ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

GPT-4ovso3-pro

GPT-4o and o3-pro do not yet share a public benchmark, so quality cannot be compared apples-to-apples. GPT-4o is 8x cheaper per token. o3-pro has the larger context window (200K tokens).

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

Shared benchmarks
0
no overlap yet
Cheaper per token
GPT-4o
8x cheaper, input + output
Larger context
o3-pro
200K tokens
Provider uptime (30d)
94.2446%
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
o3-pro
OpenAI · released 2025-06-10
textvision
Context
200K
Max out
100K
Input /1M
$20
Output /1M
$80
Cached /1M
Scores
0 · 0 core
Quality

Benchmark matrix

BenchmarkGPT-4oo3-proΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only GPT-4o reports · 8
GPQA Diamond46% not reported
MMLU85.7% not reported
AIME 202511.7% matharenanot reported
AIME 202413.1% not reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)0.4% epochnot 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 o3-pro reports · 0
o3-pro reports nothing GPT-4o does not.
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 o3-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-4oo3-proEdge
Context window128K tokens200K tokenso3-pro
Max output16K tokens100K tokenso3-pro
Input price / 1M$2.5 $20 GPT-4o
Output price / 1M$10 $80 GPT-4o
Cached input / 1M$1.25
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$12.5$100GPT-4o
Modalitiestext · visiontext · visionTie
Released2024-05-132025-06-10
Cited benchmark scores90
Reliability

OpenAI status

All providers
More matchups

GPT-4o vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run GPT-4o and o3-pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.