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long context benchmark

RULER 1000K Leaderboard

RULER 1000K evaluates the official 13-task RULER v1 suite at a 1048576-token (1M) context budget.

Updated Aug 17, 2026

Models1
Model coverage1
MetricScore
EvidenceB

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RULER 1000K Ranking

Higher score ranks better on this benchmark.

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Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelOPMiniCPM-SALAOpenBMBScore86.3%Percentile100.0%Participants1EvidenceCEvaluatedAug 17, 2026

RULER 1000K Highlights

The leading models and scores on this benchmark.

Rank #1MiniCPM-SALA86.3%

The Top AI Models for RULER 1000K

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

Ranking basisThis ruler 1000k AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    OP
    MiniCPM-SALAOpenBMB
    Score
    86.3%

    Strengths

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

    Considerations

    • This result measures RULER 1000K, not total model capability

Selection summary

Best AI Models for RULER 1000K

MiniCPM-SALA currently leads RULER 1000K with 86.3%. 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.

Benchmark rank #1MiniCPM-SALA86.3%

What is RULER 1000K?

What RULER 1000K measures and how its scores work.

RULER 1000K evaluates the official 13-task RULER v1 suite at a 1048576-token (1M) context budget.

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

Family
RULER 1000K
Modality
text
Primary category
long context
Score direction
higher
LLMBoard eligible
No
Evaluation key
ruler-1000k|llm-stats-current

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

FAQ

Common questions about RULER 1000K.

Which model scores highest on RULER 1000K?

MiniCPM-SALA is currently ranked first with 86.3%.

What does RULER 1000K measure?

RULER 1000K evaluates the official 13-task RULER v1 suite at a 1048576-token (1M) context budget.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

1 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.