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DeepSeek V4 ProvsStep 3.7 Flash

DeepSeek V4 Pro leads 2 of 2 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
2 – 0
DeepSeek V4 Pro leads
Cheaper per token
list price, input + output
Larger context
DeepSeek V4 Pro
1M tokens
Provider uptime (30d)
100% · —
DeepSeek · StepFun
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
Step 3.7 Flash
StepFun · released 2026-05-29
textvision
Context
256K
Max out
Input /1M
Output /1M
Cached /1M
Scores
19 · 6 core
Quality

Benchmark matrix

BenchmarkDeepSeek V4 ProStep 3.7 FlashΔEdge
Reported by both · 2
AIME 202696.7% matharena95% matharena+1.7 ptDeepSeek V4 Pro
Terminal-Bench 2.187.9% 59.6% +28.3 ptDeepSeek V4 Pro
Only DeepSeek V4 Pro reports · 9
GPQA Diamond90.9% epochnot reported
LMArena Elo1450.6 not reported
DeepSWE v1.162.7% not reported
FrontierMath Tier 4 v2 (Epoch AI run)2.4% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)45.3% epochnot reported
Humanity's Last Exam (with tools)60% not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)96.7% epochnot reported
SimpleQA Verified47% epochnot reported
SWE-bench Verified (Epoch AI run)77.6% epochnot reported
Only Step 3.7 Flash reports · 17
SWE-bench Verifiednot reported76.5%
AA-LCRnot reported63.9%
BrowseCompnot reported75.8%
ClawEval v1.1not reported67.1%
DeepSearchQA Accuracynot reported81.7%
DeepSearchQA F1not reported92.8%
GDPval-Stirrupnot reported1415.8
GDPval-Stirrup Intelligence Indexnot reported45.8
HLE (with tools, text-only)not reported49.7%
HLE (with tools)not reported47.2%
ResearchRubricsnot reported71.7%
SimpleVQA (with tools)not reported79.2%
SWE-bench Multilingualnot reported72.4%
SWE-bench Pronot reported56.3%
Toolathlonnot reported49.5%
V* (with Python)not reported95.3%
WorldVQA (with visual search)not reported58.1%
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 DeepSeek V4 Pro minus Step 3.7 Flash 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 V4 ProStep 3.7 FlashEdge
Context window1M tokens256K tokensDeepSeek V4 Pro
Max output384K tokens
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
Modalitiestexttext · visionStep 3.7 Flash
Released2026-08-132026-05-29
Cited benchmark scores1119
Reliability

Provider status

All providers
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