long context benchmark
RULER 2048K Leaderboard
RULER 2048K evaluates the official 13-task RULER v1 suite at a 2097152-token (2M) context budget.
Updated Sep 5, 2026
Models1
Model coverage1
MetricScore
EvidenceB
RULER 2048K Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelOP | Score81.60% | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
RULER 2048K Highlights
The leading models and scores on this benchmark.
The Top AI Models for RULER 2048K
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis ruler 2048k AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01OPOpenBMB
- Score
- 81.60%
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures RULER 2048K, not total model capability
Selection summary
Best AI Models for RULER 2048K
MiniCPM-SALA currently leads RULER 2048K with 81.60%. 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 RULER 2048K?
What RULER 2048K measures and how its scores work.
RULER 2048K is a long-context benchmark based on the official 13-task RULER v1 suite.
It reports a Score as a ratio.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- RULER 2048K
- 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 RULER 2048K.
Which model scores highest on RULER 2048K?
MiniCPM-SALA is currently ranked first with 81.60%.
What are the top three models on RULER 2048K?
The current leaders are MiniCPM-SALA (81.60%).
Which RULER 2048K model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among RULER 2048K 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.