Head-to-head · Updated
Data verifiedChatGPT and Grok are the two most personality-driven AI models on the market, but they serve different strengths. GPT-5.4 leads on coding benchmarks and desktop computer-use via API. Grok 4 counters with a massive 2M token context window (7× ChatGPT's 272K), real-time X/Twitter data access, and identical pricing at $2/1M input vs GPT-5.4's $2.50. For most developers, ChatGPT's ecosystem depth wins. For research, large-context tasks, or anything requiring live social media data, Grok 4 is the stronger pick.
GPT-5.4
Best for agentic automation and desktop control workflows.
WinnerGrok 4
Strong coding value with 2M context — an underrated pick at this price.
| GPT-5.4 | Grok 4 | |
|---|---|---|
| Input cost / 1M tokens | $$0.20/1M | $$1.25/1M |
| Output cost / 1M tokens | $$15.00/1M | $$2.50/1M |
| Context window | 272k tokens | 2M tokens |
| Speed | Balanced | Fast |
| Price tier | Premium | Balanced |
| Benchmarks | ||
| SWE-bench (coding) | 74.9% | 54% |
| Arena Elo | 1,355 | 1,305 |
| MMLU | 91% | 87.5% |
Which model wins for each use case — and why.
GPT-5.4 leads on SWE-bench at 74.9% and has broader IDE and API ecosystem support. Grok 4 handles code competently but lacks the tooling integration.
Grok 4's 2M token context window is 7× ChatGPT's 272K, and its real-time access to X/Twitter data makes it uniquely useful for current events research.
Grok 4 has a 2M token context window vs GPT-5.4's 272K. For analyzing large codebases, legal documents, or research corpora, Grok wins decisively.
GPT-5.4 offers desktop computer-use via API — clicking, typing, and navigating software autonomously. Grok has no equivalent capability for agentic automation.
Grok 4 costs $2/1M input vs GPT-5.4's $2.50/1M. Grok is slightly cheaper while offering a larger context window.
Pick GPT-5.4 if…
Pick Grok 4 if…
Bottom line
For most workflows, GPT-5.4 is the stronger choice.
Best choice when you need a model that can operate software autonomously at the older GPT-5.4 price tier. For current premium coding quality, Claude Opus 4.7 leads.
Is ChatGPT or Grok better in 2026?
ChatGPT (GPT-5.4) leads on coding and agentic capabilities. Grok 4 leads on context window size and real-time data. For most developers, ChatGPT's ecosystem gives it the edge.
Is Grok cheaper than ChatGPT?
Slightly. Grok 4 costs $2/1M input vs GPT-5.4's $2.50/1M. The difference is modest — about 20% cheaper — but Grok also offers 7× the context window at that price.
Does Grok have access to real-time data?
Yes. Grok has access to real-time X/Twitter data, making it useful for current events, trending topics, and social media analysis. ChatGPT uses Bing search but doesn't have native X access.
Which has a bigger context window — ChatGPT or Grok?
Grok 4 has a 2M token context window — about 7× ChatGPT's 272K. For analyzing very large documents or codebases in a single prompt, Grok wins significantly.
Is Grok free?
Grok is available free with limited usage on X. For API access, Grok 4 costs $2/1M input tokens. ChatGPT is also free with limits; the API costs $2.50/1M input.
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