Tencent
·Released on Jul 6, 2026

Hy3 API Benchmarks, Pricing & Provider Data

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Hy3 benchmark, API pricing, and provider data cover 22 API providers, with prices starting at $0.0014/request. Hy3 free API options are available from 2 providers. The page also shows measured API speed and first-token latency.

Hy3 is a 295B-parameter Mixture-of-Experts model from Tencent (21B active, 192 experts with top-8 routing) built for reasoning, agentic workflows, and real-world production use. It supports a configur...

Quality
0.0
LMSpeed score
Speed
#46of 75
132char/s
11.16 s
Cost
#18of 179
$0.0014/ 1M · 8:1 in:out
$0.0002 in · $0.0012 out

Category Performance

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

Coverage
4 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents52.3Coding57.6Reasoning56.8Knowledge47Math-Multilingual-Multimodal-Instruction following-
#1Coding57.6Provisional1/4 Measured dimensions
80% interval: 41.673.6
code generation57.6
scicode · scicode
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
#2Reasoning56.8Estimated2/4 Measured dimensions
80% interval: 46.067.5
abstract logicPrior only
scientific causal58.5
critpt · critpt / gpqa · gpqa / hle · hle
multistep constraintsPrior only
evidence verification55.1
lcr · lcr
#3Agents52.3Provisional1/4 Measured dimensions
80% interval: 36.368.3
planningPrior only
tool usePrior only
environment execution52.3
gdpval_aa · benchlm_agentic_gdpval_aa
recovery reliabilityPrior only
#4Knowledge47Provisional1/4 Measured dimensions
80% interval: 31.063.0
broad knowledge47
aa_omniscience · aa_omniscience_index
professional knowledgePrior only
factualityPrior only
retrieval open bookPrior only
No data:MathMultilingualMultimodalInstruction following

Specifications

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

INPUT
262.1Ktokens
314.6 pages of text
OUTPUT
131.1Ktokens
8K128K1M4M
262.1K

Features

Technical Details

Input
Output
Released
Jul 2026
Tokenizer
Other
Architecture
text->text
Moderated
No
Supported parameters
frequency_penaltyinclude_reasoninglogit_biasmax_tokensmin_ppresence_penaltyreasoningreasoning_effortrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_p

Rankings

Excels at

Falls behind in

Detailed scores

Updated: Aug 26, 2026

Speed & latency

undefined metric} other undefined metrics}}

Output speed75.8 tok/s#46 / 75Time to first token1.80 s#54 / 75
Output speed
LMSpeed rank#46
Score75.8 tok/s
UpdatedAug 26, 2026
Confidence4
Time to first token
LMSpeed rank#54
Score1.80 s
UpdatedAug 26, 2026
Confidence4

Pricing

undefined metric} other undefined metrics}}

Input price$0.136/M#18 / 179Output price$0.554/M#22 / 179
Input price
LMSpeed rank#18
Score$0.136/M
UpdatedAug 26, 2026
Confidence4
Output price
LMSpeed rank#22
Score$0.554/M
UpdatedAug 26, 2026
Confidence4

Agents

V3.0

undefined metric} other undefined metrics}} · Provisional

Score52.380% interval36.3–68.31/4 Measured dimensionsAA Agentic Index31.4#27 / 65GDPval-AA35.7#30 / 61
Dimensions and evidence
Planning & decompositionPrior only
Tool usePrior only
Environment & long-horizon execution52.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gdpval_aa · benchlm_agentic_gdpval_aa · z 0.13 · q 1.00
Recovery & completion reliabilityPrior only
AA Agentic Index
LMSpeed rank#27
Score31.4
UpdatedAug 20, 2026
Confidence1
GDPval-AA
LMSpeed rank#30
Score35.7
UpdatedAug 20, 2026
Confidence1
GDPval-AAV3 evidence
LMSpeed rank#28
Score1214.0
UpdatedAug 20, 2026
Confidence1

Coding

V3.0

undefined metric} other undefined metrics}} · Provisional

Score57.680% interval41.6–73.61/4 Measured dimensionsSciCode47.6%#31 / 204AA-SciCode47.6#36 / 108
Dimensions and evidence
Code generation57.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
scicode · scicode · z 0.89 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
SciCodeV3 evidence
LMSpeed rank#31
Score47.6%
UpdatedAug 26, 2026
Confidence4
AA-SciCodeV3 evidence
LMSpeed rank#36
Score47.6
UpdatedAug 20, 2026
Confidence1
AA Coding Index
LMSpeed rank#28
Score58.8
UpdatedAug 20, 2026
Confidence1

Reasoning

V3.0

undefined metric} other undefined metrics}} · Estimated

Score56.880% interval46.0–67.52/4 Measured dimensionsGPQA89.7%#34 / 211HLE33.5%#44 / 208
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning58.5
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
critpt · critpt · z 0.24 · q 1.00
gpqa · gpqa · z 0.91 · q 1.00
hle · hle · z 0.75 · q 1.00
Multi-step constraintsPrior only
Evidence integration & verification55.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
lcr · lcr · z 0.32 · q 1.00
GPQAV3 evidence
LMSpeed rank#34
Score89.7%
UpdatedAug 26, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#44
Score33.5%
UpdatedAug 26, 2026
Confidence4
AA-LCRV3 evidence
LMSpeed rank#30
Score74.7
UpdatedAug 20, 2026
Confidence1
CritPtV3 evidence
LMSpeed rank#43
Score4.9
UpdatedAug 20, 2026
Confidence1

