long context benchmark
FlenQA Leaderboard
FlenQA is a long-context question-answering benchmark with True/False questions in contexts of 250-3000 tokens across three reasoning tasks.
Updated Sep 5, 2026
Models2
Model coverage2
MetricScore
EvidenceB
FlenQA Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelMI | Score97.90% | Percentile100.00% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelMI | Score97.70% | Percentile0.00% | Participants2 | EvidenceC | Evaluated |
FlenQA Highlights
The leading models and scores on this benchmark.
FlenQA Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for FlenQA
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is FlenQA?
What FlenQA measures and how its scores work.
FlenQA is a Flexible Length Question Answering dataset for evaluating language models on True/False questions embedded in contexts of varying lengths across Monotone Relations, People In Rooms, and simplified Ruletaker.
It measures reasoning performance as Score (ratio) across input contexts ranging from 250 to 3000 tokens.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- FlenQA
- Modality
- text
- Primary category
- long context
- 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 FlenQA.
Which model scores highest on FlenQA?
Phi 4 Reasoning Plus is currently ranked first with 97.90%.
What are the top three models on FlenQA?
The current leaders are Phi 4 Reasoning Plus (97.90%) and Phi 4 Reasoning (97.70%).
Which FlenQA model has the lowest official input price?
Phi 4 Reasoning Plus has the lowest matched official input price at $0.13 input / $0.50 output per 1M tokens.
Which models are fastest among FlenQA results?
No matched runtime record is currently available.
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.