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DeepSeek V3vsDeepSeek V4 Pro

DeepSeek V4 Pro leads 3 of 3 shared benchmarks. DeepSeek V4 Pro has the larger context window (1M tokens).

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

Shared benchmarks
0 – 3
DeepSeek V4 Pro leads
Cheaper per token
list price, input + output
Larger context
DeepSeek V4 Pro
1M tokens
Provider uptime (30d)
100%
DeepSeek
DeepSeek V3
DeepSeek · released 2024-12-26
text
Context
128K
Max out
8K
Input /1M
Output /1M
Cached /1M
Scores
8 · 7 core
DeepSeek V4 Pro
DeepSeek · released 2026-08-13
text
Context
1M
Max out
384K
Input /1M
$0.435
Output /1M
$0.87
Cached /1M
$0.004
Scores
11 · 9 core
Quality

Benchmark matrix

BenchmarkDeepSeek V3DeepSeek V4 ProΔEdge
Reported by both · 3
GPQA Diamond59.1% 90.9% epoch-31.8 ptDeepSeek V4 Pro
LMArena Elo1332.4 1450.6 -118.2DeepSeek V4 Pro
OTIS Mock AIME 2024-2025 (Epoch AI run)15.8% epoch96.7% epoch-80.9 ptDeepSeek V4 Pro
Only DeepSeek V3 reports · 4
SWE-bench Verified42% not reported
MMLU88.5% not reported
MMLU-Pro75.9% not reported
AIME 202525% matharenanot reported
Only DeepSeek V4 Pro reports · 8
AIME 2026not reported96.7% matharena
DeepSWE v1.1not reported62.7%
FrontierMath Tier 4 v2 (Epoch AI run)not reported2.4% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported45.3% epoch
Humanity's Last Exam (with tools)not reported60%
SimpleQA Verifiednot reported47% epoch
SWE-bench Verified (Epoch AI run)not reported77.6% epoch
Terminal-Bench 2.1not reported87.9%
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 minus DeepSeek V4 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

SpecDeepSeek V3DeepSeek V4 ProEdge
Context window128K tokens1M tokensDeepSeek V4 Pro
Max output8K tokens384K tokensDeepSeek V4 Pro
Input price / 1M$0.435
Output price / 1M$0.87
Cached input / 1M$0.004
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.31
ModalitiestexttextTie
Released2024-12-262026-08-13
Cited benchmark scores811
Reliability

DeepSeek status

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