# Ling 3.0 Flash Sante vs Sarvam 105B

> Side-by-side benchmark comparison for Ling 3.0 Flash Sante and Sarvam 105B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ling-3-0-flash-sante-vs-sarvam-105b
- Last updated: October 20, 2026

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

## Quick Verdict

Evidence is too thin for a benchmark verdict: Ling 3.0 Flash Sante and Sarvam 105B 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 3.0 Flash Sante has the larger published context window at 262K.

## Model Snapshot

| Property | Ling 3.0 Flash Sante | Sarvam 105B |
|----------|----------|----------|
| Creator | InclusionAI | Sarvam |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 128K |
| Independent public score (not head-to-head) | null | 31.63 |
| Benchmarks Covered | 6 | 10 |
| 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
- Sarvam 105B public-lane score: Coming soon

| Benchmark | Ling 3.0 Flash Sante | Sarvam 105B | Winner |
|-----------|-----------|-----------|--------|
| BrowseComp | 80.2% | 49.5% | Ling 3.0 Flash Sante |
| 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
- Sarvam 105B public-lane score: Coming soon

| Benchmark | Ling 3.0 Flash Sante | Sarvam 105B | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | Coming soon | 45% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Ling 3.0 Flash Sante public-lane score: 73.4 (Unranked · 1 rankable row)
- Sarvam 105B public-lane score: 25 (Unranked · 3 rankable rows)

| Benchmark | Ling 3.0 Flash Sante | Sarvam 105B | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond | Coming soon | 78.7% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Ling 3.0 Flash Sante public-lane score: Coming soon
- Sarvam 105B public-lane score: 32.5 (Supported · #146/187)

| Benchmark | Ling 3.0 Flash Sante | Sarvam 105B | Winner |
|-----------|-----------|-----------|--------|
| HealthBench Professional | 54.3% | Coming soon | Coming soon |
| MedXpertQA (Text) | 51.0% | Coming soon | Coming soon |
| MMLU | Coming soon | 90.6% | Coming soon |
| MMLU-Pro | Coming soon | 81.7% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Ling 3.0 Flash Sante public-lane score: Coming soon
- Sarvam 105B public-lane score: 39.1 (#123/152)

| Benchmark | Ling 3.0 Flash Sante | Sarvam 105B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 84.8% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Ling 3.0 Flash Sante public-lane score: Coming soon
- Sarvam 105B public-lane score: Coming soon

| Benchmark | Ling 3.0 Flash Sante | Sarvam 105B | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | Coming soon | 98.6% | Coming soon |
| AIME 2025 | Coming soon | 88.3% | Coming soon |
| HMMT Feb 2025 | Coming soon | 85.8% | Coming soon |
| HMMT Nov 2025 | Coming soon | 85.8% | Coming soon |

## FAQ

### Is there enough evidence to pick between Ling 3.0 Flash Sante and Sarvam 105B?

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 3.0 Flash Sante vs Ling 3.0 Flash VL](/compare/ling-3-0-flash-sante-vs-ling-3-0-flash-vl)
- [Sarvam 105B vs Ling 3.0 Flash VL](/compare/ling-3-0-flash-vl-vs-sarvam-105b)
- [Ling 3.0 Flash Sante vs Ling 3.0 Flash](/compare/ling-3-0-flash-vs-ling-3-0-flash-sante)
- [Sarvam 105B vs Ling 3.0 Flash](/compare/ling-3-0-flash-vs-sarvam-105b)

## Explore More

- [Ling 3.0 Flash Sante profile](/models/ling-3-0-flash-sante)
- [Sarvam 105B profile](/models/sarvam-105b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)