GPT-5.4 Image 2
FrontierVisionOpenAI · Released April 2026
[GPT-5.4](https://openrouter.ai/openai/gpt-5.4) Image 2 combines OpenAI's GPT-5.4 model with state-of-the-art image generation capabilities from GPT Image 2.
It is part of OpenAI's GPT family, where GPT-6 Astra leads, GPT-6 Sol and GPT-6 Luna cover the capability and speed tiers below it, the GPT-5.6 generation sits behind them, and Pro servings trade speed for deeper computation.
Facts and pricing
- Provider
- OpenAI
- Context window
- 272K tokens
- Input price
- 96.0 credits / 1M tokens ($8.00 raw)
- Output price
- 180 credits / 1M tokens ($15.00 raw)
- Vision (image input)
- Yes
- Tool calling
- No
- Extended reasoning
- No
Credits are what Zeplik bills: 1 credit = $0.10, computed from the raw provider rate with a 1.20x margin. Raw prices shown per 1M tokens.
Zeplik generates images
Zeplik generates images with Nano Banana 2, a different engine doing the same job. GPT-5.4 Image 2 itself is not one of the engines Zeplik runs.
What GPT-5.4 Image 2 is best for
- Hard problems where answer quality matters more than cost: strategy, analysis, difficult writing
- Long documents: the 272K-token window holds lengthy reports, contracts or papers whole
- Working with images: screenshots, charts, photos and scanned documents alongside text
Example prompts
Prompts that suit a frontier model like GPT-5.4 Image 2:
- Review this business plan and give me the three hardest questions an investor would ask
- Rewrite this announcement so it lands with both engineers and executives
- I am choosing between two job offers, help me think through the tradeoffs
- Draft a technical design doc for a rate limiter, including failure modes
OpenAI family
| Model | Context | Input cr/M | Output cr/M | Released |
|---|---|---|---|---|
| GPT-6.1 Terra Pro | 1.1M | 12.0 | 60.0 | October 2026 |
| GPT-6.1 Terra | 1.1M | 12.0 | 60.0 | October 2026 |
| GPT-6.1 Sol Pro | 1.1M | 24.0 | 120 | September 2026 |
| GPT-6.1 Sol | 1.1M | 24.0 | 120 | September 2026 |
| GPT-6 Luna Pro (batch) | 1.1M | 0.60 | 3.0 | September 2026 |
| GPT-6 Luna Pro | 1.1M | 1.2 | 6.0 | September 2026 |
| GPT-6 Luna | 1.1M | 1.2 | 6.0 | September 2026 |
| GPT-6 Luna (batch) | 1.1M | 0.60 | 3.0 | September 2026 |
| GPT-6 Sol Pro (batch) | 1.1M | 12.0 | 60.0 | September 2026 |
| GPT-6 Sol Pro | 1.1M | 24.0 | 120 | September 2026 |
Model comparisons
- Claude Opus 5.5 vs GPT-6 Astra
- Claude Opus 5.5 vs GPT-6 Sol
- GPT-6 Sol vs GPT-5.6 Sol
- GPT-6 Sol vs GPT-6 Astra
Frequently asked questions
- What is GPT-5.4 Image 2?
- GPT-5.4 Image 2 is an AI model by OpenAI. [GPT-5.4](https://openrouter.ai/openai/gpt-5.4) Image 2 combines OpenAI's GPT-5.4 model with state-of-the-art image generation capabilities from GPT Image 2.
- How much does GPT-5.4 Image 2 cost on Zeplik?
- Input tokens cost 96.0 credits per million and output tokens 180 credits per million (1 credit = $0.10; the raw provider rates are $8.00 and $15.00 per million). New accounts start with free credits.
- How long can a conversation with GPT-5.4 Image 2 be?
- GPT-5.4 Image 2 has a 272K-token context window (272,000 tokens), which covers the conversation plus any documents you attach.
- Does GPT-5.4 Image 2 support images and tools?
- GPT-5.4 Image 2 accepts image input and does not support tool calling.
Related models
GPT-6.1 Terra Pro is the same underlying model as [GPT-6.1 Terra](https://openrouter.ai/openai/gpt-6.1-terra), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks.
GPT-6.1 Terra is the mid-tier model in OpenAI's GPT-6.1 series, priced below GPT-6.1 Sol.
GPT-6.1 Sol Pro is the same underlying model as [GPT-6.1 Sol](https://openrouter.ai/openai/gpt-6.1-sol), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks.
GPT-6.1 Sol is an upgrade to GPT-6 Sol from OpenAI, positioned below the flagship GPT-6 Astra in the GPT-6 series.
GPT-6 Luna Pro is the same underlying model as [GPT-6 Luna](https://openrouter.ai/openai/gpt-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-6 Luna Pro is the same underlying model as [GPT-6 Luna](https://openrouter.ai/openai/gpt-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
More you can do with GPT-5.4 Image 2
- 468 AI skillsReady-to-run expert methods for writing, data, code and more, each running on GPT-5.4 Image 2 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.