# Nemotron 3.5 Bolt E4B vs Ripple-65B Preview

> Side-by-side benchmark comparison for Nemotron 3.5 Bolt E4B and Ripple-65B Preview across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/nemotron-3-5-bolt-e4b-vs-ripple-65b-preview
- Last updated: November 4, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Nemotron 3.5 Bolt E4B and Ripple-65B Preview.

## Summary

- Nemotron 3.5 Bolt E4B and Ripple-65B Preview do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | Nemotron 3.5 Bolt E4B | Ripple-65B Preview |
|----------|----------|----------|
| Creator | NVIDIA | Ricursive Intelligence |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 64K | 1M |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 19 | 17 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Nemotron 3.5 Bolt E4B public-lane score: Coming soon
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Bolt E4B | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| BFCL v3 | 67.3% | Coming soon | Coming soon |
| When2Call Multi-Turn | 60.50% | Coming soon | Coming soon |
| ToolSandbox | 74.13% | Coming soon | Coming soon |
| τ²-bench results | 52.3% | Coming soon | Coming soon |
| RelyToolBench | 69.29% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 80.5% | Coming soon |
| τ³-bench results | Coming soon | 31.3% | Coming soon |
| AutomationBench | Coming soon | 36.4% | Coming soon |
| MCP Atlas | Coming soon | 71.7% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Nemotron 3.5 Bolt E4B public-lane score: Coming soon
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Bolt E4B | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | Coming soon | 80.5% | Coming soon |
| SWE-bench Verified | Coming soon | 76.5% | Coming soon |
| SWE-bench Pro | Coming soon | 61.4% | Coming soon |
| DeepSWE | Coming soon | 44.3% | Coming soon |
| SciCode | Coming soon | 39.4% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Nemotron 3.5 Bolt E4B public-lane score: 22.6 (Unranked · 1 rankable row)
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Bolt E4B | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| RULER (64K) | 85.76% | Coming soon | Coming soon |
| LongMemEval | 69.92% | Coming soon | Coming soon |
| LongBench v2 | 48.7% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Nemotron 3.5 Bolt E4B public-lane score: Coming soon
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Bolt E4B | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| GaRAGe | 40.73% | Coming soon | Coming soon |
| RAGTruth (provider reports) | 77.88% | Coming soon | Coming soon |
| MMLU | Coming soon | 89.6% | Coming soon |
| MMLU-Pro | Coming soon | 84.2% | Coming soon |
| GPQA-D | Coming soon | 85.2% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Nemotron 3.5 Bolt E4B public-lane score: 0 (#156/157)
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Bolt E4B | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| MultiChallenge (provider reports) | 55.60% | Coming soon | Coming soon |
| Brevity Benchmark | 82.84% | Coming soon | Coming soon |
| RoleBench | 71.21% | Coming soon | Coming soon |
| RoleMRC | 79.12% | Coming soon | Coming soon |
| IHEval | 82.40% | Coming soon | Coming soon |
| AgentIF | 22.95% | Coming soon | Coming soon |
| InverseIFEval | 45.26% | Coming soon | Coming soon |
| StructEval-T | 79.99% | Coming soon | Coming soon |
| SysBench | 67.22% | Coming soon | Coming soon |
| IFBench | Coming soon | 79.2% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Nemotron 3.5 Bolt E4B public-lane score: Coming soon
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Nemotron 3.5 Bolt E4B | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| AIME 2024 | Coming soon | 97.1% | Coming soon |
| AIME 2025 | Coming soon | 98.3% | Coming soon |
| AIME26 | Coming soon | 95.0% | Coming soon |
| HMMT Feb 2026 | Coming soon | 90.5% | Coming soon |

## FAQ

### Can I compare Nemotron 3.5 Bolt E4B and Ripple-65B Preview on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [Nemotron 3.5 Bolt E4B vs Nemotron 3.5 Bolt E4B BF16](/compare/nemotron-3-5-bolt-e4b-vs-nemotron-3-5-bolt-e4b-bf16)
- [Ripple-65B Preview vs Nemotron 3.5 Bolt E4B BF16](/compare/nemotron-3-5-bolt-e4b-bf16-vs-ripple-65b-preview)
- [Nemotron 3.5 Bolt E4B vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-nemotron-3-5-bolt-e4b)
- [Ripple-65B Preview vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-ripple-65b-preview)

## Explore More

- [Nemotron 3.5 Bolt E4B profile](/models/nemotron-3-5-bolt-e4b)
- [Ripple-65B Preview profile](/models/ripple-65b-preview)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)