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Compare / head-to-head

GPT-4ovsGPT-5.2 Pro

GPT-5.2 Pro leads 3 of 3 shared benchmarks. GPT-4o is 15.1x cheaper per token. GPT-5.2 Pro has the larger context window (400K tokens).

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

Shared benchmarks
0 – 3
GPT-5.2 Pro leads
Cheaper per token
GPT-4o
15.1x cheaper, input + output
Larger context
GPT-5.2 Pro
400K tokens
Provider uptime (30d)
94.8052%
OpenAI
GPT-4o
OpenAI · released 2024-05-13
textvision
Context
128K
Max out
16K
Input /1M
$2.5
Output /1M
$10
Cached /1M
$1.25
Scores
9 · 8 core
GPT-5.2 Pro
OpenAI · released 2025-12-11
textvision
Context
400K
Max out
128K
Input /1M
$21
Output /1M
$168
Cached /1M
Scores
10 · 6 core
Quality

Benchmark matrix

BenchmarkGPT-4oGPT-5.2 ProΔEdge
Reported by both · 3
GPQA Diamond46% 93.2% -47.2 ptGPT-5.2 Pro
AIME 202511.7% matharena100% -88.3 ptGPT-5.2 Pro
FrontierMath Tiers 1-3 v2 (Epoch AI run)0.4% epoch74% epoch-73.6 ptGPT-5.2 Pro
Only GPT-4o reports · 5
MMLU85.7% not reported
AIME 202413.1% not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)6.4% epochnot reported
SimpleQA Verified26% epochnot reported
SWE-bench Verified (Epoch AI run)31% epochnot reported
Only GPT-5.2 Pro reports · 7
Humanity's Last Exam (no tools)not reported36.6%
ARC-AGI-1 (Verified)not reported90.5%
ARC-AGI-2 (Verified)not reported54.2%
BrowseCompnot reported77.9%
FrontierMath Tier 4 v2 (Epoch AI run)not reported46% epoch
GDPval (wins or ties)not reported74.1%
Humanity's Last Exam (with tools)not reported50%
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-4o minus GPT-5.2 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

SpecGPT-4oGPT-5.2 ProEdge
Context window128K tokens400K tokensGPT-5.2 Pro
Max output16K tokens128K tokensGPT-5.2 Pro
Input price / 1M$2.5 $21 GPT-4o
Output price / 1M$10 $168 GPT-4o
Cached input / 1M$1.25
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$12.5$189GPT-4o
Modalitiestext · visiontext · visionTie
Released2024-05-132025-12-11
Cited benchmark scores910
Reliability

OpenAI status

All providers
More matchups

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Public benchmarks are a starting point. Run GPT-4o and GPT-5.2 Pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.