# LFM2.5-8B-A1B vs OrcaCyber-Nano-1.0

> Side-by-side benchmark comparison for LFM2.5-8B-A1B and OrcaCyber-Nano-1.0 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/lfm2-5-8b-a1b-vs-orcacyber-nano-1-0
- Last updated: October 20, 2026

- Shared sourced benchmarks: 4
- 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 30.11. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in instruction following, where the averages are 36.5 for LFM2.5-8B-A1B and 32.4 for OrcaCyber-Nano-1.0.
- The biggest single benchmark swing is AIME 2025 in Mathematics, with scores of 42.5% and 96.2%.
- OrcaCyber-Nano-1.0 also has the larger context window at 262K.

## Model Snapshot

| Property | LFM2.5-8B-A1B | OrcaCyber-Nano-1.0 |
|----------|----------|----------|
| Creator | LiquidAI | OrcaRouter |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 128K | 262K |
| Overall Score | 30.11 | null |
| Benchmarks Covered | 7 | 7 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- LFM2.5-8B-A1B public-lane score: Coming soon
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

| Benchmark | LFM2.5-8B-A1B | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | 49.7% | Coming soon | Coming soon |
| τ²-bench results | 88.1% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 72.5% | Coming soon |

### Reasoning

- Winner: Not comparable
- LFM2.5-8B-A1B public-lane score: 25 (Unranked · 2 rankable rows)
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

### Knowledge

- Winner: Not comparable
- LFM2.5-8B-A1B public-lane score: 26.2 (Supported · #172/187)
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

| Benchmark | LFM2.5-8B-A1B | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | Coming soon | 88.3% | Coming soon |

### Instruction Following

- Winner: LFM2.5-8B-A1B
- LFM2.5-8B-A1B public-lane score: 36.5 (#126/152)
- OrcaCyber-Nano-1.0 public-lane score: 32.4 (#134/152)

| Benchmark | LFM2.5-8B-A1B | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 91.8% | 82.8% | LFM2.5-8B-A1B |
| IFBench | 56.5% | 56.3% | LFM2.5-8B-A1B |

### Mathematics

- Winner: Not comparable
- LFM2.5-8B-A1B public-lane score: 24 (Unranked · 3 rankable rows)
- OrcaCyber-Nano-1.0 public-lane score: Coming soon

| Benchmark | LFM2.5-8B-A1B | OrcaCyber-Nano-1.0 | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | 88.8% | 98.6% | OrcaCyber-Nano-1.0 |
| AIME 2025 | 42.5% | 96.2% | OrcaCyber-Nano-1.0 |
| AIME26 | 50.0% | Coming soon | Coming soon |
| GSM8K | Coming soon | 97.5% | Coming soon |

## FAQ

### Which is better overall, LFM2.5-8B-A1B 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 LFM2.5-8B-A1B and OrcaCyber-Nano-1.0?

The widest category gap is in instruction following, where the averages are 36.5 for LFM2.5-8B-A1B and 32.4 for OrcaCyber-Nano-1.0.

### How many benchmarks does LFM2.5-8B-A1B cover on BenchLM?

LFM2.5-8B-A1B currently has 7 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

- [LFM2.5-8B-A1B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-lfm2-5-8b-a1b)
- [OrcaCyber-Nano-1.0 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-orcacyber-nano-1-0)
- [LFM2.5-8B-A1B vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-lfm2-5-8b-a1b)
- [OrcaCyber-Nano-1.0 vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-orcacyber-nano-1-0)

## Explore More

- [LFM2.5-8B-A1B profile](/models/lfm2-5-8b-a1b)
- [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)