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Hy3 preview vs Llama 3.1 8B

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Hy3 preview and Llama 3.1 8B.

Tencent

Hy3 preview

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, allowing it to...

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Meta

Llama 3.1 8B

Llama 3.1 8B is Meta's lightweight open-weight model from the Llama 3.1 generation, optimized for efficient deployment on consumer hardware and edge devices. Despite its compact 8-billion-parameter size, it delivers strong performance on instruction following, text summarization, and lightweight coding tasks. Lllama 3.1 8B is the most downloaded model in the Llama family and runs efficiently on laptops, single GPUs, and CPU via quantization โ€” making it the default choice for on-device AI applications and local prototyping.

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Technical Specifications

SpecificationHy3 previewLlama 3.1 8B
ProviderTencentMeta
Context Window262,144 tokens131,072 tokens
Agent SuitabilityN/A74/100
Time to First Token (TTFT)N/A80 ms
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-04-222024-07-23

API Pricing Comparison

Input Price per Million Tokens

Hy3 preview

$0.06

Llama 3.1 8B

$0.04

Output Price per Million Tokens

Hy3 preview

$0.21

Llama 3.1 8B

$0.04

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8350.0%vsN/A
Hy3 preview
Llama 3.1 8B
HumanEvalPython coding & logic synthesis
8400.0%vsN/A
Hy3 preview
Llama 3.1 8B
MATHComplex mathematical problem solving
5900.0%vsN/A
Hy3 preview
Llama 3.1 8B
GPQAGraduate-level expert reasoning
4200.0%vsN/A
Hy3 preview
Llama 3.1 8B
HellaSwagCommonsense reasoning and inference
8480.0%vsN/A
Hy3 preview
Llama 3.1 8B
MT-BenchMulti-turn conversation flow quality
882.0%vsN/A
Hy3 preview
Llama 3.1 8B

Hy3 preview Quirks & Gotchas

No developer gotchas reported.

Llama 3.1 8B Quirks & Gotchas

  • โ–ธPerfect for CPU/edge deployment โ€” runs on Raspberry Pi with quantization
  • โ–ธLimited tool calling vs larger models โ€” best for simple classification and chat