# LFM2.5-2.6B vs Ornith-1.0-35B

> Side-by-side benchmark comparison for LFM2.5-2.6B and Ornith-1.0-35B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/lfm2-5-2-6b-vs-ornith-1-0-35b
- Last updated: September 18, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Evidence is too thin for a benchmark verdict: LFM2.5-2.6B and Ornith-1.0-35B share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Ornith-1.0-35B has the larger published context window at 256K.

## Model Snapshot

| Property | LFM2.5-2.6B | Ornith-1.0-35B |
|----------|----------|----------|
| Creator | LiquidAI | DeepReinforce AI |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 128K | 256K |
| Independent public score (not head-to-head) | 39.9 | null |
| Benchmarks Covered | 7 | 7 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- LFM2.5-2.6B public-lane score: 37.2 (Estimated · #131/154)
- Ornith-1.0-35B public-lane score: 47.1 (Estimated · #74/154)

| Benchmark | LFM2.5-2.6B | Ornith-1.0-35B | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | 56.9% | Coming soon | Coming soon |
| τ³-bench results | 5.7% | Coming soon | Coming soon |
| Claw-Eval | 62.9% | 69.8% | Ornith-1.0-35B |
| PinchBench | 68.2% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 64.2% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- LFM2.5-2.6B public-lane score: 39.2 (Estimated · #125/154)
- Ornith-1.0-35B public-lane score: 47 (Estimated · #80/154)

| Benchmark | LFM2.5-2.6B | Ornith-1.0-35B | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | 59.4% | Coming soon | Coming soon |
| SWE-bench Verified | Coming soon | 75.6% | Coming soon |
| SWE-bench Pro | Coming soon | 50.4% | Coming soon |
| SWE Multilingual | Coming soon | 69.3% | Coming soon |
| NL2Repo | Coming soon | 34.6% | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 64.2% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- LFM2.5-2.6B public-lane score: 24.9 (Unranked · 2 rankable rows)
- Ornith-1.0-35B public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- LFM2.5-2.6B public-lane score: 37 (Estimated · #151/184)
- Ornith-1.0-35B public-lane score: Coming soon

### Instruction Following

- Winner: Insufficient shared evidence
- LFM2.5-2.6B public-lane score: 38.1 (#104/124)
- Ornith-1.0-35B public-lane score: Coming soon

| Benchmark | LFM2.5-2.6B | Ornith-1.0-35B | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 59.2% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- LFM2.5-2.6B public-lane score: Coming soon
- Ornith-1.0-35B public-lane score: Coming soon

| Benchmark | LFM2.5-2.6B | Ornith-1.0-35B | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 51.9% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between LFM2.5-2.6B and Ornith-1.0-35B?

Not yet. The models share only 1 sourced benchmark row, 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

- [LFM2.5-2.6B vs Ornith-1.0-397B](/compare/lfm2-5-2-6b-vs-ornith-1-0-397b)
- [Ornith-1.0-35B vs Ornith-1.0-397B](/compare/ornith-1-0-35b-vs-ornith-1-0-397b)
- [LFM2.5-2.6B vs Ornith-1.0-9B](/compare/lfm2-5-2-6b-vs-ornith-1-0-9b)
- [Ornith-1.0-35B vs Ornith-1.0-9B](/compare/ornith-1-0-35b-vs-ornith-1-0-9b)

## Explore More

- [LFM2.5-2.6B profile](/models/lfm2-5-2-6b)
- [Ornith-1.0-35B profile](/models/ornith-1-0-35b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)