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Model comparison

GPT-5 (high) vs Grok 4

Data verified

Head-to-head evidence from 12 shared benchmark results across 6 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

58.61/100
Margin
1.8pts
winning →
60.42/100
0 category wins0 category wins

Public leaderboard positions: GPT-5 (high) #63 (Estimated); Grok 4 #50 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. GPT-5 (high) and Grok 4 share 12 comparable benchmark results. 0 of 8 categories are comparable. 8 results are unique to GPT-5 (high); 4 to Grok 4.

Updated July 20, 2026
Shared results
12
GPT-5 (high) only
8
Grok 4 only
4
Comparable categories
0 / 8

Benchmark data for GPT-5 (high) and Grok 4 is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 12 shared benchmark results across 6 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

Category breakdown

Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.

Category scores and score margins for GPT-5 (high) and Grok 4
CategoryGPT-5 (high)ΔGrok 4
MathGPT-5 (high)Not measuredMarginNo overlapGrok 415.3

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricGPT-5 (high)Grok 4Comparison
Input / output priceUSD per 1M tokensGPT-5 (high)$1.25 input / $10 outputGrok 4Not availableA complete price comparison is not available.
Generation speedtokens per secondGPT-5 (high)83 tok/sGrok 454 tok/sGPT-5 (high) has the higher measured throughput.
First-answer latencyseconds to first tokenGPT-5 (high)36.28 sGrok 415.60 sGrok 4 reaches the first token sooner.
Context windowmaximum listed tokensGPT-5 (high)128KGrok 4128KListed context windows are equal.

Benchmark Deep Dive

Agentic
BenchmarkGPT-5 (high)Grok 4Result
AA Agentic IndexSource 25.7%Not comparable
τ²-bench resultsSource 84.8%74.9%GPT-5 (high) leads
GDPval-AASource 28.7%Not comparable
GDPval-AASource 1075Not comparable
JobBenchSource 8.5%Not comparable
Gert LabsSource 42.34%Not comparable
Coding
BenchmarkGPT-5 (high)Grok 4Result
Vibe Code BenchSource 20.09%Not comparable
AA Coding IndexSource 37.8%Not comparable
AA-SciCodeSource 42.9%45.7%Grok 4 leads
React Native EvalsSource 72.6%Not comparable
Reasoning
BenchmarkGPT-5 (high)Grok 4Result
AA-LCRSource 75.6%68.0%GPT-5 (high) leads
CritPtSource 5.7%2.0%GPT-5 (high) leads
Knowledge
BenchmarkGPT-5 (high)Grok 4Result
Artificial Analysis Intelligence IndexSource 34.7%33.3%GPT-5 (high) leads
AA-GPQA DiamondSource 85.4%87.7%Grok 4 leads
AA-HLESource 26.5%23.9%GPT-5 (high) leads
AA-Omniscience IndexSource -8.1%3.8%Grok 4 leads
AA-Omniscience AccuracySource 40.7%41.4%Grok 4 leads
AA-Omniscience Hallucination RateSource 82.1%64.2%Grok 4 leads
Math
BenchmarkGPT-5 (high)Grok 4Result
AA MATH-500Source 99.4%Not comparable
FrontierMath v2 (Tiers 1-3)Source 19.655%Not comparable
FrontierMath v2 (Tier 4)Source 2.083%Not comparable
Multimodal
BenchmarkGPT-5 (high)Grok 4Result
AA-MMMU-ProSource 74.2%68.8%GPT-5 (high) leads
Design Arena WebsiteSource 1217Not comparable
Inst. Following
BenchmarkGPT-5 (high)Grok 4Result
AA-IFBenchSource 73.1%53.7%GPT-5 (high) leads
Frequently Asked Questions (3)

Can I compare GPT-5 (high) and Grok 4 on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for GPT-5 (high) and Grok 4 today?

GPT-5 (high): $1.25 input / $10.00 output per 1M tokens Grok 4: Pricing unavailable Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

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Last updated: July 20, 2026

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