Llama 4 Maverick · Aider coding benchmarks · Polyglot · percent correct ↗
1 more reported result
15.6% · Llama 4 Maverick · Aider coding benchmarks · Polyglot · percent correct · Aider code editing benchmark ↗
Meta / MODEL EVIDENCE
43 benchmarks · 65 observations · 44 sources
43 benchmarks · large dot: Llama 4 Maverick; small dots: closest models where reported
Llama 4 Maverick · Aider coding benchmarks · Polyglot · percent correct ↗
15.6% · Llama 4 Maverick · Aider coding benchmarks · Polyglot · percent correct · Aider code editing benchmark ↗
Llama 4 Maverick · ARC-AGI · Score · % ↗
Llama 4 Maverick · Fiction.LiveBench · 16k token score · % ↗
Llama 4 Maverick · GeoBench · ACW Country % · % ↗
Llama 4 Maverick · Lech Mazur Writing · Mean rubric score / 10 ↗
Llama 4 Maverick · SimpleBench · Score (AVG@5) · % ↗
Llama 4 Maverick · WeirdML · Accuracy · % ↗
Llama 4 Maverick · ARC-AGI-2 · Score · % ↗
Llama 4 Maverick · HLE · Accuracy · % ↗
Llama 4 Maverick · CritPt · Accuracy · % ↗
Llama 4 Maverick · LMCA · Score · % ↗
Llama 4 Maverick · DTBench · Accuracy · % ↗
Llama 4 Maverick · SciCode · Score · % ↗
Llama 4 Maverick · SpatialViz-Bench · Overall score · % ↗
Llama 4 Maverick · EnigmaEval · Accuracy · % ↗
Llama 4 Maverick · General ECI · 26 October 2026 fit ↗
Llama 4 Maverick · LegalBench · Accuracy ↗
Llama 4 Maverick · CorpFin · Accuracy ↗
Llama 4 Maverick · MortgageTax · Accuracy ↗
66.56 % · Llama 4 Maverick · TaxEval · Accuracy · Vals AI · TaxEval ↗
Llama 4 Maverick · MedCode · Accuracy ↗
Llama 4 Maverick · MedScribe · Accuracy ↗
Llama 4 Maverick · MedQA · Accuracy ↗
Llama 4 Maverick · AIME · Accuracy ↗
Llama 4 Maverick · MATH 500 · Accuracy ↗
Llama 4 Maverick · MGSM · Accuracy ↗
Llama 4 Maverick · GPQA Diamond · Accuracy ↗
Llama 4 Maverick · MMLU Pro · Accuracy ↗
Llama 4 Maverick · MMMU Pro · Accuracy ↗
Llama 4 Maverick · SAGE · Accuracy ↗
Llama 4 Maverick · LiveCodeBench · Accuracy ↗
Llama 4 Maverick · Poker Agent · TrueSkill Rating ↗
llama-4-maverick · DistressBench · Score ↗
Llama 4 Maverick · Scale Labs · Risk elicitation score ↗
Llama 4 Maverick · Scale Labs · Score ↗
llama4-maverick · Scale Labs · Score ↗
Llama 4 Maverick · Scale Labs · Score ↗
Llama 4 Maverick · HealthBench Consensus · Overall criterion score · original comparison ↗
Llama 4 Maverick · HealthBench Hard · Weighted rubric score · original model comparison ↗
Llama 4 Maverick · LiveCodeBench Pro · Elo rating · human contest calibration ↗
0% · Llama 4 Maverick · LiveCodeBench Pro · Hard · pass@1 · difficulty breakdown · LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming? ↗
0% · Llama 4 Maverick · LiveCodeBench Pro · Medium · pass@1 · difficulty breakdown · LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming? ↗
15.5% · Llama 4 Maverick · LiveCodeBench Pro · Easy · pass@1 · difficulty breakdown · LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming? ↗
Llama 4 Maverick · TextQuests · No clues · game progress · source 500-step protocol ↗
16.1% · Llama 4 Maverick · TextQuests · With clues · game progress · source 500-step protocol · TextQuests: How Good are LLMs at Text-Based Video Games? ↗
Llama 4 Maverick · GAIA-2 · Gaia2 full · Execution pass@1 · baseline ReAct · three runs ↗
14.4% · Llama 4 Maverick · GAIA-2 · Gaia2 full · Search pass@1 · baseline ReAct · three runs · Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments ↗
2.1% · Llama 4 Maverick · GAIA-2 · Gaia2 full · Ambiguity pass@1 · baseline ReAct · three runs · Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments ↗
5% · Llama 4 Maverick · GAIA-2 · Gaia2 full · Adaptability pass@1 · baseline ReAct · three runs · Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments ↗
1.2% · Llama 4 Maverick · GAIA-2 · Gaia2 full · Time pass@1 · baseline ReAct · three runs · Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments ↗
6.2% · Llama 4 Maverick · GAIA-2 · Gaia2 full · Noise pass@1 · baseline ReAct · three runs · Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments ↗
9.2% · Llama 4 Maverick · GAIA-2 · Gaia2 full · Agent2Agent pass@1 · baseline ReAct · three runs · Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments ↗
7.4% · Llama 4 Maverick · GAIA-2 · Gaia2 full · Overall pass@1 · baseline ReAct · three runs · Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments ↗
