# Granite 4.2 8B vs Ling 3.0 Flash

> Side-by-side benchmark comparison for Granite 4.2 8B and Ling 3.0 Flash across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/granite-4-2-8b-vs-ling-3-0-flash
- Last updated: October 15, 2026

- Shared sourced benchmarks: 6
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Ling 3.0 Flash leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- Ling 3.0 Flash has the higher overall point estimate 45.16 to 33.4. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in reasoning, where the averages are 56.8 for Granite 4.2 8B and 76 for Ling 3.0 Flash.
- The biggest single benchmark swing is SWE Multilingual in Coding, with scores of 30.8% and 72.4%.
- Ling 3.0 Flash is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- Ling 3.0 Flash also has the larger context window at 262K.

## Model Snapshot

| Property | Granite 4.2 8B | Ling 3.0 Flash |
|----------|----------|----------|
| Creator | IBM | InclusionAI |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 128K | 262K |
| Overall Score | 33.4 | 45.16 |
| Benchmarks Covered | 14 | 24 |
| Pricing (input/output) | $0.00 / $0.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Directional only
- Granite 4.2 8B public-lane score: 15.7 (Estimated · #113/127)
- Ling 3.0 Flash public-lane score: 33.6 (Supported · #83/127)

| Benchmark | Granite 4.2 8B | Ling 3.0 Flash | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 20.6% | Coming soon | Coming soon |
| τ³-bench results | 58.1% | Coming soon | Coming soon |
| BFCL v4 | 52.4% | 73.0% | Ling 3.0 Flash |
| MCP Atlas | Coming soon | 65.5% | Coming soon |
| skillsBench | Coming soon | 44.8% | Coming soon |
| WideResearch | Coming soon | 73.6% | Coming soon |
| BrowseComp | Coming soon | 72.2% | Coming soon |
| DRACO | Coming soon | 70.4% | Coming soon |
| Terminal-Bench 2.1 (Vals) | Coming soon | 50.2% | Coming soon |
| Hermes Index | Coming soon | 21.6% | Coming soon |
| Hermes Bench | Coming soon | 53.8% | Coming soon |

### Coding

- Winner: Directional only
- Granite 4.2 8B public-lane score: 17.2 (Estimated · #125/150)
- Ling 3.0 Flash public-lane score: 31.7 (Supported · #89/150)

| Benchmark | Granite 4.2 8B | Ling 3.0 Flash | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 47.7% | Coming soon | Coming soon |
| SWE-bench Pro | 19.1% | 56.6% | Ling 3.0 Flash |
| SWE Multilingual | 30.8% | 72.4% | Ling 3.0 Flash |
| Terminal-Bench 2.1 | 20.6% | Coming soon | Coming soon |
| LiveCodeBench v6 | 73.2% | Coming soon | Coming soon |
| SciCode | 36.1% | 41.2% | Ling 3.0 Flash |
| LiveCodeBench v5 | Coming soon | 82.8% | Coming soon |
| LiveCodeBench (Vals) | Coming soon | 84.0% | Coming soon |
| SWE-bench (Vals) | Coming soon | 65.2% | Coming soon |

### Reasoning

- Winner: Not comparable
- Granite 4.2 8B public-lane score: 56.8 (Unranked · 2 rankable rows)
- Ling 3.0 Flash public-lane score: 76 (Unranked · 2 rankable rows)

### Knowledge

- Winner: Ling 3.0 Flash
- Granite 4.2 8B public-lane score: 30.6 (Supported · #154/184)
- Ling 3.0 Flash public-lane score: 43.6 (Supported · #105/184)

| Benchmark | Granite 4.2 8B | Ling 3.0 Flash | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 64.1% | 85.0% | Ling 3.0 Flash |
| MMLU-Pro | 74.0% | Coming soon | Coming soon |
| GPQA-D | Coming soon | 85.0% | Coming soon |
| HLE | Coming soon | 22.7% | Coming soon |
| GPQA Diamond (Vals) | Coming soon | 84.8% | Coming soon |
| MMLU-Pro (Vals) | Coming soon | 82.0% | Coming soon |

### Instruction Following

- Winner: Granite 4.2 8B
- Granite 4.2 8B public-lane score: 86.5 (#41/146)
- Ling 3.0 Flash public-lane score: 75.2 (#65/146)

| Benchmark | Granite 4.2 8B | Ling 3.0 Flash | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 79.3% | 74.5% | Granite 4.2 8B |

### Mathematics

- Winner: Not comparable
- Granite 4.2 8B public-lane score: Coming soon
- Ling 3.0 Flash public-lane score: 81.1 (Unranked · 3 rankable rows)

| Benchmark | Granite 4.2 8B | Ling 3.0 Flash | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 86.7% | Coming soon | Coming soon |
| HMMT Feb 2025 | 78.3% | Coming soon | Coming soon |
| AIME26 | Coming soon | 93.2% | Coming soon |
| HMMT Feb 2026 | Coming soon | 87.0% | Coming soon |
| IMOAnswerBench | Coming soon | 83.7% | Coming soon |

## FAQ

### Which is better overall, Granite 4.2 8B or Ling 3.0 Flash?

Ling 3.0 Flash 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 Ling 3.0 Flash?

The widest category gap is in reasoning, where the averages are 56.8 for Granite 4.2 8B and 76 for Ling 3.0 Flash.

### 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 Ling 3.0 Flash cover on BenchLM?

Ling 3.0 Flash currently has 24 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)
- [Ling 3.0 Flash vs Granite 4.2 30B](/compare/granite-4-2-30b-vs-ling-3-0-flash)
- [Granite 4.2 8B vs Granite 4.2 3B](/compare/granite-4-2-3b-vs-granite-4-2-8b)
- [Ling 3.0 Flash vs Granite 4.2 3B](/compare/granite-4-2-3b-vs-ling-3-0-flash)

## Explore More

- [Granite 4.2 8B profile](/models/granite-4-2-8b)
- [Ling 3.0 Flash profile](/models/ling-3-0-flash)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)