Model comparison

Gemini 3 Flash Preview vs Grok 4.20 Multi-Agent

Gemini 3 Flash Preview is the stronger model overall, scoring 52.3 to 46.2 on the Noometry Index.

Last verified . 20 shared benchmarks.

Gemini 3 Flash Preview Google

52.3

Rank #40 Confirmed

Grok 4.20 Multi-Agent xAI

46.2

Rank #65 Confirmed

Summary

  • They share 20 benchmarks with published results for both. Gemini 3 Flash Preview scores higher in 9 categories and Grok 4.20 Multi-Agent in 0 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Gemini 3 Flash Preview leads 58.8 to 40.4.
  • The biggest single-benchmark swing is NYT Connections (extended): 83.1% for Gemini 3 Flash Preview and 89.6% for Grok 4.20 Multi-Agent.
  • Gemini 3 Flash Preview is cheaper at $0.50 / $3 per million input/output tokens, against $1.25 / $2.50 for Grok 4.20 Multi-Agent.
  • Gemini 3 Flash Preview accepts more context: 1.05M tokens versus 1M.

Side by side

Gemini 3 Flash Preview and Grok 4.20 Multi-Agent specifications
Gemini 3 Flash PreviewGrok 4.20 Multi-Agent
ProviderGooglexAI
Noometry Index52.346.2
Released2025-12-172026-03-09
WeightsProprietaryProprietary
Context window1.05M1M
Max output66K30K
Input $ / M tokens$0.50$1.25
Output $ / M tokens$3$2.50
Results tracked5920

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Category by category

Coding Gemini 3 Flash Preview leads

Gemini 3 Flash Preview: 50.9 (#42), Grok 4.20 Multi-Agent: 43.0 (#92)

Coding benchmarks
BenchmarkGemini 3 Flash PreviewGrok 4.20 Multi-Agent
LMArena Coding14601457
SWE-bench Verified75.4%—
SWE-bench Verified (bash only)75.8%—
LMArena WebDev1439—
SWE-bench Multilingual72.7%—
GSO9.8%—
WeirdML61.6%—
ALE-Bench1,367—

Agentic & Tool Use Not comparable

Gemini 3 Flash Preview: 38.7 (#29), Grok 4.20 Multi-Agent: —

Agentic & Tool Use benchmarks
BenchmarkGemini 3 Flash PreviewGrok 4.20 Multi-Agent
LMArena Search11981204
Terminal-Bench64.3%—
τ²-bench Airline82.5%—
τ²-bench Banking27.3%—
τ²-bench Retail76.8%—
τ²-bench Telecom91.2%—
DeepResearch Bench49.8%—
BALROG48.1%—
GDP.pdf10%—
Vending-Bench 23,635—

Reasoning Gemini 3 Flash Preview leads

Gemini 3 Flash Preview: 49.2 (#37), Grok 4.20 Multi-Agent: 43.9 (#48)

Reasoning benchmarks
BenchmarkGemini 3 Flash PreviewGrok 4.20 Multi-Agent
NYT Connections (extended)83.1%89.6%
LMArena Hard Prompts14651448
ARC-AGI-233.6%—
SimpleBench61.1%—
ARC-AGI-184.7%—
Chess Puzzles40%—
Mystery Game Puzzles26%—
DTBench89.1%—
LMCA43.1%—
Epoch Capabilities Index151.8—
ForecastBench58.5—

Math Gemini 3 Flash Preview leads

Gemini 3 Flash Preview: 51.7 (#55), Grok 4.20 Multi-Agent: 39.4 (#104)

Math benchmarks
BenchmarkGemini 3 Flash PreviewGrok 4.20 Multi-Agent
LMArena Math14731442
FrontierMath (Tiers 1-3)51.2%—
FrontierMath Tier 417.1%—
MathArena Final-Answer Competitions67.6%—
OTIS Mock AIME 2024-202595.6%—
ProofBench15%—
FrontierMath (Feb 2025 set)35.6%—
FrontierMath Tier 4 (v1)4.2%—

Knowledge Gemini 3 Flash Preview leads

Gemini 3 Flash Preview: 58.8 (#33), Grok 4.20 Multi-Agent: 40.4 (#119)

Knowledge benchmarks
BenchmarkGemini 3 Flash PreviewGrok 4.20 Multi-Agent
LMArena Expert14621445
GPQA Diamond89.4%—
SimpleQA Verified66.8%—
Vectara Hallucination Rate13.5%—

Multimodal Gemini 3 Flash Preview leads

Gemini 3 Flash Preview: 45.5 (#16), Grok 4.20 Multi-Agent: 40.5 (#48)

Multimodal benchmarks
BenchmarkGemini 3 Flash PreviewGrok 4.20 Multi-Agent
LMArena Vision12851259
GeoBench88%—
VPCT72.6%—
Blueprint-Bench 20%—
LMArena Document1413—

Multilingual Gemini 3 Flash Preview leads

Gemini 3 Flash Preview: 55.7 (#27), Grok 4.20 Multi-Agent: 54.4 (#43)

Multilingual benchmarks
BenchmarkGemini 3 Flash PreviewGrok 4.20 Multi-Agent
LMArena Non-English14581440
LMArena Chinese15111475
LMArena French14771466
LMArena German14971456
LMArena Japanese14891405
LMArena Korean14431416
LMArena Russian14801457
LMArena Spanish14691447

Instruction Following Too close to call

Gemini 3 Flash Preview: 75.7 (#56), Grok 4.20 Multi-Agent: 74.8 (#84)

Instruction Following benchmarks
BenchmarkGemini 3 Flash PreviewGrok 4.20 Multi-Agent
LMArena Instruction Following14371420

Long Context Too close to call

Gemini 3 Flash Preview: 44.4 (#67), Grok 4.20 Multi-Agent: 43.7 (#88)

Long Context benchmarks
BenchmarkGemini 3 Flash PreviewGrok 4.20 Multi-Agent
LMArena Longer Query14521431

Writing & Preference Gemini 3 Flash Preview leads

Gemini 3 Flash Preview: 65.5 (#45), Grok 4.20 Multi-Agent: 64.0 (#59)

Writing & Preference benchmarks
BenchmarkGemini 3 Flash PreviewGrok 4.20 Multi-Agent
LMArena Text14661450
LMArena Creative Writing14571436
LMArena Multi-Turn14711452

Frequently asked questions

Is Gemini 3 Flash Preview better than Grok 4.20 Multi-Agent?

Gemini 3 Flash Preview is the stronger model overall, scoring 52.3 to 46.2 on the Noometry Index.

Which is cheaper, Gemini 3 Flash Preview or Grok 4.20 Multi-Agent?

Gemini 3 Flash Preview is cheaper. It lists at $0.50 per million input tokens and $3 per million output tokens; Grok 4.20 Multi-Agent lists at $1.25 and $2.50.

Is Gemini 3 Flash Preview or Grok 4.20 Multi-Agent better for coding?

Gemini 3 Flash Preview scores higher on coding benchmarks: 50.9 versus 43.0 in the Noometry coding category.

Which has the bigger context window?

Gemini 3 Flash Preview does, with 1.05M tokens against 1M.

How many benchmarks do Gemini 3 Flash Preview and Grok 4.20 Multi-Agent share?

20 benchmarks have published results for both models. Gemini 3 Flash Preview has 59 scored results on Noometry and Grok 4.20 Multi-Agent has 20.

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