Celon

GPT-5.4

ChatInput: TextInput: ImageInput: FileReleased Mar 5, 2026

Built by OpenAI · United States · openai.com

GPT-5.4 is OpenAI’s latest frontier model, unifying the Codex and GPT lines into a single system. It features a 1M+ token context window (922K input, 128K output) with support for...

How to use

model: "openai/gpt-5.4"

Cap quality here and save

Hard questions go to this model, easy ones drop to something cheaper. Set a savings target (0–0.8) and the router tunes itself until realized savings converge on it.

{
  "model": "celon/auto",
  "celon": {
    "anchor": "openai/gpt-5.4",
    "savings_target": 0.4
  }
}

Naming a model directly gets you that model — savings controls don't apply.

Context

400K

Max output

128K

Input $/1M

$2.50

Output $/1M

$15.00

Features

Image inputTool callingJSON

Serving providers

OpenAI

Providers

Price, latency, and uptime per provider serving this model. Celon routes each request to the fastest and cheapest of them. Click a row for regions and data policies.

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Performance

Benchmark quality scores, and measured speed per provider.

Quality

Epoch Capabilities IndexComposite over 50+ benchmarks
156.0
GPQA DiamondPhD-level science questions
93.3%
AIMECompetition mathematics
95.3%
FrontierMathResearch-level mathematics
47.6%
SWE-bench VerifiedReal GitHub issue resolution
76.9%
Terminal-BenchAgentic terminal tasks
81.8%
SciCodeScientific code generation
56.6%
ARC-AGI-2Abstract reasoning
74.0%
SimpleQA VerifiedFactual accuracy
44.8%
HLEHumanity's Last Exam
36.2%

At each model's best reasoning effort. Benchmarks it wasn't run on are omitted.

Speed

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