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GPT-5.4

openai·openai/gpt-5.4·BETA·Closed·gpt series
Agent-ready GPT for coding and computer-use workflows at a lower cost

GPT-5.4 by openai is offered by 45 providers on this page. Public prices are shown for 41 of them. Its official list price is $2.50 per 1M input tokens and $15.00 per 1M output tokens. The lowest paid channel is Xpersona at $0.75 / $6.00 per 1M, about 5.0× below the list price. That channel is a third-party gateway, so confirm its availability and rate limits before depending on it. It also has 1 free ($0) channel; free tiers usually carry rate limits, and subscription-covered access bills $0 per token only after the subscription fee.

Artificial Analysis rates it 39 on the Intelligence Index, with 71.1 for coding. Against its lowest blended price of $2.06 per 1M, that is roughly 19 index points per dollar, which is the value ratio the leaderboards rank on. Median output speed is 91 tokens per second, with 154.53s to the first token.

The context window is 1,050,000 tokens at the reference host, but hosts report different limits, from 400,000 to 1,050,000, so the usable window depends on the provider you pick. It supports reasoning, tool use, and structured output. Accepted input modalities are Text, Image, and PDF. Its training knowledge cuts off at 2025-08-31.

Specs & pricing

Input / output per 1M tokens
Official price·OpenAI
$2.50 / $15.00
Blended $5.63 · Cache read $0.25
Lowest paid·XpersonaGateway
$0.75 / $6.00
Blended $2.06 · 5× spread
1 more $0 channels
Context
1,050,000
Output limit
128,000
Knowledge cutoff
2025-08-31
Released / updated
2026-03-05 / 2026-03-05
Capabilities
✓ Reasoning✓ Tool use✓ Structured output✓ Temperature✓ Attachments
Modalities
TextImagePDF

Quality & performanceArtificial Analysis · Intelligence Index v4.3 · rep. tier Xhigh

Intelligence39
Value19
Coding71.1
Agentic—
Output speed91 tok/s
TTFT154.53 s
Value formulaIQ 39 ÷ min blended $2.063 = 19
Reasoning tier → intelligence / speed (higher tier = stronger but slower)
Non-reasoningIQ 18.2 · 63 tok/s
LowIQ 27.6 · 65 tok/s
XhighIQ 39 · 91 tok/s

Quality is independently evaluated by Artificial Analysis. Speed/latency are model-level medians.

Available at 45 providers41 with public prices · 1 free

ProviderTierInputOutputCache readCache writeContextOutput limitStatus
UnoRouter
gpt-5.4:free
GatewayFree——1,050,000128,000
XpersonaGateway$0.75$6.00$0.075—1,050,000128,000
UnoRouterGateway$1.80$10.80——1,050,000128,000
OfoxGateway$2.00$12.00$0.20—1,050,000128,000
PoeGateway$2.20$14.00$0.22—1,050,000128,000
Perplexity AgentGateway$2.50$15.00$0.25—1,050,000128,000
NanoGPTGateway$2.50$15.00$0.25—1,050,000128,000
NEAR AI CloudGateway$2.50
tiered >272K: $5.00
$15.00$0.25—1,050,000128,000
Databricks
databricks-gpt-5-4
Cloud$2.50
tiered >272K: $5.00
$15.00$0.25—1,050,000128,000
Kilo GatewayGateway$2.50$15.00$0.25—1,050,000128,000
OpenAIOfficialFirst-party$2.50
tiered >272K: $5.00
$15.00$0.25—1,050,000128,000

Sorted by blended price (input×0.75 + output×0.25) asc. The official channel always shows regardless of rank. Whether a gateway's low price is actually usable can't be verified.

Reasoning control

effort = loweffort = mediumeffort = higheffort = xhigheffort = maxeffort = noneeffort = minimal

Interleaved thinking (reasoning between tool calls) is declared by 3 of 45 providers.

3 / 45 providers expose no reasoning control (reasoning_options: []).

Experimental modes7 items

ModeProviderInputOutputCache readCache write
fastDatabricks$5.00$30.00$0.50—
fastOrcaRouter$5.00$30.00$0.50—
fastAIHubMix$5.00$30.00$0.50—
fastMerge Gateway$5.00$30.00$0.50—
fastOpenAI$5.00$30.00$0.50—
fastSnowflake Cortex$5.00$30.00$0.50—
fastAnyAPI$5.00$30.00$0.50—

Your usage cost

1Xpersona$369.00
2Ofox$784.00
3UnoRouter$900.00
4Poe$902.40
5Perplexity Agent$980.00
6NanoGPT$980.00
33OpenAI · Official$980.00

1 more channels offer $0 (UnoRouter); free tiers usually have rate limits and no SLA, excluded from ranking.

