DeepSeek
·Released on Apr 24, 2026

DeepSeek V4 Pro API Benchmarks, Pricing & Provider Data

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DeepSeek V4 Pro benchmark, API pricing, and provider data cover undefined API provider} other undefined API providers}}, with prices starting at $0.0020/request. DeepSeek V4 Pro free API options are available from undefined provider} other undefined providers}}. The page also shows measured API speed and first-token latency.

DeepSeek V4 Pro is the professional-tier DeepSeek V4 model, targeting frontier reasoning, coding, and agent workflows with maximum capability.

Quality
#43of 112
61.0
LMSpeed score
Speed
#60of 80
61char/s
9.90 s
Cost
#82of 186
$0.0020/ 1M · 8:1 in:out
$0.0003 in · $0.0017 out

Category Performance

Observed-capability estimates with uncertainty reported separately from independent benchmark families.

Coverage
5 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents50Coding46.9Reasoning54.5Knowledge52.6Math31.6Multilingual-Multimodal-Instruction following-
#1Reasoning54.5RatedGlobal rank #193/4 Measured dimensions
80% interval: 45.563.5
abstract logicPrior only
scientific causal61.4
gpqa · gpqa / hle · hle
multistep constraints54.1
mmlu_pro · mmlu_pro
evidence verification47.9
mrcr · mrcr1m
#2Knowledge52.6Provisional1/4 Measured dimensions
80% interval: 34.670.7
broad knowledgePrior only
professional knowledgePrior only
factuality52.6
simpleqa · simple_qa
retrieval open bookPrior only
#3Agents50Estimated2/4 Measured dimensions
80% interval: 39.560.6
planningPrior only
tool use50.4
mcp_atlas · mcp_atlas / toolathlon · toolathlon
environment execution49.7
browsecomp · browse_comp / terminalbench · benchlm_agentic_terminal_bench2
recovery reliabilityPrior only
#4Coding46.9RatedGlobal rank #324/4 Measured dimensions
80% interval: 40.353.5
code generation56.8
scicode · scicode
repository engineering42.8
swe_pro · swe_pro
debugging testing42
swe_multilingual · benchlm_coding_swe_multilingual / swe_verified · swe_verified
tooling quality46
terminalbench · benchlm_coding_terminal_bench2
#5Math31.6Estimated2/4 Measured dimensions
80% interval: 19.543.8
foundational mathPrior only
competition math26.5
hmmt · hmmt_feb2026
proof frontier36.8
imo · imo_answer_bench
applied tool mathPrior only
No data:MultilingualMultimodalInstruction following

Specifications

Input and output token limits for this model, plus how it ranks on long-context understanding.

INPUT
1.0Mtokens
1.3K pages of text
OUTPUT
393.2Ktokens
8K128K1M4M
1.0M

Features

Technical Details

Input
Output
Released
Apr 2026
Tokenizer
DeepSeek
Architecture
text->text
Moderated
No
Supported parameters
frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_completion_tokensmax_tokensmin_ppresence_penaltyreasoningreasoning_effortrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p

Rankings

Excels at

Falls behind in

Detailed scores

Updated: Sep 13, 2026

Overall

undefined metric} other undefined metrics}}

Overall score61.0#43 / 112
Overall score
LMSpeed rank#43
Score61.0
UpdatedAug 13, 2026
Confidence2

Speed & latency

undefined metric} other undefined metrics}}

Output speed67.9 tok/s#60 / 80Time to first token1.10 s#34 / 80
Output speed
LMSpeed rank#60
Score67.9 tok/s
UpdatedSep 13, 2026
Confidence4
Time to first token
LMSpeed rank#34
Score1.10 s
UpdatedSep 13, 2026
Confidence4

Pricing

undefined metric} other undefined metrics}}

Input price$0.435/M#82 / 186Output price$0.870/M#40 / 186
Input price
LMSpeed rank#82
Score$0.435/M
UpdatedSep 13, 2026
Confidence4
Output price
LMSpeed rank#40
Score$0.870/M
UpdatedSep 13, 2026
Confidence4

