Model comparison

GPT-5.5 Pro vs Grok 4 Fast

GPT-5.5 Pro is the stronger model overall, scoring 64.3 to 39.4 on the Noometry Index.

Last verified . 4 shared benchmarks.

GPT-5.5 Pro OpenAI

64.3

Rank #8 Confirmed

Grok 4 Fast xAI

39.4

Rank #167 Confirmed

Summary

  • They share 4 benchmarks with published results for both. GPT-5.5 Pro scores higher in 3 categories and Grok 4 Fast in 0 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where GPT-5.5 Pro leads 73.3 to 22.2.
  • The biggest single-benchmark swing is ARC-AGI-2: 84.6% for GPT-5.5 Pro and 5.3% for Grok 4 Fast.

Side by side

GPT-5.5 Pro and Grok 4 Fast specifications
GPT-5.5 ProGrok 4 Fast
ProviderOpenAIxAI
Noometry Index64.339.4
Released2026-04-232025-09-19
WeightsProprietaryProprietary
Context window1.05M—
Max output128K—
Input $ / M tokens$30—
Output $ / M tokens$180—
Results tracked1430

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Category by category

Coding Not comparable

GPT-5.5 Pro: —, Grok 4 Fast: 32.5 (#271)

Coding benchmarks
BenchmarkGPT-5.5 ProGrok 4 Fast
LMArena WebDev—1159
WeirdML—42.9%
LMArena Coding—1429

Agentic & Tool Use Not comparable

GPT-5.5 Pro: —, Grok 4 Fast: 29.5 (#86)

Agentic & Tool Use benchmarks
BenchmarkGPT-5.5 ProGrok 4 Fast
τ²-bench Banking—15.7%
Cybench—30%
LMArena Search—1171

Reasoning GPT-5.5 Pro leads

GPT-5.5 Pro: 73.3 (#10), Grok 4 Fast: 22.2 (#201)

Reasoning benchmarks
BenchmarkGPT-5.5 ProGrok 4 Fast
ARC-AGI-284.6%5.3%
ARC-AGI-196.5%48.5%
DTBench96%82.7%
Epoch Capabilities Index162.07144.2
SimpleBench76.9%—
Kagi LLM Benchmark—66.1%
CritPt30.6%—
Chess Puzzles64%—
LMArena Hard Prompts—1412
LMCA53.9%—
ForecastBench—60.5

Math GPT-5.5 Pro leads

GPT-5.5 Pro: 84.0 (#10), Grok 4 Fast: 38.9 (#123)

Math benchmarks
BenchmarkGPT-5.5 ProGrok 4 Fast
FrontierMath (Tiers 1-3)87.7%—
FrontierMath Tier 478%—
OTIS Mock AIME 2024-2025100%—
LMArena Math—1419
FrontierMath (Feb 2025 set)52.4%—
FrontierMath Tier 4 (v1)39.6%—

Knowledge GPT-5.5 Pro leads

GPT-5.5 Pro: 64.1 (#19), Grok 4 Fast: 32.0 (#214)

Knowledge benchmarks
BenchmarkGPT-5.5 ProGrok 4 Fast
GPQA Diamond93.9%—
Vectara Hallucination Rate—19.7%
LMArena Expert—1411

Multilingual Not comparable

GPT-5.5 Pro: —, Grok 4 Fast: 51.3 (#111)

Multilingual benchmarks
BenchmarkGPT-5.5 ProGrok 4 Fast
LMArena Non-English—1396
LMArena Chinese—1457
LMArena French—1431
LMArena German—1383
LMArena Japanese—1352
LMArena Korean—1357
LMArena Russian—1389
LMArena Spanish—1415

Instruction Following Not comparable

GPT-5.5 Pro: —, Grok 4 Fast: 73.2 (#121)

Instruction Following benchmarks
BenchmarkGPT-5.5 ProGrok 4 Fast
LMArena Instruction Following—1387

Long Context Not comparable

GPT-5.5 Pro: —, Grok 4 Fast: 63.2 (#3)

Long Context benchmarks
BenchmarkGPT-5.5 ProGrok 4 Fast
Fiction.LiveBench—94.4%
LMArena Longer Query—1415

Writing & Preference Not comparable

GPT-5.5 Pro: —, Grok 4 Fast: 60.0 (#102)

Writing & Preference benchmarks
BenchmarkGPT-5.5 ProGrok 4 Fast
LMArena Text—1407
LMArena Creative Writing—1387
LMArena Multi-Turn—1414

Frequently asked questions

Is GPT-5.5 Pro better than Grok 4 Fast?

GPT-5.5 Pro is the stronger model overall, scoring 64.3 to 39.4 on the Noometry Index.

How many benchmarks do GPT-5.5 Pro and Grok 4 Fast share?

4 benchmarks have published results for both models. GPT-5.5 Pro has 14 scored results on Noometry and Grok 4 Fast has 30.

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