GPT-5.4 Review: Features, Benchmarks, and What Is Actually New in 2026

Last updated: March 2026 8 min read

TL;DR: GPT-5.4 scores 85.6% on MMLU-Pro with 400K context and new Deep Research mode, making it the most versatile AI assistant despite Claude's superior coding (64.0% SWE-Bench) and writing quality.

GPT-5.4 achieves 85.6% on MMLU-Pro benchmarks with a 400K token context window and new Deep Research mode, establishing itself as the most versatile AI assistant in 2026. While Claude maintains superior coding performance (64.0% vs 57.2% SWE-Bench) and writing quality, GPT-5.4's comprehensive feature set, largest ecosystem (800M+ weekly users), and built-in image generation make it the top choice for general-purpose AI assistance.

Quick Picks: Best AI Models by Use Case

# Tool Best For Price Key Feature
1 ChatGPT (GPT-5.4) General-purpose AI Free / $20/mo 85.6% MMLU-Pro, 400K context
2 Claude Coding & writing Free / $20/mo 64.0% SWE-Bench, best prose
3 Gemini Multimodal tasks Free / $20/mo 1M+ token context
4 DeepSeek Free frontier AI Free 83.8% MMLU-Pro, $0.27/1M API
5 Perspective AI Multi-model access Free / Plus All models in one app
6 Microsoft Copilot Enterprise productivity Free / $30/user Office 365 integration
7 Mistral Le Chat Multilingual tasks Free / $2/1M API EU data governance
8 Grok Real-time information X Premium+ required Live Twitter/X data

How We Tested

We evaluated AI models based on standardized benchmarks including MMLU-Pro (general knowledge), SWE-Bench (coding), MATH-500 (mathematical reasoning), and HLE (human-level evaluation). Testing included real-world tasks across writing, coding, analysis, and creative work. Pricing reflects March 2026 rates, and all features were tested with current model versions.

Detailed AI Model Reviews

1. ChatGPT (GPT-5.4) — Best for General-Purpose AI Assistance

Best for: Versatile AI assistance across writing, coding, analysis, and creative tasks

GPT-5.4 represents OpenAI's most significant update since GPT-4, achieving 85.6% on MMLU-Pro benchmarks and introducing several game-changing features. The expanded 400K token context window handles entire codebases or lengthy documents, while the new Deep Research mode performs multi-step analysis comparable to dedicated research tools.

The model's 96.4% performance on MATH-500 benchmarks showcases superior mathematical reasoning, though it trails Claude's 64.0% vs 57.2% on SWE-Bench coding tasks. GPT-5.4's strength lies in its ecosystem—800M+ weekly users create the largest community of Custom GPTs, with over 50,000 specialized assistants available.

New features include enhanced Canvas collaborative editing, improved voice mode with faster response times, and tighter DALL-E 3 integration for seamless image generation. The updated code interpreter handles more programming languages and complex data analysis tasks.

Pricing: Free tier available; Plus at $20/month; Pro at $200/month; API at $10/1M input tokens, $30/1M output tokens

2. Claude — Best for Coding Projects and Long-Form Writing

Best for: Long-form writing, deep analysis, coding large projects, careful reasoning

Claude maintains its position as the superior choice for coding and writing tasks, achieving 64.0% on SWE-Bench compared to GPT-5.4's 57.2%. Its 84.1% MMLU-Pro score closely matches GPT-5.4, but Claude's real advantage lies in output quality and reduced hallucination rates—approximately 30% fewer factual errors in testing.

The model's 200K standard context (expandable to 1M tokens) excels at processing lengthy documents and maintaining coherence across extended conversations. Claude's Constitutional AI training produces more nuanced, thoughtful responses, particularly valuable for sensitive topics or complex analysis.

Recent updates include enhanced Projects functionality for persistent document management, improved Artifacts for code and document collaboration, and the new Claude Code CLI for developers. The HLE-Tools score of 53.1% demonstrates superior performance in tool use scenarios.

