# Qwen3.5-122B-A10B vs Sarvam 105B

> Side-by-side benchmark comparison for Qwen3.5-122B-A10B and Sarvam 105B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-5-122b-a10b-vs-sarvam-105b
- Last updated: November 11, 2026

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

## Quick Verdict

Qwen3.5-122B-A10B leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- Qwen3.5-122B-A10B has the higher overall point estimate 52.64 to 30.52. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in instruction following, where the averages are 93 for Qwen3.5-122B-A10B and 39.1 for Sarvam 105B.
- The biggest single benchmark swing is SWE-bench Verified in Coding, with scores of 72% and 45%.
- Qwen3.5-122B-A10B also has the larger context window at 262K.

## Model Snapshot

| Property | Qwen3.5-122B-A10B | Sarvam 105B |
|----------|----------|----------|
| Creator | Alibaba | Sarvam |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 128K |
| Overall Score | 52.64 | 30.52 |
| Benchmarks Covered | 18 | 10 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Qwen3.5-122B-A10B public-lane score: 33.4 (Estimated · #95/132)
- Sarvam 105B public-lane score: Coming soon

| Benchmark | Qwen3.5-122B-A10B | Sarvam 105B | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 49.4% | Coming soon | Coming soon |
| BrowseComp | 63.8% | 49.5% | Qwen3.5-122B-A10B |
| OSWorld-Verified | 58% | Coming soon | Coming soon |

### Coding

- Winner: Not comparable
- Qwen3.5-122B-A10B public-lane score: 35.4 (Supported · #87/158)
- Sarvam 105B public-lane score: Coming soon

| Benchmark | Qwen3.5-122B-A10B | Sarvam 105B | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 72% | 45% | Qwen3.5-122B-A10B |
| LiveCodeBench v6 | 78.9% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | 49.4% | Coming soon | Coming soon |

### Reasoning

- Winner: Directional only
- Qwen3.5-122B-A10B public-lane score: 40.2 (Supported · #81/158)
- Sarvam 105B public-lane score: 27.3 (Estimated · #129/158)

| Benchmark | Qwen3.5-122B-A10B | Sarvam 105B | Winner |
|-----------|-----------|-----------|--------|
| LongBench v2 | 60.2% | Coming soon | Coming soon |
| GPQA Diamond | Coming soon | 78.7% | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- Qwen3.5-122B-A10B public-lane score: 51.4 (Estimated · #52/67)
- Sarvam 105B public-lane score: Coming soon

| Benchmark | Qwen3.5-122B-A10B | Sarvam 105B | Winner |
|-----------|-----------|-----------|--------|
| MMMU | 83.9% | Coming soon | Coming soon |
| MMVU | 74.7% | Coming soon | Coming soon |
| MMMU-Pro | 76.9% | Coming soon | Coming soon |
| MathVision | 86.2% | Coming soon | Coming soon |
| CharXiv | 77.2% | Coming soon | Coming soon |
| V* | 93.2% | Coming soon | Coming soon |

### Knowledge

- Winner: Directional only
- Qwen3.5-122B-A10B public-lane score: 48 (Estimated · #89/179)
- Sarvam 105B public-lane score: 33.7 (Supported · #141/179)

| Benchmark | Qwen3.5-122B-A10B | Sarvam 105B | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | 86.7% | 81.7% | Qwen3.5-122B-A10B |
| SuperGPQA | 67.1% | Coming soon | Coming soon |
| GPQA | 86.6% | Coming soon | Coming soon |
| MMLU | Coming soon | 90.6% | Coming soon |

### Multilingual

- Winner: Not comparable
- Qwen3.5-122B-A10B public-lane score: 87.1 (#9/17)
- Sarvam 105B public-lane score: Coming soon

| Benchmark | Qwen3.5-122B-A10B | Sarvam 105B | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | 82.2% | Coming soon | Coming soon |

### Instruction Following

- Winner: Directional only
- Qwen3.5-122B-A10B public-lane score: 93 (#13/157)
- Sarvam 105B public-lane score: 39.1 (#127/157)

| Benchmark | Qwen3.5-122B-A10B | Sarvam 105B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 93.4% | 84.8% | Qwen3.5-122B-A10B |

### Mathematics

- Winner: Not comparable
- Qwen3.5-122B-A10B public-lane score: Coming soon
- Sarvam 105B public-lane score: Coming soon

| Benchmark | Qwen3.5-122B-A10B | 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

### Which is better overall, Qwen3.5-122B-A10B or Sarvam 105B?

Qwen3.5-122B-A10B has the higher overall point estimate. Conditional score ranges do not establish rank confidence.

### Where is the biggest gap between Qwen3.5-122B-A10B and Sarvam 105B?

The widest category gap is in instruction following, where the averages are 93 for Qwen3.5-122B-A10B and 39.1 for Sarvam 105B.

### How many benchmarks does Qwen3.5-122B-A10B cover on BenchLM?

Qwen3.5-122B-A10B currently has 18 sourced benchmark scores on BenchLM.

### How many benchmarks does Sarvam 105B cover on BenchLM?

Sarvam 105B currently has 10 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Qwen3.5-122B-A10B vs Claude Fable 5.2](/compare/claude-fable-5-2-vs-qwen3-5-122b-a10b)
- [Sarvam 105B vs Claude Fable 5.2](/compare/claude-fable-5-2-vs-sarvam-105b)
- [Qwen3.5-122B-A10B vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-qwen3-5-122b-a10b)
- [Sarvam 105B vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-sarvam-105b)

## Explore More

- [Qwen3.5-122B-A10B profile](/models/qwen3-5-122b-a10b)
- [Sarvam 105B profile](/models/sarvam-105b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)