# Ling 3.1 Flash vs o1-mini

> Side-by-side benchmark comparison for Ling 3.1 Flash and o1-mini across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ling-3-1-flash-vs-o1-mini
- Last updated: October 14, 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 Ling 3.1 Flash and o1-mini.

## Summary

- Ling 3.1 Flash and o1-mini 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 | Ling 3.1 Flash | o1-mini |
|----------|----------|----------|
| Creator | InclusionAI | OpenAI |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 128K |
| Independent public score (not head-to-head) | 60.4 | null |
| Benchmarks Covered | 8 | 7 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $1.10 / $4.40 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Ling 3.1 Flash public-lane score: Coming soon
- o1-mini public-lane score: Coming soon

| Benchmark | Ling 3.1 Flash | o1-mini | Winner |
|-----------|-----------|-----------|--------|
| skillsBench | 68.7% | Coming soon | Coming soon |
| AutomationBench | 52.5% | Coming soon | Coming soon |
| CyberGym | 87.9% | Coming soon | Coming soon |
| Finance Agent v2 | 57.9% | Coming soon | Coming soon |
| DRACO | 85.5% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Ling 3.1 Flash public-lane score: Coming soon
- o1-mini public-lane score: Coming soon

| Benchmark | Ling 3.1 Flash | o1-mini | Winner |
|-----------|-----------|-----------|--------|
| terminalBench4 | 40.4% | Coming soon | Coming soon |
| SWE-Atlas Codebase QnA | 55.9% | Coming soon | Coming soon |
| HumanEval | Coming soon | 92.4% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Ling 3.1 Flash public-lane score: 82.9 (Unranked · 2 rankable rows)
- o1-mini public-lane score: Coming soon

| Benchmark | Ling 3.1 Flash | o1-mini | Winner |
|-----------|-----------|-----------|--------|
| DROP | Coming soon | 83.9% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Ling 3.1 Flash public-lane score: 63.6 (Estimated · #40/181)
- o1-mini public-lane score: Coming soon

| Benchmark | Ling 3.1 Flash | o1-mini | Winner |
|-----------|-----------|-----------|--------|
| HealthBench Professional | 65.3% | Coming soon | Coming soon |
| MMLU | Coming soon | 85.2% | Coming soon |
| GPQA | Coming soon | 60% | Coming soon |
| SimpleQA | Coming soon | 7.6% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- Ling 3.1 Flash public-lane score: Coming soon
- o1-mini public-lane score: Coming soon

| Benchmark | Ling 3.1 Flash | o1-mini | Winner |
|-----------|-----------|-----------|--------|
| MGSM | Coming soon | 89.9% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Ling 3.1 Flash public-lane score: Coming soon
- o1-mini public-lane score: Coming soon

| Benchmark | Ling 3.1 Flash | o1-mini | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | Coming soon | 90% | Coming soon |

## FAQ

### Can I compare Ling 3.1 Flash and o1-mini 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

- [Ling 3.1 Flash vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-ling-3-1-flash)
- [o1-mini vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-o1-mini)
- [Ling 3.1 Flash vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-ling-3-1-flash)
- [o1-mini vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-o1-mini)

## Explore More

- [Ling 3.1 Flash profile](/models/ling-3-1-flash)
- [o1-mini profile](/models/o1-mini)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)