GPT-5.3-Codex
CodingVisionToolsOpenAI · Released February 2026
GPT-5.3-Codex is OpenAI’s most advanced agentic coding model, combining the frontier software engineering performance of GPT-5.2-Codex with the broader reasoning and professional knowledge capabilities of GPT-5.2. It achieves state-of-the-art results...
It is part of OpenAI's GPT family, where Sol, Luna and Terra mark the current generation's capability tiers and Pro servings trade speed for deeper computation.
Facts and pricing
- Provider
- OpenAI
- Context window
- 400K tokens
- Input price
- 19.3 credits / 1M tokens ($1.75 raw)
- Output price
- 154 credits / 1M tokens ($14.00 raw)
- Vision (image input)
- Yes
- Tool calling
- Yes
- Extended reasoning
- No
Credits are what Zeplik bills: 1 credit = $0.10, computed from the raw provider rate with a 1.10x margin. Raw prices shown per 1M tokens.
What GPT-5.3-Codex is best for
- Writing, reviewing and refactoring code; agentic coding workflows
- Long documents: the 400K-token window holds lengthy reports, contracts or papers whole
- Working with images: screenshots, charts, photos and scanned documents alongside text
- Tool use and agents: reliably calls functions, so it can search, run skills and drive workflows
Example prompts
Prompts that suit a coding model like GPT-5.3-Codex:
- Refactor this function to be testable and write the tests
- Explain what this regex does and rewrite it to be readable
- Design a database schema for a multi-tenant invoicing app
- Review this pull request diff for correctness and edge cases
OpenAI family
| Model | Context | Input cr/M | Output cr/M | Released |
|---|---|---|---|---|
| GPT-6 Astra | 1.1M | 110 | 550 | September 2026 |
| GPT-6 Astra Pro | 1.1M | 110 | 550 | September 2026 |
| GPT-5.6 Luna Pro | 1.1M | 2.2 | 13.2 | July 2026 |
| GPT-5.6 Luna Pro (batch) | 1.1M | 1.1 | 6.6 | July 2026 |
| GPT-5.6 Luna (batch) | 1.1M | 1.1 | 6.6 | July 2026 |
| GPT-5.6 Luna | 1.1M | 2.2 | 13.2 | July 2026 |
| GPT-5.6 Terra Pro (batch) | 1.1M | 11.0 | 66.0 | July 2026 |
| GPT-5.6 Terra Pro | 1.1M | 22.0 | 132 | July 2026 |
| GPT-5.6 Terra | 1.1M | 22.0 | 132 | July 2026 |
| GPT-5.6 Terra (batch) | 1.1M | 11.0 | 66.0 | July 2026 |
Frequently asked questions
- What is GPT-5.3-Codex?
- GPT-5.3-Codex is an AI model by OpenAI. GPT-5.3-Codex is OpenAI’s most advanced agentic coding model, combining the frontier software engineering performance of GPT-5.2-Codex with the broader reasoning and professional knowledge capabilities of GPT-5.2. It achieves state-of-the-art results...
- How much does GPT-5.3-Codex cost on Zeplik?
- Input tokens cost 19.3 credits per million and output tokens 154 credits per million (1 credit = $0.10; the raw provider rates are $1.75 and $14.00 per million). New accounts start with free credits.
- How long can a conversation with GPT-5.3-Codex be?
- GPT-5.3-Codex has a 400K-token context window (400,000 tokens), which covers the conversation plus any documents you attach.
- Does GPT-5.3-Codex support images and tools?
- GPT-5.3-Codex accepts image input and supports tool calling.
Related models
GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creation, with particular strengths in long-horizon...
GPT-6 Astra Pro is the same underlying model as [GPT-6 Astra](https://openrouter.ai/openai/gpt-6-astra), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. Learn more in OpenAI's docs: https://developers.openai.com/api/docs/guides/reasoning#reasoning-mode
GPT-5.6 Luna Pro is the same underlying model as [GPT-5.6 Luna](https://openrouter.ai/openai/gpt-5.6-luna), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. Learn more in OpenAI's docs: https://developers.openai.com/api/docs/guides/reasoning#reasoning-mode
GPT-5.6 Luna Pro is the same underlying model as [GPT-5.6 Luna](https://openrouter.ai/openai/gpt-5.6-luna), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. Learn more in OpenAI's docs: https://developers.openai.com/api/docs/guides/reasoning#reasoning-mode
GPT-5.6 Luna is a fast, cost-efficient model in OpenAI's GPT-5.6 series. It is suited for high-volume, latency-sensitive tasks such as chat, classification, and lightweight agentic workflows, providing capable reasoning for...
GPT-5.6 Luna is a fast, cost-efficient model in OpenAI's GPT-5.6 series. It is suited for high-volume, latency-sensitive tasks such as chat, classification, and lightweight agentic workflows, providing capable reasoning for...
More you can do with GPT-5.3-Codex
- 465 AI skillsReady-to-run expert methods for writing, data, code and more, each running on GPT-5.3-Codex or any model you pick.
- 997 integrationsConnect Gmail, Slack, GitHub, Notion and hundreds more so the assistant can work in your apps.
- Simple pricingPlus, Pro and Max plans with a monthly credit allowance that works across every model.