Knowledge

V3.0

undefined metric} other undefined metrics}} · Provisional

Score4780% interval31.0–63.01/4 Measured dimensionsArtificial Analysis Intelligence Index42.2#33 / 111AA-GPQA Diamond89.7#32 / 108
Dimensions and evidence
Broad knowledge47
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_omniscience · aa_omniscience_index · z -0.49 · q 1.00
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only
Artificial Analysis Intelligence IndexV3 evidence
LMSpeed rank#33
Score42.2
UpdatedAug 20, 2026
Confidence1
AA-GPQA Diamond
LMSpeed rank#32
Score89.7
UpdatedAug 20, 2026
Confidence1
AA-HLE
LMSpeed rank#35
Score33.5
UpdatedAug 20, 2026
Confidence1
AA-Omniscience Accuracy
LMSpeed rank#46
Score32.0
UpdatedAug 20, 2026
Confidence1
AA-Omniscience Hallucination Rate
LMSpeed rank#51
Score74.1
UpdatedAug 20, 2026
Confidence1

Math

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Foundational mathPrior only
Competition mathPrior only
Advanced proofsPrior only
Applied & tool-assisted mathPrior only

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

80% interval30.8–69.20/4 Measured dimensionsDesign Arena Website1194.0#50 / 75
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only
Design Arena Website
LMSpeed rank#50
Score1194.0
UpdatedAug 20, 2026
Confidence1

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

7 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
AtlasCloud
atlas-cloud/fp8
$0.200/M$0.800/M100.0%undefined tokens / undefined tokens
Baidu
baidu/fp8
$0.132/M$0.528/M100.0%undefined tokens / undefined tokens
GMICloud
gmicloud/bf16
$0.126/M$0.522/M99.9%undefined tokens / undefined tokens
Tencent
tencent/fp8
$0.132/M$0.528/M99.7%undefined tokens / undefined tokens
Novita
novita
$0.140/M$0.580/M99.3%undefined tokens / undefined tokens
Phala
phala
$0.150/M$0.640/M98.2%undefined tokens / undefined tokens
DeepInfra
deepinfra/fp8
$0.140/M$0.580/M94.2%undefined tokens / undefined tokens

Pricing Comparison

Compare Hy3 API pricing across 20 providers. Prices range from $0.0014/request to $375.00/M. 钠 API offers the lowest rate at $0.0014/request. 2 providers offer free API credits or a free tier.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
hy3
hunyuan-officially
-16%$0.114/M
Cache read$0.029/M
-17%$0.457/M
L1
100%
Tencent/hy3
default
$0.0014/request
-
L1
100%
Tencent-Hunyuan/Hy3
default
$0.0014/request
-
L1
99%
hy3
default
$0.490/M
Cache read$0.122/M
$1.96/M
L1
99%
hy3
default
$60.00/M
$60.00/M
L1
100%
hy3
default
-93%$0.0096/M
Cache read$0.0024/M
-93%$0.040/M
L1
100%
tencent/hy3:free
default
$375.00/M
$375.00/M
L1
100%
hy3-free
default
$375.00/M
$375.00/M
L1
99%
hy3
企业用户
$75.00/M
$75.00/M
L1
99%
hy3
default
$2.00/M
Cache read$0.200/M
$10.00/M
L1
19%
hy3
公益
Free
Free
L1
0%
tencent/hy3:free
default
$0.140/M
$0.559/M
L1
0%
Hy3
default
$75.00/M
$75.00/M

Alternatives & Similar Models

Frequently Asked Questions

What benchmark data does Hy3 include?
LMSpeed shows Hy3 benchmark context, API price, output speed, first-token latency, and provider data across 22 providers when those signals are available.
What is the Hy3 API price?
Hy3 has pricing from 22 providers, ranging from $0.0014/request to $375.00/M. 钠 API has the lowest listed price.
What does the Hy3 API pricing table include?
The Hy3 API pricing table compares 22 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest Hy3 API pricing?
钠 API currently has the lowest listed Hy3 price at $0.0014/request across 22 providers.
Can I compare Hy3 API price and speed together?
Yes. LMSpeed shows Hy3 API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is Hy3 API free?
Yes, Hy3 free API options are available through 2 providerundefined other undefined} on LMSpeed, including Dext API, Zero API. These providers offer free API credits or a free tier with no per-token charges.
Where can I get Hy3 free API access?
LMSpeed currently lists 2 free API providerundefined other undefined} for Hy3: Dext API, Zero API. Check each provider row before using it because free tier limits can change.

Also known as

Hy3Tencent-Hunyuan/Hy3Tencent/hy3hy3hy3-free

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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