ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

GPT-4ovso3

o3 leads 6 of 6 shared benchmarks. o3 is 1.3x cheaper per token. o3 has the larger context window (200K tokens).

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

Shared benchmarks
0 – 6
o3 leads
Cheaper per token
o3
1.3x cheaper, input + output
Larger context
o3
200K tokens
Provider uptime (30d)
95.3079%
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
OpenAI · released 2025-04-16
textvision
Context
200K
Max out
100K
Input /1M
$2
Output /1M
$8
Cached /1M
$0.5
Scores
7 · 7 core
Quality

Benchmark matrix

BenchmarkGPT-4oo3ΔEdge
Reported by both · 6
GPQA Diamond46% 81.8% epoch-35.8 pto3
AIME 202511.7% matharena89.2% matharena-77.5 pto3
FrontierMath Tiers 1-3 v2 (Epoch AI run)0.4% epoch33.3% epoch-32.9 pto3
OTIS Mock AIME 2024-2025 (Epoch AI run)6.4% epoch84.4% epoch-78 pto3
SimpleQA Verified26% epoch49.4% epoch-23.4 pto3
SWE-bench Verified (Epoch AI run)31% epoch62.3% epoch-31.3 pto3
Only GPT-4o reports · 2
MMLU85.7% not reported
AIME 202413.1% not reported
Only o3 reports · 1
SWE-bench Verifiednot reported69.1%
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 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-4oo3Edge
Context window128K tokens200K tokenso3
Max output16K tokens100K tokenso3
Input price / 1M$2.5 $2 o3
Output price / 1M$10 $8 o3
Cached input / 1M$1.25 $0.5 o3
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$12.5$10o3
Modalitiestext · visiontext · visionTie
Released2024-05-132025-04-16
Cited benchmark scores97
Reliability

OpenAI status

All providers
More matchups

GPT-4o vs …

Built by Respan
Which one wins on your data?

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