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Home/Grok 4 vs GPT-5.2
Winner: Grok 4xAI vs OpenAI

Grok 4 vs GPT-5.2

Grok 4 wins on coding (92 vs 85) and context window (2M vs 200K). GPT-5.2 wins on writing quality and price ($1.75 vs $2/1M input). For most workflows, Grok 4 is the stronger default — strong coding value with 2m context — an underrated pick at this price.

Last verified Sep 3, 2026/Model data modified Sep 3, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
xAIBalanced
Input cost
$2.00/1M
Context
2M tokens
Speed
Fast

Clear recommendation block

The safest Grok 4 vs GPT-5.2 default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

Grok 4

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Why this recommendation

Grok 4 is the strongest answer here for Grok 4 vs GPT-5.2 — pick it when quality of output matters more than the $2.00/1M/1M input you pay for it.

xAIBalanced
Best for
Coding and research at competitive pricing with maximum context
Price
$2.00/1M
Context
2M tokens
Best value model

GPT-5.1-Codex-Max

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Why this recommendation

GPT-5.1-Codex-Max is the cheaper way in for Grok 4 vs GPT-5.2, at $1.25/1M/1M input against Grok 4's $2.00/1M/1M.

OpenAIBalanced
Best for
Professional developers and engineering teams working with complex, multi-file codebases who need accurate code generation, debugging, and architectural reasoning.
Price
$1.25/1M
Context
400k tokens
Best for speed

GPT-5.2

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Why this recommendation

GPT-5.2 is the fastest of these for Grok 4 vs GPT-5.2 — worth it when latency is what the reader notices, not the last few points of reasoning depth.

OpenAIPremium
Best for
Serious coding and complex product work
Price
$1.75/1M
Context
200k tokens

Why this page recommends it

Grok 4 leads on coding with a score of 92 vs 85 for GPT-5.2.

Grok 4 has the larger context window: 2M vs 200K for GPT-5.2.

GPT-5.2 is cheaper at $1.75/1M input tokens vs $2/1M for Grok 4.

Decision notes

Go with Grok 4 if you want one model to handle coding and research — it targets coding and research at competitive pricing with maximum context.

Switch to GPT-5.2 when your work is mostly serious coding and complex product work; on that narrower brief it is the better tool.

GPT-5.2 is the more cost-efficient option at $1.75/1M input — Grok 4 costs 1x more per input token, so the gap is worth taking seriously wherever token volume rather than peak quality drives the bill.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the Grok 4 vs GPT-5.2 answer changes when cost, speed, or long-document depth leads the decision.

#1Grok 481 pts
#2GPT-5.275 pts
Quality first

Grok 4

xAI / Balanced / Sep 2, 2026

81

Strong coding value with 2M context — an underrated pick at this price.

Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.

Cost
$2.00/1M
$6.00/1M out
Speed
Fast
4/5 score
Context
2M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

You need the highest writing quality or the most reliable production-grade output — Claude wins both.

Recommended comparisons

Where the Grok 4 vs GPT-5.2 recommendation shifts once you weigh price or latency differently.

xAIBalancedWinner: Grok 4

Grok 4

Strong coding value with 2M context — an underrated pick at this price.

Best use case
Coding and research at competitive pricing with maximum context
Input
$2.00/1M
Pricing
Balanced
Speed
Fast
Context
2M tokens
Coding2M contextValue
OpenAIPremiumOption 2

GPT-5.2

Capable but outclassed — GPT-5.4 is now cheaper and better.

Best use case
Serious coding and complex product work
Input
$1.75/1M
Pricing
Premium
Speed
Balanced
Context
200k tokens
Former top pickCodingReasoning

Side-by-side specs

List prices and published scores — the numbers this page's pick is built from.

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
Grok 4xAI$2.00/1M$6.00/1M$322M tokensFast927086
GPT-5.2OpenAI$1.75/1M$14.00/1M$46200k tokensBalanced858284

Scores out of 100 — how we evaluate models. “Est. month” is 10M in / 2M out at list price: a ceiling, no discounts.

The case for each model

Why each one is on the shortlist for Grok 4 vs GPT-5.2, what it is genuinely good at, and where we would steer you away from it.

Grok 4

Winner: Grok 4xAI

The default answer for Grok 4 vs GPT-5.2 — 92/100 on the coding axis, and the model we would start with unless the price below rules it out.

xAI's latest flagship with strong coding benchmark performance, a 2M token context window, and aggressive pricing at $2/$6 per million tokens.

