THE AI RANKINGS

OpenAI

GPT-5.4

Provider
OpenAI
Status
available
Context
1,100,000 tok
SWE-bench
57.7%
Price
$2.5 / $15 /MTok

GPT-5.4 is the OpenAI model released on 5 March 2026 that, for about seven weeks, was the company’s flagship — until GPT-5.5 superseded it on 23 April. It remains one of the most-used models in the GPT-5 line because of its value: at $2.50/$15 per million tokens it is half the price of GPT-5.5, and on the standardized public SWE-bench Pro leaderboard it still leads on accuracy-per-dollar. GPT-5.4 was the release where OpenAI folded coding, reasoning and computer use into a single unified model rather than shipping separate specialist models.

Its headline achievement was computer use: GPT-5.4 scored 75% on OSWorld, the first model to cross the 72.4% human-expert baseline, and it led knowledge-work benchmarks (GDPval ~83%) at launch. As of mid-June 2026 it is superseded as flagship but actively recommended for cost- and latency-sensitive work, with mini and nano variants covering cheaper and edge use cases.

Quick specs

ProviderOpenAI
TierStrong (former flagship)
Released5 March 2026 (mini/nano 17 March)
StatusAvailable (superseded by GPT-5.5)
API model IDgpt-5.4
Context window~1,100,000 tokens
Max output128,000 tokens
Input price$2.50 / MTok
Output price$15.00 / MTok
Reasoning controlreasoning_effort: none → xhigh
OSWorld (computer use)75% (first model past the 72.4% human baseline)
SWE-bench Pro57.7% (OpenAI); ~59% on the standardized leaderboard
Best forValue, computer use, knowledge work, low-latency agentic tasks
LimitationsSuperseded by GPT-5.5; vendor-run headline benchmarks

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What GPT-5.4 is

GPT-5.4 sits in the middle of the GPT-5 line — the successor to GPT-5.3 and the predecessor to GPT-5.5. Its defining design choice was unification: rather than offering separate models for chat, reasoning, coding and computer use, GPT-5.4 rolled them into one model with configurable reasoning_effort, so the same model handles a quick reply or a long agentic task depending on the effort you set.

Two things made it stand out at launch. First, computer use: its 75% on OSWorld was the first score to beat the human-expert baseline of 72.4%. Second, knowledge work: it led GDPval (~83%) among models available in March 2026. Both strengths carried forward into GPT-5.5, but GPT-5.4 remains the value tier of the family.

Model variants

GPT-5.4 shipped as a small family, with mini and nano following on 17 March 2026.

VariantAPI IDWhat it is
GPT-5.4gpt-5.4The standard model; configurable reasoning; $2.50/$15
GPT-5.4 Progpt-5.4-proParallel test-time compute for higher accuracy; $30/$180
GPT-5.4 minigpt-5.4-mini6x cheaper ($0.40/$1.60); ~54% SWE-bench Pro, close to standard
GPT-5.4 nanogpt-5.4-nanoSmallest variant, for edge and embedded use

The mini variant is the value standout: it scores about 54% on SWE-bench Pro — within a few points of the standard model’s 57.7% — at roughly a sixth of the cost, which makes it a popular default for high-volume coding and agentic workloads.

Benchmark performance

OpenAI-reported figures from the 5 March 2026 launch; treat vendor numbers as a ceiling.

BenchmarkGPT-5.4Notes
OSWorld (computer use)75%First model past the 72.4% human-expert baseline
GDPval (knowledge work)~83%Knowledge-work leader at release
SWE-bench Pro57.7%OpenAI-reported; ~59% on the standardized public leaderboard (leads)

GPT-5.4’s clearest strengths are computer use and knowledge work. On software engineering it is strong rather than class-leading — Claude leads the hardest coding benchmarks — but on the standardized public SWE-bench Pro scaffold GPT-5.4 leads on accuracy, and at its price it is the field’s value leader. See best AI for coding and best AI models for where it sits.

Pricing

Input (per MTok)Output (per MTok)Cached input
GPT-5.4$2.50$15.00$0.25
GPT-5.4 mini~$0.40~$1.60
GPT-5.4 Pro$30.00$180.00
GPT-5.5 (successor)$5.00$30.00$0.50

GPT-5.4 is half the per-token price of GPT-5.5, which is the main reason a vocal “5.4 holdout” contingent stuck with it after the upgrade — for many workloads the value is better even though GPT-5.5 is more capable and uses fewer tokens. The mini variant pushes the value further for high-volume use.

How to access GPT-5.4

GPT-5.4 is generally available with no waitlist:

  1. APIgpt-5.4, gpt-5.4-mini, gpt-5.4-nano, gpt-5.4-pro via the Responses and Chat Completions APIs.
  2. Microsoft Foundry (Azure) and third-party routers such as OpenRouter.
  3. ChatGPT — available historically as the flagship; the default has since moved to GPT-5.5.

How GPT-5.4 compares

vs GPT-5.5

GPT-5.5 improves on GPT-5.4 across nearly every benchmark while using fewer output tokens — but at double the per-token price. For latency- or cost-sensitive workloads, GPT-5.4 (and its mini/nano variants) remains the pragmatic choice; for the best capability, GPT-5.5 is the upgrade.

vs Claude and Gemini

GPT-5.4 trails Claude Opus 4.8 on the hardest coding benchmarks, but its computer-use and knowledge-work scores are frontier-class, and its price undercuts the top Claude and Gemini models. For value and computer-use-heavy agentic work it is a strong pick; for the hardest software engineering, Claude leads.

Known limitations

Superseded as flagship. GPT-5.5 is the current frontier model; GPT-5.4 is now the value tier rather than the top of the line.

Coding isn’t class-leading. Claude leads the hardest coding benchmarks; GPT-5.4’s edge is value and computer use, not raw SWE-bench Verified.

Vendor-run headline benchmarks. The launch figures are OpenAI’s own; lead with standardized leaderboards where decisions ride on the number.

Version history

VersionReleasedKey points
GPT-5.45 Mar 2026Unified model; 75% OSWorld (first past human baseline); $2.50/$15; mini/nano 17 Mar
GPT-5.523 Apr 2026Successor flagship; $5/$30
GPT-5.3Feb 2026Predecessor; GPT-5.3-Codex for agentic coding

FAQ

What is GPT-5.4?

GPT-5.4 is an OpenAI model released on 5 March 2026 that unified coding, reasoning and computer use into one model. It was OpenAI’s flagship until GPT-5.5 arrived on 23 April 2026, and remains widely used as the value option in the GPT-5 line.

How much does GPT-5.4 cost?

$2.50 per million input tokens and $15 per million output — half the price of GPT-5.5. The mini variant is roughly six times cheaper (~$0.40/$1.60), and GPT-5.4 Pro is $30/$180.

Is GPT-5.4 still worth using over GPT-5.5?

For cost- and latency-sensitive workloads, often yes. GPT-5.5 is more capable, but GPT-5.4 is half the price and leads the standardized public SWE-bench Pro leaderboard on value. Many developers kept using it after the upgrade for exactly this reason.

What is GPT-5.4 best at?

Computer use (75% on OSWorld, the first model past the human-expert baseline) and knowledge work (GDPval ~83%), plus strong, well-priced agentic coding.

What’s the context window?

About 1.1 million tokens, with up to 128,000 output tokens.


Last verified 18 June 2026. GPT-5.4’s headline benchmark figures are OpenAI-reported from the 5 March 2026 launch; the standardized SWE-bench Pro placement comes from the public leaderboard. Pricing and standing change quickly — confirm against OpenAI’s official pages before relying on them.