DeepSeek
·Released on Jan 29, 2025

DeepSeek R1 Distill Qwen API Benchmarks, Pricing & Provider Data

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DeepSeek R1 Distill Qwen benchmark, API pricing, and provider data cover undefined API provider} other undefined API providers}}, with prices starting at $0.000001/request. The page also shows measured API speed and first-token latency.

DeepSeek R1 Distill Qwen is a reasoning model in the DeepSeek series, distilling R1 capabilities into the Qwen architecture for complex reasoning and analytical tasks.

Quality
0.0
LMSpeed score
Speed
50char/s
19.88 s
Cost
$0.000001/ 1M · 8:1 in:out
$0.00000016 in · $0.00000084 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.Agents-Coding45Reasoning39.1Knowledge54.3Math55.7Multilingual-Multimodal-Instruction following37.6
#1Math55.7Estimated2/4 Measured dimensions
80% interval: 43.967.5
foundational math55.4
math_500 · math_500
competition math55.9
aime · aime
proof frontierPrior only
applied tool mathPrior only
#2Knowledge54.3Provisional1/4 Measured dimensions
80% interval: 38.370.3
broad knowledge54.3
aa_omniscience · artificial_analysis
professional knowledgePrior only
factualityPrior only
retrieval open bookPrior only
#3Coding45Provisional1/4 Measured dimensions
80% interval: 31.158.9
code generation45
livecodebench · livecodebench / scicode · aa_sci_code
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
#4Reasoning39.1RatedGlobal rank #643/4 Measured dimensions
80% interval: 30.247.9
abstract logicPrior only
scientific causal40.1
gpqa · gpqa / hle · hle
multistep constraints47
mmlu_pro · mmlu_pro
evidence verification30.1
lcr · lcr
#5Instruction following37.6Provisional1/4 Measured dimensions
80% interval: 21.653.6
constraint followingPrior only
structured outputPrior only
novel instruction generalization37.6
ifbench · aa_if_bench
long multiturn instructionPrior only
No data:AgentsMultilingualMultimodal

Specifications

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

INPUT
128Ktokens
153.6 pages of text
OUTPUT
32.8Ktokens
8K128K1M4M
128K

Features

Technical Details

Input
Output
Total parameters
32B
Released
Jan 2025
Knowledge cutoff
2024-07-31
Tokenizer
Qwen
Architecture
text->text
Instruct type
deepseek-r1
Moderated
No
Supported parameters
frequency_penaltyinclude_reasoninglogprobsmax_tokenspresence_penaltyreasoningrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetop_logprobstop_p

Rankings

Excels at

Falls behind in

Detailed scores

Updated: Sep 12, 2026

Agents

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Planning & decompositionPrior only
Tool usePrior only
Environment & long-horizon executionPrior only
Recovery & completion reliabilityPrior only

Coding

V3.0

undefined metric} other undefined metrics}} · Provisional

Score4580% interval31.1–58.91/4 Measured dimensionsLiveCodeBench27.0%#96 / 115AA-SciCode37.6#85 / 113
Dimensions and evidence
Code generation45
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z -0.29 · q 1.00
scicode · aa_sci_code · z -0.58 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
LiveCodeBenchV3 evidence
LMSpeed rank#96
Score27.0%
UpdatedSep 12, 2026
Confidence4
AA-SciCodeV3 evidence
LMSpeed rank#85
Score37.6
UpdatedAug 14, 2026
Confidence1

Reasoning

V3.0

undefined metric} other undefined metrics}} · Rated

Score39.1#6480% interval30.2–47.93/4 Measured dimensionsMMLU-Pro73.9%#94 / 129GPQA61.5%#164 / 218
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning40.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gpqa · gpqa · z -1.25 · q 1.00
hle · hle · z -0.90 · q 1.00
Multi-step constraints47
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z -0.61 · q 1.00
Evidence integration & verification30.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
lcr · lcr · z -3.00 · q 1.00
MMLU-ProV3 evidence
LMSpeed rank#94
Score73.9%
UpdatedSep 12, 2026
Confidence4
GPQAV3 evidence
LMSpeed rank#164
Score61.5%
UpdatedSep 12, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#169
Score4.6%
UpdatedSep 12, 2026
Confidence4
AA-LCRV3 evidence
LMSpeed rank#106
Score8.3
UpdatedAug 14, 2026
Confidence1

Knowledge

V3.0

undefined metric} other undefined metrics}} · Provisional

Score54.380% interval38.3–70.31/4 Measured dimensionsArtificial Analysis Intelligence Index11.0#108 / 117AA-GPQA Diamond61.5#100 / 113
Dimensions and evidence
Broad knowledge54.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_omniscience · artificial_analysis · z 0.49 · q 1.00
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only
Artificial Analysis Intelligence IndexV3 evidence
LMSpeed rank#108
Score11.0
UpdatedAug 14, 2026
Confidence1
AA-GPQA Diamond
LMSpeed rank#100
Score61.5
UpdatedAug 14, 2026
Confidence1
AA-HLE
LMSpeed rank#99
Score4.6
UpdatedAug 14, 2026
Confidence1