Switch to Xpersona to save $611.00/mo (62%)
Note: this is a gateway; verify availability and rate limits yourself.

Price historyone sample accumulated per data sync

Input listOutput listMin blended
$15.00$02026-08-052026-08-132026-08-05 · Input list $2.502026-08-06 · Input list $2.502026-08-07 · Input list $2.502026-08-08 · Input list $2.502026-08-09 · Input list $2.502026-08-10 · Input list $2.502026-08-11 · Input list $2.502026-08-12 · Input list $2.502026-08-13 · Input list $2.502026-08-05 · Output list $15.002026-08-06 · Output list $15.002026-08-07 · Output list $15.002026-08-08 · Output list $15.002026-08-09 · Output list $15.002026-08-10 · Output list $15.002026-08-11 · Output list $15.002026-08-12 · Output list $15.002026-08-13 · Output list $15.002026-08-05 · Min blended $2.062026-08-06 · Min blended $2.062026-08-07 · Min blended $2.062026-08-08 · Min blended $2.062026-08-09 · Min blended $2.062026-08-10 · Min blended $2.062026-08-11 · Min blended $2.062026-08-12 · Min blended $2.062026-08-13 · Min blended $2.06

Benchmark25 items

NameConditionsScoreMetricSource
SWE-Bench Prodataset: public59.1resolve rateSource ↗
SWE-Atlas Codebase QnAharness: Codex40.8scoreSource ↗
SWE-Atlas Codebase QnAharness: Mini-SWE-Agent36.3scoreSource ↗
SWE-Atlas Refactoringharness: Codex44.29scoreSource ↗
SWE-Atlas Test Writingharness: Codex CLI44.36scoreSource ↗
SWE-Atlas Test Writingharness: Mini-SWE-Agent40scoreSource ↗
Artificial Analysis Coding Agent Indexharness: Codex · variant: medium53.6average pass@1Source ↗
SWE-Atlas Codebase QnAharness: Codex · variant: medium72.4pass@1Source ↗
SWE-Bench Proharness: Codex · variant: medium · dataset: hard-aa18.4pass@1Source ↗
Terminal-Benchharness: Codex · variant: medium · v2.169.8pass@1Source ↗
Artificial Analysis Coding Agent Indexharness: Cursor CLI · variant: medium52.2average pass@1Source ↗
SWE-Atlas Codebase QnAharness: Cursor CLI · variant: medium72.9pass@1Source ↗
SWE-Bench Proharness: Cursor CLI · variant: medium · dataset: hard-aa18.9pass@1Source ↗
Terminal-Benchharness: Cursor CLI · variant: medium · v2.164.7pass@1Source ↗
Terminal-Benchv2.075.1success rateSource ↗
GPQA Diamond—92.8accuracySource ↗
Humanity's Last Examvariant: no tools39.8accuracySource ↗
Humanity's Last Examvariant: with tools52.1accuracySource ↗
OSWorld-Verified—75success rateSource ↗
BrowseComp—82.7accuracySource ↗
GDPval—83wins or tiesSource ↗
ARC-AGI-2variant: Verified73.3accuracySource ↗
FrontierMathdataset: Tier 1-347.6accuracySource ↗
FrontierMathdataset: Tier 427.1accuracySource ↗
MMMU Provariant: no tools81.2accuracySource ↗

The same benchmark scores very differently across harness / dataset, so the qualifying conditions must be shown together.

Artificial Analysis evaluations8 items

GPQA Diamond92.0%
Humanity's Last Exam43.7%
Terminal-Bench Hard57.6%
Terminal-Bench 2.178.3%
τ²-Bench Telecom87.1%
τ³-Bench Banking39.6%
AA-LCR82.0%
IFBench74.0%

Individual evaluations run by Artificial Analysis, on the same reasoning tier as the intelligence score above. Each benchmark has its own task set and harness, so rows are not comparable with one another. The Intelligence Index above draws on a different, newer set of evaluations.

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Data partly from models.dev (MIT) · OpenAI official docs ↗