priced almost identically, so cost will not decide between them.

Which has the bigger context window?

Both advertise 400K (~600 pages). Remember advertised ≠ usable: recall typically degrades before the ceiling.

Should I upgrade from GPT-5.2 to GPT-5.3-Codex?

Since both are OpenAI models, the newer one (GPT-5.3-Codex) is usually the better default unless you need a specific cost or latency profile from the other.

Which is newer, GPT-5.2 or GPT-5.3-Codex?

GPT-5.3-Codex — released February 24, 2026, about 3 months after GPT-5.2.

Related comparisons

Specifications and benchmarks reflect publicly reported figures as of June 2026 and may change as providers release updates. Always verify on your own workload.