Agents

V3.0

undefined metric} other undefined metrics}} · Estimated

Score5080% interval39.5–60.62/4 Measured dimensionsAgentic score61.8#40 / 77Terminal-Bench 2.063.3#29 / 53
Dimensions and evidence
Planning & decompositionPrior only
Tool use50.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mcp_atlas · mcp_atlas · z -0.36 · q 1.00
toolathlon · toolathlon · z -0.17 · q 1.00
Environment & long-horizon execution49.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
browsecomp · browse_comp · z -0.11 · q 1.00
terminalbench · benchlm_agentic_terminal_bench2 · z -0.29 · q 1.00
Recovery & completion reliabilityPrior only
Agentic score
LMSpeed rank#40
Score61.8
UpdatedAug 13, 2026
Confidence2
Terminal-Bench 2.0V3 evidence
LMSpeed rank#29
Score63.3
UpdatedAug 13, 2026
Confidence2
BrowseCompV3 evidence
LMSpeed rank#17
Score80.4
UpdatedAug 13, 2026
Confidence2
HLE w/ tools
LMSpeed rank#10
Score44.7
UpdatedAug 13, 2026
Confidence2
MCP AtlasV3 evidence
LMSpeed rank#13
Score74.2
UpdatedAug 13, 2026
Confidence2
ToolathlonV3 evidence
LMSpeed rank#12
Score49.0
UpdatedAug 13, 2026
Confidence2

Coding

V3.0

undefined metric} other undefined metrics}} · Rated

Score46.9#3280% interval40.3–53.54/4 Measured dimensionsSciCode51.0%#30 / 89Coding score48.4#59 / 87
Dimensions and evidence
Code generation56.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
scicode · scicode · z 0.74 · q 1.00
Repository engineering42.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
swe_pro · swe_pro · z -0.86 · q 1.00
Debugging & testing42
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
swe_multilingual · benchlm_coding_swe_multilingual · z -1.28 · q 1.00
swe_verified · swe_verified · z -0.60 · q 1.00
Tool-assisted development & quality46
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
terminalbench · benchlm_coding_terminal_bench2 · z -0.51 · q 1.00
SciCodeV3 evidence
LMSpeed rank#30
Score51.0%
UpdatedSep 13, 2026
Confidence4
Coding score
LMSpeed rank#59
Score48.4
UpdatedAug 13, 2026
Confidence2
Codeforces
LMSpeed rank#3
Score2919.0
UpdatedAug 13, 2026
Confidence2
SWE-bench VerifiedV3 evidence
LMSpeed rank#16
Score79.4
UpdatedAug 13, 2026
Confidence2
SWE-bench ProV3 evidence
LMSpeed rank#37
Score54.4
UpdatedAug 13, 2026
Confidence2
SWE MultilingualV3 evidence
LMSpeed rank#13
Score74.1
UpdatedAug 13, 2026
Confidence2
Terminal-Bench 2.0V3 evidence
LMSpeed rank#24
Score63.3
UpdatedAug 13, 2026
Confidence2
LiveCodeBench Pass@1-COT
LMSpeed rank#3
Score89.8
UpdatedAug 13, 2026
Confidence2
EEBench
LMSpeed rank#22
Score10.5
UpdatedAug 13, 2026
Confidence2

Reasoning

V3.0

undefined metric} other undefined metrics}} · Rated

Score54.5#1980% interval45.5–63.53/4 Measured dimensionsMMLU-Pro87.1%#12 / 129GPQA90.5%#30 / 218
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning61.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gpqa · gpqa · z 1.22 · q 1.00
hle · hle · z 0.89 · q 1.00
Multi-step constraints54.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z 0.34 · q 1.00
Evidence integration & verification47.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mrcr · mrcr1m · z -0.17 · q 0.75
MMLU-ProV3 evidence
LMSpeed rank#12
Score87.1%
UpdatedAug 13, 2026
Confidence2
GPQAV3 evidence
LMSpeed rank#30
Score90.5%
UpdatedSep 13, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#42
Score35.2%
UpdatedSep 13, 2026
Confidence4
MRCR 1MV3 evidence
LMSpeed rank#2
Score83.3
UpdatedAug 13, 2026
Confidence2
CorpusQA 1M
LMSpeed rank#4
Score56.5
UpdatedAug 13, 2026
Confidence2

