# OrcaCyber-Nano-1.0 vs Qwen3.8-Omni-Flash

> Side-by-side benchmark comparison for OrcaCyber-Nano-1.0 and Qwen3.8-Omni-Flash across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/orcacyber-nano-1-0-vs-qwen3-8-omni-flash
- Last updated: October 23, 2026

- Shared sourced benchmarks: 2
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: OrcaCyber-Nano-1.0 and Qwen3.8-Omni-Flash share only 2 sourced benchmark rows.

## Summary

- Only 2 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Qwen3.8-Omni-Flash has the lower published output-token price.
- Qwen3.8-Omni-Flash has the larger published context window at 1M.

## Model Snapshot

| Property | OrcaCyber-Nano-1.0 | Qwen3.8-Omni-Flash |
|----------|----------|----------|
| Creator | OrcaRouter | Alibaba |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 1M |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 7 | 19 |
| Pricing (input/output) | $0.00 / $0.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- OrcaCyber-Nano-1.0 public-lane score: Coming soon
- Qwen3.8-Omni-Flash public-lane score: Coming soon

| Benchmark | OrcaCyber-Nano-1.0 | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 72.5% | Coming soon | Coming soon |
| CoWorkBench | Coming soon | 75.3% | Coming soon |
| AndroidWorld | Coming soon | 87.1% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- OrcaCyber-Nano-1.0 public-lane score: Coming soon
- Qwen3.8-Omni-Flash public-lane score: Coming soon

| Benchmark | OrcaCyber-Nano-1.0 | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Pro | Coming soon | 63.3% | Coming soon |
| SWE Multilingual | Coming soon | 80.5% | Coming soon |
| NL2Repo | Coming soon | 48.9% | Coming soon |
| DeepSWE | Coming soon | 57.8% | Coming soon |
| LiveCodeBench v6 | Coming soon | 92.6% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- OrcaCyber-Nano-1.0 public-lane score: Coming soon
- Qwen3.8-Omni-Flash public-lane score: 86.3 (Unranked · 7 rankable rows)

| Benchmark | OrcaCyber-Nano-1.0 | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| Vision2Web | Coming soon | 62.9% | Coming soon |
| ERQA | Coming soon | 71.0% | Coming soon |
| LVBench | Coming soon | 76.9% | Coming soon |
| RealWorldQA | Coming soon | 87.7% | Coming soon |
| MathVision | Coming soon | 91.8% | Coming soon |
| MathVision w/ Python | Coming soon | 96.2% | Coming soon |
| CharXiv w/o tools | Coming soon | 83.5% | Coming soon |
| CharXiv | Coming soon | 91.4% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- OrcaCyber-Nano-1.0 public-lane score: Coming soon
- Qwen3.8-Omni-Flash public-lane score: Coming soon

| Benchmark | OrcaCyber-Nano-1.0 | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 88.3% | 91.0% | Qwen3.8-Omni-Flash |
| GPQA | Coming soon | 91% | Coming soon |
| HLE | Coming soon | 36.5% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- OrcaCyber-Nano-1.0 public-lane score: 32.4 (#134/152)
- Qwen3.8-Omni-Flash public-lane score: 91.6 (#23/152)

| Benchmark | OrcaCyber-Nano-1.0 | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 82.8% | Coming soon | Coming soon |
| IFBench | 56.3% | 81.5% | Qwen3.8-Omni-Flash |

### Mathematics

- Winner: Insufficient shared evidence
- OrcaCyber-Nano-1.0 public-lane score: Coming soon
- Qwen3.8-Omni-Flash public-lane score: Coming soon

| Benchmark | OrcaCyber-Nano-1.0 | Qwen3.8-Omni-Flash | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 96.2% | Coming soon | Coming soon |
| MATH-500 | 98.6% | Coming soon | Coming soon |
| GSM8K | 97.5% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between OrcaCyber-Nano-1.0 and Qwen3.8-Omni-Flash?

Not yet. The models share only 2 sourced benchmark rows, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [OrcaCyber-Nano-1.0 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-orcacyber-nano-1-0)
- [Qwen3.8-Omni-Flash vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-8-omni-flash)
- [OrcaCyber-Nano-1.0 vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-orcacyber-nano-1-0)
- [Qwen3.8-Omni-Flash vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-qwen3-8-omni-flash)

## Explore More

- [OrcaCyber-Nano-1.0 profile](/models/orcacyber-nano-1-0)
- [Qwen3.8-Omni-Flash profile](/models/qwen3-8-omni-flash)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)