# QwQ-32B vs Sarvam 30B

> Side-by-side benchmark comparison for QwQ-32B and Sarvam 30B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwq-32b-vs-sarvam-30b
- Last updated: October 14, 2026

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

## Quick Verdict

Evidence is too thin for a benchmark verdict: QwQ-32B and Sarvam 30B 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.
- QwQ-32B has the larger published context window at 131K.

## Model Snapshot

| Property | QwQ-32B | Sarvam 30B |
|----------|----------|----------|
| Creator | Alibaba | Sarvam |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 131K | 64K |
| Independent public score (not head-to-head) | null | 28.69 |
| Benchmarks Covered | 11 | 9 |
| Pricing (input/output) | N/A | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- QwQ-32B public-lane score: Coming soon
- Sarvam 30B public-lane score: Coming soon

| Benchmark | QwQ-32B | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| BFCL v3 | 66.4% | Coming soon | Coming soon |
| BrowseComp | Coming soon | 35.5% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- QwQ-32B public-lane score: Coming soon
- Sarvam 30B public-lane score: Coming soon

| Benchmark | QwQ-32B | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v5 | 62.7% | Coming soon | Coming soon |
| HumanEval | Coming soon | 92.1% | Coming soon |
| SWE-bench Verified | Coming soon | 34% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- QwQ-32B public-lane score: Coming soon
- Sarvam 30B public-lane score: 25.9 (Unranked · 3 rankable rows)

| Benchmark | QwQ-32B | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond | Coming soon | 66.5% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- QwQ-32B public-lane score: Coming soon
- Sarvam 30B public-lane score: 27.4 (Supported · #161/181)

| Benchmark | QwQ-32B | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Redux | 90% | Coming soon | Coming soon |
| GPQA | 65.6% | Coming soon | Coming soon |
| C-Eval | 88.4% | Coming soon | Coming soon |
| MMMLU | 80.9% | Coming soon | Coming soon |
| MMLU | Coming soon | 85.1% | Coming soon |
| MMLU-Pro | Coming soon | 80% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- QwQ-32B public-lane score: Coming soon
- Sarvam 30B public-lane score: Coming soon

| Benchmark | QwQ-32B | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| INCLUDE | 69.7% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- QwQ-32B public-lane score: Coming soon
- Sarvam 30B public-lane score: 28.8 (#123/128)

| Benchmark | QwQ-32B | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 83.9% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- QwQ-32B public-lane score: Coming soon
- Sarvam 30B public-lane score: Coming soon

| Benchmark | QwQ-32B | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | 98% | 97% | QwQ-32B |
| AIME 2024 | 79.5% | Coming soon | Coming soon |
| AIME 2025 | 69.5% | Coming soon | Coming soon |
| HMMT Feb 2025 | Coming soon | 73.3% | Coming soon |
| HMMT Nov 2025 | Coming soon | 74.2% | Coming soon |

## FAQ

### Is there enough evidence to pick between QwQ-32B and Sarvam 30B?

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

- [QwQ-32B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwq-32b)
- [Sarvam 30B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-sarvam-30b)
- [QwQ-32B vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-qwq-32b)
- [Sarvam 30B vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-sarvam-30b)

## Explore More

- [QwQ-32B profile](/models/qwq-32b)
- [Sarvam 30B profile](/models/sarvam-30b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)