# OrcaCyber-Nano-1.0 vs Ternary Bonsai 2 27B

> Side-by-side benchmark comparison for OrcaCyber-Nano-1.0 and Ternary Bonsai 2 27B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/orcacyber-nano-1-0-vs-ternary-bonsai-2-27b
- Last updated: October 23, 2026

- Shared sourced benchmarks: 7
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Ternary Bonsai 2 27B leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- Ternary Bonsai 2 27B has the higher overall point estimate 53.97 to 47. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in instruction following, where the averages are 32.4 for OrcaCyber-Nano-1.0 and 74 for Ternary Bonsai 2 27B.
- The biggest single benchmark swing is Terminal-Bench 2.1 in Agentic, with scores of 72.5% and 52.8%.

## Model Snapshot

| Property | OrcaCyber-Nano-1.0 | Ternary Bonsai 2 27B |
|----------|----------|----------|
| Creator | OrcaRouter | Prism ML |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 262K |
| Overall Score | null | 53.97 |
| Benchmarks Covered | 7 | 21 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- OrcaCyber-Nano-1.0 public-lane score: Coming soon
- Ternary Bonsai 2 27B public-lane score: Coming soon

| Benchmark | OrcaCyber-Nano-1.0 | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 72.5% | 52.8% | OrcaCyber-Nano-1.0 |
| τ²-bench results | Coming soon | 80.2% | Coming soon |
| BFCL v3 | Coming soon | 74.9% | Coming soon |

### Coding

- Winner: Not comparable
- OrcaCyber-Nano-1.0 public-lane score: Coming soon
- Ternary Bonsai 2 27B public-lane score: Coming soon

| Benchmark | OrcaCyber-Nano-1.0 | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | Coming soon | 90.1% | Coming soon |
| BigCodeBench | Coming soon | 58.1% | Coming soon |
| SWE-bench Verified | Coming soon | 60.8% | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 52.8% | Coming soon |

### Reasoning

- Winner: Not comparable
- OrcaCyber-Nano-1.0 public-lane score: Coming soon
- Ternary Bonsai 2 27B public-lane score: 77.9 (Unranked · 1 rankable row)

### Multimodal & Grounded

- Winner: Not comparable
- OrcaCyber-Nano-1.0 public-lane score: Coming soon
- Ternary Bonsai 2 27B public-lane score: Coming soon

| Benchmark | OrcaCyber-Nano-1.0 | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| CharXiv (overall) | Coming soon | 80.0% | Coming soon |
| A-OKVQA | Coming soon | 86.8% | Coming soon |
| OmniDocBench 1.6 | Coming soon | 89.1% | Coming soon |
| RealWorldQA | Coming soon | 80.1% | Coming soon |
| OCRBench V2 | Coming soon | 56.9% | Coming soon |

### Knowledge

- Winner: Not comparable
- OrcaCyber-Nano-1.0 public-lane score: Coming soon
- Ternary Bonsai 2 27B public-lane score: Coming soon

| Benchmark | OrcaCyber-Nano-1.0 | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 88.3% | 85.8% | OrcaCyber-Nano-1.0 |
| MMLU-Redux | Coming soon | 89.1% | Coming soon |
| GPQA | Coming soon | 85.8% | Coming soon |

### Instruction Following

- Winner: Ternary Bonsai 2 27B
- OrcaCyber-Nano-1.0 public-lane score: 32.4 (#134/152)
- Ternary Bonsai 2 27B public-lane score: 74 (#72/152)

| Benchmark | OrcaCyber-Nano-1.0 | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 82.8% | 91.3% | Ternary Bonsai 2 27B |
| IFBench | 56.3% | 74% | Ternary Bonsai 2 27B |

### Mathematics

- Winner: Not comparable
- OrcaCyber-Nano-1.0 public-lane score: Coming soon
- Ternary Bonsai 2 27B public-lane score: 86.2 (Unranked · 4 rankable rows)

| Benchmark | OrcaCyber-Nano-1.0 | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 96.2% | 95% | OrcaCyber-Nano-1.0 |
| MATH-500 | 98.6% | 98.8% | Ternary Bonsai 2 27B |
| GSM8K | 97.5% | 96.7% | OrcaCyber-Nano-1.0 |
| AIME26 | Coming soon | 95.8% | Coming soon |

## FAQ

### Which is better overall, OrcaCyber-Nano-1.0 or Ternary Bonsai 2 27B?

Ternary Bonsai 2 27B has the higher overall point estimate. Conditional score ranges do not establish rank confidence.

### Where is the biggest gap between OrcaCyber-Nano-1.0 and Ternary Bonsai 2 27B?

The widest category gap is in instruction following, where the averages are 32.4 for OrcaCyber-Nano-1.0 and 74 for Ternary Bonsai 2 27B.

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

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

### How many benchmarks does Ternary Bonsai 2 27B cover on BenchLM?

Ternary Bonsai 2 27B currently has 21 sourced benchmark scores on BenchLM.

## Related Comparisons

- [OrcaCyber-Nano-1.0 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-orcacyber-nano-1-0)
- [Ternary Bonsai 2 27B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-ternary-bonsai-2-27b)
- [OrcaCyber-Nano-1.0 vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-orcacyber-nano-1-0)
- [Ternary Bonsai 2 27B vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-ternary-bonsai-2-27b)

## Explore More

- [OrcaCyber-Nano-1.0 profile](/models/orcacyber-nano-1-0)
- [Ternary Bonsai 2 27B profile](/models/ternary-bonsai-2-27b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)