# Ling 3.0 Flash Sante vs Qwen3 235B 2507 (Reasoning)

> Side-by-side benchmark comparison for Ling 3.0 Flash Sante and Qwen3 235B 2507 (Reasoning) across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ling-3-0-flash-sante-vs-qwen3-235b-2507-reasoning
- Last updated: October 20, 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 3.0 Flash Sante and Qwen3 235B 2507 (Reasoning).

## Summary

- Ling 3.0 Flash Sante and Qwen3 235B 2507 (Reasoning) 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 3.0 Flash Sante | Qwen3 235B 2507 (Reasoning) |
|----------|----------|----------|
| Creator | InclusionAI | Alibaba |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 128K |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 6 | 8 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Ling 3.0 Flash Sante public-lane score: Coming soon
- Qwen3 235B 2507 (Reasoning) public-lane score: Coming soon

| Benchmark | Ling 3.0 Flash Sante | Qwen3 235B 2507 (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| BrowseComp | 80.2% | Coming soon | Coming soon |
| DeepSearchQA | 90.8% | Coming soon | Coming soon |
| HLE w/ tools | 57.1% | Coming soon | Coming soon |
| MCP Atlas | 75.6% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Ling 3.0 Flash Sante public-lane score: Coming soon
- Qwen3 235B 2507 (Reasoning) public-lane score: Coming soon

| Benchmark | Ling 3.0 Flash Sante | Qwen3 235B 2507 (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | Coming soon | 74.1% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Ling 3.0 Flash Sante public-lane score: 73.4 (Unranked · 1 rankable row)
- Qwen3 235B 2507 (Reasoning) public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- Ling 3.0 Flash Sante public-lane score: Coming soon
- Qwen3 235B 2507 (Reasoning) public-lane score: Coming soon

| Benchmark | Ling 3.0 Flash Sante | Qwen3 235B 2507 (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| HealthBench Professional | 54.3% | Coming soon | Coming soon |
| MedXpertQA (Text) | 51.0% | Coming soon | Coming soon |
| GPQA | Coming soon | 81.1% | Coming soon |
| SuperGPQA | Coming soon | 64.9% | Coming soon |
| MMLU-Pro | Coming soon | 84.4% | Coming soon |
| HLE | Coming soon | 18.2% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- Ling 3.0 Flash Sante public-lane score: Coming soon
- Qwen3 235B 2507 (Reasoning) public-lane score: 83.8 (#12/17)

| Benchmark | Ling 3.0 Flash Sante | Qwen3 235B 2507 (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 81% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Ling 3.0 Flash Sante public-lane score: Coming soon
- Qwen3 235B 2507 (Reasoning) public-lane score: Coming soon

| Benchmark | Ling 3.0 Flash Sante | Qwen3 235B 2507 (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 87.8% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Ling 3.0 Flash Sante public-lane score: Coming soon
- Qwen3 235B 2507 (Reasoning) public-lane score: Coming soon

| Benchmark | Ling 3.0 Flash Sante | Qwen3 235B 2507 (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | Coming soon | 92.3% | Coming soon |

## FAQ

### Can I compare Ling 3.0 Flash Sante and Qwen3 235B 2507 (Reasoning) 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 3.0 Flash Sante vs Ling 3.0 Flash VL](/compare/ling-3-0-flash-sante-vs-ling-3-0-flash-vl)
- [Qwen3 235B 2507 (Reasoning) vs Ling 3.0 Flash VL](/compare/ling-3-0-flash-vl-vs-qwen3-235b-2507-reasoning)
- [Ling 3.0 Flash Sante vs Ling 3.0 Flash](/compare/ling-3-0-flash-vs-ling-3-0-flash-sante)
- [Qwen3 235B 2507 (Reasoning) vs Ling 3.0 Flash](/compare/ling-3-0-flash-vs-qwen3-235b-2507-reasoning)

## Explore More

- [Ling 3.0 Flash Sante profile](/models/ling-3-0-flash-sante)
- [Qwen3 235B 2507 (Reasoning) profile](/models/qwen3-235b-2507-reasoning)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)