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A · open · DeepSeek

DeepSeek R1-0528

DeepSeek

B · open · DeepSeek

DeepSeek V4 Flash

DeepSeek

1:11

overall capability wins (0 ties across 12 scored). DeepSeek V4 Flash leads overall.

  • Reasoning0:6
  • Coding0:2
  • Arena0:1
  • Pricing0:3
  • Speed0:2
  • Specs1:2

Verdict

DeepSeek V4 Flash leads coding (widest gap: +16.1 on SWE-Rebench); DeepSeek V4 Flash ranks higher on LMArena (+14 Elo); DeepSeek V4 Flash offers ~6.1x larger context (1M vs 164K).

  • DeepSeek V4 Flash leads coding (widest gap: +16.1 on SWE-Rebench)
  • DeepSeek V4 Flash ranks higher on LMArena (+14 Elo)
  • DeepSeek V4 Flash offers ~6.1x larger context (1M vs 164K)
  • DeepSeek V4 Flash allows ~6.0x more max output (384K vs 64K)
  • DeepSeek V4 Flash is ~5.2x cheaper on a blended token basis than DeepSeek R1-0528

Cost for 1M in + 250K out

Illustrative chat workload at primary-provider list prices.

DeepSeek R1-0528
$1.04
DeepSeek V4 Flash
$0.21

DeepSeek V4 Flash is about 4.9x cheaper on this workload.

Price per 1M tokens

Full comparison

Organization

DeepSeek

DeepSeek

Family

DeepSeek

DeepSeek

License

MIT

MIT

Open weights

Yes

Yes

Release

May 28, 2025

Apr 24, 2026

Knowledge cutoff

-

-

API / provider

DeepSeek

DeepSeek

Modalities

text → text

text → text

Specs

Context window

164K

1M

B +836K

Max output

64K

384K

B +320K

Parameters

671B (37B act.)

284B (13B act.)

A +387

Pricing

Input $/1M

$0.50

$0.14

B +$0.36

Output $/1M

$2.15

$0.28

B +$1.87

Blended $/1M (3∶1)

$0.91

$0.18

B +$0.74

Speed

tok/s

50

120

B +70

TTFT (s)

1

0.25

B +0.75

Reasoning

MMLU-Pro

85.0

—

—

GPQA Diamond

81.3

89.4

B +8.1 pts

Humanity's Last Exam

15.8

34.8

B +19.0 pts

AIME 2025

87.5

—

—

MATH-500

98.3

—

—

Humanity's Last Exam (with tools)

—

—

—

AA-Omniscience Accuracy

30.5

36.8

B +6.3 pts

AA-LCR v1.1

55.7

74.3

B +18.6 pts

CritPt

1.4

7.1

B +5.7 pts

MMMU-Pro

—

—

—

IFBench

39.6

79.2

B +39.6 pts

Chartography

—

—

—

Chartography (With Tools)

—

—

—

Coding

SWE-bench Verified

57.6

—

—

SWE-bench Pro

—

—

—

SWE-bench Multilingual

—

—

—

LiveCodeBench

84.4

—

—

Terminal-Bench 2.1

—

61.8

—

Aider Polyglot

71.4

—

—

Terminal-Bench 3

—

—

—

BigCodeBench

—

—

—

SciCode

40.3

45.3

B +5.0 pts

CursorBench

—

—

—

SWE-Rebench

22.3

38.4

B +16.1 pts

NL2Repo-Bench

—

39.4

—

DeepSWE

—

7.3

—

WebDev Arena

—

1,580

—

Terminal-Bench 4.0

—

—

—

CursorBench 4.0

—

—

—

FrontierCode v1.1 (Main)

—

—

—

Arena

LMArena Elo

1,421

1,436

B +14 Elo

DeepSeek R1-0528

Context
164K / 64K out
Parameters
671B (37B act.)
Price
$0.50 / $2.15
Speed
50 tok/s · 1s TTFT
Modalities
text → text
License
MIT

Updated R1 reasoning checkpoint - strong math/STEM with explicit chain-of-thought.

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.

Benchmark charts

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

Reasoning & knowledge

GPQA: B +8.1HLE: B +19.0CritPt: B +5.7AA-LCR: B +18.6Omniscience Acc.: B +6.3IFBench: B +39.6

Coding

SciCode: B +5.0SWE-Rebench: B +16.1

Arena

Arena Elo: B +14

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