Model comparison

Gemini 2.0 Flash-Lite vs Grok 4.20 Multi-Agent

Grok 4.20 Multi-Agent is the stronger model overall, scoring 45.5 to 37.3 on the Noometry Index.

Last verified . 18 shared benchmarks.

Gemini 2.0 Flash-Lite Google

37.3

Rank #189 Confirmed

Grok 4.20 Multi-Agent xAI

45.5

Rank #62 Confirmed

Summary

  • They share 18 benchmarks with published results for both. Gemini 2.0 Flash-Lite scores higher in 0 categories and Grok 4.20 Multi-Agent in 9 categories; 9 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Grok 4.20 Multi-Agent leads 42.4 to 21.2.

Side by side

Gemini 2.0 Flash-Lite and Grok 4.20 Multi-Agent specifications
Gemini 2.0 Flash-LiteGrok 4.20 Multi-Agent
ProviderGooglexAI
Noometry Index37.345.5
Released2025-02-052026-03-09
WeightsProprietaryProprietary
Context window—1M
Max output—30K
Input $ / M tokens—$1.25
Output $ / M tokens—$2.50
Results tracked3220

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Category by category

Coding Grok 4.20 Multi-Agent leads

Gemini 2.0 Flash-Lite: 37.4 (#181), Grok 4.20 Multi-Agent: 42.4 (#91)

Coding benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 Multi-Agent
LMArena Coding13221458
LiveBench Coding47.1%—

Agentic & Tool Use Not comparable

Gemini 2.0 Flash-Lite: —, Grok 4.20 Multi-Agent: —

Agentic & Tool Use benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 Multi-Agent
LMArena Search—1204

Reasoning Grok 4.20 Multi-Agent leads

Gemini 2.0 Flash-Lite: 21.2 (#203), Grok 4.20 Multi-Agent: 42.4 (#44)

Reasoning benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 Multi-Agent
LMArena Hard Prompts13241448
NYT Connections (extended)—89.6%
LiveBench Reasoning50.1%—
DTBench52.5%—
LiveBench Data Analysis65.5%—
ForecastBench57.1—
LiveBench54.3%—

Math Grok 4.20 Multi-Agent leads

Gemini 2.0 Flash-Lite: 31.8 (#192), Grok 4.20 Multi-Agent: 36.6 (#106)

Math benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 Multi-Agent
LMArena Math13091441
Omni-MATH37.4%—
LiveBench Math58.1%—

Knowledge Grok 4.20 Multi-Agent leads

Gemini 2.0 Flash-Lite: 34.6 (#185), Grok 4.20 Multi-Agent: 39.7 (#116)

Knowledge benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 Multi-Agent
LMArena Expert13051445
MMLU-Pro72%—
GPQA (HELM)50%—

Multimodal Grok 4.20 Multi-Agent leads

Gemini 2.0 Flash-Lite: 30.6 (#103), Grok 4.20 Multi-Agent: 39.8 (#44)

Multimodal benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 Multi-Agent
LMArena Vision11001259

Multilingual Grok 4.20 Multi-Agent leads

Gemini 2.0 Flash-Lite: 46.2 (#156), Grok 4.20 Multi-Agent: 54.6 (#40)

Multilingual benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 Multi-Agent
LMArena Non-English13231440
LMArena Chinese13391475
LMArena French13461467
LMArena German13061456
LMArena Japanese13021405
LMArena Korean13251416
LMArena Russian13281457
LMArena Spanish13131447

Instruction Following Grok 4.20 Multi-Agent leads

Gemini 2.0 Flash-Lite: 70.6 (#158), Grok 4.20 Multi-Agent: 75.0 (#80)

Instruction Following benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 Multi-Agent
LMArena Instruction Following13051420
LiveBench Instruction Following78.3%—
IFEval82.4%—

Long Context Grok 4.20 Multi-Agent leads

Gemini 2.0 Flash-Lite: 40.1 (#155), Grok 4.20 Multi-Agent: 43.7 (#84)

Long Context benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 Multi-Agent
LMArena Longer Query13211430

Writing & Preference Grok 4.20 Multi-Agent leads

Gemini 2.0 Flash-Lite: 51.9 (#172), Grok 4.20 Multi-Agent: 64.1 (#57)

Writing & Preference benchmarks
BenchmarkGemini 2.0 Flash-LiteGrok 4.20 Multi-Agent
LMArena Text13301450
LMArena Creative Writing13191435
LMArena Multi-Turn13071451
WildBench79%—
LiveBench Language34.3%—

Frequently asked questions

Is Gemini 2.0 Flash-Lite better than Grok 4.20 Multi-Agent?

Grok 4.20 Multi-Agent is the stronger model overall, scoring 45.5 to 37.3 on the Noometry Index.

Is Gemini 2.0 Flash-Lite or Grok 4.20 Multi-Agent better for coding?

Grok 4.20 Multi-Agent scores higher on coding benchmarks: 42.4 versus 37.4 in the Noometry coding category.

How many benchmarks do Gemini 2.0 Flash-Lite and Grok 4.20 Multi-Agent share?

18 benchmarks have published results for both models. Gemini 2.0 Flash-Lite has 32 scored results on Noometry and Grok 4.20 Multi-Agent has 20.

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