# Ripple-65B Preview vs Solar Pro 4

> Side-by-side benchmark comparison for Ripple-65B Preview and Solar Pro 4 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ripple-65b-preview-vs-solar-pro-4
- Last updated: November 4, 2026

- Shared sourced benchmarks: 7
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Treat this as a split decision: use the category and benchmark breakdown to decide which profile better matches your workload.

## Summary

- Ripple-65B Preview and Solar Pro 4 are tied on overall score, so the decision depends on category fit rather than the headline number.
- The biggest single benchmark swing is Terminal-Bench 2.1 in Agentic, with scores of 80.5% and 57.0%.
- Ripple-65B Preview is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- Ripple-65B Preview also has the larger context window at 1M.

## Model Snapshot

| Property | Ripple-65B Preview | Solar Pro 4 |
|----------|----------|----------|
| Creator | Ricursive Intelligence | Upstage |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 512K |
| Overall Score | null | null |
| Benchmarks Covered | 17 | 10 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.30 / $1.20 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Ripple-65B Preview public-lane score: Coming soon
- Solar Pro 4 public-lane score: Coming soon

| Benchmark | Ripple-65B Preview | Solar Pro 4 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 80.5% | 57.0% | Ripple-65B Preview |
| τ³-bench results | 31.3% | Coming soon | Coming soon |
| AutomationBench | 36.4% | Coming soon | Coming soon |
| MCP Atlas | 71.7% | 61.4% | Ripple-65B Preview |
| BrowseComp | Coming soon | 49.2% | Coming soon |
| APEX-Agents | Coming soon | 18.7% | Coming soon |

### Coding

- Winner: Not comparable
- Ripple-65B Preview public-lane score: Coming soon
- Solar Pro 4 public-lane score: Coming soon

| Benchmark | Ripple-65B Preview | Solar Pro 4 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 80.5% | 57.0% | Ripple-65B Preview |
| SWE-bench Verified | 76.5% | 70.6% | Ripple-65B Preview |
| SWE-bench Pro | 61.4% | Coming soon | Coming soon |
| DeepSWE | 44.3% | Coming soon | Coming soon |
| SciCode | 39.4% | Coming soon | Coming soon |
| LiveCodeBench | Coming soon | 87.8% | Coming soon |

### Knowledge

- Winner: Not comparable
- Ripple-65B Preview public-lane score: Coming soon
- Solar Pro 4 public-lane score: Coming soon

| Benchmark | Ripple-65B Preview | Solar Pro 4 | Winner |
|-----------|-----------|-----------|--------|
| MMLU | 89.6% | Coming soon | Coming soon |
| MMLU-Pro | 84.2% | 86.3% | Solar Pro 4 |
| GPQA-D | 85.2% | 89.0% | Solar Pro 4 |

### Instruction Following

- Winner: Not comparable
- Ripple-65B Preview public-lane score: Coming soon
- Solar Pro 4 public-lane score: Coming soon

| Benchmark | Ripple-65B Preview | Solar Pro 4 | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 79.2% | Coming soon | Coming soon |

### Mathematics

- Winner: Not comparable
- Ripple-65B Preview public-lane score: Coming soon
- Solar Pro 4 public-lane score: Coming soon

| Benchmark | Ripple-65B Preview | Solar Pro 4 | Winner |
|-----------|-----------|-----------|--------|
| AIME 2024 | 97.1% | Coming soon | Coming soon |
| AIME 2025 | 98.3% | Coming soon | Coming soon |
| AIME26 | 95.0% | 95.3% | Solar Pro 4 |
| HMMT Feb 2026 | 90.5% | Coming soon | Coming soon |

## FAQ

### Which is better overall, Ripple-65B Preview or Solar Pro 4?

Ripple-65B Preview and Solar Pro 4 are tied on overall score in the current BenchLM data.

### How many benchmarks does Ripple-65B Preview cover on BenchLM?

Ripple-65B Preview currently has 17 sourced benchmark scores on BenchLM.

### How many benchmarks does Solar Pro 4 cover on BenchLM?

Solar Pro 4 currently has 10 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Ripple-65B Preview vs Solar Pro 3](/compare/ripple-65b-preview-vs-solar-pro-3)
- [Solar Pro 4 vs Solar Pro 3](/compare/solar-pro-3-vs-solar-pro-4)
- [Ripple-65B Preview vs Solar Pro 2](/compare/ripple-65b-preview-vs-solar-pro-2)
- [Solar Pro 4 vs Solar Pro 2](/compare/solar-pro-2-vs-solar-pro-4)

## Explore More

- [Ripple-65B Preview profile](/models/ripple-65b-preview)
- [Solar Pro 4 profile](/models/solar-pro-4)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)