Llama 4 Maverick · CyberSecEval · CyberSOCEval · malware analysis · Overall accuracy · CyberSecEval 4 · CyberSOCEval defensive-analysis comparison ↗
31% · Llama 4 Maverick · CyberSecEval · CyberSOCEval · malware analysis · Easy accuracy · CyberSecEval 4 · CyberSOCEval defensive-analysis comparison · CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning ↗
21% · Llama 4 Maverick · CyberSecEval · CyberSOCEval · malware analysis · Medium accuracy · CyberSecEval 4 · CyberSOCEval defensive-analysis comparison · CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning ↗
18% · Llama 4 Maverick · CyberSecEval · CyberSOCEval · malware analysis · Hard accuracy · CyberSecEval 4 · CyberSOCEval defensive-analysis comparison · CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning ↗
50.42% · Llama 4 Maverick · CyberSecEval · CyberSOCEval · threat intelligence · image input · Overall accuracy · CyberSecEval 4 · CyberSOCEval image-input comparison · CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning ↗
73% · Llama 4 Maverick · CyberSecEval · CyberSOCEval · threat intelligence · image input · NSA reports · CyberSecEval 4 · CyberSOCEval image-input comparison · CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning ↗
52% · Llama 4 Maverick · CyberSecEval · CyberSOCEval · threat intelligence · image input · CrowdStrike reports · CyberSecEval 4 · CyberSOCEval image-input comparison · CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning ↗
48% · Llama 4 Maverick · CyberSecEval · CyberSOCEval · threat intelligence · image input · IC3 reports · CyberSecEval 4 · CyberSOCEval image-input comparison · CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning ↗
42% · Llama 4 Maverick · CyberSecEval · CyberSOCEval · threat intelligence · image input · CISA reports · CyberSecEval 4 · CyberSOCEval image-input comparison · CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning ↗
llama-4-maverick · Average contest performance ↗
Similar positions on shared benchmark leaderboards. Smaller gaps are closer.
14 of 20 shared benchmark comparisons
13 of 20 shared benchmark comparisons
12 of 20 shared benchmark comparisons
Mean absolute gap in percentile positions on shared benchmark settings; lower is closer. At least 60% overlap is required, with a minimum of three when available. Independent evaluations are used when there are at least three; otherwise published report comparisons are used. Repeated model observations within one setting are averaged before ranking. Writing-style traits and composite indices are excluded. This describes similarity, not an overall quality ranking.
Every plotted observation links to its evaluation. Reported configurations, benchmark versions and task subsets can differ; similarity describes shared scores, not training lift.
Wang, Siting, Pei, Minnan, Sun, Luoyang, Deng, Cheng, Li, Yuchen, Shao, Kun, Tian, Zheng, Zhang, Haifeng, Wang, Jun
Arora, Rahul K., Wei, Jason, Hicks, Rebecca Soskin, Bowman, Preston, Quiñonero-Candela, Joaquin, Tsimpourlas, Foivos, Sharman, Michael, Shah, Meghan, Vallone, Andrea, Beutel, Alex, Heidecke, Johannes, Singhal, Karan
Zihan Zheng, Zerui Cheng, Zeyu Shen, Shang Zhou, Kaiyuan Liu, Hansen He, Dongruixuan Li, Stanley Wei, Hangyi Hao, Jianzhu Yao, Peiyao Sheng, Zixuan Wang, Wenhao Chai, Aleksandra Korolova, Peter Henderson, Sanjeev Arora, Pramod Viswanath, Jingbo Shang, Saining Xie
Deason, Lauren, Bali, Adam, Bejean, Ciprian, Bolocan, Diana, Crnkovich, James, Croitoru, Ioana, Durai, Krishna, Midler, Chase, Miron, Calin, Molnar, David, Moon, Brad, Ostarcevic, Bruno, Peltea, Alberto, Rosenberg, Matt, Sandu, Catalin, Saputkin, Arthur, Shah, Sagar, Stan, Daniel, Szocs, Ernest, Wan, Shengye, Whitman, Spencer, Krasser, Sven, Saxe, Joshua
Froger, Romain, Andrews, Pierre, Bettini, Matteo, Budhiraja, Amar, Cabral, Ricardo Silveira, Do, Virginie, Garreau, Emilien, Gaya, Jean-Baptiste, Laurençon, Hugo, Lecanu, Maxime, Malkan, Kunal, Mekala, Dheeraj, Ménard, Pierre, Bertran, Gerard Moreno-Torres, Piterbarg, Ulyana, Plekhanov, Mikhail, Rita, Mathieu, Rusakov, Andrey, Vorotilov, Vladislav, Wang, Mengjue, Yu, Ian, Benhalloum, Amine, Mialon, Grégoire, Scialom, Thomas
2025-04-05 · 2025-04-06
Llama 4 Maverick · llama-4-maverick · llama4-maverick