long context benchmark
GovReport Leaderboard
A long document summarization dataset consisting of reports from government research agencies including Congressional Research Service and U.S. Government Accountability Office, with significantly longer documents and summaries than other datasets.
Updated Aug 17, 2026
Models2
Model coverage2
MetricScore
EvidenceB
GovReport Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelMI | Score26.4% | Percentile100.0% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelMI | Score25.9% | Percentile0.0% | Participants2 | EvidenceC | Evaluated |
GovReport Highlights
The leading models and scores on this benchmark.
GovReport Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for GovReport
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis govreport 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.
- 01MIPhi-3.5-MoE-instructMicrosoft
- Score
- 26.4%
Strengths
- Ranks #1 of 2 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures GovReport, not total model capability
- 02MIPhi-3.5-mini-instructMicrosoft
- Score
- 25.9%
- Speed
- Up to 23 tok/s via Azure
Strengths
- Ranks #2 of 2 compared models
- 0th percentile on this benchmark
- C evidence result
Considerations
- This result measures GovReport, not total model capability
Selection summary
Best AI Models for GovReport
Phi-3.5-MoE-instruct currently leads GovReport with 26.4%. 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 GovReport?
What GovReport measures and how its scores work.
A long document summarization dataset consisting of reports from government research agencies including Congressional Research Service and U.S. Government Accountability Office, with significantly longer documents and summaries than other datasets.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- GovReport
- Modality
- text
- Primary category
- long context
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- govreport|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about GovReport.
Which model scores highest on GovReport?
Phi-3.5-MoE-instruct is currently ranked first with 26.4%.
What does GovReport measure?
A long document summarization dataset consisting of reports from government research agencies including Congressional Research Service and U.S. Government Accountability Office, with significantly longer documents and summaries than other datasets.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
2 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.