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Hy3 preview vs R1

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 R1.

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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DeepSeek

R1

DeepSeek R1 is here: Performance on par with [OpenAI o1](/openai/o1), but open-sourced and with fully open reasoning tokens. It's 671B parameters in size, with 37B active in an inference pass....

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Technical Specifications

SpecificationHy3 previewR1
ProviderTencentDeepSeek
Context Window262,144 tokens163,840 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-04-222025-01-20

API Pricing Comparison

Input Price per Million Tokens

Hy3 preview

$0.06

R1

$0.70

Output Price per Million Tokens

Hy3 preview

$0.21

R1

$2.50

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%vs9080.0%
Hy3 preview
R1
HumanEvalPython coding & logic synthesis
8400.0%vs9280.0%
Hy3 preview
R1
MATHComplex mathematical problem solving
5900.0%vs9310.0%
Hy3 preview
R1
GPQAGraduate-level expert reasoning
4200.0%vs6210.0%
Hy3 preview
R1
HellaSwagCommonsense reasoning and inference
8480.0%vs9050.0%
Hy3 preview
R1
MT-BenchMulti-turn conversation flow quality
882.0%vs935.0%
Hy3 preview
R1

Hy3 preview Quirks & Gotchas

No developer gotchas reported.

R1 Quirks & Gotchas

No developer gotchas reported.