# Granite 4.2 8B vs LFM2.5-230M

> Side-by-side benchmark comparison for Granite 4.2 8B and LFM2.5-230M across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/granite-4-2-8b-vs-lfm2-5-230m
- Last updated: October 15, 2026

- Shared sourced benchmarks: 4
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

LFM2.5-230M leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- LFM2.5-230M has the higher overall point estimate 37 to 33.4. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in instruction following, where the averages are 86.5 for Granite 4.2 8B and 9.7 for LFM2.5-230M.
- The biggest single benchmark swing is MMLU-Pro in Knowledge, with scores of 74.0% and 20.3%.
- Granite 4.2 8B also has the larger context window at 128K.

## Model Snapshot

| Property | Granite 4.2 8B | LFM2.5-230M |
|----------|----------|----------|
| Creator | IBM | LiquidAI |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 128K | 32K |
| Overall Score | 33.4 | null |
| Benchmarks Covered | 14 | 6 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Granite 4.2 8B public-lane score: 15.7 (Estimated · #113/127)
- LFM2.5-230M public-lane score: Coming soon

| Benchmark | Granite 4.2 8B | LFM2.5-230M | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 20.6% | Coming soon | Coming soon |
| τ³-bench results | 58.1% | Coming soon | Coming soon |
| BFCL v4 | 52.4% | 21.0% | Granite 4.2 8B |

### Coding

- Winner: Not comparable
- Granite 4.2 8B public-lane score: 17.2 (Estimated · #125/150)
- LFM2.5-230M public-lane score: Coming soon

| Benchmark | Granite 4.2 8B | LFM2.5-230M | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 47.7% | Coming soon | Coming soon |
| SWE-bench Pro | 19.1% | Coming soon | Coming soon |
| SWE Multilingual | 30.8% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | 20.6% | Coming soon | Coming soon |
| LiveCodeBench v6 | 73.2% | Coming soon | Coming soon |
| SciCode | 36.1% | Coming soon | Coming soon |

### Reasoning

- Winner: Not comparable
- Granite 4.2 8B public-lane score: 56.8 (Unranked · 2 rankable rows)
- LFM2.5-230M public-lane score: Coming soon

### Knowledge

- Winner: Not comparable
- Granite 4.2 8B public-lane score: 30.6 (Supported · #154/184)
- LFM2.5-230M public-lane score: Coming soon

| Benchmark | Granite 4.2 8B | LFM2.5-230M | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 64.1% | 25.4% | Granite 4.2 8B |
| MMLU-Pro | 74.0% | 20.3% | Granite 4.2 8B |
| GPQA-D | Coming soon | 25.4% | Coming soon |

### Instruction Following

- Winner: Granite 4.2 8B
- Granite 4.2 8B public-lane score: 86.5 (#41/146)
- LFM2.5-230M public-lane score: 9.7 (#141/146)

| Benchmark | Granite 4.2 8B | LFM2.5-230M | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 79.3% | 38.4% | Granite 4.2 8B |
| IFEval | Coming soon | 71.7% | Coming soon |

### Mathematics

- Winner: Not comparable
- Granite 4.2 8B public-lane score: Coming soon
- LFM2.5-230M public-lane score: Coming soon

| Benchmark | Granite 4.2 8B | LFM2.5-230M | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 86.7% | Coming soon | Coming soon |
| HMMT Feb 2025 | 78.3% | Coming soon | Coming soon |

## FAQ

### Which is better overall, Granite 4.2 8B or LFM2.5-230M?

LFM2.5-230M has the higher overall point estimate. Conditional score ranges do not establish rank confidence.

### Where is the biggest gap between Granite 4.2 8B and LFM2.5-230M?

The widest category gap is in instruction following, where the averages are 86.5 for Granite 4.2 8B and 9.7 for LFM2.5-230M.

### How many benchmarks does Granite 4.2 8B cover on BenchLM?

Granite 4.2 8B currently has 14 sourced benchmark scores on BenchLM.

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

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

## Related Comparisons

- [Granite 4.2 8B vs Granite 4.2 30B](/compare/granite-4-2-30b-vs-granite-4-2-8b)
- [LFM2.5-230M vs Granite 4.2 30B](/compare/granite-4-2-30b-vs-lfm2-5-230m)
- [Granite 4.2 8B vs Granite 4.2 3B](/compare/granite-4-2-3b-vs-granite-4-2-8b)
- [LFM2.5-230M vs Granite 4.2 3B](/compare/granite-4-2-3b-vs-lfm2-5-230m)

## Explore More

- [Granite 4.2 8B profile](/models/granite-4-2-8b)
- [LFM2.5-230M profile](/models/lfm2-5-230m)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)