# DeepSeek V3.2 vs Ling 3.0 Flash Sante

> Side-by-side benchmark comparison for DeepSeek V3.2 and Ling 3.0 Flash Sante across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/deepseek-v3-2-vs-ling-3-0-flash-sante
- 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 DeepSeek V3.2 and Ling 3.0 Flash Sante.

## Summary

- DeepSeek V3.2 and Ling 3.0 Flash Sante 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 | DeepSeek V3.2 | Ling 3.0 Flash Sante |
|----------|----------|----------|
| Creator | DeepSeek | InclusionAI |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 128K | 262K |
| Independent public score (not head-to-head) | 50.17 | null |
| Benchmarks Covered | 5 | 6 |
| Pricing (input/output) | $0.28 / $0.42 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- DeepSeek V3.2 public-lane score: Coming soon
- Ling 3.0 Flash Sante public-lane score: Coming soon

| Benchmark | DeepSeek V3.2 | Ling 3.0 Flash Sante | Winner |
|-----------|-----------|-----------|--------|
| Claw-Eval | 40.2% | Coming soon | Coming soon |
| VITA-Bench | 18.5% | Coming soon | Coming soon |
| Gert Labs | 29.57% | Coming soon | Coming soon |
| BrowseComp | Coming soon | 80.2% | Coming soon |
| DeepSearchQA | Coming soon | 90.8% | Coming soon |
| HLE w/ tools | Coming soon | 57.1% | Coming soon |
| MCP Atlas | Coming soon | 75.6% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- DeepSeek V3.2 public-lane score: 28.5 (Estimated · #102/153)
- Ling 3.0 Flash Sante public-lane score: Coming soon

| Benchmark | DeepSeek V3.2 | Ling 3.0 Flash Sante | Winner |
|-----------|-----------|-----------|--------|
| SWE-Rebench | 60.9% | Coming soon | Coming soon |
| React Native Evals | 71.5% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- DeepSeek V3.2 public-lane score: 56.4 (Unranked · 2 rankable rows)
- Ling 3.0 Flash Sante public-lane score: 73.4 (Unranked · 1 rankable row)

### Knowledge

- Winner: Insufficient shared evidence
- DeepSeek V3.2 public-lane score: 42.1 (Estimated · #112/187)
- Ling 3.0 Flash Sante public-lane score: Coming soon

| Benchmark | DeepSeek V3.2 | Ling 3.0 Flash Sante | Winner |
|-----------|-----------|-----------|--------|
| HealthBench Professional | Coming soon | 54.3% | Coming soon |
| MedXpertQA (Text) | Coming soon | 51.0% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- DeepSeek V3.2 public-lane score: 58.2 (#85/152)
- Ling 3.0 Flash Sante public-lane score: Coming soon

## FAQ

### Can I compare DeepSeek V3.2 and Ling 3.0 Flash Sante 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

- [DeepSeek V3.2 vs DeepSeek V3.2 (Thinking)](/compare/deepseek-v3-2-vs-deepseek-v3-2-thinking)
- [Ling 3.0 Flash Sante vs DeepSeek V3.2 (Thinking)](/compare/deepseek-v3-2-thinking-vs-ling-3-0-flash-sante)
- [DeepSeek V3.2 vs Ling 3.0 Flash VL](/compare/deepseek-v3-2-vs-ling-3-0-flash-vl)
- [Ling 3.0 Flash Sante vs Ling 3.0 Flash VL](/compare/ling-3-0-flash-sante-vs-ling-3-0-flash-vl)

## Explore More

- [DeepSeek V3.2 profile](/models/deepseek-v3-2)
- [Ling 3.0 Flash Sante profile](/models/ling-3-0-flash-sante)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)