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A · open · DeepSeek

DeepSeek V4 Flash

DeepSeek

B · open · DeepSeek

DeepSeek V4 Pro

DeepSeek

5:14

overall capability wins (2 ties across 21 scored). DeepSeek V4 Pro leads overall.

  • Reasoning2:4
  • Coding2:4
  • Arena0:1
  • Agents0:3
  • Tool use1:1
  • Composite indices0:2
  • Pricing3:0
  • Speed2:0
  • Specs0:1

Verdict

DeepSeek V4 Pro leads coding (widest gap: +5.5 on DeepSWE); DeepSeek V4 Pro ranks higher on LMArena (+22 Elo); DeepSeek V4 Flash is ~3.1x cheaper on a blended token basis than DeepSeek V4 Pro.

  • DeepSeek V4 Pro leads coding (widest gap: +5.5 on DeepSWE)
  • DeepSeek V4 Pro ranks higher on LMArena (+22 Elo)
  • DeepSeek V4 Flash is ~3.1x cheaper on a blended token basis than DeepSeek V4 Pro

Cost for 1M in + 250K out

Illustrative chat workload at primary-provider list prices.

DeepSeek V4 Flash
$0.21
DeepSeek V4 Pro
$0.65

DeepSeek V4 Flash is about 3.1x cheaper on this workload.

Price per 1M tokens

Full comparison

Organization

DeepSeek

DeepSeek

Family

DeepSeek

DeepSeek

License

MIT

MIT

Open weights

Yes

Yes

Release

Apr 24, 2026

Apr 24, 2026

Knowledge cutoff

-

-

API / provider

DeepSeek

DeepSeek

Modalities

text → text

text → text

Specs

Context window

1M

1M

tie

Max output

384K

384K

tie

Parameters

284B (13B act.)

1.6T (49B act.)

B +1K

Pricing

Input $/1M

$0.14

$0.43

A +$0.29

Output $/1M

$0.28

$0.87

A +$0.59

Blended $/1M (3∶1)

$0.18

$0.54

A +$0.37

Speed

tok/s

120

85

A +35

TTFT (s)

0.25

0.4

A +0.15

Reasoning

MMLU-Pro

—

—

—

GPQA Diamond

89.4

88.8

A +0.6 pts

Humanity's Last Exam

34.8

37.5

B +2.7 pts

AIME 2025

—

—

—

MATH-500

—

—

—

Humanity's Last Exam (with tools)

—

—

—

AA-Omniscience Accuracy

36.8

43.0

B +6.2 pts

AA-LCR v1.1

74.3

74.7

B +0.4 pts

CritPt

7.1

12.9

B +5.8 pts

MMMU-Pro

—

—

—

IFBench

79.2

76.5

A +2.7 pts

Chartography

—

—

—

Chartography (With Tools)

—

—

—

Coding

SWE-bench Verified

—

—

—

SWE-bench Pro

—

—

—

SWE-bench Multilingual

—

—

—

LiveCodeBench

—

—

—

Terminal-Bench 2.1

61.8

64.0

B +2.2 pts

Aider Polyglot

—

—

—

Terminal-Bench 3

—

—

—

BigCodeBench

—

—

—

SciCode

45.3

50.8

B +5.5 pts

CursorBench

—

—

—

SWE-Rebench

38.4

41.4

B +3.0 pts

NL2Repo-Bench

39.4

38.5

A +0.9 pts

DeepSWE

7.3

12.8

B +5.5 pts

WebDev Arena

1,580

1,446

A +135 Elo

Terminal-Bench 4.0

—

—

—

CursorBench 4.0

—

—

—

FrontierCode v1.1 (Main)

—

—

—

Arena

LMArena Elo

1,436

1,457

B +22 Elo

DeepSeek V4 Flash

Context
1M / 384K out
Parameters
284B (13B act.)
Price
$0.14 / $0.28
Speed
120 tok/s · 0.25s TTFT
Modalities
text → text
License
MIT

Budget DeepSeek V4 API tier (Apr 2026 preview). Superseded by DeepSeek-V4-Flash-0731 (public beta), which re-post-trains the same architecture and reports far stronger agent benchmarks.

DeepSeek V4 Pro

Context
1M / 384K out
Parameters
1.6T (49B act.)
Price
$0.43 / $0.87
Speed
85 tok/s · 0.4s TTFT
Modalities
text → text
License
MIT

Open-weight frontier MoE - exceptional quality-per-dollar with MIT license and 1M context. Scores shown are the original preview; the GA 0813 release improves agentic coding substantially.

Benchmark charts

Winner bars are emphasized. Per-benchmark deltas sit above each chart.

Reasoning & knowledge

GPQA: A +0.6HLE: B +2.7CritPt: B +5.8AA-LCR: B +0.4Omniscience Acc.: B +6.2IFBench: A +2.7

Coding

TermBench: B +2.2SciCode: B +5.5SWE-Rebench: B +3.0NL2Repo: A +0.9DeepSWE: B +5.5WebDev Elo: A +135

Tool use & function calling

Toolathlon V.: B +6.2τ³-Banking: A +0.8

Agents & computer use

CyberGym: B +14.0ALE: B +0.7AutoBench: B +2.0

Arena

Arena Elo: B +22

Composite indices

AA Index: B +6.3AA Index v4.3: B +6.3

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