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GPT‑4.5
GPT‑4.5
Smarter and Faster GPT‑4-Class AI by OpenAI
What is GPT‑4.5?
GPT‑4.5 is an advanced generative AI model developed by OpenAI, designed to bridge the gap between GPT‑4 and GPT‑5. While OpenAI has not officially released this model as a standalone version, “GPT‑4.5” is widely referred to in the AI community as the turbocharged variant of GPT‑4, used in premium ChatGPT (Pro) and via OpenAI’s API. It supports multimodal input, including text and images, and delivers faster, cheaper, and more context-aware responses than its predecessor.
With improvements in latency, reasoning, and instruction-following, GPT‑4.5 is ideal for developers and teams building next-gen chatbots, code assistants, and knowledge tools.
Key Features of GPT‑4.5
Use Cases of GPT‑4.5
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What are the Risks & Limitations of GPT-4.5
Limitations
- Reasoning Lag: It often struggles with complex, multi-step math and coding logic.
- Extreme Latency: Its massive scale results in slower speeds than GPT-4o models.
- Knowledge Plateau: The internal training data cuts off around October 2023.
- High Compute Costs: API pricing is significantly higher than previous versions.
- Instruction Drift: In long prompts, it may prioritize style over strict following.
Risks
- Persuasion Depth: Its high emotional intelligence can be used for manipulation.
- Over-Refusal: Strict safety filters can cause it to reject benign, complex tasks.
- Costly Errors: High hallucination rates in math make it risky for finance tasks.
- Social Engineering: Better creative writing helps bad actors craft social scams.
- False Authority: Its polished, natural tone can mask deeply inaccurate facts.
Benchmarks of the GPT-4.5
Parameter
- Quality (MMLU Score)
- Inference Latency (TTFT)
- Cost per 1M Tokens
- Hallucination Rate
- HumanEval (0-shot)
GPT‑4.5
- 89.6%
- 1.8 s
- $8.00 input / $24.00 output
- 37.1%
- 88.0%
Create or sign in to your OpenAI account
Visit the official OpenAI platform and log in using your registered email or supported authentication methods. New users must complete account registration and verification before accessing advanced models.
Check GPT-4.5 availability on your account
Open your dashboard and review the list of available models. Confirm that GPT-4.5 is enabled for your plan, as access may depend on subscription tier, region, or usage limits.
Access GPT-4.5 through the chat interface
Navigate to the Chat or Playground section from your dashboard. Select GPT-4.5 from the model selection dropdown. Start interacting with natural language prompts for advanced reasoning, content creation, or technical problem-solving.
Use GPT-4.5 via the OpenAI API
Go to the API section and generate a secure API key. Specify GPT-4.5 as the selected model in your API request configuration. Integrate it into applications, products, or workflows using supported SDKs or REST APIs.
Configure model behavior
Set system instructions to define tone, output structure, or task focus. Adjust parameters such as response length, creativity, or context handling to suit your use case.
Test and refine prompts
Run sample prompts to evaluate response quality, reasoning depth, and consistency. Optimize prompt structure to achieve accurate outputs with efficient token usage.
Monitor usage and performance
Track token consumption, request limits, and performance metrics from the usage dashboard. Fine-tune usage to balance speed, cost, and output quality.
Scale access for teams or enterprises
Assign roles and permissions if using a team or enterprise account. Implement usage monitoring and governance controls for large-scale deployments.
Pricing of the GPT-4.5
GPT-4.5 marks a meaningful step forward from earlier GPT-4 and GPT-4o models by blending stronger conversational fluency, pattern recognition, and creative thinking. Designed as an intermediate upgrade toward next-generation models, GPT-4.5 improves performance on a range of professional and everyday tasks, from nuanced writing and multi-turn dialogue to idea exploration and conceptual summarization.
Independent benchmarks and human evaluations show GPT-4.5 outperforming GPT-4o on many language understanding and general knowledge tasks, delivering more contextually relevant responses for complex prompts. While GPT-4.5 is not optimized for deep structured reasoning, such as advanced math or multi-step logic, its strengths lie in creativity, coherence, and reduced hallucination rates compared with older models.
In comparative tests, it ranks higher than GPT-4o on multilingual understanding, summarization quality, and conversational preferences in expert evaluations, making it especially effective for brainstorming, drafting long-form text, and exploratory research. These practical improvements make GPT-4.5 a versatile option for teams seeking enhanced natural language performance without moving to flagship reasoning-first models.
With the rise of multimodal applications, GPT‑4.5 serves as a forward-compatible foundation, capable of adapting to both today's and tomorrow’s AI needs. It powers everything from copilots to internal agents, bringing advanced AI within reach for real use cases. If you’re investing in intelligent systems that need long memory, visual input, or smart planning, GPT‑4.5 is the trusted core model to build on.
Get Started with GPT-4.5
Frequently Asked Questions
GPT-4.5 is the first model to implement a strict Instruction Hierarchy natively. In previous models, user prompts could sometimes override system instructions (jailbreaking). In GPT-4.5, the model is trained to prioritize the system message as a "higher-order" command, making it significantly harder for user-provided data to hijack the model's operational constraints or safety boundaries.
While the window size matches GPT-4o, the associative thinking in GPT-4.5 is enhanced. Developers will find that GPT-4.5 is much better at connecting two disparate pieces of information located at the very beginning and very end of a 100k-token prompt, which is critical for complex codebase refactoring or legal document synthesis.
GPT-4.5 is a "huge" and compute-intensive model (reportedly 12.8 trillion parameters). The pricing ($75 per 1M input / $150 per 1M output) reflects the massive GPU resources required for inference. Developers should view GPT-4.5 as a specialized "quality" tier for high-stakes tasks like final-stage creative polishing or complex agentic planning rather than a high-volume utility model.
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