Model comparison

Grok 4.1 vs Nova Premier 1.0

Grok 4.1 is the stronger model overall, scoring 41.5 to 38.3 on the Noometry Index.

Last verified . 0 shared benchmarks.

Grok 4.1 xAI

41.5

Rank #134 Confirmed

Nova Premier 1.0 Amazon

38.3

Rank #189 Confirmed

Summary

  • The widest gap is in writing & preference, where Grok 4.1 leads 62.4 to 51.0.

Side by side

Grok 4.1 and Nova Premier 1.0 specifications
Grok 4.1Nova Premier 1.0
ProviderxAIAmazon
Noometry Index41.538.3
Released2025-11-172025-04-30
WeightsProprietaryProprietary
Context window—1M
Max output—10K
Input $ / M tokens—$2.50
Output $ / M tokens—$12.50
Results tracked196

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Category by category

Coding Not comparable

Grok 4.1: 33.7 (#253), Nova Premier 1.0: —

Coding benchmarks
BenchmarkGrok 4.1Nova Premier 1.0
LMArena WebDev1214—
LMArena Coding1445—

Agentic & Tool Use Not comparable

Grok 4.1: 34.1 (#49), Nova Premier 1.0: —

Agentic & Tool Use benchmarks
BenchmarkGrok 4.1Nova Premier 1.0
Cybench39%—

Reasoning Grok 4.1 leads

Grok 4.1: 29.5 (#91), Nova Premier 1.0: 23.0 (#185)

Reasoning benchmarks
BenchmarkGrok 4.1Nova Premier 1.0
Kagi LLM Benchmark—44.8%
LMArena Hard Prompts1435—

Math Grok 4.1 leads

Grok 4.1: 38.9 (#120), Nova Premier 1.0: 33.8 (#199)

Math benchmarks
BenchmarkGrok 4.1Nova Premier 1.0
Omni-MATH—35%
LMArena Math1422—

Knowledge Grok 4.1 leads

Grok 4.1: 39.5 (#133), Nova Premier 1.0: 35.8 (#180)

Knowledge benchmarks
BenchmarkGrok 4.1Nova Premier 1.0
MMLU-Pro—72.6%
GPQA (HELM)—51.8%
LMArena Expert1417—

Multilingual Not comparable

Grok 4.1: 53.4 (#68), Nova Premier 1.0: —

Multilingual benchmarks
BenchmarkGrok 4.1Nova Premier 1.0
LMArena Non-English1425—
LMArena Chinese1465—
LMArena French1448—
LMArena German1446—
LMArena Japanese1397—
LMArena Korean1407—
LMArena Russian1434—
LMArena Spanish1438—

Instruction Following Grok 4.1 leads

Grok 4.1: 73.8 (#111), Nova Premier 1.0: 66.8 (#204)

Instruction Following benchmarks
BenchmarkGrok 4.1Nova Premier 1.0
IFEval—80.3%
LMArena Instruction Following1400—

Long Context Not comparable

Grok 4.1: 43.2 (#100), Nova Premier 1.0: —

Long Context benchmarks
BenchmarkGrok 4.1Nova Premier 1.0
LMArena Longer Query1416—

Writing & Preference Grok 4.1 leads

Grok 4.1: 62.4 (#75), Nova Premier 1.0: 51.0 (#178)

Writing & Preference benchmarks
BenchmarkGrok 4.1Nova Premier 1.0
LMArena Text1437—
LMArena Creative Writing1411—
WildBench—78.8%
LMArena Multi-Turn1437—

Frequently asked questions

Is Grok 4.1 better than Nova Premier 1.0?

Grok 4.1 is the stronger model overall, scoring 41.5 to 38.3 on the Noometry Index.

How many benchmarks do Grok 4.1 and Nova Premier 1.0 share?

0 benchmarks have published results for both models. Grok 4.1 has 19 scored results on Noometry and Nova Premier 1.0 has 6.

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