# DeepSeek V3 vs OrcaCyber-Nano-1.0

> Side-by-side benchmark comparison for DeepSeek V3 and OrcaCyber-Nano-1.0 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/deepseek-v3-vs-orcacyber-nano-1-0
- Last updated: October 20, 2026

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

## Quick Verdict

Evidence is too thin for a benchmark verdict: DeepSeek V3 and OrcaCyber-Nano-1.0 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.
- OrcaCyber-Nano-1.0 has the lower published output-token price.
- OrcaCyber-Nano-1.0 has the larger published context window at 262K.

## Model Snapshot

| Property | DeepSeek V3 | OrcaCyber-Nano-1.0 |
|----------|----------|----------|
| Creator | DeepSeek | OrcaRouter |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 128K | 262K |
| Independent public score (not head-to-head) | 31.82 | null |
| Benchmarks Covered | 9 | 7 |
| Pricing (input/output) | $0.27 / $1.10 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- DeepSeek V3 public-lane score: 10.6 (Estimated · #126/132)
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

| Benchmark | DeepSeek V3 | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | Coming soon | 72.5% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- DeepSeek V3 public-lane score: 14.7 (Estimated · #138/153)
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

| Benchmark | DeepSeek V3 | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench | 37.6% | Coming soon | Coming soon |
| SWE-bench Verified | 42% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- DeepSeek V3 public-lane score: 25.5 (Unranked · 3 rankable rows)
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

| Benchmark | DeepSeek V3 | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| LongBench v2 | 48.7% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- DeepSeek V3 public-lane score: 31.9 (Supported · #150/187)
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

| Benchmark | DeepSeek V3 | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 59.1% | Coming soon | Coming soon |
| MMLU-Pro | 75.9% | Coming soon | Coming soon |
| SimpleQA | 24.9% | Coming soon | Coming soon |
| GPQA-D | Coming soon | 88.3% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- DeepSeek V3 public-lane score: 39.6 (#120/152)
- OrcaCyber-Nano-1.0 public-lane score: 32.4 (#134/152)

| Benchmark | DeepSeek V3 | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 86.1% | 82.8% | DeepSeek V3 |
| IFBench | Coming soon | 56.3% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- DeepSeek V3 public-lane score: Coming soon
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

| Benchmark | DeepSeek V3 | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| AIME 2024 | 39.2% | Coming soon | Coming soon |
| MATH-500 | 90.2% | 98.6% | OrcaCyber-Nano-1.0 |
| AIME 2025 | Coming soon | 96.2% | Coming soon |
| GSM8K | Coming soon | 97.5% | Coming soon |

## FAQ

### Is there enough evidence to pick between DeepSeek V3 and OrcaCyber-Nano-1.0?

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

- [DeepSeek V3 vs DeepSeek V3 0324](/compare/deepseek-v3-vs-deepseek-v3-0324)
- [OrcaCyber-Nano-1.0 vs DeepSeek V3 0324](/compare/deepseek-v3-0324-vs-orcacyber-nano-1-0)
- [DeepSeek V3 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-deepseek-v3)
- [OrcaCyber-Nano-1.0 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-orcacyber-nano-1-0)

## Explore More

- [DeepSeek V3 profile](/models/deepseek-v3)
- [OrcaCyber-Nano-1.0 profile](/models/orcacyber-nano-1-0)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)