# LFM2.5-VL-450M-Extract vs MiniCPM5-1B

> Side-by-side benchmark comparison for LFM2.5-VL-450M-Extract and MiniCPM5-1B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/lfm2-5-vl-450m-extract-vs-minicpm5-1b
- Last updated: September 4, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for LFM2.5-VL-450M-Extract and MiniCPM5-1B.

## Summary

- LFM2.5-VL-450M-Extract and MiniCPM5-1B do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | LFM2.5-VL-450M-Extract | MiniCPM5-1B |
|----------|----------|----------|
| Creator | LiquidAI | OpenBMB |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 128K | 131K |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 3 | 14 |
| Pricing (input/output) | N/A | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- MiniCPM5-1B public-lane score: 45.6 (Estimated · #92/151)

| Benchmark | LFM2.5-VL-450M-Extract | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | Coming soon | 25.1% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- MiniCPM5-1B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-450M-Extract | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench Pro | Coming soon | 22.7% | Coming soon |
| LiveCodeBench v6 | Coming soon | 33.5% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- MiniCPM5-1B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-450M-Extract | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| Liquid Extract JSON Validity | 98.9% | Coming soon | Coming soon |
| Liquid Extract F1 | 98.8% | Coming soon | Coming soon |
| Liquid Extract VLM Judge | 84.5% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- MiniCPM5-1B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-450M-Extract | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| BBH | Coming soon | 71.9% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- MiniCPM5-1B public-lane score: 38.7 (Estimated · #145/181)

| Benchmark | LFM2.5-VL-450M-Extract | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | Coming soon | 48.9% | Coming soon |
| MMLU-Redux | Coming soon | 70.1% | Coming soon |
| GPQA-D | Coming soon | 26.3% | Coming soon |
| SuperGPQA | Coming soon | 23.1% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- MiniCPM5-1B public-lane score: 24.8 (#118/120)

| Benchmark | LFM2.5-VL-450M-Extract | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| IFBench | Coming soon | 46.7% | Coming soon |
| IFEval | Coming soon | 80.4% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- MiniCPM5-1B public-lane score: 5.4 (Unranked · 4 rankable rows)

| Benchmark | LFM2.5-VL-450M-Extract | MiniCPM5-1B | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | Coming soon | 40.4% | Coming soon |
| AIME26 | Coming soon | 40.4% | Coming soon |
| HMMT Feb 2026 | Coming soon | 25.8% | Coming soon |
| MATH-500 | Coming soon | 91.6% | Coming soon |

## FAQ

### Can I compare LFM2.5-VL-450M-Extract and MiniCPM5-1B on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [LFM2.5-VL-450M-Extract vs LFM2.5-VL-1.6B-Extract](/compare/lfm2-5-vl-1-6b-extract-vs-lfm2-5-vl-450m-extract)
- [MiniCPM5-1B vs LFM2.5-VL-1.6B-Extract](/compare/lfm2-5-vl-1-6b-extract-vs-minicpm5-1b)
- [LFM2.5-VL-450M-Extract vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-lfm2-5-vl-450m-extract)
- [MiniCPM5-1B vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-minicpm5-1b)

## Explore More

- [LFM2.5-VL-450M-Extract profile](/models/lfm2-5-vl-450m-extract)
- [MiniCPM5-1B profile](/models/minicpm5-1b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)