reasoning benchmark
Arc Leaderboard
Arc is a grid-based reasoning benchmark with 800 tasks that require solving abstract patterns and transformations.
Updated Sep 5, 2026
Models1
Model coverage1
MetricScore
EvidenceB
Arc Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelGO | Score2.50% | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
Arc Highlights
The leading models and scores on this benchmark.
The Top AI Models for Arc
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis arc AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01GOGoogle
- Score
- 2.50%
- Price
- $0.10 input / $0.40 output per 1M tokens
- Speed
- Up to 5.69 tok/s via Google
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures Arc, not total model capability
Selection summary
Best AI Models for Arc
Gemini 2.5 Flash-Lite currently leads Arc with 2.50%. 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.
What is Arc?
What Arc measures and how its scores work.
The Abstraction and Reasoning Corpus (ARC) is a benchmark consisting of 800 tasks, including 400 training tasks and 400 evaluation tasks, in which test-takers produce output grids from input grids.
ARC measures human-like general fluid intelligence through grid-based reasoning tasks involving abstract patterns and transformations, scored by producing exactly correct output grids for all test inputs in a task.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Arc
- Modality
- multimodal
- 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 Arc.
Which model scores highest on Arc?
Gemini 2.5 Flash-Lite is currently ranked first with 2.50%.
What are the top three models on Arc?
The current leaders are Gemini 2.5 Flash-Lite (2.50%).
Which Arc model has the lowest official input price?
Gemini 2.5 Flash-Lite has the lowest matched official input price at $0.10 input / $0.40 output per 1M tokens.
Which models are fastest among Arc results?
The fastest matched records are Gemini 2.5 Flash-Lite (5.69 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.