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general benchmark

Nexus Leaderboard

Nexus is a benchmark for evaluating the function calling capabilities of large language models in zero-shot scenarios across cybersecurity tools and API interactions.

Updated Sep 5, 2026

Models4
Model coverage4
MetricScore
EvidenceB

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  • FAQ

Nexus Ranking

Higher score ranks better on this benchmark.

4 rows
Columns

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Sort by
Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelMELlama 3.1 405B InstructMetaScore58.70%Percentile100.00%Participants4EvidenceCEvaluatedSep 8, 2026
Rank02ModelMELlama 3.1 70B InstructMetaScore56.70%Percentile66.67%Participants4EvidenceCEvaluatedSep 8, 2026
Rank03ModelMELlama 3.1 8B InstructMetaScore38.50%Percentile33.33%Participants4EvidenceCEvaluatedSep 8, 2026
Rank04ModelMELlama 3.2 3B InstructMetaScore34.30%Percentile0.00%Participants4EvidenceCEvaluatedSep 8, 2026

Nexus Highlights

The leading models and scores on this benchmark.

Nexus Score Distribution

A closer view of the leading scores on this benchmark.

Nexus

The Top AI Models for Nexus

The first five results on this benchmark, with official price and output speed added where the model identity can be matched.

What is Nexus?

What Nexus measures and how its scores work.

Nexus is a benchmark for evaluating large language models' function calling capabilities in zero-shot scenarios across cybersecurity tools and API interactions.

Nexus measures function calling capabilities, reported as a Score in ratio units.

Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.

Family
Nexus
Modality
text
Primary category
general
Score direction
higher
LLMBoard eligible
No
Evaluation key
overall

LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about Nexus.

Which model scores highest on Nexus?

Llama 3.1 405B Instruct is currently ranked first with 58.70%.

What are the top three models on Nexus?

The current leaders are Llama 3.1 405B Instruct (58.70%), Llama 3.1 70B Instruct (56.70%), and Llama 3.1 8B Instruct (38.50%).

Which Nexus model has the lowest official input price?

No matched official input price is currently available.

Which models are fastest among Nexus results?

The fastest matched records are Llama 3.1 8B Instruct (2,047.00 tok/s via Cerebras), Llama 3.1 70B Instruct (1,204.00 tok/s via Cerebras), and Llama 3.2 3B Instruct (171.50 tok/s via DeepInfra).

Does the highest score result prove overall model quality?

No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.

What does Nexus measure?

Nexus measures function calling capabilities, reported as a Score in ratio units.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

4 model results are currently shown.

Does this benchmark affect the overall score?

No. This benchmark is shown for reference but does not contribute to the overall score.

Rank #1Llama 3.1 405B Instruct58.70%
Rank #2Llama 3.1 70B Instruct56.70%
Rank #3Llama 3.1 8B Instruct38.50%
Rank #4Llama 3.2 3B Instruct34.30%

Ranking basisThis nexus AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    ME
    Llama 3.1 405B InstructMeta
    Score
    58.70%
    Speed
    Up to 42.00 tok/s via Google

    Strengths

    • Ranks #1 of 4 compared models
    • 100th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures Nexus, not total model capability
  2. 02
    ME
    Llama 3.1 70B InstructMeta
    Score
    56.70%
    Speed
    Up to 1,204.00 tok/s via Cerebras

    Strengths

    • Ranks #2 of 4 compared models
    • 67th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures Nexus, not total model capability
  3. 03
    ME
    Meta
    Score
    38.50%
    Speed
    Up to 2,047.00 tok/s via Cerebras

    Strengths

    • Ranks #3 of 4 compared models
    • 33th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures Nexus, not total model capability
  4. 04
    ME
    Meta
    Score
    34.30%
    Speed
    Up to 171.50 tok/s via DeepInfra

    Strengths

    • Ranks #4 of 4 compared models
    • 0th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures Nexus, not total model capability

Selection summary

Best AI Models for Nexus

Llama 3.1 405B Instruct currently leads Nexus with 58.70%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price, and runtime.

Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.

Llama 3.1 8B Instruct
Llama 3.2 3B Instruct
Benchmark rank #1Llama 3.1 405B Instruct58.70% · Up to 42.00 tok/s via Google
Benchmark rank #2Llama 3.1 70B Instruct56.70% · Up to 1,204.00 tok/s via Cerebras
Benchmark rank #3Llama 3.1 8B Instruct38.50% · Up to 2,047.00 tok/s via Cerebras