Tencent
·Released on Apr 22, 2026

Hy3 preview API Benchmarks, Pricing & Provider Data

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Hy3 preview benchmark, API pricing, and provider data cover 8 API providers, with prices starting at $0.0050/request. Hy3 preview free API options are available from 1 provider.

Hy3 preview is a high-efficiency Mixture-of-Experts model from Tencent designed for agentic workflows and production use. It supports configurable reasoning levels across disabled, low, and high modes...

Quality
#77of 100
49.0
LMSpeed score
Cost
#4of 180
$0.0050/ 1M · 8:1 in:out
$0.0008 in · $0.0042 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.Agents46.3Coding47.7Reasoning50.4Knowledge39.6Math-Multilingual-Multimodal-Instruction following50.2
#1Reasoning50.4Estimated2/4 Measured dimensions
80% interval: 39.661.2
abstract logicPrior only
scientific causal49.6
critpt · critpt / gpqa · gpqa / hle · hle
multistep constraintsPrior only
evidence verification51.1
lcr · lcr
#2Instruction following50.2Provisional1/4 Measured dimensions
80% interval: 34.266.2
constraint followingPrior only
structured outputPrior only
novel instruction generalization50.2
ifbench · if_bench
long multiturn instructionPrior only
#3Coding47.7Estimated3/4 Measured dimensions
80% interval: 38.557.0
code generation52
scicode · scicode
repository engineeringPrior only
debugging testing47
swe_verified · swe_verified
tooling quality44.2
terminalbench · benchlm_coding_terminal_bench2
#4Agents46.3Estimated2/4 Measured dimensions
80% interval: 35.157.4
planning43.7
deep_planning · gert_labs
tool usePrior only
environment execution48.8
gdpval_aa · benchlm_agentic_gdpval_aa / terminalbench · benchlm_agentic_terminal_bench2
recovery reliabilityPrior only
#5Knowledge39.6Provisional1/4 Measured dimensions
80% interval: 25.653.6
broad knowledge39.6
aa_omniscience · aa_omniscience_index / benchlm_category_knowledge · benchlm_category_knowledge
professional knowledgePrior only
factualityPrior only
retrieval open bookPrior only
No data:MathMultilingualMultimodal

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
8K128K1M4M
262.1K

Features

Technical Details

Input
Output
Released
Apr 2026
Tokenizer
Other
Architecture
text->text
Moderated
No
Supported parameters
include_reasoningmax_tokensreasoningreasoning_effortseedtemperaturetool_choicetoolstop_p

Rankings

Excels at

Falls behind in

Detailed scores

Updated: Aug 22, 2026

Overall

undefined metric} other undefined metrics}}

Overall score49.0#77 / 100
Overall score
LMSpeed rank#77
Score49.0
UpdatedAug 20, 2026
Confidence2

Pricing

undefined metric} other undefined metrics}}

Input price$0.063/M#4 / 180Output price$0.210/M#5 / 180
Input price
LMSpeed rank#4
Score$0.063/M
UpdatedAug 22, 2026
Confidence4
Output price
LMSpeed rank#5
Score$0.210/M
UpdatedAug 22, 2026
Confidence4

Agents

V3.0

undefined metric} other undefined metrics}} · Estimated

Score46.380% interval35.1–57.42/4 Measured dimensionsAgentic score41.2#55 / 69Terminal-Bench 2.054.4#40 / 53
Dimensions and evidence
Planning & decomposition43.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
deep_planning · gert_labs · z -0.83 · q 1.00
Tool usePrior only
Environment & long-horizon execution48.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gdpval_aa · benchlm_agentic_gdpval_aa · z 0.13 · q 1.00
terminalbench · benchlm_agentic_terminal_bench2 · z -0.57 · q 1.00
Recovery & completion reliabilityPrior only
Agentic score
LMSpeed rank#55
Score41.2
UpdatedAug 20, 2026
Confidence2
Terminal-Bench 2.0V3 evidence
LMSpeed rank#40
Score54.4
UpdatedAug 20, 2026
Confidence2
Gert LabsV3 evidence
LMSpeed rank#42
Score36.9
UpdatedAug 20, 2026
Confidence2
AA Agentic Index
LMSpeed rank#27
Score31.4
UpdatedAug 20, 2026
Confidence2
GDPval-AA
LMSpeed rank#29
Score35.8
UpdatedAug 20, 2026
Confidence2
GDPval-AAV3 evidence
LMSpeed rank#28
Score1214.0
UpdatedAug 20, 2026
Confidence2

Coding

V3.0

undefined metric} other undefined metrics}} · Estimated

Score47.780% interval38.5–57.03/4 Measured dimensionsSciCode41.2%#69 / 204Coding score50.3#57 / 81
Dimensions and evidence
Code generation52
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
scicode · scicode · z 0.12 · q 1.00
Repository engineeringPrior only
Debugging & testing47
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
swe_verified · swe_verified · z -0.46 · q 1.00
Tool-assisted development & quality44.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
terminalbench · benchlm_coding_terminal_bench2 · z -0.77 · q 1.00
SciCodeV3 evidence
LMSpeed rank#69
Score41.2%
UpdatedAug 22, 2026
Confidence4
Coding score
LMSpeed rank#57
Score50.3
UpdatedAug 20, 2026
Confidence2
SWE-bench VerifiedV3 evidence
LMSpeed rank#34
Score74.4
UpdatedAug 20, 2026
Confidence2
Terminal-Bench 2.0V3 evidence
LMSpeed rank#29
Score54.4
UpdatedAug 20, 2026
Confidence2
SciCodeV3 evidence
LMSpeed rank#11
Score41.2
UpdatedAug 20, 2026
Confidence2
AA-SciCodeV3 evidence
LMSpeed rank#36
Score47.6
UpdatedAug 20, 2026
Confidence2
AA Coding Index
LMSpeed rank#28
Score58.8
UpdatedAug 20, 2026
Confidence2

