# Granite-4.0-350M vs ScaleDown Summarize

> Side-by-side benchmark comparison for Granite-4.0-350M and ScaleDown Summarize across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/granite-4-0-350m-vs-scaledown-summarize
- Last updated: October 13, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Granite-4.0-350M and ScaleDown Summarize.

## Summary

- Granite-4.0-350M and ScaleDown Summarize 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 | Granite-4.0-350M | ScaleDown Summarize |
|----------|----------|----------|
| Creator | IBM | ScaleDown |
| Type | Open Weight | Proprietary |
| Reasoning | Non-Reasoning | Unspecified |
| Context | 32K | 1M |
| Independent public score (not head-to-head) | 28.44 | null |
| Benchmarks Covered | 7 | 0 |
| Pricing (input/output) | $0.00 / $0.00 | $0.05 / $0.00 |

## Category Breakdown

### Coding

- Winner: Insufficient shared evidence
- Granite-4.0-350M public-lane score: Coming soon
- ScaleDown Summarize public-lane score: Coming soon

| Benchmark | Granite-4.0-350M | ScaleDown Summarize | Winner |
|-----------|-----------|-----------|--------|
| HumanEval | 39% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Granite-4.0-350M public-lane score: 25.9 (Unranked · 3 rankable rows)
- ScaleDown Summarize public-lane score: Coming soon

| Benchmark | Granite-4.0-350M | ScaleDown Summarize | Winner |
|-----------|-----------|-----------|--------|
| BBH | 33.1% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Granite-4.0-350M public-lane score: 16.6 (Supported · #179/180)
- ScaleDown Summarize public-lane score: Coming soon

| Benchmark | Granite-4.0-350M | ScaleDown Summarize | Winner |
|-----------|-----------|-----------|--------|
| MMLU | 35.0% | Coming soon | Coming soon |
| GPQA | 24.1% | Coming soon | Coming soon |
| MMLU-Pro | 12.1% | Coming soon | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- Granite-4.0-350M public-lane score: Coming soon
- ScaleDown Summarize public-lane score: Coming soon

| Benchmark | Granite-4.0-350M | ScaleDown Summarize | Winner |
|-----------|-----------|-----------|--------|
| MGSM | 14.7% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Granite-4.0-350M public-lane score: 28.8 (#121/127)
- ScaleDown Summarize public-lane score: Coming soon

| Benchmark | Granite-4.0-350M | ScaleDown Summarize | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 55.4% | Coming soon | Coming soon |

## FAQ

### Can I compare Granite-4.0-350M and ScaleDown Summarize 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

- [Granite-4.0-350M vs Granite-4.0-H-350M](/compare/granite-4-0-350m-vs-granite-4-0-h-350m)
- [ScaleDown Summarize vs Granite-4.0-H-350M](/compare/granite-4-0-h-350m-vs-scaledown-summarize)
- [Granite-4.0-350M vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-granite-4-0-350m)
- [ScaleDown Summarize vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-scaledown-summarize)

## Explore More

- [Granite-4.0-350M profile](/models/granite-4-0-350m)
- [ScaleDown Summarize profile](/models/scaledown-summarize)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)