# Ling 3.1 Flash vs Mistral Large 4

> Side-by-side benchmark comparison for Ling 3.1 Flash and Mistral Large 4 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ling-3-1-flash-vs-mistral-large-4
- Last updated: October 6, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Ling 3.1 Flash and Mistral Large 4 share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Ling 3.1 Flash has the lower published output-token price.
- Mistral Large 4 has the larger published context window at 1M.

## Model Snapshot

| Property | Ling 3.1 Flash | Mistral Large 4 |
|----------|----------|----------|
| Creator | InclusionAI | Mistral |
| Type | Proprietary | Pending |
| Reasoning | Reasoning | Hybrid |
| Context | 262K | 1M |
| Independent public score (not head-to-head) | 61.94 | 53.69 |
| Benchmarks Covered | 8 | 3 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.68 / $2.09 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Ling 3.1 Flash public-lane score: Coming soon
- Mistral Large 4 public-lane score: Coming soon

| Benchmark | Ling 3.1 Flash | Mistral Large 4 | 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% | 54.7% | Ling 3.1 Flash |
| DRACO | 85.5% | Coming soon | Coming soon |
| Cybench | Coming soon | 93.0% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Ling 3.1 Flash public-lane score: Coming soon
- Mistral Large 4 public-lane score: Coming soon

| Benchmark | Ling 3.1 Flash | Mistral Large 4 | Winner |
|-----------|-----------|-----------|--------|
| terminalBench4 | 40.4% | Coming soon | Coming soon |
| SWE-Atlas Codebase QnA | 55.9% | Coming soon | Coming soon |
| Vibe Code Bench | Coming soon | 78.40% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Ling 3.1 Flash public-lane score: 79.4 (Unranked · 2 rankable rows)
- Mistral Large 4 public-lane score: 78.2 (Unranked · 2 rankable rows)

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Ling 3.1 Flash public-lane score: Coming soon
- Mistral Large 4 public-lane score: 73.6 (Unranked · 1 rankable row)

### Knowledge

- Winner: Insufficient shared evidence
- Ling 3.1 Flash public-lane score: 63.2 (Estimated · #36/173)
- Mistral Large 4 public-lane score: 55.1 (Supported · #51/173)

| Benchmark | Ling 3.1 Flash | Mistral Large 4 | Winner |
|-----------|-----------|-----------|--------|
| HealthBench Professional | 65.3% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between Ling 3.1 Flash and Mistral Large 4?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Ling 3.1 Flash vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-ling-3-1-flash)
- [Mistral Large 4 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-mistral-large-4)
- [Ling 3.1 Flash vs GPT-6 Astra](/compare/gpt-6-astra-vs-ling-3-1-flash)
- [Mistral Large 4 vs GPT-6 Astra](/compare/gpt-6-astra-vs-mistral-large-4)

## Explore More

- [Ling 3.1 Flash profile](/models/ling-3-1-flash)
- [Mistral Large 4 profile](/models/mistral-large-4)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)