# Gemini 3.1 Flash-Lite vs Ling 3.0 Flash

> Side-by-side benchmark comparison for Gemini 3.1 Flash-Lite and Ling 3.0 Flash across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemini-3-1-flash-lite-vs-ling-3-0-flash
- Last updated: September 4, 2026

- Shared sourced benchmarks: 5
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick Gemini 3.1 Flash-Lite if you want the stronger benchmark profile. Ling 3.0 Flash only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Gemini 3.1 Flash-Lite leads overall 56.13 to 52.2.
- The clearest category separation is in knowledge, where the averages are 51.8 for Gemini 3.1 Flash-Lite and 45.9 for Ling 3.0 Flash.
- The biggest single benchmark swing is Terminal-Bench 2.1 (Vals) in Agentic, with scores of 34.1% and 50.2%.
- Ling 3.0 Flash is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- Gemini 3.1 Flash-Lite also has the larger context window at 1M.

## Model Snapshot

| Property | Gemini 3.1 Flash-Lite | Ling 3.0 Flash |
|----------|----------|----------|
| Creator | Google | InclusionAI |
| Type | Proprietary | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 1M | 262K |
| Overall Score | 56.13 | 52.2 |
| Benchmarks Covered | 8 | 22 |
| Pricing (input/output) | $0.25 / $1.50 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Gemini 3.1 Flash-Lite public-lane score: 43.3 (Estimated · #105/151)
- Ling 3.0 Flash public-lane score: 40 (Supported · #121/151)

| Benchmark | Gemini 3.1 Flash-Lite | Ling 3.0 Flash | Winner |
|-----------|-----------|-----------|--------|
| Gert Labs | 38.46% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 34.1% | 50.2% | Ling 3.0 Flash |
| MCP Atlas | Coming soon | 65.5% | Coming soon |
| skillsBench | Coming soon | 44.8% | Coming soon |
| BFCL v4 | Coming soon | 73.0% | Coming soon |
| WideResearch | Coming soon | 73.6% | Coming soon |
| BrowseComp | Coming soon | 72.2% | Coming soon |
| DRACO | Coming soon | 70.4% | Coming soon |

### Coding

- Winner: Coming soon
- Gemini 3.1 Flash-Lite public-lane score: 38.1 (Estimated · #148/183)
- Ling 3.0 Flash public-lane score: 42.8 (Estimated · #126/183)

| Benchmark | Gemini 3.1 Flash-Lite | Ling 3.0 Flash | Winner |
|-----------|-----------|-----------|--------|
| Vibe Code Bench | 0.00% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 80.1% | 84.0% | Ling 3.0 Flash |
| SWE-bench (Vals) | 62.8% | 65.2% | Ling 3.0 Flash |
| SWE-bench Pro | Coming soon | 56.6% | Coming soon |
| SWE Multilingual | Coming soon | 72.4% | Coming soon |
| LiveCodeBench v5 | Coming soon | 82.8% | Coming soon |
| SciCode | Coming soon | 41.2% | Coming soon |

### Multimodal & Grounded

- Winner: Coming soon
- Gemini 3.1 Flash-Lite public-lane score: 37.5 (Unranked · 1 rankable row)
- Ling 3.0 Flash public-lane score: Coming soon

| Benchmark | Gemini 3.1 Flash-Lite | Ling 3.0 Flash | Winner |
|-----------|-----------|-----------|--------|
| CharXiv | 73.2% | Coming soon | Coming soon |

### Reasoning

- Winner: Coming soon
- Gemini 3.1 Flash-Lite public-lane score: Coming soon
- Ling 3.0 Flash public-lane score: 69.2 (Unranked · 2 rankable rows)

### Knowledge

- Winner: Coming soon
- Gemini 3.1 Flash-Lite public-lane score: 51.8 (Estimated · #79/181)
- Ling 3.0 Flash public-lane score: 45.9 (Supported · #112/181)

| Benchmark | Gemini 3.1 Flash-Lite | Ling 3.0 Flash | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | 81.1% | 84.8% | Ling 3.0 Flash |
| MMLU-Pro (Vals) | 86.2% | 82.0% | Gemini 3.1 Flash-Lite |
| GPQA | Coming soon | 85.0% | Coming soon |
| GPQA-D | Coming soon | 85.0% | Coming soon |
| HLE | Coming soon | 22.7% | Coming soon |

### Instruction Following

- Winner: Coming soon
- Gemini 3.1 Flash-Lite public-lane score: Coming soon
- Ling 3.0 Flash public-lane score: 75.6 (#58/120)

| Benchmark | Gemini 3.1 Flash-Lite | Ling 3.0 Flash | Winner |
|-----------|-----------|-----------|--------|
| IFBench | Coming soon | 74.5% | Coming soon |

### Mathematics

- Winner: Coming soon
- Gemini 3.1 Flash-Lite public-lane score: Coming soon
- Ling 3.0 Flash public-lane score: 73.7 (Unranked · 3 rankable rows)

| Benchmark | Gemini 3.1 Flash-Lite | Ling 3.0 Flash | Winner |
|-----------|-----------|-----------|--------|
| 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, Gemini 3.1 Flash-Lite or Ling 3.0 Flash?

Gemini 3.1 Flash-Lite is ahead overall on BenchLM right now.

### Where is the biggest gap between Gemini 3.1 Flash-Lite and Ling 3.0 Flash?

The widest category gap is in knowledge, where the averages are 51.8 for Gemini 3.1 Flash-Lite and 45.9 for Ling 3.0 Flash.

### How many benchmarks does Gemini 3.1 Flash-Lite cover on BenchLM?

Gemini 3.1 Flash-Lite currently has 8 sourced benchmark scores on BenchLM.

### How many benchmarks does Ling 3.0 Flash cover on BenchLM?

Ling 3.0 Flash currently has 22 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Gemini 3.1 Flash-Lite vs Ling 3.0 Flash FP8](/compare/gemini-3-1-flash-lite-vs-ling-3-0-flash-fp8)
- [Ling 3.0 Flash vs Ling 3.0 Flash FP8](/compare/ling-3-0-flash-vs-ling-3-0-flash-fp8)
- [Gemini 3.1 Flash-Lite vs Ling 3.0 Flash Fin](/compare/gemini-3-1-flash-lite-vs-ling-3-0-flash-fin)
- [Ling 3.0 Flash vs Ling 3.0 Flash Fin](/compare/ling-3-0-flash-vs-ling-3-0-flash-fin)

## Explore More

- [Gemini 3.1 Flash-Lite profile](/models/gemini-3-1-flash-lite)
- [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)