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A · open · DeepSeek

DeepSeek V3

DeepSeek

B · open · DeepSeek

DeepSeek V4.1 Flash

DeepSeek

1:6

overall capability wins (0 ties across 7 scored). DeepSeek V4.1 Flash leads overall.

  • Reasoning0:3
  • Coding0:1
  • Composite indices0:2
  • Pricing3:0
  • Specs1:2

Verdict

DeepSeek V4.1 Flash leads coding (widest gap: +16.1 on SciCode); DeepSeek V4.1 Flash offers ~7.8x larger context (1M vs 128K); DeepSeek V4.1 Flash allows ~46.9x more max output (384K vs 8K).

  • DeepSeek V4.1 Flash leads coding (widest gap: +16.1 on SciCode)
  • DeepSeek V4.1 Flash offers ~7.8x larger context (1M vs 128K)
  • DeepSeek V4.1 Flash allows ~46.9x more max output (384K vs 8K)

Cost for 1M in + 250K out

Illustrative chat workload at primary-provider list prices.

DeepSeek V3
$0.55
DeepSeek V4.1 Flash
$0.60

DeepSeek V3 is about 1.1x cheaper on this workload.

Price per 1M tokens

Full comparison

Organization

DeepSeek

DeepSeek

Family

DeepSeek

DeepSeek

License

MIT

MIT

Open weights

Yes

Yes

Release

Dec 26, 2024

Sep 10, 2026

Knowledge cutoff

-

-

API / provider

DeepSeek

DeepSeek

Modalities

text → text

text, image → text

Specs

Context window

128K

1M

B +872K

Max output

8K

384K

B +376K

Parameters

671B (37B act.)

552B (16B act.)

A +119

Pricing

Input $/1M

$0.27

$0.30

A +$0.03

Output $/1M

$1.10

$1.20

A +$0.10

Blended $/1M (3∶1)

$0.48

$0.52

A +$0.05

Speed

tok/s

80

-

—

TTFT (s)

0.4

-

—

Reasoning

MMLU-Pro

75.9

—

—

GPQA Diamond

55.7

—

—

Humanity's Last Exam

2.9

39.2

B +36.3 pts

AIME 2025

26.0

—

—

MATH-500

90.2

—

—

Humanity's Last Exam (with tools)

—

—

—

AA-Omniscience Accuracy

25.5

46.4

B +20.9 pts

AA-LCR v1.1

29.3

84.0

B +54.7 pts

CritPt

—

14.3

—

MMMU-Pro

—

77.0

—

IFBench

34.8

—

—

Chartography

—

—

—

Chartography (With Tools)

—

—

—

Coding

SWE-bench Verified

—

—

—

SWE-bench Pro

—

—

—

SWE-bench Multilingual

—

—

—

LiveCodeBench

49.6

—

—

Terminal-Bench 2.1

16.9

—

—

Aider Polyglot

55.1

—

—

Terminal-Bench 3

—

—

—

BigCodeBench

50.0

—

—

SciCode

35.8

51.9

B +16.1 pts

CursorBench

—

—

—

SWE-Rebench

23.3

—

—

NL2Repo-Bench

—

—

—

DeepSWE

—

—

—

WebDev Arena

—

1,620

—

Terminal-Bench 4.0

—

—

—

CursorBench 4.0

—

—

—

FrontierCode v1.1 (Main)

—

—

—

Arena

LMArena Elo

1,358

—

—

DeepSeek V3

Context
128K / 8K out
Parameters
671B (37B act.)
Price
$0.27 / $1.10
Speed
80 tok/s · 0.4s TTFT
Modalities
text → text
License
MIT

Original DeepSeek V3 MoE - the release that reset open-weight price/performance expectations.

DeepSeek V4.1 Flash

Context
1M / 384K out
Parameters
552B (16B act.)
Price
$0.30 / $1.20 peak · $0.15 / $0.60 off-peak
Speed
—
Modalities
text, image → text
License
MIT

New default DeepSeek Flash tier (Sep 10, 2026), the smallest model in a new Causal Encoder-Decoder architecture family: 552B total parameters activating 8B (prefill) / 16B (decode) per token, MIT-licensed weights on Hugging Face. Replaces DeepSeek-V4-Flash and V4-Flash-Vision-Exp, which are retired but still routed to this model for compatibility. DeepSeek's own reported numbers (GPQA Diamond 90.9, Terminal-Bench 2.1 90.6, text-only HLE 39.1) are self-measured and not directly comparable to this catalog's Artificial-Analysis-sourced cells. API pricing: $0.30 in / $1.20 out peak, $0.15 in / $0.60 out off-peak (per 1M tokens); off-peak cache-hit input is $0.003.

Benchmark charts

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

Reasoning & knowledge

HLE: B +36.3AA-LCR: B +54.7Omniscience Acc.: B +20.9

Coding

SciCode: B +16.1

Composite indices

AA Index: B +31.0AA Index v4.3: B +31.0

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