Model comparison

Grok 4.7 vs Hy4 preview

Grok 4.7 is the stronger model overall, scoring 46.6 to 44.6 on the Noometry Index. Hy4 preview costs 2.4× less per token, which makes it the better buy when Grok 4.7's lead doesn't matter for your workload.

Last verified . 3 shared benchmarks.

Grok 4.7 xAI

46.6

Rank #56 Confirmed

Hy4 preview Tencent

44.6

Rank #73 Reported

Summary

  • They share 3 benchmarks with published results for both. Grok 4.7 scores higher in 2 categories and Hy4 preview in 1 category; 3 gaps are clear of the uncertainty.
  • The widest gap is in math, where Hy4 preview leads 54.5 to 41.1.
  • The biggest single-benchmark swing is ProofBench: 34% for Grok 4.7 and 75% for Hy4 preview.
  • Hy4 preview is cheaper at $0.83 / $2.50 per million input/output tokens, against $2 / $6 for Grok 4.7.
  • Hy4 preview accepts more context: 1.05M tokens versus 500K.
  • Hy4 preview has downloadable open weights; the other is API-only.

Side by side

Grok 4.7 and Hy4 preview specifications
Grok 4.7Hy4 preview
ProviderxAITencent
Noometry Index46.644.6
Released2026-09-212026-08-28
WeightsProprietaryOpen
Context window500K1.05M
Max output500K64K
Input $ / M tokens$2$0.83
Output $ / M tokens$6$2.50
Results tracked213

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Category by category

Coding Grok 4.7 leads

Grok 4.7: 55.0 (#23), Hy4 preview: 51.4 (#36)

Coding benchmarks
BenchmarkGrok 4.7Hy4 preview
LMArena WebDev16361633
CursorBench46.3%—
FrontierSWE29.5%—
SciCode57.4%—
LMArena Coding1423—

Reasoning Grok 4.7 leads

Grok 4.7: 40.1 (#49), Hy4 preview: 30.6 (#75)

Reasoning benchmarks
BenchmarkGrok 4.7Hy4 preview
NYT Connections (extended)76.8%68.2%
CritPt17.7%—
LMArena Hard Prompts1409—

Math Hy4 preview leads

Grok 4.7: 41.1 (#73), Hy4 preview: 54.5 (#37)

Math benchmarks
BenchmarkGrok 4.7Hy4 preview
ProofBench34%75%
LMArena Math1393—

Knowledge Not comparable

Grok 4.7: 38.7 (#130), Hy4 preview: —

Knowledge benchmarks
BenchmarkGrok 4.7Hy4 preview
LMArena Expert1413—

Multimodal Not comparable

Grok 4.7: 28.8 (#107), Hy4 preview: —

Multimodal benchmarks
BenchmarkGrok 4.7Hy4 preview
Furniture Assembly20.8%—

Multilingual Not comparable

Grok 4.7: 51.2 (#108), Hy4 preview: —

Multilingual benchmarks
BenchmarkGrok 4.7Hy4 preview
LMArena Non-English1392—
LMArena Chinese1476—
LMArena Russian1396—

Instruction Following Not comparable

Grok 4.7: 74.3 (#98), Hy4 preview: —

Instruction Following benchmarks
BenchmarkGrok 4.7Hy4 preview
LMArena Instruction Following1406—

Long Context Not comparable

Grok 4.7: 43.2 (#97), Hy4 preview: —

Long Context benchmarks
BenchmarkGrok 4.7Hy4 preview
LMArena Longer Query1416—

Writing & Preference Not comparable

Grok 4.7: 70.1 (#23), Hy4 preview: —

Writing & Preference benchmarks
BenchmarkGrok 4.7Hy4 preview
LMArena Text1397—
LMArena Creative Writing1391—
EQ-Bench Creative Writing2007—
LMArena Multi-Turn1389—

Frequently asked questions

Is Grok 4.7 better than Hy4 preview?

Grok 4.7 is the stronger model overall, scoring 46.6 to 44.6 on the Noometry Index. Hy4 preview costs 2.4× less per token, which makes it the better buy when Grok 4.7's lead doesn't matter for your workload.

Which is cheaper, Grok 4.7 or Hy4 preview?

Hy4 preview is cheaper. It lists at $0.83 per million input tokens and $2.50 per million output tokens; Grok 4.7 lists at $2 and $6.

Is Grok 4.7 or Hy4 preview better for coding?

Grok 4.7 scores higher on coding benchmarks: 55.0 versus 51.4 in the Noometry coding category.

Which has the bigger context window?

Hy4 preview does, with 1.05M tokens against 500K.

How many benchmarks do Grok 4.7 and Hy4 preview share?

3 benchmarks have published results for both models. Grok 4.7 has 21 scored results on Noometry and Hy4 preview has 3.

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