Skip to main content

Model comparison

Grok 3 [Beta] vs Llama 4 Maverick

Data verified

Head-to-head evidence from 1 shared benchmark result across 1 category. Overall scores shown here use the public BenchAlign v5 ranking lane.

40.43/100
Margin
16.9pts
← winning
23.49/100
1 category wins0 category wins

Public leaderboard positions: Grok 3 [Beta] #171 (Supported); Llama 4 Maverick #191 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Grok 3 [Beta] and Llama 4 Maverick share 1 comparable benchmark result. 1 of 8 categories are comparable. 1 result is unique to Grok 3 [Beta]; 17 to Llama 4 Maverick.

Updated July 22, 2026
Shared results
1
Grok 3 [Beta] only
1
Llama 4 Maverick only
17
Comparable categories
1 / 8

Pick Grok 3 [Beta] if you want the stronger benchmark profile. Llama 4 Maverick only becomes the better choice if you need the larger 1M context window.

Confidence note. This is a partial-evidence comparison with 1 shared benchmark result across 1 evidence category; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

Grok 3 [Beta] is clearly ahead on the BenchAlign aggregate, 40.43 to 23.49. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Grok 3 [Beta]'s sharpest advantage is in mathematics, where it averages 2.8 against 0.7. The single biggest benchmark swing on the page is FrontierMath v2 (Tiers 1-3), 3.793% to 0.690%.

Llama 4 Maverick gives you the larger context window at 1M, compared with 128K for Grok 3 [Beta].

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 Grok 3 [Beta] and Llama 4 Maverick
CategoryGrok 3 [Beta]ΔLlama 4 Maverick
MathGrok 3 [Beta]2.8Margin 2.1Llama 4 Maverick0.7

Decisive benchmark drivers

The largest measured benchmark gaps in this matchup, with exact reported values.

More
A · Grok 3 [Beta]B · Llama 4 Maverick
  1. FrontierMath v2 (Tiers 1-3)

    Math
    Source ↗
    A 3.793%B 0.690%
    Winner: Grok 3 [Beta]Δ 3.1
    FrontierMath v2 (Tiers 1-3): Grok 3 [Beta] scored 3.793%; Llama 4 Maverick scored 0.690%. Grok 3 [Beta] wins this benchmark.

Operational comparison

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

MetricGrok 3 [Beta]Llama 4 MaverickComparison
Input / output priceUSD per 1M tokensGrok 3 [Beta]Not availableLlama 4 Maverick$0 input / $0 outputA complete price comparison is not available.
Generation speedtokens per secondGrok 3 [Beta]Not availableLlama 4 Maverick121 tok/sA complete speed comparison is not available.
First-answer latencyseconds to first tokenGrok 3 [Beta]Not availableLlama 4 Maverick0.95 sA complete latency comparison is not available.
Context windowmaximum listed tokensGrok 3 [Beta]128KLlama 4 Maverick1MLlama 4 Maverick lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGrok 3 [Beta]Llama 4 MaverickResult
AA Agentic IndexSource 1.3%Not comparable
τ²-bench resultsSource 17.8%Not comparable
GDPval-AASource 0.0%Not comparable
GDPval-AASource -16Not comparable
Coding
BenchmarkGrok 3 [Beta]Llama 4 MaverickResult
AA Coding IndexSource 16.3%Not comparable
AA-SciCodeSource 33.1%Not comparable
Reasoning
BenchmarkGrok 3 [Beta]Llama 4 MaverickResult
AA-LCRSource 46.0%Not comparable
CritPtSource 0.0%Not comparable
Knowledge
BenchmarkGrok 3 [Beta]Llama 4 MaverickResult
Artificial Analysis Intelligence IndexSource 14.3%Not comparable
AA-GPQA DiamondSource 67.1%Not comparable
AA-HLESource 4.8%Not comparable
AA-Omniscience IndexSource -41.8%Not comparable
AA-Omniscience AccuracySource 24.3%Not comparable
AA-Omniscience Hallucination RateSource 87.3%Not comparable
MathGrok 3 [Beta] wins
BenchmarkGrok 3 [Beta]Llama 4 MaverickResult
FrontierMath v2 (Tiers 1-3)Source 3.793%0.690%Grok 3 [Beta] leads
FrontierMath v2 (Tier 4)Source 0.000%Not comparable
Multimodal
BenchmarkGrok 3 [Beta]Llama 4 MaverickResult
AA-MMMU-ProSource 62.1%Not comparable
Design Arena WebsiteSource 901Not comparable
Inst. Following
BenchmarkGrok 3 [Beta]Llama 4 MaverickResult
AA-IFBenchSource 43.0%Not comparable
Frequently Asked Questions (2)

Which is better, Grok 3 [Beta] or Llama 4 Maverick?

Grok 3 [Beta] is ahead on BenchLM's BenchAlign leaderboard, 40.43 to 23.49. The biggest single separator in this matchup is FrontierMath v2 (Tiers 1-3), where the scores are 3.793% and 0.690%.

Which is better for math, Grok 3 [Beta] or Llama 4 Maverick?

Grok 3 [Beta] has the edge for math in this comparison, averaging 2.8 versus 0.7. Inside this category, FrontierMath v2 (Tiers 1-3) is the benchmark that creates the most daylight between them.

Self-host vs API cost

Estimates at 50,000 req/day · 1000 tokens/req average.

Grok 3 [Beta]
API / mo$0
Self-host / moNot listed
Break-even
Proprietary model — self-hosting not applicable.
Llama 4 Maverick
API / mo$0
Self-host / mo$2,610
Break-even
Model the full break-even

Related Comparisons

Last updated: July 22, 2026

Choose a model with this week’s evidence

Join 2,000+ readers for ranking moves, pricing changes, and the claims that still need proof.

One email each week. Unsubscribe anytime.