Knowledge

V3.0

undefined metric} other undefined metrics}} · Provisional

Score52.680% interval34.6–70.71/4 Measured dimensionsKnowledge score64.3#53 / 83SimpleQA46.2#2 / 4
Dimensions and evidence
Broad knowledgePrior only
Professional knowledgePrior only
Factuality52.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
simpleqa · simple_qa · z 0.43 · q 0.17
Retrieval & open-book usePrior only
Knowledge score
LMSpeed rank#53
Score64.3
UpdatedAug 13, 2026
Confidence2
SimpleQAV3 evidence
LMSpeed rank#2
Score46.2
UpdatedAug 13, 2026
Confidence2
Chinese-SimpleQA
LMSpeed rank#3
Score77.7
UpdatedAug 13, 2026
Confidence2
GPQA-D
LMSpeed rank#21
Score89.1
UpdatedAug 13, 2026
Confidence2

Math

V3.0

undefined metric} other undefined metrics}} · Estimated

Score31.680% interval19.5–43.82/4 Measured dimensionsHMMT Feb 202694.0#4 / 18IMOAnswerBench88.0#4 / 7
Dimensions and evidence
Foundational mathPrior only
Competition math26.5
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
hmmt · hmmt_feb2026 · z -3.00 · q 1.00
Advanced proofs36.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
imo · imo_answer_bench · z -2.25 · q 0.88
Applied & tool-assisted mathPrior only
HMMT Feb 2026V3 evidence
LMSpeed rank#4
Score94.0
UpdatedAug 13, 2026
Confidence2
IMOAnswerBenchV3 evidence
LMSpeed rank#4
Score88.0
UpdatedAug 13, 2026
Confidence2
Apex
LMSpeed rank#4
Score27.4
UpdatedAug 13, 2026
Confidence2
Apex Shortlist
LMSpeed rank#3
Score85.5
UpdatedAug 13, 2026
Confidence2
Math score
LMSpeed rank#8
Score80.6
UpdatedAug 13, 2026
Confidence2

Multilingual

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Cross-language understandingPrior only
Multilingual generationPrior only
Reasoning transferPrior only
Low-resource robustnessPrior only

Multimodal

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only

Instruction following

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalizationPrior only
Multi-turn & long instructionsPrior only

OpenRouter endpoints

14 endpoints

Third-party OpenRouter endpoint data, shown separately from LMSpeed measurements. Some 30-minute live performance fields only appear after syncing with an OpenRouter API key.

Provider endpointInputOutput1d uptime30m latency30m throughputContext / output
Baidu
baidu/fp8
$0.656/M$1.31/M100.0%undefined tokens / undefined tokens
Novita
novita/fp8
$1.60/M$3.20/M100.0%undefined tokens / undefined tokens
Alibaba
alibaba/fp8
$1.42/M$2.83/M100.0%undefined tokens / undefined tokens
DigitalOcean
digitalocean
$0.870/M$1.74/M100.0%undefined tokens / undefined tokens
NextBit
nextbit/fp8
$2/M$4/M99.9%undefined tokens / undefined tokens
Parasail
parasail/fp8
$1.74/M$3.48/M99.8%undefined tokens / undefined tokens
BaseTen
baseten/fp4
$1.74/M$3.48/M99.8%undefined tokens / undefined tokens
GMICloud
gmicloud/fp8
$0.957/M$1.91/M99.7%undefined tokens / undefined tokens
DeepInfra
deepinfra/fp8
$1.30/M$2.60/M99.5%undefined tokens / undefined tokens
Azure
azure/us
$1.91/M$3.83/M99.3%undefined tokens / undefined tokens
AtlasCloud
atlas-cloud/fp4
$1.68/M$3.38/M99.3%undefined tokens / undefined tokens
StreamLake
streamlake/fp8
$0.647/M$1.29/M98.6%undefined tokens / undefined tokens
SiliconFlow
siliconflow/fp8
$1.50/M$3.14/M98.4%undefined tokens / undefined tokens
Venice
venice
$1.65/M$3.30/M98.4%undefined tokens / undefined tokens

