Model Comparison

OpenAI GPT-5.4 Pro vs OpenAI GPT-5.4

Compare the listed model data for OpenAI GPT-5.4 Pro by OpenAI and OpenAI GPT-5.4 by OpenAI. Benchmark and pricing records are not a controlled test and may change.

Data last updated: 2026-10-16. Verify current model details with each provider.

What the listed data says

OpenAI GPT-5.4 Pro: 128K tokens; OpenAI GPT-5.4: 128K tokens. The listed context-window values are equal. OpenAI GPT-5.4 Pro is listed for coding, reasoning, vision, multimodal input, agentic workflows, long-context tasks; OpenAI GPT-5.4 is listed for coding, reasoning, vision, multimodal input, agentic workflows, long-context tasks. Shared catalog benchmark entries: MMLU: OpenAI GPT-5.4 Pro 93.5%; OpenAI GPT-5.4 91.8%; HumanEval: OpenAI GPT-5.4 Pro 94.3%; OpenAI GPT-5.4 92.4%; MATH: OpenAI GPT-5.4 Pro 93.8%; OpenAI GPT-5.4 91.5%; GPQA Diamond: OpenAI GPT-5.4 Pro 86.2%; OpenAI GPT-5.4 83.1%. These records are reference data, not a controlled head-to-head test; verify current pricing and specifications with each provider.

Catalog source links

Use these model and provider links to verify current specifications, pricing, and availability.

Computed differences from catalog data

  • The listed context windows are 128K tokens and 128K tokens; the larger is 1× the smaller.
  • On shared numeric benchmark entries, MMLU: OpenAI GPT-5.4 Pro − OpenAI GPT-5.4 = +1.7 percentage points (93.5% vs 91.8%); HumanEval: OpenAI GPT-5.4 Pro − OpenAI GPT-5.4 = +1.9 percentage points (94.3% vs 92.4%); MATH: OpenAI GPT-5.4 Pro − OpenAI GPT-5.4 = +2.3 percentage points (93.8% vs 91.5%); GPQA Diamond: OpenAI GPT-5.4 Pro − OpenAI GPT-5.4 = +3.1 percentage points (86.2% vs 83.1%).
  • The first listed parameter quantities are ~220B+ MoE (professional tier, exact size proprietary) and ~175B+ (standard tier, exact size proprietary); the larger quantity is 1.26× the smaller. Total and active MoE parameters are not directly equivalent.
  • A release-date gap cannot be calculated from the catalog values (OpenAI GPT-5.4 Pro: 2026; OpenAI GPT-5.4: 2026).

Cost example: 1M input and 1M output tokens

Using only the catalog's listed per-million-token rates, 1M input plus 1M output tokens costs about $25 for OpenAI GPT-5.4 Pro and $12.5 for OpenAI GPT-5.4. This excludes provider-specific discounts, caching, and other fees.

Choose OpenAI GPT-5.4 Pro if…

Choose OpenAI GPT-5.4 Pro when your task aligns with catalog-listed uses or strengths such as Enterprise software engineering requiring complex multi-file project management, Advanced data analysis, financial modeling, and quantitative research, Multimodal business intelligence: combining documents, charts, and data, Legal and compliance document analysis at scale.

Choose OpenAI GPT-5.4 if…

Choose OpenAI GPT-5.4 when your task aligns with catalog-listed uses or strengths such as General professional coding, writing, and analysis at scale, Content creation: marketing copy, blog posts, product descriptions, Customer-facing chatbots requiring reliable, broad-knowledge responses, Educational tutoring and learning assistance applications.

OpenAI GPT-5.4 Pro

Browse OpenAI models

OpenAI GPT-5.4 Pro — professional-grade reasoning and coding with extended context and enhanced accuracy.

Parameters: ~220B+ MoE (professional tier, exact size proprietary)

Context: 128K tokens

Catalog pricing: Via LITHOVEX AI free. OpenAI API: premium pricing.

OpenAI Coding · Reasoning · Vision · Multimodal · Agentic · Long Context

View OpenAI GPT-5.4 Pro model profile

OpenAI GPT-5.4

Browse OpenAI models

OpenAI GPT-5.4 — highly capable general-purpose model with strong reasoning, code generation, and multimodal understanding.

Parameters: ~175B+ (standard tier, exact size proprietary)

Context: 128K tokens

Catalog pricing: Via LITHOVEX AI free. OpenAI API: premium pricing.

