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Home/GPT-5.2 vs Claude 4 Haiku
Winner: GPT-5.2OpenAI vs Anthropic

GPT-5.2 vs Claude 4 Haiku

GPT-5.2 wins on coding (85 vs 52). Claude 4 Haiku wins on price ($0.8 vs $1.75/1M input). For most workflows, GPT-5.2 is the stronger default — capable but outclassed — gpt-5.4 is now cheaper and better.

Last verified Sep 3, 2026/Model data modified Sep 3, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
OpenAIPremium
Input cost
$1.75/1M
Context
200k tokens
Speed
Balanced

Clear recommendation block

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

Best overall model

GPT-5.2

View
Why this recommendation

GPT-5.2 is the strongest answer here for GPT-5.2 vs Claude 4 Haiku — pick it when quality of output matters more than the $1.75/1M/1M input you pay for it.

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

Claude 4 Haiku

View
Why this recommendation

Claude 4 Haiku handles the same job for about 70% less per token. Start here and only move up if the output is not good enough.

AnthropicBudget
Best for
Fast budget writing, support automation, and cost-sensitive Anthropic integrations
Price
$0.80/1M
Context
200k tokens
Best for speed

Claude 4 Haiku

View
Why this recommendation

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

AnthropicBudget
Best for
Fast budget writing, support automation, and cost-sensitive Anthropic integrations
Price
$0.80/1M
Context
200k tokens

Why this page recommends it

GPT-5.2 leads on coding with a score of 85 vs 52 for Claude 4 Haiku.

Claude 4 Haiku is cheaper at $0.8/1M input tokens vs $1.75/1M for GPT-5.2.

GPT-5.2 is the stronger default for coding tasks.

Decision notes

Go with GPT-5.2 if you want one model to handle coding and research — it targets serious coding and complex product work.

Switch to Claude 4 Haiku when your work is mostly fast budget writing and support automation; on that narrower brief it is the better tool.

Claude 4 Haiku is the more cost-efficient option at $0.8/1M input — GPT-5.2 costs 2x 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 GPT-5.2 vs Claude 4 Haiku answer changes when cost, speed, or long-document depth leads the decision.

#1GPT-5.275 pts
#2Claude 4 Haiku64 pts
Quality first

GPT-5.2

OpenAI / Premium / Sep 3, 2026

75

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

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

Cost
$1.75/1M
$14.00/1M out
Speed
Balanced
3/5 score
Context
200k tokens
input window
View model
Data-backed recommendation
Avoid this pick if

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

Recommended comparisons

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

OpenAIPremiumWinner: GPT-5.2

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
AnthropicBudgetOption 2

Claude 4 Haiku

Best low-cost writing option for fast-moving content teams.

Best use case
Fast budget writing, support automation, and cost-sensitive Anthropic integrations
Input
$0.80/1M
Pricing
Budget
Speed
Very fast
Context
200k tokens
Fast writingBudgetAnthropic

Side-by-side specs

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

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
GPT-5.2OpenAI$1.75/1M$14.00/1M$46200k tokensBalanced858284
Claude 4 HaikuAnthropic$0.80/1M$4.00/1M$16200k tokensVery fast528562

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 GPT-5.2 vs Claude 4 Haiku, what it is genuinely good at, and where we would steer you away from it.

GPT-5.2

Winner: GPT-5.2OpenAI

The default answer for GPT-5.2 vs Claude 4 Haiku — 85/100 on the coding axis, and the model we would start with unless the price below rules it out.

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.

Claude 4 Haiku

Anthropic

The value option for GPT-5.2 vs Claude 4 Haiku: about 70% less per token than GPT-5.2, at 52/100 on coding. Worth starting here and moving up only if the output disappoints.

Fast and affordable Anthropic option that keeps writing quality surprisingly high for the price.

Input
$0.80/1M
Output
$4.00/1M
Context
200k tokens
Speed
Very fast

What people actually use it for

  • Generating product descriptions and support email drafts at scale
  • Fast translation and summarization pipelines without premium model costs
  • Running classification and content-extraction tasks across large content batches

Where it wins

  • Fastest Anthropic model with better-than-expected writing quality
  • Good for support, marketing ops, and editing passes at scale
  • Affordable for high-frequency team usage

Where it falls down

  • Less strong on deep reasoning and coding than larger models
  • Gemini 3.1 Flash-Lite is now cheaper with a larger context window

Skip it if

Cost is your only concern — Gemini 3.1 Flash offers similar value with a larger context window.

Our verdict

The best pick when you want Anthropic quality at a budget price point — especially for writing-heavy automations.

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

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FAQ

Is GPT-5.2 better than Claude 4 Haiku?

GPT-5.2 wins on more of the categories we score — coding, research, reasoning — so it is the better default of the two. Claude 4 Haiku is the better pick when your work is mostly fast budget writing and support automation. Neither is universally "better": GPT-5.2 is aimed at serious coding and complex product work, Claude 4 Haiku at fast budget writing and support automation.

Which is cheaper — GPT-5.2 or Claude 4 Haiku?

Claude 4 Haiku is cheaper at $0.8/1M input and $4/1M output. GPT-5.2 costs $1.75/1M input and $14/1M output.

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

Both GPT-5.2 and Claude 4 Haiku have the same 200K context window.

Is GPT-5.2 or Claude 4 Haiku better for coding?

GPT-5.2 is better for coding with a score of 85 vs Claude 4 Haiku's 52 (out of 100). GPT-6 Astra is the overall coding leader in this directory at 100/100.

Which is faster — GPT-5.2 or Claude 4 Haiku?

Claude 4 Haiku is faster with a very fast speed rating (score: 5) 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 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. That is the main case for looking at Claude 4 Haiku instead.

What are the downsides of Claude 4 Haiku?

Less strong on deep reasoning and coding than larger models. Gemini 3.1 Flash-Lite is now cheaper with a larger context window. Avoid it if cost is your only concern — Gemini 3.1 Flash offers similar value with a larger context window. Against GPT-5.2 specifically, the gap shows up most on coding (85 vs 52).

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

Take a moderate workload of 10M input and 2M output tokens a month. GPT-5.2 runs $45.50 (at $1.75/1M in and $14/1M out); Claude 4 Haiku runs $16.00 (at $0.8/1M in and $4/1M out). That is a $29.50/month difference — Claude 4 Haiku 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 GPT-5.2 and Claude 4 Haiku together?

Yes, and for most teams that beats picking one. A common split is GPT-5.2 for serious coding and complex product work, with Claude 4 Haiku handling fast budget writing and support automation. Routing high-volume, low-stakes calls to Claude 4 Haiku at $0.8/1M and reserving GPT-5.2 for the hard cases is usually the cheapest arrangement that does not cost you quality.