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Compare / head-to-head

DeepSeek V3.2vsGPT-5.1

GPT-5.1 leads 2 of 3 shared benchmarks. 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
1 – 2
GPT-5.1 leads
Cheaper per token
list price, input + output
Larger context
GPT-5.1
400K tokens
Provider uptime (30d)
100% · 94.8387%
DeepSeek · OpenAI
DeepSeek V3.2
DeepSeek · released 2025-12-01
text
Context
131K
Max out
66K
Input /1M
Output /1M
Cached /1M
Scores
8 · 7 core
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
Quality

Benchmark matrix

BenchmarkDeepSeek V3.2GPT-5.1ΔEdge
Reported by both · 3
GPQA Diamond82.4% 87.6% epoch-5.2 ptGPT-5.1
AIME 202593.1% 94.2% matharena-1.1 ptGPT-5.1
LMArena Elo1424.8 1422.6 +2.2DeepSeek V3.2
Only DeepSeek V3.2 reports · 4
SWE-bench Verified73.1% not reported
MMLU-Pro85% not reported
AIME 202694.2% matharenanot reported
Humanity's Last Exam (no tools)25.1% not reported
Only GPT-5.1 reports · 3
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported88.6% epoch
SimpleQA Verifiednot reported48% epoch
SWE-bench Verified (Epoch AI run)not reported68% epoch
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 DeepSeek V3.2 minus GPT-5.1 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

SpecDeepSeek V3.2GPT-5.1Edge
Context window131K tokens400K tokensGPT-5.1
Max output66K tokens128K tokensGPT-5.1
Input price / 1M$1.25
Output price / 1M$10
Cached input / 1M$0.125
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$11.25
Modalitiestexttext · visionGPT-5.1
Released2025-12-012025-11-13
Cited benchmark scores86
Reliability

Provider status

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

Public benchmarks are a starting point. Run DeepSeek V3.2 and GPT-5.1 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.