# Granite 4.2 8B vs LFM2.5-VL-450M

> Side-by-side benchmark comparison for Granite 4.2 8B and LFM2.5-VL-450M across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/granite-4-2-8b-vs-lfm2-5-vl-450m
- Last updated: October 15, 2026

- Shared sourced benchmarks: 3
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Granite 4.2 8B and LFM2.5-VL-450M share only 3 sourced benchmark rows.

## Summary

- Only 3 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.

## Model Snapshot

| Property | Granite 4.2 8B | LFM2.5-VL-450M |
|----------|----------|----------|
| Creator | IBM | LiquidAI |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 128K | 128K |
| Independent public score (not head-to-head) | 33.4 | null |
| Benchmarks Covered | 14 | 7 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Granite 4.2 8B public-lane score: 15.7 (Estimated · #113/127)
- LFM2.5-VL-450M public-lane score: Coming soon

| Benchmark | Granite 4.2 8B | LFM2.5-VL-450M | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 20.6% | Coming soon | Coming soon |
| τ³-bench results | 58.1% | Coming soon | Coming soon |
| BFCL v4 | 52.4% | 21.1% | Granite 4.2 8B |

### Coding

- Winner: Insufficient shared evidence
- Granite 4.2 8B public-lane score: 17.2 (Estimated · #125/150)
- LFM2.5-VL-450M public-lane score: Coming soon

| Benchmark | Granite 4.2 8B | LFM2.5-VL-450M | 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: Insufficient shared evidence
- Granite 4.2 8B public-lane score: 56.8 (Unranked · 2 rankable rows)
- LFM2.5-VL-450M public-lane score: Coming soon

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Granite 4.2 8B public-lane score: Coming soon
- LFM2.5-VL-450M public-lane score: Coming soon

| Benchmark | Granite 4.2 8B | LFM2.5-VL-450M | Winner |
|-----------|-----------|-----------|--------|
| MMMU | Coming soon | 32.7% | Coming soon |
| RealWorldQA | Coming soon | 58.4% | Coming soon |
| CountBench | Coming soon | 73.3% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Granite 4.2 8B public-lane score: 30.6 (Supported · #154/184)
- LFM2.5-VL-450M public-lane score: Coming soon

| Benchmark | Granite 4.2 8B | LFM2.5-VL-450M | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 64.1% | 25.7% | Granite 4.2 8B |
| MMLU-Pro | 74.0% | 19.3% | Granite 4.2 8B |

### Instruction Following

- Winner: Insufficient shared evidence
- Granite 4.2 8B public-lane score: 86.5 (#41/146)
- LFM2.5-VL-450M public-lane score: Coming soon

| Benchmark | Granite 4.2 8B | LFM2.5-VL-450M | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 79.3% | Coming soon | Coming soon |
| IFEval | Coming soon | 61.2% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Granite 4.2 8B public-lane score: Coming soon
- LFM2.5-VL-450M public-lane score: Coming soon

| Benchmark | Granite 4.2 8B | LFM2.5-VL-450M | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 86.7% | Coming soon | Coming soon |
| HMMT Feb 2025 | 78.3% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between Granite 4.2 8B and LFM2.5-VL-450M?

Not yet. The models share only 3 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

- [Granite 4.2 8B vs Granite 4.2 30B](/compare/granite-4-2-30b-vs-granite-4-2-8b)
- [LFM2.5-VL-450M vs Granite 4.2 30B](/compare/granite-4-2-30b-vs-lfm2-5-vl-450m)
- [Granite 4.2 8B vs Granite 4.2 3B](/compare/granite-4-2-3b-vs-granite-4-2-8b)
- [LFM2.5-VL-450M vs Granite 4.2 3B](/compare/granite-4-2-3b-vs-lfm2-5-vl-450m)

## Explore More

- [Granite 4.2 8B profile](/models/granite-4-2-8b)
- [LFM2.5-VL-450M profile](/models/lfm2-5-vl-450m)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)