ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

GPT-5.1vso3-pro

GPT-5.1 and o3-pro do not yet share a public benchmark, so quality cannot be compared apples-to-apples. GPT-5.1 is 8.9x cheaper per token. GPT-5.1 has the larger context window (400K 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-5.1
8.9x cheaper, input + output
Larger context
GPT-5.1
400K tokens
Provider uptime (30d)
94.2446%
OpenAI
GPT-5.1
OpenAI · released 2025-11-13
textvision
Context
400K
Max out
128K
Input /1M
$1.25
Output /1M
$10
Cached /1M
$0.125
Scores
6 · 6 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-5.1o3-proΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only GPT-5.1 reports · 6
GPQA Diamond87.6% epochnot reported
AIME 202594.2% matharenanot reported
LMArena Elo1422.6 not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)88.6% epochnot reported
SimpleQA Verified48% epochnot reported
SWE-bench Verified (Epoch AI run)68% epochnot reported
Only o3-pro reports · 0
o3-pro reports nothing GPT-5.1 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-5.1 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-5.1o3-proEdge
Context window400K tokens200K tokensGPT-5.1
Max output128K tokens100K tokensGPT-5.1
Input price / 1M$1.25 $20 GPT-5.1
Output price / 1M$10 $80 GPT-5.1
Cached input / 1M$0.125
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$11.25$100GPT-5.1
Modalitiestext · visiontext · visionTie
Released2025-11-132025-06-10
Cited benchmark scores60
Reliability

OpenAI status

All providers
Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run GPT-5.1 and o3-pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.