# MiniCPM5-1B vs OrcaCyber-Nano-1.0

> Side-by-side benchmark comparison for MiniCPM5-1B and OrcaCyber-Nano-1.0 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/minicpm5-1b-vs-orcacyber-nano-1-0
- Last updated: October 23, 2026

- Shared sourced benchmarks: 5
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

OrcaCyber-Nano-1.0 leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- OrcaCyber-Nano-1.0 has the higher overall point estimate 47 to 5.59. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in instruction following, where the averages are 9.7 for MiniCPM5-1B and 32.4 for OrcaCyber-Nano-1.0.
- The biggest single benchmark swing is GPQA-D in Knowledge, with scores of 26.3% and 88.3%.
- OrcaCyber-Nano-1.0 also has the larger context window at 262K.

## Model Snapshot

| Property | MiniCPM5-1B | OrcaCyber-Nano-1.0 |
|----------|----------|----------|
| Creator | OpenBMB | OrcaRouter |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 131K | 262K |
| Overall Score | 5.59 | null |
| Benchmarks Covered | 14 | 7 |
| Pricing (input/output) | N/A | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- MiniCPM5-1B public-lane score: Coming soon
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

| Benchmark | MiniCPM5-1B | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | 25.1% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 72.5% | Coming soon |

### Coding

- Winner: Not comparable
- MiniCPM5-1B public-lane score: Coming soon
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

| Benchmark | MiniCPM5-1B | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench Pro | 22.7% | Coming soon | Coming soon |
| LiveCodeBench v6 | 33.5% | Coming soon | Coming soon |

### Reasoning

- Winner: Not comparable
- MiniCPM5-1B public-lane score: Coming soon
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

| Benchmark | MiniCPM5-1B | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| BBH | 71.9% | Coming soon | Coming soon |

### Knowledge

- Winner: Not comparable
- MiniCPM5-1B public-lane score: 9.1 (Estimated · #187/187)
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

| Benchmark | MiniCPM5-1B | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | 48.9% | Coming soon | Coming soon |
| MMLU-Redux | 70.1% | Coming soon | Coming soon |
| GPQA-D | 26.3% | 88.3% | OrcaCyber-Nano-1.0 |
| SuperGPQA | 23.1% | Coming soon | Coming soon |

### Instruction Following

- Winner: OrcaCyber-Nano-1.0
- MiniCPM5-1B public-lane score: 9.7 (#146/153)
- OrcaCyber-Nano-1.0 public-lane score: 32.4 (#134/153)

| Benchmark | MiniCPM5-1B | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 46.7% | 56.3% | OrcaCyber-Nano-1.0 |
| IFEval | 80.4% | 82.8% | OrcaCyber-Nano-1.0 |

### Mathematics

- Winner: Not comparable
- MiniCPM5-1B public-lane score: 12.1 (Unranked · 4 rankable rows)
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

| Benchmark | MiniCPM5-1B | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 40.4% | 96.2% | OrcaCyber-Nano-1.0 |
| AIME26 | 40.4% | Coming soon | Coming soon |
| HMMT Feb 2026 | 25.8% | Coming soon | Coming soon |
| MATH-500 | 91.6% | 98.6% | OrcaCyber-Nano-1.0 |
| GSM8K | Coming soon | 97.5% | Coming soon |

## FAQ

### Which is better overall, MiniCPM5-1B or OrcaCyber-Nano-1.0?

OrcaCyber-Nano-1.0 has the higher overall point estimate. Conditional score ranges do not establish rank confidence.

### Where is the biggest gap between MiniCPM5-1B and OrcaCyber-Nano-1.0?

The widest category gap is in instruction following, where the averages are 9.7 for MiniCPM5-1B and 32.4 for OrcaCyber-Nano-1.0.

### How many benchmarks does MiniCPM5-1B cover on BenchLM?

MiniCPM5-1B currently has 14 sourced benchmark scores on BenchLM.

### How many benchmarks does OrcaCyber-Nano-1.0 cover on BenchLM?

OrcaCyber-Nano-1.0 currently has 7 sourced benchmark scores on BenchLM.

## Related Comparisons

- [MiniCPM5-1B vs MiniCPM5-2B](/compare/minicpm5-1b-vs-minicpm5-2b)
- [OrcaCyber-Nano-1.0 vs MiniCPM5-2B](/compare/minicpm5-2b-vs-orcacyber-nano-1-0)
- [MiniCPM5-1B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-minicpm5-1b)
- [OrcaCyber-Nano-1.0 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-orcacyber-nano-1-0)

## Explore More

- [MiniCPM5-1B profile](/models/minicpm5-1b)
- [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)