Input
$2.00/1M
Output
$6.00/1M
Context
2M tokens
Speed
Fast

What people actually use it for

  • Early-stage research mapping — exploring a new topic before narrowing down
  • Analyzing large codebases or datasets within a 2M-token context window
  • Competitive intelligence and market research with broad, fast synthesis

Where it wins

  • 75% SWE-bench score — strong coding performance close to top Claude models
  • 2M token context window at $2/$6 per million tokens
  • Fast and responsive for exploration and open-ended research loops

Where it falls down

  • Claude Opus 4.6 and Sonnet 4.6 lead on pure coding benchmarks
  • Less established ecosystem and tooling than OpenAI or Anthropic

Skip it if

You need the highest writing quality or the most reliable production-grade output — Claude wins both.

Our verdict

Strong coding benchmark with excellent value. The $2/$6 pricing and 2M context make it competitive with more expensive alternatives.

Full pricing, benchmark table and release notes on the Grok 4 page.

GPT-5.2

OpenAI

Here for latency: it answers fastest of anything listed for Grok 4 vs GPT-5.2, at 85/100 on coding.

Reliable OpenAI flagship for serious coding and product work — a strong default before GPT-5.4 was released.

Input
$1.75/1M
Output
$14.00/1M
Context
200k tokens
Speed
Balanced

What people actually use it for

  • Production-grade code reviews for complex multi-service systems
  • Structured technical documentation for engineering teams
  • Research synthesis with careful citations and structured output

Where it wins

  • Reliable at debugging and multi-file code edits
  • Strong structured reasoning for product and technical workflows
  • Solid default for teams that want one premium OpenAI model

Where it falls down

  • Superseded by GPT-5.4 for most use cases
  • Claude Sonnet 4.6 leads on both coding and writing quality

Skip it if

You're starting a new project — GPT-5.4 is cheaper and more capable.

Our verdict

Still capable but GPT-5.4 at $2.50/1M input is now cheaper and better. Hard to justify GPT-5.2 at $12/1M for new projects.

Full pricing, benchmark table and release notes on the GPT-5.2 page.

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xAI
Grok 4Strong coding value with 2M context — an underrated pick at this price.Read guide
OpenAI
GPT-5.2Capable but outclassed — GPT-5.4 is now cheaper and better.Read guide
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Alternatives
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Quick links

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How we evaluate AI models

UseRightAI recommendations are based on practical decision factors people actually feel in day-to-day use.

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FAQ

Is Grok 4 better than GPT-5.2?

Grok 4 wins on more of the categories we score — coding, research, reasoning — so it is the better default of the two. GPT-5.2 is the better pick when your work is mostly serious coding and complex product work. Neither is universally "better": Grok 4 is aimed at coding and research at competitive pricing with maximum context, GPT-5.2 at serious coding and complex product work.

Which is cheaper — Grok 4 or GPT-5.2?

GPT-5.2 is cheaper at $1.75/1M input and $14/1M output. Grok 4 costs $2/1M input and $6/1M output.

Which has a larger context window — Grok 4 or GPT-5.2?

Grok 4 has the larger context window at 2M tokens vs GPT-5.2's 200K. For large document analysis, Grok 4 is the stronger pick.

Is Grok 4 or GPT-5.2 better for coding?

Grok 4 is better for coding with a score of 92 vs GPT-5.2's 85 (out of 100). GPT-6 Astra is the overall coding leader in this directory at 100/100.

Which is faster — Grok 4 or GPT-5.2?

Grok 4 is faster with a fast speed rating (score: 4) vs GPT-5.2's balanced rating (score: 3). Speed matters most for interactive and high-throughput work; for batch jobs the GPT-5.2 latency penalty is usually invisible.

What are the downsides of Grok 4?

Claude Opus 4.6 and Sonnet 4.6 lead on pure coding benchmarks. Less established ecosystem and tooling than OpenAI or Anthropic. Avoid it if you need the highest writing quality or the most reliable production-grade output — Claude wins both. That is the main case for looking at GPT-5.2 instead.

What are the downsides of GPT-5.2?

Superseded by GPT-5.4 for most use cases. Claude Sonnet 4.6 leads on both coding and writing quality. Avoid it if you're starting a new project — GPT-5.4 is cheaper and more capable. Against Grok 4 specifically, the gap shows up most on coding (92 vs 85).

What does a month of real work cost on Grok 4 vs GPT-5.2?

Take a moderate workload of 10M input and 2M output tokens a month. Grok 4 runs $32.00 (at $2/1M in and $6/1M out); GPT-5.2 runs $45.50 (at $1.75/1M in and $14/1M out). That is a $13.50/month difference — Grok 4 is the cheaper of the two at this volume, and the gap scales linearly as you send more. Output tokens dominate the bill on both, so prompt length matters far less than response length.

Can I use Grok 4 and GPT-5.2 together?

Yes, and for most teams that beats picking one. A common split is Grok 4 for coding and research at competitive pricing with maximum context, with GPT-5.2 handling serious coding and complex product work. Routing high-volume, low-stakes calls to GPT-5.2 at $1.75/1M and reserving Grok 4 for the hard cases is usually the cheapest arrangement that does not cost you quality.