Model comparison

Gemini 2.0 Flash-Lite vs Grok 4.20 (Non-Reasoning)

Grok 4.20 (Non-Reasoning) is the stronger model overall, scoring 48.6 to 37.8 on the Noometry Index.

Last verified . 20 shared benchmarks.

Gemini 2.0 Flash-Lite Google

37.8

Rank #194 Confirmed

Grok 4.20 (Non-Reasoning) xAI

48.6

Rank #54 Confirmed

Summary

  • They share 20 benchmarks with published results for both. Gemini 2.0 Flash-Lite scores higher in 0 categories and Grok 4.20 (Non-Reasoning) in 9 categories; 9 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Grok 4.20 (Non-Reasoning) leads 52.3 to 22.0.
  • The biggest single-benchmark swing is DTBench: 52.5% for Gemini 2.0 Flash-Lite and 90.1% for Grok 4.20 (Non-Reasoning).

Side by side

Gemini 2.0 Flash-Lite and Grok 4.20 (Non-Reasoning) specifications
Gemini 2.0 Flash-LiteGrok 4.20 (Non-Reasoning)
ProviderGooglexAI
Noometry Index37.848.6
Released2025-02-052026-02-17
WeightsProprietaryProprietary
Context window—1M
Max output—30K
Input $ / M tokens—$1.25
Output $ / M tokens—$2.50
Results tracked3246

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Category by category

Coding Grok 4.20 (Non-Reasoning) leads

Gemini 2.0 Flash-Lite: 37.9 (#185), Grok 4.20 (Non-Reasoning): 42.1 (#112)

Coding benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 (Non-Reasoning)
LMArena Coding13221459
LMArena WebDev—1375
WeirdML—52.3%
LiveBench Coding47.1%—
ALE-Bench—1,150

Agentic & Tool Use Not comparable

Gemini 2.0 Flash-Lite: —, Grok 4.20 (Non-Reasoning): 34.4 (#46)

Agentic & Tool Use benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 (Non-Reasoning)
Terminal-Bench—57.3%
τ²-bench Banking—18%
LMArena Search—1189
Vending-Bench 2—4,663

Reasoning Grok 4.20 (Non-Reasoning) leads

Gemini 2.0 Flash-Lite: 22.0 (#210), Grok 4.20 (Non-Reasoning): 52.3 (#32)

Reasoning benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 (Non-Reasoning)
LMArena Hard Prompts13241451
DTBench52.5%90.1%
ForecastBench57.161.4
ARC-AGI-2—65.1%
Kagi LLM Benchmark—75%
NYT Connections (extended)—85.4%
ARC-AGI-1—89.5%
Chess Puzzles—24%
Thematic Generalization—63.8%
LiveBench Reasoning50.1%—
LiveBench Data Analysis65.5%—
LMCA—38.7%
Epoch Capabilities Index—151.98
LiveBench54.3%—

Math Grok 4.20 (Non-Reasoning) leads

Gemini 2.0 Flash-Lite: 34.1 (#196), Grok 4.20 (Non-Reasoning): 48.2 (#65)

Math benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 (Non-Reasoning)
LMArena Math13091455
FrontierMath (Tiers 1-3)—44.9%
FrontierMath Tier 4—17.1%
OTIS Mock AIME 2024-2025—92.2%
ProofBench—14%
Omni-MATH37.4%—
LiveBench Math58.1%—

Knowledge Grok 4.20 (Non-Reasoning) leads

Gemini 2.0 Flash-Lite: 35.0 (#189), Grok 4.20 (Non-Reasoning): 52.8 (#60)

Knowledge benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 (Non-Reasoning)
LMArena Expert13051439
GPQA Diamond—89.3%
SimpleQA Verified—30.2%
MMLU-Pro72%—
GPQA (HELM)50%—

Multimodal Grok 4.20 (Non-Reasoning) leads

Gemini 2.0 Flash-Lite: 31.2 (#109), Grok 4.20 (Non-Reasoning): 33.3 (#98)

Multimodal benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 (Non-Reasoning)
LMArena Vision11001263
Blueprint-Bench 2—0%
LMArena Document—1416

Multilingual Grok 4.20 (Non-Reasoning) leads

Gemini 2.0 Flash-Lite: 46.0 (#161), Grok 4.20 (Non-Reasoning): 54.5 (#40)

Multilingual benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 (Non-Reasoning)
LMArena Non-English13231441
LMArena Chinese13391481
LMArena French13471476
LMArena German13061465
LMArena Japanese13011449
LMArena Korean13251417
LMArena Russian13281458
LMArena Spanish13131443

Instruction Following Grok 4.20 (Non-Reasoning) leads

Gemini 2.0 Flash-Lite: 70.4 (#163), Grok 4.20 (Non-Reasoning): 74.8 (#83)

Instruction Following benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 (Non-Reasoning)
LMArena Instruction Following13051420
LiveBench Instruction Following78.3%—
IFEval82.4%—

Long Context Grok 4.20 (Non-Reasoning) leads

Gemini 2.0 Flash-Lite: 40.1 (#160), Grok 4.20 (Non-Reasoning): 45.5 (#34)

Long Context benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 (Non-Reasoning)
LMArena Longer Query13201437
CL-bench—22.2%
CL-bench Life—11.9%

Writing & Preference Grok 4.20 (Non-Reasoning) leads

Gemini 2.0 Flash-Lite: 51.7 (#177), Grok 4.20 (Non-Reasoning): 65.7 (#44)

Writing & Preference benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 (Non-Reasoning)
LMArena Text13301451
LMArena Creative Writing13191438
LMArena Multi-Turn13071456
EQ-Bench Creative Writing—1574
WildBench79%—
LiveBench Language34.3%—

Frequently asked questions

Is Gemini 2.0 Flash-Lite better than Grok 4.20 (Non-Reasoning)?

Grok 4.20 (Non-Reasoning) is the stronger model overall, scoring 48.6 to 37.8 on the Noometry Index.

Is Gemini 2.0 Flash-Lite or Grok 4.20 (Non-Reasoning) better for coding?

Grok 4.20 (Non-Reasoning) scores higher on coding benchmarks: 42.1 versus 37.9 in the Noometry coding category.

How many benchmarks do Gemini 2.0 Flash-Lite and Grok 4.20 (Non-Reasoning) share?

20 benchmarks have published results for both models. Gemini 2.0 Flash-Lite has 32 scored results on Noometry and Grok 4.20 (Non-Reasoning) has 46.

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