OpenAI Coding · Reasoning · Vision · Multimodal · Agentic · Long Context

View OpenAI GPT-5.4 model profile

Feature Comparison — OpenAI GPT-5.4 Pro vs OpenAI GPT-5.4

Catalog specifications for OpenAI GPT-5.4 Pro and OpenAI GPT-5.4
Specification OpenAI GPT-5.4 Pro OpenAI GPT-5.4
Provider OpenAI OpenAI
Parameters ~220B+ MoE (professional tier, exact size proprietary) ~175B+ (standard tier, exact size proprietary)
Context window 128K tokens 128K tokens
Maximum output Not listed Not listed
Catalog pricing Via LITHOVEX AI free. OpenAI API: premium pricing. Via LITHOVEX AI free. OpenAI API: premium pricing.
Listed input/output cost per 1M tokens input $5, output $20 per 1M tokens input $2.5, output $10 per 1M tokens
License Proprietary Proprietary
Coding support Listed Listed
Reasoning support Listed Listed
Vision input Listed Listed
Multimodal Listed Listed
Open weights No No
Benchmark: MMLU 93.5% 91.8%
Benchmark: HumanEval 94.3% 92.4%
Benchmark: MATH 93.8% 91.5%
Benchmark: GPQA Diamond 86.2% 83.1%

Figures are transcribed from LITHOVEX model records. Benchmark versions and evaluation setups may differ; pricing and specifications can change. Check each provider's current documentation before making a decision.

Frequently Asked Questions

What is different between OpenAI GPT-5.4 Pro and OpenAI GPT-5.4?
OpenAI GPT-5.4 Pro: 128K tokens; OpenAI GPT-5.4: 128K tokens. The listed context-window values are equal. OpenAI GPT-5.4 Pro is listed for coding, reasoning, vision, multimodal input, agentic workflows, long-context tasks; OpenAI GPT-5.4 is listed for coding, reasoning, vision, multimodal input, agentic workflows, long-context tasks. Shared catalog benchmark entries: MMLU: OpenAI GPT-5.4 Pro 93.5%; OpenAI GPT-5.4 91.8%; HumanEval: OpenAI GPT-5.4 Pro 94.3%; OpenAI GPT-5.4 92.4%; MATH: OpenAI GPT-5.4 Pro 93.8%; OpenAI GPT-5.4 91.5%; GPQA Diamond: OpenAI GPT-5.4 Pro 86.2%; OpenAI GPT-5.4 83.1%. These records are reference data, not a controlled head-to-head test; verify current pricing and specifications with each provider.
What benchmark values are listed for OpenAI GPT-5.4 Pro and OpenAI GPT-5.4?
MMLU: OpenAI GPT-5.4 Pro 93.5%; OpenAI GPT-5.4 91.8%; HumanEval: OpenAI GPT-5.4 Pro 94.3%; OpenAI GPT-5.4 92.4%; MATH: OpenAI GPT-5.4 Pro 93.8%; OpenAI GPT-5.4 91.5%; GPQA Diamond: OpenAI GPT-5.4 Pro 86.2%; OpenAI GPT-5.4 83.1%. The catalog values may use different versions and evaluation setups, so they are reference points rather than a controlled head-to-head result.
Which model has the larger listed context window?
OpenAI GPT-5.4 Pro: 128K tokens; OpenAI GPT-5.4: 128K tokens. The listed context-window values are equal.
What are the listed costs per million tokens for OpenAI GPT-5.4 Pro and OpenAI GPT-5.4?
OpenAI GPT-5.4 Pro: input $5, output $20 per 1M tokens (Via LITHOVEX AI free. OpenAI API: premium pricing.). OpenAI GPT-5.4: input $2.5, output $10 per 1M tokens (Via LITHOVEX AI free. OpenAI API: premium pricing.). Where separate numeric input and output rates are available, the worked example uses 1M input plus 1M output tokens. Confirm current terms with each provider.
How far apart are the listed release dates for OpenAI GPT-5.4 Pro and OpenAI GPT-5.4?
The catalog lists OpenAI GPT-5.4 Pro as 2026 and OpenAI GPT-5.4 as 2026; a release-date gap cannot be calculated from both records.
When was the comparison data last updated?
The model catalog records 2026-10-16 as its data update date. Provider specifications and prices may have changed since then.
How should I choose between OpenAI GPT-5.4 Pro and OpenAI GPT-5.4?
Compare the listed specifications and capabilities, review the benchmark notes, then test both with the same representative prompt for your task. This page does not claim a universal winner.

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