Math

V3.0

undefined metric} other undefined metrics}} · Estimated

Score55.780% interval43.9–67.52/4 Measured dimensionsAIME68.7%#22 / 68MATH-50094.1%#23 / 73
Dimensions and evidence
Foundational math55.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
math_500 · math_500 · z 0.75 · q 1.00
Competition math55.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aime · aime · z 0.77 · q 1.00
Advanced proofsPrior only
Applied & tool-assisted mathPrior only
AIMEV3 evidence
LMSpeed rank#22
Score68.7%
UpdatedSep 12, 2026
Confidence4
MATH-500V3 evidence
LMSpeed rank#23
Score94.1%
UpdatedSep 12, 2026
Confidence4

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}} · Provisional

Score37.680% interval21.6–53.61/4 Measured dimensionsAA-IFBench22.9#84 / 84
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalization37.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
ifbench · aa_if_bench · z -1.95 · q 1.00
Multi-turn & long instructionsPrior only
AA-IFBenchV3 evidence
LMSpeed rank#84
Score22.9
UpdatedAug 14, 2026
Confidence1

Pricing Comparison

Compare DeepSeek R1 Distill Qwen API pricing across 122 providers. Prices range from $0.000001/request to $77.05/M. LLMService offers the lowest rate at $0.000001/request.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
DeepSeek-R1-Distill-Qwen-7B
default
$0.010/request
-
L1
100%
DeepSeek-R1-Distill-Qwen-14B
default
$0.015/request
-
L1
100%
DeepSeek-R1-Distill-Qwen-32B
default
$0.020/request
-
L1
100%
deepseek-r1-distill-qwen-7b
default
$0.034/M
$0.068/M
L1
100%
deepseek-r1-distill-qwen-32b
default
$0.137/M
$0.411/M
L1
100%
deepseek-r1-distill-qwen-32b
default
$0.548/M
$2.19/M
L1
100%
deepseek-r1-distill-qwen-7b
default
$10.27/M
$20.55/M
L1
100%
deepseek-r1-distill-qwen-14b
default
$10.27/M
$20.55/M
L1
100%
deepseek-r1-distill-qwen-7b
default
$0.034/M
$0.068/M
L1
100%
deepseek-r1-distill-qwen-32b
default
$0.137/M
$0.411/M
L1
100%
deepseek-r1-distill-qwen-32b
Translate
$0.106/M
$1.04/M
L1
100%
L2
0%
deepseek-r1-distill-qwen-32b
default
$0.287/M
$0.861/M
L1
100%
deepseek-r1-distill-qwen-7b
Deepseek
$0.055/M
$0.110/M
L1
100%
deepseek-r1-distill-qwen-14b
Deepseek
$0.110/M
$0.329/M
L1
100%
deepseek-r1-distill-qwen-32b
Deepseek
$0.219/M
$0.658/M
L1
100%
deepseek-r1-distill-qwen-7b
OFC
$1.50/M
$3.00/M
L1
100%
deepseek-r1-distill-qwen-32b
default
$0.021/M
$0.082/M
L1
100%
deepseek-r1-distill-qwen-7b
default
$0.274/M
$1.10/M
L1
100%
deepseek-r1-distill-qwen-14b
default
$10.27/M
$20.55/M
L1
100%
deepseek-r1-distill-qwen-14b
default
$0.300/M
$1.20/M
Showing 20 model IDs of 63.

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Frequently Asked Questions

What benchmark data does DeepSeek R1 Distill Qwen include?
LMSpeed shows DeepSeek R1 Distill Qwen benchmark context, API price, output speed, first-token latency, and provider data across 122 providers when those signals are available.
What is the DeepSeek R1 Distill Qwen API price?
DeepSeek R1 Distill Qwen has pricing from undefined provider} other undefined providers}}, ranging from $0.000001/request to $77.05/M. LLMService has the lowest listed price.
What does the DeepSeek R1 Distill Qwen API pricing table include?
The DeepSeek R1 Distill Qwen API pricing table compares 122 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 R1 Distill Qwen API pricing?
LLMService currently has the lowest listed DeepSeek R1 Distill Qwen price at $0.000001/request across undefined provider} other undefined providers}}.
Can I compare DeepSeek R1 Distill Qwen API price and speed together?
Yes. LMSpeed shows DeepSeek R1 Distill Qwen API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is DeepSeek R1 Distill Qwen API free?
DeepSeek R1 Distill Qwen does not currently have a free API tier on LMSpeed. All 122 providers charge per token.

Also known as

@cf/deepseek-ai/deepseek-r1-distill-qwen-32bDeepSeek-R1-Distill-Qwen-14BDeepSeek-R1-Distill-Qwen-32BDeepSeek-R1-Distill-Qwen-7BPro/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B

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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