# Gemma 4 E2B vs Ling 3.0 Flash Fin

> Side-by-side benchmark comparison for Gemma 4 E2B and Ling 3.0 Flash Fin across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemma-4-e2b-vs-ling-3-0-flash-fin
- 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 Gemma 4 E2B and Ling 3.0 Flash Fin.

## Summary

- Gemma 4 E2B and Ling 3.0 Flash Fin 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 | Gemma 4 E2B | Ling 3.0 Flash Fin |
|----------|----------|----------|
| Creator | Google | InclusionAI |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 128K | 262K |
| Independent public score (not head-to-head) | 29.86 | null |
| Benchmarks Covered | 5 | 3 |
| Pricing (input/output) | $0.00 / $0.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: Coming soon
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| Finance Agent v2 | Coming soon | 59.8% | Coming soon |
| APEX-Agents | Coming soon | 29.2% | Coming soon |
| SpreadsheetBench 2 | Coming soon | 21.8% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 11.3 (Estimated · #138/148)
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | 44.0% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 23.7 (Unranked · 3 rankable rows)
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| MRCRv2 | 19.1% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 13.4 (#53/54)
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | 44.2% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 23.2 (Estimated · #173/180)
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 43.4% | Coming soon | Coming soon |
| MMLU-Pro | 60% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 43.8 (#97/127)
- Ling 3.0 Flash Fin public-lane score: Coming soon

## FAQ

### Can I compare Gemma 4 E2B and Ling 3.0 Flash Fin 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

- [Gemma 4 E2B vs Gemma 4 26B A4B](/compare/gemma-4-26b-a4b-vs-gemma-4-e2b)
- [Ling 3.0 Flash Fin vs Gemma 4 26B A4B](/compare/gemma-4-26b-a4b-vs-ling-3-0-flash-fin)
- [Gemma 4 E2B vs Gemma 4 31B](/compare/gemma-4-31b-vs-gemma-4-e2b)
- [Ling 3.0 Flash Fin vs Gemma 4 31B](/compare/gemma-4-31b-vs-ling-3-0-flash-fin)

## Explore More

- [Gemma 4 E2B profile](/models/gemma-4-e2b)
- [Ling 3.0 Flash Fin profile](/models/ling-3-0-flash-fin)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)