Model comparison

GPT-5.2 Pro vs Grok 4.20 Multi-Agent

GPT-5.2 Pro is the stronger model overall, scoring 52.2 to 45.5 on the Noometry Index. Grok 4.20 Multi-Agent costs 37× less per token, which makes it the better buy when GPT-5.2 Pro's lead doesn't matter for your workload.

Last verified . 1 shared benchmarks.

GPT-5.2 Pro OpenAI

52.2

Rank #34 Reported

Grok 4.20 Multi-Agent xAI

45.5

Rank #62 Confirmed

Summary

  • They share 1 benchmark with published results for both. GPT-5.2 Pro scores higher in 2 categories and Grok 4.20 Multi-Agent in 0 categories; 2 gaps are clear of the uncertainty.
  • The widest gap is in math, where GPT-5.2 Pro leads 64.8 to 36.6.
  • The biggest single-benchmark swing is NYT Connections (extended): 79.3% for GPT-5.2 Pro and 89.6% for Grok 4.20 Multi-Agent.
  • Grok 4.20 Multi-Agent is cheaper at $1.25 / $2.50 per million input/output tokens, against $21 / $168 for GPT-5.2 Pro.
  • Grok 4.20 Multi-Agent accepts more context: 1M tokens versus 400K.

Side by side

GPT-5.2 Pro and Grok 4.20 Multi-Agent specifications
GPT-5.2 ProGrok 4.20 Multi-Agent
ProviderOpenAIxAI
Noometry Index52.245.5
Released2025-12-112026-03-09
WeightsProprietaryProprietary
Context window400K1M
Max output128K30K
Input $ / M tokens$21$1.25
Output $ / M tokens$168$2.50
Results tracked820

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Category by category

Coding Not comparable

GPT-5.2 Pro: —, Grok 4.20 Multi-Agent: 42.4 (#91)

Coding benchmarks
BenchmarkGPT-5.2 ProGrok 4.20 Multi-Agent
LMArena Coding—1458

Agentic & Tool Use Not comparable

GPT-5.2 Pro: —, Grok 4.20 Multi-Agent: —

Agentic & Tool Use benchmarks
BenchmarkGPT-5.2 ProGrok 4.20 Multi-Agent
LMArena Search—1204

Reasoning GPT-5.2 Pro leads

GPT-5.2 Pro: 51.8 (#31), Grok 4.20 Multi-Agent: 42.4 (#44)

Reasoning benchmarks
BenchmarkGPT-5.2 ProGrok 4.20 Multi-Agent
NYT Connections (extended)79.3%89.6%
ARC-AGI-254.2%—
SimpleBench57.4%—
ARC-AGI-190.5%—
LMArena Hard Prompts—1448
Epoch Capabilities Index155.41—

Math GPT-5.2 Pro leads

GPT-5.2 Pro: 64.8 (#23), Grok 4.20 Multi-Agent: 36.6 (#106)

Math benchmarks
BenchmarkGPT-5.2 ProGrok 4.20 Multi-Agent
FrontierMath (Tiers 1-3)74%—
FrontierMath Tier 446%—
LMArena Math—1441
FrontierMath Tier 4 (v1)31.3%—

Knowledge Not comparable

GPT-5.2 Pro: —, Grok 4.20 Multi-Agent: 39.7 (#116)

Knowledge benchmarks
BenchmarkGPT-5.2 ProGrok 4.20 Multi-Agent
LMArena Expert—1445

Multimodal Not comparable

GPT-5.2 Pro: —, Grok 4.20 Multi-Agent: 39.8 (#44)

Multimodal benchmarks
BenchmarkGPT-5.2 ProGrok 4.20 Multi-Agent
LMArena Vision—1259

Multilingual Not comparable

GPT-5.2 Pro: —, Grok 4.20 Multi-Agent: 54.6 (#40)

Multilingual benchmarks
BenchmarkGPT-5.2 ProGrok 4.20 Multi-Agent
LMArena Non-English—1440
LMArena Chinese—1475
LMArena French—1467
LMArena German—1456
LMArena Japanese—1405
LMArena Korean—1416
LMArena Russian—1457
LMArena Spanish—1447

Instruction Following Not comparable

GPT-5.2 Pro: —, Grok 4.20 Multi-Agent: 75.0 (#80)

Instruction Following benchmarks
BenchmarkGPT-5.2 ProGrok 4.20 Multi-Agent
LMArena Instruction Following—1420

Long Context Not comparable

GPT-5.2 Pro: —, Grok 4.20 Multi-Agent: 43.7 (#84)

Long Context benchmarks
BenchmarkGPT-5.2 ProGrok 4.20 Multi-Agent
LMArena Longer Query—1430

Writing & Preference Not comparable

GPT-5.2 Pro: —, Grok 4.20 Multi-Agent: 64.1 (#57)

Writing & Preference benchmarks
BenchmarkGPT-5.2 ProGrok 4.20 Multi-Agent
LMArena Text—1450
LMArena Creative Writing—1435
LMArena Multi-Turn—1451

Frequently asked questions

Is GPT-5.2 Pro better than Grok 4.20 Multi-Agent?

GPT-5.2 Pro is the stronger model overall, scoring 52.2 to 45.5 on the Noometry Index. Grok 4.20 Multi-Agent costs 37× less per token, which makes it the better buy when GPT-5.2 Pro's lead doesn't matter for your workload.

Which is cheaper, GPT-5.2 Pro or Grok 4.20 Multi-Agent?

Grok 4.20 Multi-Agent is cheaper. It lists at $1.25 per million input tokens and $2.50 per million output tokens; GPT-5.2 Pro lists at $21 and $168.

Which has the bigger context window?

Grok 4.20 Multi-Agent does, with 1M tokens against 400K.

How many benchmarks do GPT-5.2 Pro and Grok 4.20 Multi-Agent share?

1 benchmark has published results for both models. GPT-5.2 Pro has 8 scored results on Noometry and Grok 4.20 Multi-Agent has 20.

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