# LFM2.5-230M vs MiniCPM5-2B

> Side-by-side benchmark comparison for LFM2.5-230M and MiniCPM5-2B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/lfm2-5-230m-vs-minicpm5-2b
- Last updated: September 10, 2026

- Shared sourced benchmarks: 5
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick MiniCPM5-2B if you want the stronger benchmark profile. LFM2.5-230M only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- MiniCPM5-2B leads overall 44 to 34.
- The biggest single benchmark swing is MMLU-Pro in Knowledge, with scores of 20.3% and 70.8%.
- MiniCPM5-2B also has the larger context window at 131K.

## Model Snapshot

| Property | LFM2.5-230M | MiniCPM5-2B |
|----------|----------|----------|
| Creator | LiquidAI | OpenBMB |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 32K | 131K |
| Overall Score | null | null |
| Benchmarks Covered | 6 | 19 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Coming soon
- LFM2.5-230M public-lane score: 42.2 (Estimated · #106/152)
- MiniCPM5-2B public-lane score: Coming soon

| Benchmark | LFM2.5-230M | MiniCPM5-2B | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | 21.0% | 66.6% | MiniCPM5-2B |
| Terminal-Bench 2.1 | Coming soon | 8.6% | Coming soon |

### Coding

- Winner: Coming soon
- LFM2.5-230M public-lane score: Coming soon
- MiniCPM5-2B public-lane score: Coming soon

| Benchmark | LFM2.5-230M | MiniCPM5-2B | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | Coming soon | 69.1% | Coming soon |
| SciCode | Coming soon | 26.3% | Coming soon |
| SWE-bench Verified | Coming soon | 46.4% | Coming soon |
| SWE-bench Pro | Coming soon | 14.4% | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 8.6% | Coming soon |

### Reasoning

- Winner: Coming soon
- LFM2.5-230M public-lane score: Coming soon
- MiniCPM5-2B public-lane score: Coming soon

| Benchmark | LFM2.5-230M | MiniCPM5-2B | Winner |
|-----------|-----------|-----------|--------|
| LongBench v2 | Coming soon | 43.7% | Coming soon |

### Knowledge

- Winner: Coming soon
- LFM2.5-230M public-lane score: 33.6 (Estimated · #168/183)
- MiniCPM5-2B public-lane score: Coming soon

| Benchmark | LFM2.5-230M | MiniCPM5-2B | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 25.4% | Coming soon | Coming soon |
| GPQA-D | 25.4% | 70.2% | MiniCPM5-2B |
| MMLU-Pro | 20.3% | 70.8% | MiniCPM5-2B |
| MMLU-Redux | Coming soon | 84.7% | Coming soon |
| HLE | Coming soon | 8.9% | Coming soon |
| SuperGPQA | Coming soon | 40.8% | Coming soon |

### Instruction Following

- Winner: Coming soon
- LFM2.5-230M public-lane score: 9.7 (#122/123)
- MiniCPM5-2B public-lane score: Coming soon

| Benchmark | LFM2.5-230M | MiniCPM5-2B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 71.7% | 86.7% | MiniCPM5-2B |
| IFBench | 38.4% | 66.3% | MiniCPM5-2B |

### Mathematics

- Winner: Coming soon
- LFM2.5-230M public-lane score: Coming soon
- MiniCPM5-2B public-lane score: Coming soon

| Benchmark | LFM2.5-230M | MiniCPM5-2B | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | Coming soon | 86.5% | Coming soon |
| AIME26 | Coming soon | 86.5% | Coming soon |
| HMMT Feb 2026 | Coming soon | 63.8% | Coming soon |
| MATH-500 | Coming soon | 94.6% | Coming soon |

## FAQ

### Which is better overall, LFM2.5-230M or MiniCPM5-2B?

MiniCPM5-2B is ahead overall on BenchLM right now.

### How many benchmarks does LFM2.5-230M cover on BenchLM?

LFM2.5-230M currently has 6 sourced benchmark scores on BenchLM.

### How many benchmarks does MiniCPM5-2B cover on BenchLM?

MiniCPM5-2B currently has 19 sourced benchmark scores on BenchLM.

## Related Comparisons

- [LFM2.5-230M vs MiniCPM5-1B](/compare/lfm2-5-230m-vs-minicpm5-1b)
- [MiniCPM5-2B vs MiniCPM5-1B](/compare/minicpm5-1b-vs-minicpm5-2b)
- [LFM2.5-230M vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-lfm2-5-230m)
- [MiniCPM5-2B vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-minicpm5-2b)

## Explore More

- [LFM2.5-230M profile](/models/lfm2-5-230m)
- [MiniCPM5-2B profile](/models/minicpm5-2b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)