Comprehensive Review of GPT-4.5

Fri Feb 28 2025

Overview

GPT‑4.5—internally dubbed “Orion”—represents the next evolution in OpenAI’s lineup and is currently available as a research preview exclusively for ChatGPT Pro subscribers (at $200/month). This release marks a significant milestone as it is the last model in OpenAI’s portfolio that does not incorporate full chain-of-thought reasoning. Instead, it builds on the strengths of GPT‑4 and its variants by enhancing natural language understanding, expanding its knowledge base, and improving interactive abilities while refining safety and alignment measures.

Key Capabilities and Improvements

Enhanced Conversational Fluency

GPT‑4.5 produces more “human-like” and natural interactions. Users report that conversations feel warmer and more intuitive, with the model showing improved context understanding that enables it to manage longer dialogues with greater coherence.

Broader Knowledge Base and Reduced Hallucinations

Leveraging a significantly larger pretraining dataset and advanced unsupervised learning techniques, GPT‑4.5 exhibits a broader knowledge base. Its design philosophy of "know more, hallucinate less" means that it tends to rely on a more accurate internal world model, reducing the instances of fabricated details compared to earlier models.

Improved Alignment and Emotional Intelligence

OpenAI refined its alignment techniques with novel, scalable training methods. As a result, GPT‑4.5 is better at discerning user intent and adapting its tone and responses accordingly—whether diffusing tense conversations, providing empathetic advice, or engaging in creative writing.

Multimodal and Interactive Features

While GPT‑4.5 currently supports key functionalities such as web search, canvas integration, and file/image uploads, it remains incompatible with AI Voice Mode. Its multimodal capabilities enhance its utility for tasks like writing, programming, and problem-solving.

Compute Intensity and Efficiency

GPT‑4.5 is significantly larger and more compute-intensive than its predecessors. Although this leads to higher operational costs (a key reason for its limited initial rollout to Pro users), the model delivers substantially improved performance in language understanding and conversational tasks.

Performance Benchmarks and Evaluations

  • Language Tasks: GPT‑4.5 outperforms GPT‑4 on various language benchmarks, delivering more fluent and contextually relevant responses.
  • Hallucination Rates: The model demonstrates a marked reduction in hallucination—an area where previous models often struggled.
  • Safety and Refusal Evaluations: Extensive testing shows that GPT‑4.5 performs comparably to GPT‑4o in refusing unsafe requests while maintaining appropriate levels of helpfulness. Its alignment improvements help ensure that even in complex scenarios, the model adheres to safety guidelines without overrefusing benign prompts.

Limitations and Areas for Improvement

  • Domain-Specific Tasks: In areas like advanced mathematics and certain scientific benchmarks, GPT‑4.5 may underperform compared to specialized models such as o1 or deep research versions.
  • Compute and Cost Concerns: The model’s increased computational demands result in higher operational costs, which is why access is initially limited to Pro users.
  • Chain-of-Thought Reasoning: As the last model without full chain-of-thought reasoning, GPT‑4.5 may not match future iterations (e.g., GPT‑5) in tasks requiring complex, multi-step problem solving.

Pricing, Availability, and Roadmap Context

GPT‑4.5 is currently available as a research preview for ChatGPT Pro users, with broader rollout to Plus and other tiers expected in a few weeks. OpenAI CEO Sam Altman has positioned GPT‑4.5 as a transitional release; the company is already preparing for GPT‑5, which will integrate chain-of-thought capabilities (via the o3 reasoning model) and unify OpenAI’s model lineup. The aim is to eliminate the need for users to choose between multiple model options by automatically routing queries to the most capable system.

Additional Resources

Conclusion

GPT‑4.5 stands as a substantial step forward in creating more natural, knowledgeable, and safe conversational AI. By blending enhanced language understanding with refined alignment and safety protocols, it delivers a noticeably improved user experience compared to GPT‑4. However, its higher computational demands and some performance gaps in specialized tasks suggest that while it is a significant upgrade, it also serves as a bridge to even more advanced models like GPT‑5. As OpenAI continues to refine its offerings, GPT‑4.5 serves both as a robust tool for today’s Pro users and as a foundational element in the evolution toward a unified, chain-of-thought–enabled AI ecosystem.