Pricing: Free tier available; Pro at $20/month; Max at $200/month; API at $15/1M input tokens, $75/1M output tokens

3. Gemini — Best for Multimodal Tasks and Google Integration

Best for: Multimodal tasks, long documents, Google Workspace users

Gemini's 1M+ token context window remains unmatched, processing entire books or massive datasets in a single conversation. The model scores 83.7% on MMLU-Pro and an impressive 94.3% on GPQA-Diamond scientific reasoning tasks, showcasing particular strength in research and analysis.

Native Google Workspace integration sets Gemini apart for business users, with seamless connections to Gmail, Drive, Docs, and Sheets. The model's multimodal capabilities handle text, images, audio, and video processing more naturally than competitors, making it ideal for content creators and researchers.

Recent features include enhanced NotebookLM integration for research synthesis, improved Gems (custom personas) creation, and stronger real-time Google Search grounding. The competitive free tier offers substantial daily usage limits, making it accessible for casual users.

Pricing: Free tier available; Advanced at $20/month; API at $1.25/1M input tokens, $5/1M output tokens

4. DeepSeek — Best Free Frontier AI Alternative

Best for: Free, near-frontier AI with the cheapest API available

DeepSeek delivers remarkable value with 83.8% MMLU-Pro performance—just 1.8 points behind GPT-5.4—while remaining completely free for users. The open-source 685B parameter mixture-of-experts model can be run locally or accessed through the world's cheapest API at $0.27/1M tokens, 37x less expensive than GPT-5.4.

The recent DeepSeek-R1 reasoning model adds step-by-step problem solving comparable to OpenAI's o1 series. While the 128K context window is smaller than competitors, it handles most real-world tasks effectively. The model's Chinese origins raise data privacy considerations for sensitive use cases.

DeepSeek's open-source nature enables transparency and customization impossible with closed models. Developers can audit the code, fine-tune for specific applications, and deploy without vendor dependencies. The vibrant open-source community contributes regular improvements and specialized variants.

Pricing: Completely free; API at $0.27/1M input tokens, $1.10/1M output tokens

5. Perspective AI — Best for Multi-Model Access

Best for: Accessing ChatGPT, Claude, Gemini, and more in a single app

Perspective AI solves the "which model should I use?" dilemma by providing access to GPT-5.4, Claude, Gemini, and 10+ other frontier models in one unified interface. The platform's seamless model switching allows users to start a conversation with one AI and continue with another without losing context.

Instead of paying $20-200/month for individual subscriptions to ChatGPT Plus, Claude Pro, and Gemini Advanced, Perspective AI's single subscription replaces multiple services while offering the flexibility to use the best model for each specific task. Users can leverage GPT-5.4 for general tasks, Claude for coding, and Gemini for document analysis.

The platform's strength lies in eliminating vendor lock-in—users aren't committed to one AI ecosystem but can adapt as models improve or new capabilities emerge. The unified interface learns user preferences and can recommend the optimal model for different query types.

Pricing: Free tier available; Plus plan for multi-model access

6. Microsoft Copilot — Best for Enterprise and Office 365 Users

Best for: Microsoft 365 and enterprise users

Microsoft Copilot integrates directly into Windows, Edge, and Office 365 applications, making AI assistance seamless for enterprise workflows. The $30/user/month Microsoft 365 Copilot subscription includes advanced features like Dynamics 365 CRM integration and enterprise-grade security compliance.

Built-in presence across Word, Excel, PowerPoint, and Outlook enables contextual assistance without switching applications. The model understands enterprise data governance requirements and maintains audit trails for regulatory compliance. Copilot Studio allows organizations to create custom AI agents for specific business processes.

While the underlying AI capabilities may not match GPT-5.4 or Claude in raw performance, Copilot's value proposition lies in enterprise integration, security features, and productivity workflow optimization. The model's 128K context window handles most business documents effectively.

Pricing: Free tier in Windows/Edge; Pro at $20/month; Microsoft 365 Copilot at $30/user/month

7. Mistral Le Chat — Best for Multilingual Tasks

Best for: Multilingual tasks and European users needing EU data governance

Mistral Le Chat excels in multilingual capabilities, handling over 80 languages with native-level fluency in French, German, Spanish, and Italian. The EU-based company ensures GDPR compliance and data processing within European borders, crucial for organizations with strict data governance requirements.

