reasoning benchmark
Gorilla Benchmark API Bench Leaderboard
Gorilla Benchmark API Bench is based on APIBench, a dataset of over 11,000 instruction-API pairs from HuggingFace, TorchHub, and TensorHub APIs.
Updated Sep 5, 2026
Models3
Model coverage3
MetricScore
EvidenceB
Gorilla Benchmark API Bench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelME | Score35.30% | Percentile100.00% | Participants3 | EvidenceC | Evaluated |
| Rank02 | ModelME | Score29.70% | Percentile50.00% | Participants3 | EvidenceC | Evaluated |
| Rank03 | ModelME | Score8.20% | Percentile0.00% | Participants3 | EvidenceC | Evaluated |
Gorilla Benchmark API Bench Highlights
The leading models and scores on this benchmark.
Gorilla Benchmark API Bench Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for Gorilla Benchmark API Bench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is Gorilla Benchmark API Bench?
What Gorilla Benchmark API Bench measures and how its scores work.
APIBench is a dataset of over 11,000 instruction-API pairs from HuggingFace, TorchHub, and TensorHub APIs.
It evaluates language models' ability to generate accurate API calls using the Score metric, reported as a ratio.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Gorilla Benchmark API Bench
- Modality
- text
- Primary category
- reasoning
- 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 Gorilla Benchmark API Bench.
Which model scores highest on Gorilla Benchmark API Bench?
Llama 3.1 405B Instruct is currently ranked first with 35.30%.
What are the top three models on Gorilla Benchmark API Bench?
The current leaders are Llama 3.1 405B Instruct (35.30%), Llama 3.1 70B Instruct (29.70%), and Llama 3.1 8B Instruct (8.20%).
Which Gorilla Benchmark API Bench model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among Gorilla Benchmark API Bench 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 3.1 405B Instruct (42.00 tok/s via Google).
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.