# Qwen3.8-27B vs Ripple-65B Preview

> Side-by-side benchmark comparison for Qwen3.8-27B and Ripple-65B Preview across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-8-27b-vs-ripple-65b-preview
- Last updated: November 4, 2026

- Shared sourced benchmarks: 6
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Pick Qwen3.8-27B if you want the stronger benchmark profile. Ripple-65B Preview only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Qwen3.8-27B leads overall 54.26 to 0.
- The biggest single benchmark swing is Terminal-Bench 2.1 in Agentic, with scores of 73.0% and 80.5%.
- 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 | Qwen3.8-27B | Ripple-65B Preview |
|----------|----------|----------|
| Creator | Alibaba | Ricursive Intelligence |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 1M |
| Overall Score | 54.26 | null |
| Benchmarks Covered | 37 | 17 |
| Pricing (input/output) | $0.00 / $0.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Qwen3.8-27B public-lane score: 63 (Supported · #20/135)
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Qwen3.8-27B | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 73.0% | 80.5% | Ripple-65B Preview |
| CoWorkBench | 70.7% | Coming soon | Coming soon |
| JobBench | 33.4% | Coming soon | Coming soon |
| Agents' Last Exam | 42.9% | Coming soon | Coming soon |
| OSWorld-Verified | 84.3% | Coming soon | Coming soon |
| WebArena-Verified | 64.8% | Coming soon | Coming soon |
| AndroidWorld | 81.9% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 58.4% | Coming soon | Coming soon |
| MazeBench | 0% | Coming soon | 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: Not comparable
- Qwen3.8-27B public-lane score: 45.9 (Supported · #56/156)
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Qwen3.8-27B | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 73.0% | 80.5% | Ripple-65B Preview |
| SWE-bench Pro | 61.7% | 61.4% | Qwen3.8-27B |
| NL2Repo | 42.3% | Coming soon | Coming soon |
| DeepSWE | 42.2% | 44.3% | Ripple-65B Preview |
| LiveCodeBench v6 | 90.3% | Coming soon | Coming soon |
| VulcanBench v3 | 82.6% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 84.0% | Coming soon | Coming soon |
| SWE-bench (Vals) | 86.0% | Coming soon | Coming soon |
| Bug Hunt Bench | 15.0 fixes | Coming soon | Coming soon |
| SWE-bench Verified | Coming soon | 76.5% | Coming soon |
| SciCode | Coming soon | 39.4% | Coming soon |

### Reasoning

- Winner: Not comparable
- Qwen3.8-27B public-lane score: 81.3 (#7/26)
- Ripple-65B Preview public-lane score: Coming soon

### Multimodal & Grounded

- Winner: Not comparable
- Qwen3.8-27B public-lane score: 82.5 (#16/58)
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Qwen3.8-27B | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| ExtractBench (LlamaIndex) | 89.75% | Coming soon | Coming soon |
| ParseBench | 69.72% | Coming soon | Coming soon |
| MathVision | 90.0% | Coming soon | Coming soon |
| MathVision w/ Python | 94.6% | Coming soon | Coming soon |
| BabyVision | 65.7% | Coming soon | Coming soon |
| BabyVision w/ Python | 85.6% | Coming soon | Coming soon |
| Vision2Web | 62.9% | Coming soon | Coming soon |
| CharXiv w/o tools | 83.7% | Coming soon | Coming soon |
| CharXiv | 90.2% | Coming soon | Coming soon |
| OmniDocBench 1.5 | 91.1% | Coming soon | Coming soon |
| RealWorldQA | 85.9% | Coming soon | Coming soon |
| ERQA | 65.5% | Coming soon | Coming soon |

### Knowledge

- Winner: Not comparable
- Qwen3.8-27B public-lane score: 47.9 (Supported · #88/179)
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Qwen3.8-27B | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 89.2% | Coming soon | Coming soon |
| GPQA-D | 89.2% | 85.2% | Qwen3.8-27B |
| HLE | 30.8% | Coming soon | Coming soon |
| HLE w/o tools | 30.8% | Coming soon | Coming soon |
| GPQA Diamond (Vals) | 88.9% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 84.3% | Coming soon | Coming soon |
| MMLU | Coming soon | 89.6% | Coming soon |
| MMLU-Pro | Coming soon | 84.2% | Coming soon |

### Instruction Following

- Winner: Not comparable
- Qwen3.8-27B public-lane score: 86.9 (#44/157)
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Qwen3.8-27B | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 79.5% | 79.2% | Qwen3.8-27B |

### Mathematics

- Winner: Not comparable
- Qwen3.8-27B public-lane score: Coming soon
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Qwen3.8-27B | 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

### Which is better overall, Qwen3.8-27B or Ripple-65B Preview?

Qwen3.8-27B is ahead overall on BenchLM right now.

### How many benchmarks does Qwen3.8-27B cover on BenchLM?

Qwen3.8-27B currently has 37 sourced benchmark scores on BenchLM.

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

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

## Related Comparisons

- [Qwen3.8-27B vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-qwen3-8-27b)
- [Ripple-65B Preview vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-ripple-65b-preview)
- [Qwen3.8-27B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-8-27b)
- [Ripple-65B Preview vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-ripple-65b-preview)

## Explore More

- [Qwen3.8-27B profile](/models/qwen3-8-27b)
- [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)