# Qwen3.6 Plus vs Sarvam 30B

> Side-by-side benchmark comparison for Qwen3.6 Plus and Sarvam 30B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-6-plus-vs-sarvam-30b
- Last updated: November 13, 2026

- Shared sourced benchmarks: 4
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Qwen3.6 Plus leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- Qwen3.6 Plus has the higher overall point estimate 53.41 to 21.95. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in instruction following, where the averages are 85.8 for Qwen3.6 Plus and 28.8 for Sarvam 30B.
- The biggest single benchmark swing is SWE-bench Verified in Coding, with scores of 78.8% and 34%.
- Sarvam 30B is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- Qwen3.6 Plus also has the larger context window at 1M.

## Model Snapshot

| Property | Qwen3.6 Plus | Sarvam 30B |
|----------|----------|----------|
| Creator | Alibaba | Sarvam |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 64K |
| Overall Score | 53.41 | 21.95 |
| Benchmarks Covered | 49 | 9 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Qwen3.6 Plus public-lane score: 34.3 (Supported · #87/135)
- Sarvam 30B public-lane score: Coming soon

| Benchmark | Qwen3.6 Plus | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 61.6% | Coming soon | Coming soon |
| Claw-Eval | 58.8% | Coming soon | Coming soon |
| QwenClawBench | 57.2% | Coming soon | Coming soon |
| τ³-bench results | 70.7% | Coming soon | Coming soon |
| VITA-Bench | 44.3% | Coming soon | Coming soon |
| DeepPlanning | 41.5% | Coming soon | Coming soon |
| Toolathlon | 39.8% | Coming soon | Coming soon |
| MCP Atlas | 48.2% | Coming soon | Coming soon |
| MCP-Tasks | 74.1% | Coming soon | Coming soon |
| WideResearch | 74.3% | Coming soon | Coming soon |
| Gert Labs | 50.60% | Coming soon | Coming soon |
| ResearchClawBench | 18.0% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 53.2% | Coming soon | Coming soon |
| BrowseComp | Coming soon | 35.5% | Coming soon |

### Coding

- Winner: Not comparable
- Qwen3.6 Plus public-lane score: 39.8 (Supported · #72/162)
- Sarvam 30B public-lane score: Coming soon

| Benchmark | Qwen3.6 Plus | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 78.8% | 34% | Qwen3.6 Plus |
| SWE-bench Pro | 56.6% | Coming soon | Coming soon |
| SWE Multilingual | 73.8% | Coming soon | Coming soon |
| LiveCodeBench v6 | 87.1% | Coming soon | Coming soon |
| NL2Repo | 37.9% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | 61.6% | Coming soon | Coming soon |
| Vibe Code Bench | 25.56% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 86.0% | Coming soon | Coming soon |
| SWE-bench (Vals) | 73.4% | Coming soon | Coming soon |
| HumanEval | Coming soon | 92.1% | Coming soon |

### Reasoning

- Winner: Directional only
- Qwen3.6 Plus public-lane score: 35.6 (Supported · #98/160)
- Sarvam 30B public-lane score: 19.9 (Estimated · #153/160)

| Benchmark | Qwen3.6 Plus | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| AI-Needle | 68.3% | Coming soon | Coming soon |
| LongBench v2 | 62% | Coming soon | Coming soon |
| GPQA Diamond | Coming soon | 66.5% | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- Qwen3.6 Plus public-lane score: 55.2 (Estimated · #46/67)
- Sarvam 30B public-lane score: Coming soon

| Benchmark | Qwen3.6 Plus | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| MMMU | 86.0% | Coming soon | Coming soon |
| MMMU-Pro | 78.8% | Coming soon | Coming soon |
| MathVision | 88.0% | Coming soon | Coming soon |
| VideoMMMU | 84.0% | Coming soon | Coming soon |
| ScreenSpot Pro | 68.2% | Coming soon | Coming soon |
| CharXiv | 81.5% | Coming soon | Coming soon |
| V* | 96.9% | Coming soon | Coming soon |

### Knowledge

- Winner: Qwen3.6 Plus
- Qwen3.6 Plus public-lane score: 53.1 (Supported · #66/180)
- Sarvam 30B public-lane score: 26.4 (Supported · #157/180)

| Benchmark | Qwen3.6 Plus | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 90.4% | Coming soon | Coming soon |
| SuperGPQA | 71.6% | Coming soon | Coming soon |
| MMLU-Pro | 88.5% | 80% | Qwen3.6 Plus |
| MMLU-Redux | 94.5% | Coming soon | Coming soon |
| C-Eval | 93.3% | Coming soon | Coming soon |
| HLE | 28.8% | Coming soon | Coming soon |
| GPQA Diamond (Vals) | 87.4% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 87.7% | Coming soon | Coming soon |
| MMLU | Coming soon | 85.1% | Coming soon |

### Multilingual

- Winner: Not comparable
- Qwen3.6 Plus public-lane score: 93.8 (#4/17)
- Sarvam 30B public-lane score: Coming soon

| Benchmark | Qwen3.6 Plus | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | 84.7% | Coming soon | Coming soon |
| NOVA-63 | 57.9% | Coming soon | Coming soon |

### Instruction Following

- Winner: Directional only
- Qwen3.6 Plus public-lane score: 85.8 (#50/157)
- Sarvam 30B public-lane score: 28.8 (#148/157)

| Benchmark | Qwen3.6 Plus | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 94.3% | Coming soon | Coming soon |
| IFBench | 75.8% | Coming soon | Coming soon |

### Mathematics

- Winner: Not comparable
- Qwen3.6 Plus public-lane score: 62.3 (#6/12)
- Sarvam 30B public-lane score: Coming soon

| Benchmark | Qwen3.6 Plus | Sarvam 30B | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | 95.3% | Coming soon | Coming soon |
| HMMT Feb 2025 | 96.7% | 73.3% | Qwen3.6 Plus |
| HMMT Nov 2025 | 94.6% | 74.2% | Qwen3.6 Plus |
| HMMT Feb 2026 | 87.8% | Coming soon | Coming soon |
| MMAnswerBench | 83.8% | Coming soon | Coming soon |
| FrontierMath v2 (Tiers 1-3) | 38.246% | Coming soon | Coming soon |
| MATH-500 | Coming soon | 97% | Coming soon |

## FAQ

### Which is better overall, Qwen3.6 Plus or Sarvam 30B?

Qwen3.6 Plus has the higher overall point estimate. Conditional score ranges do not establish rank confidence.

### Where is the biggest gap between Qwen3.6 Plus and Sarvam 30B?

The widest category gap is in instruction following, where the averages are 85.8 for Qwen3.6 Plus and 28.8 for Sarvam 30B.

### How many benchmarks does Qwen3.6 Plus cover on BenchLM?

Qwen3.6 Plus currently has 49 sourced benchmark scores on BenchLM.

### How many benchmarks does Sarvam 30B cover on BenchLM?

Sarvam 30B currently has 9 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Qwen3.6 Plus vs Claude Fable 5.2](/compare/claude-fable-5-2-vs-qwen3-6-plus)
- [Sarvam 30B vs Claude Fable 5.2](/compare/claude-fable-5-2-vs-sarvam-30b)
- [Qwen3.6 Plus vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-qwen3-6-plus)
- [Sarvam 30B vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-sarvam-30b)

## Explore More

- [Qwen3.6 Plus profile](/models/qwen3-6-plus)
- [Sarvam 30B profile](/models/sarvam-30b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)