# LFM2.5-VL-450M vs Soofi S 30B-A3B

> Side-by-side benchmark comparison for LFM2.5-VL-450M and Soofi S 30B-A3B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/lfm2-5-vl-450m-vs-soofi-s-30b-a3b
- Last updated: October 14, 2026

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

## Quick Verdict

Evidence is too thin for a benchmark verdict: LFM2.5-VL-450M and Soofi S 30B-A3B 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.
- Soofi S 30B-A3B has the larger published context window at 1M.

## Model Snapshot

| Property | LFM2.5-VL-450M | Soofi S 30B-A3B |
|----------|----------|----------|
| Creator | LiquidAI | Soofi Project |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Non-Reasoning |
| Context | 128K | 1M |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 7 | 8 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M public-lane score: Coming soon
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-450M | Soofi S 30B-A3B | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | 21.1% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M public-lane score: Coming soon
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-450M | Soofi S 30B-A3B | Winner |
|-----------|-----------|-----------|--------|
| HumanEval | Coming soon | 73.8% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M public-lane score: Coming soon
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-450M | Soofi S 30B-A3B | Winner |
|-----------|-----------|-----------|--------|
| BBH | Coming soon | 78.8% | Coming soon |
| DROP | Coming soon | 66.5% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M public-lane score: Coming soon
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-450M | Soofi S 30B-A3B | Winner |
|-----------|-----------|-----------|--------|
| MMMU | 32.7% | Coming soon | Coming soon |
| RealWorldQA | 58.4% | Coming soon | Coming soon |
| CountBench | 73.3% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M public-lane score: Coming soon
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-450M | Soofi S 30B-A3B | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 25.7% | 43.4% | Soofi S 30B-A3B |
| MMLU-Pro | 19.3% | 51.4% | Soofi S 30B-A3B |
| GPQA-D | Coming soon | 43.4% | Coming soon |
| AGIEval | Coming soon | 66.9% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M public-lane score: Coming soon
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-450M | Soofi S 30B-A3B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 61.2% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M public-lane score: Coming soon
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-450M | Soofi S 30B-A3B | Winner |
|-----------|-----------|-----------|--------|
| GSM8K | Coming soon | 86.1% | Coming soon |

## FAQ

### Is there enough evidence to pick between LFM2.5-VL-450M and Soofi S 30B-A3B?

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

- [LFM2.5-VL-450M vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-lfm2-5-vl-450m)
- [Soofi S 30B-A3B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-soofi-s-30b-a3b)
- [LFM2.5-VL-450M vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-lfm2-5-vl-450m)
- [Soofi S 30B-A3B vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-soofi-s-30b-a3b)

## Explore More

- [LFM2.5-VL-450M profile](/models/lfm2-5-vl-450m)
- [Soofi S 30B-A3B profile](/models/soofi-s-30b-a3b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)