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DeepSeek R1vsGPT-4o

DeepSeek R1 leads 4 of 4 shared benchmarks. Both offer a 128K-token context window.

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

Shared benchmarks
4 – 0
DeepSeek R1 leads
Cheaper per token
list price, input + output
Larger context
Tie
both 128K tokens
Provider uptime (30d)
100% · 95.3623%
DeepSeek · OpenAI
DeepSeek R1
DeepSeek · released 2025-01-20
text
Context
128K
Max out
33K
Input /1M
Output /1M
Cached /1M
Scores
8 · 7 core
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
Quality

Benchmark matrix

BenchmarkDeepSeek R1GPT-4oΔEdge
Reported by both · 4
GPQA Diamond71.5% 46% +25.5 ptDeepSeek R1
MMLU90.8% 85.7% +5.1 ptDeepSeek R1
AIME 202570% matharena11.7% matharena+58.3 ptDeepSeek R1
OTIS Mock AIME 2024-2025 (Epoch AI run)53.3% epoch6.4% epoch+46.9 ptDeepSeek R1
Only DeepSeek R1 reports · 3
SWE-bench Verified49.2% not reported
MMLU-Pro84% not reported
LMArena Elo1372.6 not reported
Only GPT-4o reports · 4
AIME 2024not reported13.1%
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported0.4% epoch
SimpleQA Verifiednot reported26% epoch
SWE-bench Verified (Epoch AI run)not reported31% 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 R1 minus GPT-4o 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 R1GPT-4oEdge
Context window128K tokens128K tokensTie
Max output33K tokens16K tokensDeepSeek R1
Input price / 1M$2.5
Output price / 1M$10
Cached input / 1M$1.25
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$12.5
Modalitiestexttext · visionGPT-4o
Released2025-01-202024-05-13
Cited benchmark scores89
Reliability

Provider status

All providers
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Which one wins on your data?

Public benchmarks are a starting point. Run DeepSeek R1 and GPT-4o on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.