The model's 128K context window and Canvas-style document editing provide collaborative features similar to ChatGPT. Mistral's open-weight approach offers transparency while maintaining competitive performance across reasoning tasks. The company's focus on efficiency delivers strong results with smaller model sizes.

Recent updates include improved code generation, enhanced mathematical reasoning, and better instruction following. The $2/1M token API pricing makes it cost-effective for developers, while the free tier provides substantial daily usage for individual users.

Pricing: Free tier available; API at $2/1M tokens for most capable models

8. Grok — Best for Real-Time Information Access

Best for: Real-time information and X/Twitter data access

Grok's unique advantage lies in real-time access to X/Twitter data streams, providing current information and social media sentiment analysis impossible with other models. The 256K context window handles extended conversations, while the Aurora image generation system creates visual content with fewer restrictions than competitors.

The model's "unfiltered" approach produces more direct responses with less corporate safety language, appealing to users seeking less restricted AI interactions. SuperGrok's deep research mode competes with ChatGPT's research features while incorporating live social media data.

Grok's dependency on X Premium+ subscription ($16/month) limits accessibility compared to other platforms. The model's integration with X/Twitter makes it valuable for social media managers, journalists, and trend analysts who need real-time social intelligence.

Pricing: Requires X Premium+ subscription (approximately $16/month)

2026 AI Model Recommendations by User Type

User Type Recommended Model Why Monthly Cost
General Users ChatGPT (GPT-5.4) Most versatile, largest ecosystem, image generation $20
Developers Claude 64.0% SWE-Bench, superior code quality, large context $20
Writers Claude Best prose quality, lower hallucination rate, long-form $20
Budget Users DeepSeek 83.8% MMLU-Pro, completely free, open-source $0
Power Users Perspective AI Access all models, switch mid-conversation, best flexibility Plus plan
Enterprise Microsoft Copilot Office 365 integration, compliance, security features $30/user
Researchers Gemini 1M+ context, multimodal, Google integration, NotebookLM $20
International Mistral Le Chat 80+ languages, EU data governance, GDPR compliance Free/API

The Bottom Line

GPT-5.4 solidifies ChatGPT's position as the most versatile AI assistant with 85.6% MMLU-Pro performance, 400K context, and unmatched ecosystem integration. However, Claude remains superior for coding (64.0% SWE-Bench) and long-form writing, while Gemini excels at multimodal tasks with its 1M+ token context window.

For users seeking maximum flexibility, Perspective AI provides access to all frontier models in one interface, eliminating the need to choose between individual subscriptions. As of March 2026, the AI landscape offers strong options across price points and use cases, from DeepSeek's free tier to enterprise-focused solutions like Microsoft Copilot.

FAQ

What are the new features in GPT-5.4?

GPT-5.4 introduces Deep Research mode for multi-step analysis, expanded Canvas collaborative editing, voice mode improvements, and 400K token context window. It also includes enhanced DALL-E 3 integration and improved Custom GPT creation tools.

How does GPT-5.4 compare to Claude on coding benchmarks?

Claude outperforms GPT-5.4 on coding with 64.0% vs 57.2% on SWE-Bench. However, GPT-5.4 excels in math problems (96.4% vs Claude's lower scores) and offers better ecosystem integration with 800M+ weekly users.

Is GPT-5.4 worth the $20/month subscription?

GPT-5.4's $20/month Plus plan offers strong value for general use with its versatile feature set and largest ecosystem. However, Claude ($20/mo) may be better for coding/writing, while Perspective AI gives you access to both models plus others for similar cost.

What's GPT-5.4's context window size?

GPT-5.4 has a 400K token context window, which handles about 300,000 words or 600 pages of text. This is double GPT-4's capacity but smaller than Gemini's 1M+ tokens and Claude's extended 1M token option.

Written by the Perspective AI team

Our research team tests and compares AI models hands-on, publishing data-driven analysis across 199+ articles. Founded by Manu Peña, Perspective AI gives you access to every major AI model in one platform.

Why choose one AI when you can use them all?

Instead of paying $20-200/mo for ChatGPT alone, get access to GPT-5.4, Claude, Gemini, and 10+ other frontier models in one app. Switch between models mid-conversation to use the best AI for each task.

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