Pricing Comparison

Compare DeepSeek V4 Pro API pricing across 338 providers. Prices range from $0.0020/request to $238.36/M. 3173721 API offers the lowest rate at $0.0020/request. 11 providers offer free API credits or a free tier.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
L2
8%
deepseek/deepseek-v4-pro
default
$1.39/M
Cache read$0.116/M
$2.78/M
81.5 t/s+20%
10.17 s
L1
99%
deepseek-v4-pro
default
$6.21/M
Cache read$0.052/M
$12.43/M
48.1 t/s
4.11 s
L1
100%
deepseek-v4-pro
default
-9%$0.396/M
Cache read$0.013/M
$1.19/M
41.2 t/s
9.83 s
L1
55%
deepseek-v4-pro
default
$75.00/M
$75.00/M
40.0 t/s
5.19 s
L1
55%
deepseek/deepseek-v4-pro-free
default
$75.00/M
$75.00/M
L1
55%
deepseek-ai/DeepSeek-V4-Pro
default
$75.00/M
$75.00/M
L1
99%
deepseek-v4-pro
1倍倍率分组
$2.05/M
Cache read$0.082/M
$2.05/M
39.9 t/s
15.07 s
L1
99%
deepseek-ai/deepseek-v4-pro
0倍倍率分组
-53%$0.205/M
Cache read$0.021/M
-76%$0.205/M
13.8 t/s
87.84 s
L1
99%
deepseek-ai/DeepSeek-V4-Pro
临时渠道
-94%$0.027/M
Cache read$0.0082/M
-91%$0.082/M
L1
100%
deepseek-v4-pro
default
$1.23/M
Cache read$0.041/M
$3.70/M
39.5 t/s
12.62 s
L1
100%
deepseek-v4-pro
default
$1.74/M
Cache read$0.145/M
$3.84/M
34.8 t/s
26.35 s
L1
100%
deepseek-v4-pro
default
$3.00/M
Cache read$0.025/M
$6.00/M
32.5 t/s
7.44 s
L1
100%
deepseek-v4-pro
free
$0.450/M
Cache read$0.015/M
$1.35/M
27.0 t/s
10.68 s
L1
100%
deepseek-v4-pro
deepseek
$4.00/M
$12.00/M
L1
100%
deepseek-v4-pro
default
$0.616/M
Cache read$0.021/M
$1.85/M
L1
100%
deepseek-v4-pro
deepseek-sale
-26%$0.321/M
Cache read$0.011/M
$0.964/M
L1
100%
deepseek-v4-pro
DeepSeek
-55%$0.194/M
Cache read$0.0065/M
-33%$0.581/M
L1
100%
L2
0%
deepseek/deepseek-v4-pro
default
$0.435/M
Cache write$0.0036/MCache write 1h$0.0058/M
$0.870/M
L1
100%
deepseek-v4-pro
default
$0.021/request
-
L1
100%
deepseek-v4-pro-2026-04-23
default
$1.23/M
$3.70/M
Showing 20 model IDs of 175.

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Frequently Asked Questions

What benchmark data does DeepSeek V4 Pro include?
LMSpeed shows DeepSeek V4 Pro benchmark context, API price, output speed, first-token latency, and provider data across 349 providers when those signals are available.
What is the DeepSeek V4 Pro API price?
DeepSeek V4 Pro has pricing from undefined provider} other undefined providers}}, ranging from $0.0020/request to $238.36/M. 3173721 API has the lowest listed price.
What does the DeepSeek V4 Pro API pricing table include?
The DeepSeek V4 Pro API pricing table compares 349 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest DeepSeek V4 Pro API pricing?
3173721 API currently has the lowest listed DeepSeek V4 Pro price at $0.0020/request across undefined provider} other undefined providers}}.
Can I compare DeepSeek V4 Pro API price and speed together?
Yes. LMSpeed shows DeepSeek V4 Pro API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is DeepSeek V4 Pro API free?
Yes, DeepSeek V4 Pro free API options are available through 11 providerundefined other undefined} on LMSpeed, including 梦德 API, 初叶🍂Furry API, Dext API, Dext API, Moyanjdc API. These providers offer free API credits or a free tier with no per-token charges.
Where can I get DeepSeek V4 Pro free API access?
LMSpeed currently lists 11 free API providerundefined other undefined} for DeepSeek V4 Pro: 梦德 API, 初叶🍂Furry API, Dext API, Dext API, Moyanjdc API. Check each provider row before using it because free tier limits can change.

Also known as

DeepSeek V4 ProDeepSeek-V4-PRODeepSeek-V4-ProDeepSeek-V4-Pro-0813DeepSeek-V4-Pro-2026-04-23

Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.Standard benchmark data may include BenchLM and other public sources.

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