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Model comparison

Claude 3 Opus vs Llama 4 Maverick

Data verified

Head-to-head evidence from 5 shared benchmark results across 2 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

Anthropic
41.13/100
Margin
17.6pts
← winning
23.49/100
0 category wins0 category wins

Public leaderboard positions: Claude 3 Opus #168 (Supported); Llama 4 Maverick #191 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Claude 3 Opus and Llama 4 Maverick share 5 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Claude 3 Opus; 13 to Llama 4 Maverick.

Updated July 20, 2026
Shared results
5
Claude 3 Opus only
0
Llama 4 Maverick only
13
Comparable categories
0 / 8

Benchmark data for Claude 3 Opus and Llama 4 Maverick is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 5 shared benchmark results across 2 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.

Claude 3 Opus is priced at $15.00 input / $75.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Llama 4 Maverick. Llama 4 Maverick has the larger context window at 1M, compared with 200K for Claude 3 Opus.

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 Claude 3 Opus and Llama 4 Maverick
CategoryClaude 3 OpusΔLlama 4 Maverick
MathClaude 3 OpusNot measuredMarginNo overlapLlama 4 Maverick0.7

Operational comparison

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

MetricClaude 3 OpusLlama 4 MaverickComparison
Input / output priceUSD per 1M tokensClaude 3 Opus$15 input / $75 outputLlama 4 Maverick$0 input / $0 outputLlama 4 Maverick has the lower combined listed price.
Generation speedtokens per secondClaude 3 OpusNot availableLlama 4 Maverick121 tok/sA complete speed comparison is not available.
First-answer latencyseconds to first tokenClaude 3 OpusNot availableLlama 4 Maverick0.95 sA complete latency comparison is not available.
Context windowmaximum listed tokensClaude 3 Opus200KLlama 4 Maverick1MLlama 4 Maverick lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkClaude 3 OpusLlama 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
BenchmarkClaude 3 OpusLlama 4 MaverickResult
AA Coding IndexSource 19.5%16.3%Claude 3 Opus leads
AA-SciCodeSource 23.3%33.1%Llama 4 Maverick leads
Reasoning
BenchmarkClaude 3 OpusLlama 4 MaverickResult
AA-LCRSource 46.0%Not comparable
CritPtSource 0.0%Not comparable
Knowledge
BenchmarkClaude 3 OpusLlama 4 MaverickResult
Artificial Analysis Intelligence IndexSource 11.8%14.3%Llama 4 Maverick leads
AA-GPQA DiamondSource 48.9%67.1%Llama 4 Maverick leads
AA-HLESource 3.1%4.8%Llama 4 Maverick leads
AA-Omniscience IndexSource -41.8%Not comparable
AA-Omniscience AccuracySource 24.3%Not comparable
AA-Omniscience Hallucination RateSource 87.3%Not comparable
Math
BenchmarkClaude 3 OpusLlama 4 MaverickResult
FrontierMath v2 (Tiers 1-3)Source 0.690%Not comparable
Multimodal
BenchmarkClaude 3 OpusLlama 4 MaverickResult
AA-MMMU-ProSource 62.1%Not comparable
Design Arena WebsiteSource 903Not comparable
Inst. Following
BenchmarkClaude 3 OpusLlama 4 MaverickResult
AA-IFBenchSource 43.0%Not comparable
Frequently Asked Questions (3)

Can I compare Claude 3 Opus and Llama 4 Maverick 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 Claude 3 Opus and Llama 4 Maverick today?

Claude 3 Opus: $15.00 input / $75.00 output per 1M tokens Llama 4 Maverick: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

Self-host vs API cost

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

Claude 3 Opus
API / mo$67,500
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 20, 2026

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