Reasoning

V3.0

undefined metric} other undefined metrics}} · Estimated

Score50.480% interval39.6–61.22/4 Measured dimensionsGPQA86.7%#51 / 211HLE27.8%#58 / 208
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning49.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
critpt · critpt · z 0.24 · q 1.00
gpqa · gpqa · z -0.19 · q 1.00
hle · hle · z -0.49 · q 1.00
Multi-step constraintsPrior only
Evidence integration & verification51.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
lcr · lcr · z -0.21 · q 1.00
GPQAV3 evidence
LMSpeed rank#51
Score86.7%
UpdatedAug 22, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#58
Score27.8%
UpdatedAug 22, 2026
Confidence4
AA-LCRV3 evidence
LMSpeed rank#63
Score66.7
UpdatedAug 20, 2026
Confidence2
CritPtV3 evidence
LMSpeed rank#43
Score4.9
UpdatedAug 20, 2026
Confidence2

Knowledge

V3.0

undefined metric} other undefined metrics}} · Provisional

Score39.680% interval25.6–53.61/4 Measured dimensionsKnowledge score38.9#65 / 69Artificial Analysis Intelligence Index41.2#35 / 111
Dimensions and evidence
Broad knowledge39.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_omniscience · aa_omniscience_index · z -0.49 · q 1.00
benchlm_category_knowledge · benchlm_category_knowledge · z -2.01 · q 1.00
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only
Knowledge scoreV3 evidence
LMSpeed rank#65
Score38.9
UpdatedAug 20, 2026
Confidence2
Artificial Analysis Intelligence IndexV3 evidence
LMSpeed rank#35
Score41.2
UpdatedAug 20, 2026
Confidence2
GPQA-D
LMSpeed rank#26
Score87.2
UpdatedAug 20, 2026
Confidence2
AA-Omniscience Accuracy
LMSpeed rank#48
Score31.5
UpdatedAug 20, 2026
Confidence2
AA-Omniscience Hallucination Rate
LMSpeed rank#53
Score73.0
UpdatedAug 20, 2026
Confidence2
AA-GPQA Diamond
LMSpeed rank#32
Score89.7
UpdatedAug 20, 2026
Confidence2
AA-HLE
LMSpeed rank#35
Score33.5
UpdatedAug 20, 2026
Confidence2

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

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

Score50.280% interval34.2–66.21/4 Measured dimensionsInstruction Following score52.9#23 / 25IFBench63.1#12 / 14
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalization50.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
ifbench · if_bench · z -0.25 · q 1.00
Multi-turn & long instructionsPrior only
Instruction Following score
LMSpeed rank#23
Score52.9
UpdatedAug 20, 2026
Confidence2
IFBenchV3 evidence
LMSpeed rank#12
Score63.1
UpdatedAug 20, 2026
Confidence2

OpenRouter endpoints

1 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
GMICloud
gmicloud/bf16
$0.180/M$0.600/M100%undefined tokens / —

Pricing Comparison

Compare Hy3 preview API pricing across 7 providers. Prices range from $0.0050/request to $95.45/M. OpenRouter Fans offers the lowest rate at $0.0050/request. 1 provider offers free API credits or a free tier.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
hy3-preview
原价分组
Free
Free
L1
100%
tencent/hy3-preview:free
default
$0.0050/request
-
L1
99%
hy3-preview
default
$36.71/M
$36.71/M
L1
99%
hy3-preview
default
$60.00/M
$60.00/M
L1
48%
tencent/hy3-preview
CC
$29.20/M
Cache read$11.68/MCache write$29.20/MCache write 1h$46.72/M
$116.80/M

Alternatives & Similar Models

Frequently Asked Questions

What benchmark data does Hy3 preview include?
LMSpeed shows Hy3 preview benchmark context, API price, output speed, first-token latency, and provider data across 8 providers when those signals are available.
What is the Hy3 preview API price?
Hy3 preview has pricing from 8 providers, ranging from $0.0050/request to $95.45/M. OpenRouter Fans has the lowest listed price.
What does the Hy3 preview API pricing table include?
The Hy3 preview API pricing table compares 8 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 preview API pricing?
OpenRouter Fans currently has the lowest listed Hy3 preview price at $0.0050/request across 8 providers.
Is Hy3 preview API free?
Yes, Hy3 preview free API options are available through 1 providerundefined other undefined} on LMSpeed, including 兔子API. These providers offer free API credits or a free tier with no per-token charges.
Where can I get Hy3 preview free API access?
LMSpeed currently lists 1 free API providerundefined other undefined} for Hy3 preview: 兔子API. Check each provider row before using it because free tier limits can change.

Also known as

hy3-previewkai/tencent/hy3-preview:freeor/tencent/hy3-preview:freetencent/hy3-previewtencent/hy3-preview: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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