# Claude 3.5 Haiku vs Ripple-65B Preview

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

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

- Shared sourced benchmarks: 4
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Pick Claude 3.5 Haiku 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

- Claude 3.5 Haiku leads overall 42 to 0.
- The biggest single benchmark swing is AIME 2024 in Mathematics, with scores of 5.3% and 97.1%.
- Ripple-65B Preview also has the larger context window at 1M.

## Model Snapshot

| Property | Claude 3.5 Haiku | Ripple-65B Preview |
|----------|----------|----------|
| Creator | Anthropic | Ricursive Intelligence |
| Type | Proprietary | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 200K | 1M |
| Overall Score | null | null |
| Benchmarks Covered | 10 | 17 |
| Pricing (input/output) | N/A | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Claude 3.5 Haiku public-lane score: Coming soon
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Claude 3.5 Haiku | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| 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: Not comparable
- Claude 3.5 Haiku public-lane score: Coming soon
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Claude 3.5 Haiku | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| HumanEval | 88.1% | Coming soon | Coming soon |
| SWE-bench Verified | 40.6% | 76.5% | Ripple-65B Preview |
| Terminal-Bench 2.1 | Coming soon | 80.5% | 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: Not comparable
- Claude 3.5 Haiku public-lane score: 43.8 (Unranked · 4 rankable rows)
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Claude 3.5 Haiku | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| BBH | 86.6% | Coming soon | Coming soon |
| DROP | 83.1% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- Claude 3.5 Haiku public-lane score: 32.6 (Unranked · 1 rankable row)
- Ripple-65B Preview public-lane score: Coming soon

### Knowledge

- Winner: Not comparable
- Claude 3.5 Haiku public-lane score: Coming soon
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Claude 3.5 Haiku | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 41.6% | Coming soon | Coming soon |
| MMLU-Pro | 65% | 84.2% | Ripple-65B Preview |
| MMLU | 80.3% | 89.6% | Ripple-65B Preview |
| GPQA-D | Coming soon | 85.2% | Coming soon |

### Multilingual

- Winner: Not comparable
- Claude 3.5 Haiku public-lane score: Coming soon
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Claude 3.5 Haiku | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| MGSM | 85.6% | Coming soon | Coming soon |

### Instruction Following

- Winner: Not comparable
- Claude 3.5 Haiku public-lane score: 50.1 (#101/157)
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Claude 3.5 Haiku | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 85.9% | Coming soon | Coming soon |
| IFBench | Coming soon | 79.2% | Coming soon |

### Mathematics

- Winner: Not comparable
- Claude 3.5 Haiku public-lane score: Coming soon
- Ripple-65B Preview public-lane score: Coming soon

| Benchmark | Claude 3.5 Haiku | Ripple-65B Preview | Winner |
|-----------|-----------|-----------|--------|
| AIME 2024 | 5.3% | 97.1% | Ripple-65B Preview |
| 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, Claude 3.5 Haiku or Ripple-65B Preview?

Claude 3.5 Haiku is ahead overall on BenchLM right now.

### How many benchmarks does Claude 3.5 Haiku cover on BenchLM?

Claude 3.5 Haiku currently has 10 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

- [Claude 3.5 Haiku vs Gemini 4 Carbon](/compare/claude-3-5-haiku-vs-gemini-4-carbon)
- [Ripple-65B Preview vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-ripple-65b-preview)
- [Claude 3.5 Haiku vs Claude Opus 5.5](/compare/claude-3-5-haiku-vs-claude-opus-5-5)
- [Ripple-65B Preview vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-ripple-65b-preview)

## Explore More

- [Claude 3.5 Haiku profile](/models/claude-3-5-haiku)
- [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)