# Ripple-65B Preview vs Von 395M

> Side-by-side benchmark comparison for Ripple-65B Preview and Von 395M across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ripple-65b-preview-vs-von-395m
- 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 Ripple-65B Preview and Von 395M.

## Summary

- Ripple-65B Preview and Von 395M 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 | Ripple-65B Preview | Von 395M |
|----------|----------|----------|
| Creator | Ricursive Intelligence | wfzyx (Victor Hugo) |
| Type | Open Weight | Unknown |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 1M | null |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 17 | 2 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Ripple-65B Preview public-lane score: Coming soon
- Von 395M public-lane score: Coming soon

| Benchmark | Ripple-65B Preview | Von 395M | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 80.5% | Coming soon | Coming soon |
| τ³-bench results | 31.3% | Coming soon | Coming soon |
| AutomationBench | 36.4% | Coming soon | Coming soon |
| MCP Atlas | 71.7% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Ripple-65B Preview public-lane score: Coming soon
- Von 395M public-lane score: Coming soon

| Benchmark | Ripple-65B Preview | Von 395M | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 80.5% | Coming soon | Coming soon |
| SWE-bench Verified | 76.5% | Coming soon | Coming soon |
| SWE-bench Pro | 61.4% | Coming soon | Coming soon |
| DeepSWE | 44.3% | Coming soon | Coming soon |
| SciCode | 39.4% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Ripple-65B Preview public-lane score: Coming soon
- Von 395M public-lane score: Coming soon

| Benchmark | Ripple-65B Preview | Von 395M | Winner |
|-----------|-----------|-----------|--------|
| JevBench 1.4 | Coming soon | 27.48 | Coming soon |
| JevBench 1.5 | Coming soon | 0.00 | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Ripple-65B Preview public-lane score: Coming soon
- Von 395M public-lane score: Coming soon

| Benchmark | Ripple-65B Preview | Von 395M | Winner |
|-----------|-----------|-----------|--------|
| MMLU | 89.6% | Coming soon | Coming soon |
| MMLU-Pro | 84.2% | Coming soon | Coming soon |
| GPQA-D | 85.2% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Ripple-65B Preview public-lane score: Coming soon
- Von 395M public-lane score: Coming soon

| Benchmark | Ripple-65B Preview | Von 395M | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 79.2% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Ripple-65B Preview public-lane score: Coming soon
- Von 395M public-lane score: Coming soon

| Benchmark | Ripple-65B Preview | Von 395M | Winner |
|-----------|-----------|-----------|--------|
| AIME 2024 | 97.1% | Coming soon | Coming soon |
| AIME 2025 | 98.3% | Coming soon | Coming soon |
| AIME26 | 95.0% | Coming soon | Coming soon |
| HMMT Feb 2026 | 90.5% | Coming soon | Coming soon |

## FAQ

### Can I compare Ripple-65B Preview and Von 395M 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

- [Ripple-65B Preview vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-ripple-65b-preview)
- [Von 395M vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-von-395m)
- [Ripple-65B Preview vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-ripple-65b-preview)
- [Von 395M vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-von-395m)

## Explore More

- [Ripple-65B Preview profile](/models/ripple-65b-preview)
- [Von 395M profile](/models/von-395m)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)