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Compare / head-to-head

Gemini 3 Flash PreviewvsGPT-5.4 Pro

GPT-5.4 Pro leads 4 of 5 shared benchmarks. GPT-5.4 Pro has the larger context window (1.1M tokens).

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

Shared benchmarks
1 – 4
GPT-5.4 Pro leads
Cheaper per token
list price, input + output
Larger context
GPT-5.4 Pro
1.1M tokens
Provider uptime (30d)
100% · 94.2446%
Google · OpenAI
Gemini 3 Flash Preview
Google · released 2025-12-17
textvisionaudio
Context
1.0M
Max out
66K
Input /1M
Output /1M
Cached /1M
Scores
13 · 9 core
GPT-5.4 Pro
OpenAI · released 2026-03-05
textvision
Context
1.1M
Max out
128K
Input /1M
$30
Output /1M
$180
Cached /1M
Scores
13 · 8 core
Quality

Benchmark matrix

BenchmarkGemini 3 Flash PreviewGPT-5.4 ProΔEdge
Reported by both · 5
GPQA Diamond90.4% 94.4% -4 ptGPT-5.4 Pro
Humanity's Last Exam (no tools)33.7% 42.7% -9 ptGPT-5.4 Pro
FrontierMath Tier 4 v2 (Epoch AI run)17.1% epoch58.5% epoch-41.4 ptGPT-5.4 Pro
FrontierMath Tiers 1-3 v2 (Epoch AI run)51.2% epoch82.5% epoch-31.3 ptGPT-5.4 Pro
SimpleQA Verified68.7% 46.3% epoch+22.4 ptGemini 3 Flash Preview
Only Gemini 3 Flash Preview reports · 6
SWE-bench Verified78% not reported
AIME 202595.2% not reported
MMMU-Pro81.2% not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)95.6% epochnot reported
SWE-bench Verified (Epoch AI run)75.4% epochnot reported
Terminal-Bench 2.047.6% not reported
Only GPT-5.4 Pro reports · 7
ARC-AGI-1 (Verified)not reported94.5%
ARC-AGI-2 (Verified)not reported83.3%
BrowseCompnot reported89.3%
FrontierMath Tier 1-3not reported50%
FrontierMath Tier 4not reported38%
GDPval (wins or ties)not reported82%
Humanity's Last Exam (with tools)not reported58.7%
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 Gemini 3 Flash Preview minus GPT-5.4 Pro 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

SpecGemini 3 Flash PreviewGPT-5.4 ProEdge
Context window1.0M tokens1.1M tokensGPT-5.4 Pro
Max output66K tokens128K tokensGPT-5.4 Pro
Input price / 1M$30
Output price / 1M$180
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$210
Modalitiestext · vision · audiotext · visionGemini 3 Flash Preview
Released2025-12-172026-03-05
Cited benchmark scores1313
Reliability

Provider status

All providers
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Public benchmarks are a starting point. Run Gemini 3 Flash Preview and GPT-5.4 Pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.