GaRAGe
We show this table for reference; we do not rank on it.
Amazon benchmark of grounded answers in retrieval-augmented generation, with human labels for which supplied passages are relevant.
Benchmark score on GaRAGe — October 29, 2026
We compile the GaRAGe rows from provider self-reports. The table contains 2 models. Nemotron 3.5 Bolt E4B BF16 has the highest published score at 42.61%, but the available coverage and evaluation setups do not establish a market leader. We do not use these results to rank models overall.
Nemotron 3.5 Bolt E4B BF16
NVIDIA
Nemotron 3.5 Bolt E4B
NVIDIA
2 modelsKnowledgeCurrentDisplay onlyUpdated October 29, 2026
Benchmark score table (2 models)
| Rank | Model / configuration | Score | Parameters (B) | Open / closed |
|---|---|---|---|---|
| 1 | Nemotron 3.5 Bolt E4B BF16NVIDIA | 42.61% | Not reported | Open |
| 2 | Nemotron 3.5 Bolt E4BNVIDIA | 40.73% | Not reported | Open |
How to read this leaderboard
Operator receipt: 2 sourced rows are currently displayable on this page; the highest published score among these 2 models is Nemotron 3.5 Bolt E4B BF16 at 42.61%, which does not establish a market leader.
Honest limit: Only NVIDIA-run results are stored so far, from one harness. Display-only and excluded from weighted ranking.
About GaRAGe
Year
2025
Tasks
Questions with retrieved passages
Format
Relevance-aware factuality
Difficulty
Facts from supplied sources
NVIDIA reports it for Nemotron 3.5 Bolt E4B (October 23, 2026), run in its NeMo Gym harness, as the relevance-aware factuality score in reasoning mode.
Freshness and provenance
Version
GaRAGe 2025
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
Questions
What does GaRAGe measure?
Amazon benchmark of grounded answers in retrieval-augmented generation, with human labels for which supplied passages are relevant.
Which model scores highest on GaRAGe?
Nemotron 3.5 Bolt E4B BF16 by NVIDIA currently leads with a score of 42.61% on GaRAGe.
How many models are evaluated on GaRAGe?
2 AI models have published results on GaRAGe in the BenchLM catalog.
Compare top models on GaRAGe
Know when it’s worth switching models
The model to choose, the cheaper alternative, and the release we would wait on.
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