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Grok 4.20 vs Hy3

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 Grok 4.20 and Hy3.

xAI

Grok 4.20

Grok 4.20 is xAI's most advanced reasoning model, combining powerful analytical capabilities with unique real-time integration to the X (formerly Twitter) platform data stream. This live data access allows Grok 4.20 to answer queries with up-to-the-minute context, making it invaluable for financial analysis, current events research, and real-time market monitoring. Exceptionally strong in physics, advanced mathematics, and code synthesis, it operates with a 2-million-token context window and is priced at $1.25/MTok for input โ€” delivering frontier-tier reasoning at a highly competitive cost for developers building intelligent agents and analytical tools.

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Tencent

Hy3

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 configurable reasoning effort:...

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Technical Specifications

SpecificationGrok 4.20Hy3
ProviderxAITencent
Context Window2,000,000 tokens262,144 tokens
Agent Suitability90/100N/A
Time to First Token (TTFT)350 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-05-052026-07-06

API Pricing Comparison

Input Price per Million Tokens

Grok 4.20

$1.25

Hy3

$0.20

Output Price per Million Tokens

Grok 4.20

$2.50

Hy3

$0.80

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
9470.0%vsN/A
Grok 4.20
Hy3
HumanEvalPython coding & logic synthesis
9700.0%vsN/A
Grok 4.20
Hy3
MATHComplex mathematical problem solving
9380.0%vsN/A
Grok 4.20
Hy3
GPQAGraduate-level expert reasoning
8490.0%vsN/A
Grok 4.20
Hy3
HellaSwagCommonsense reasoning and inference
9880.0%vsN/A
Grok 4.20
Hy3
MT-BenchMulti-turn conversation flow quality
970.0%vsN/A
Grok 4.20
Hy3

Grok 4.20 Quirks & Gotchas

  • โ–ธReal-time X data access โ€” unparalleled for current events / financial analysis
  • โ–ธTool calling API is still maturing โ€” test thoroughly for production agentic use

Hy3 Quirks & Gotchas

No developer gotchas reported.