ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

GPT-5.4vsGPT-5 mini

GPT-5.4 leads 6 of 6 shared benchmarks. GPT-5 mini is 7.8x cheaper per token. GPT-5.4 has the larger context window (1.1M tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
6 – 0
GPT-5.4 leads
Cheaper per token
GPT-5 mini
7.8x cheaper, input + output
Larger context
GPT-5.4
1.1M tokens
Provider uptime (30d)
94.2446%
OpenAI
GPT-5.4
OpenAI · released 2026-03-05
textvision
Context
1.1M
Max out
128K
Input /1M
$2.5
Output /1M
$15
Cached /1M
$0.25
Scores
21 · 11 core
GPT-5 mini
OpenAI · released 2025-08-07
textvision
Context
400K
Max out
128K
Input /1M
$0.25
Output /1M
$2
Cached /1M
$0.025
Scores
9 · 8 core
Quality

Benchmark matrix

BenchmarkGPT-5.4GPT-5 miniΔEdge
Reported by both · 6
GPQA Diamond92.8% 81.6% +11.2 ptGPT-5.4
FrontierMath Tier 4 v2 (Epoch AI run)49% epoch12.2% epoch+36.8 ptGPT-5.4
FrontierMath Tiers 1-3 v2 (Epoch AI run)78.6% epoch46.7% epoch+31.9 ptGPT-5.4
OTIS Mock AIME 2024-2025 (Epoch AI run)97.8% epoch86.7% epoch+11.1 ptGPT-5.4
SimpleQA Verified45.1% epoch21.6% epoch+23.5 ptGPT-5.4
SWE-bench Verified (Epoch AI run)76.9% epoch64.7% epoch+12.2 ptGPT-5.4
Only GPT-5.4 reports · 14
AIME 202699.2% matharenanot reported
Humanity's Last Exam (no tools)39.8% not reported
LMArena Elo1452.6 not reported
BrowseComp82.7% not reported
GDPval (wins or ties)83% not reported
Humanity's Last Exam (with tools)52.1% not reported
MCP Atlas67.2% not reported
MMMU-Pro (no tools)81.2% not reported
MMMU-Pro (with tools)82.1% not reported
OSWorld-Verified75% not reported
SWE-Bench Pro57.7% not reported
Tau2-bench Telecom98.9% not reported
Terminal-Bench 2.075.1% not reported
Toolathlon54.6% not reported
Only GPT-5 mini reports · 2
SWE-bench Verifiednot reported71%
AIME 2025not reported87.5% matharena
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GPT-5.4 minus GPT-5 mini in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecGPT-5.4GPT-5 miniEdge
Context window1.1M tokens400K tokensGPT-5.4
Max output128K tokens128K tokensTie
Input price / 1M$2.5 $0.25 GPT-5 mini
Output price / 1M$15 $2 GPT-5 mini
Cached input / 1M$0.25 $0.025 GPT-5 mini
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$17.5$2.25GPT-5 mini
Modalitiestext · visiontext · visionTie
Released2026-03-052025-08-07
Cited benchmark scores219
Reliability

OpenAI status

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Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run GPT-5.4 and GPT-5 mini on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.