Model comparison
Qwen3.5-122B-A10B vs Soofi S 30B-A3B
Head-to-head evidence from 2 shared benchmark results across 1 category. Overall scores shown here use BenchLM's provisional ranking lane.
Verified leaderboard positions: Qwen3.5-122B-A10B #22; Soofi S 30B-A3B unranked
Evidence parity. Qwen3.5-122B-A10B and Soofi S 30B-A3B share 2 comparable benchmark results. 1 of 8 categories are comparable. 30 results are unique to Qwen3.5-122B-A10B; 6 to Soofi S 30B-A3B.
Updated July 15, 2026- Shared results
- 2
- Qwen3.5-122B-A10B only
- 30
- Soofi S 30B-A3B only
- 6
- Comparable categories
- 1 / 8
Pick Qwen3.5-122B-A10B if you want the stronger benchmark profile. Soofi S 30B-A3B only becomes the better choice if you need the larger 1M context window or you would rather avoid the extra latency and token burn of a reasoning model.
Confidence note. This is a partial-evidence comparison with 2 shared benchmark results across 1 evidence category; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
Qwen3.5-122B-A10B is clearly ahead on the provisional aggregate, 59 to 45. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Qwen3.5-122B-A10B's sharpest advantage is in knowledge, where it averages 83.6 against 49.9. The single biggest benchmark swing on the page is GPQA, 86.6% to 43.4%.
Qwen3.5-122B-A10B is the reasoning model in the pair, while Soofi S 30B-A3B is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Soofi S 30B-A3B gives you the larger context window at 1M, compared with 262K for Qwen3.5-122B-A10B.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
| Category | Qwen3.5-122B-A10B | Δ | Soofi S 30B-A3B |
|---|---|---|---|
| Knowledge | Qwen3.5-122B-A10B83.6 | Margin← 33.7 | Soofi S 30B-A3B49.9 |
| Agentic | Qwen3.5-122B-A10B56.4 | MarginNo overlap | Soofi S 30B-A3BNot measured |
| Coding | Qwen3.5-122B-A10B72.0 | MarginNo overlap | Soofi S 30B-A3BNot measured |
| Reasoning | Qwen3.5-122B-A10B60.2 | MarginNo overlap | Soofi S 30B-A3BNot measured |
| Multilingual | Qwen3.5-122B-A10B82.2 | MarginNo overlap | Soofi S 30B-A3BNot measured |
| Multimodal | Qwen3.5-122B-A10B77.2 | MarginNo overlap | Soofi S 30B-A3BNot measured |
| Inst. Following | Qwen3.5-122B-A10B93.4 | MarginNo overlap | Soofi S 30B-A3BNot measured |
Decisive benchmark drivers
The largest measured benchmark gaps in this matchup, with exact reported values.
More
- Source ↗
GPQA
KnowledgeA 86.6%B 43.4%Winner: Qwen3.5-122B-A10BΔ 43.2GPQA: Qwen3.5-122B-A10B scored 86.6%; Soofi S 30B-A3B scored 43.4%. Qwen3.5-122B-A10B wins this benchmark. - Source ↗
MMLU-Pro
KnowledgeA 86.7%B 51.4%Winner: Qwen3.5-122B-A10BΔ 35.3MMLU-Pro: Qwen3.5-122B-A10B scored 86.7%; Soofi S 30B-A3B scored 51.4%. Qwen3.5-122B-A10B wins this benchmark.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Qwen3.5-122B-A10B | Soofi S 30B-A3B | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Qwen3.5-122B-A10B$0 input / $0 output | Soofi S 30B-A3B$0 input / $0 output | Listed prices are equal. |
| Generation speedtokens per second | Qwen3.5-122B-A10BNot available | Soofi S 30B-A3BNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Qwen3.5-122B-A10BNot available | Soofi S 30B-A3BNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Qwen3.5-122B-A10B262K | Soofi S 30B-A3B1M | Soofi S 30B-A3B lists the larger context window. |
Benchmark Deep Dive
Agentic7 benchmarks
| Benchmark | Qwen3.5-122B-A10B | Soofi S 30B-A3B | Result |
|---|---|---|---|
| Terminal-Bench 2.0Source | 49.4% | — | Not comparable |
| BrowseCompSource | 63.8% | — | Not comparable |
| OSWorld-VerifiedSource | 58% | — | Not comparable |
| τ²-bench resultsSource | 93.6% | — | Not comparable |
| AA Agentic IndexSource | 20.7% | — | Not comparable |
| GDPval-AASource | 23.9% | — | Not comparable |
| GDPval-AASource | 978 | — | Not comparable |
Coding5 benchmarks
Reasoning5 benchmarks
KnowledgeQwen3.5-122B-A10B wins11 benchmarks
| Benchmark | Qwen3.5-122B-A10B | Soofi S 30B-A3B | Result |
|---|---|---|---|
| MMLU-ProSource | 86.7% | 51.4% | Qwen3.5-122B-A10B leads |
| SuperGPQASource | 67.1% | — | Not comparable |
| GPQASource | 86.6% | 43.4% | Qwen3.5-122B-A10B leads |
| Artificial Analysis Intelligence IndexSource | 32.3% | — | Not comparable |
| AA-GPQA DiamondSource | 85.7% | — | Not comparable |
| AA-HLESource | 23.4% | — | Not comparable |
| AA-Omniscience IndexSource | -39.6% | — | Not comparable |
| AA-Omniscience AccuracySource | 24.7% | — | Not comparable |
| AA-Omniscience Hallucination RateSource | 85.5% | — | Not comparable |
| GPQA-DSource | — | 43.4% | Not comparable |
| AGIEvalSource | — | 66.9% | Not comparable |
Math1 benchmarks
| Benchmark | Qwen3.5-122B-A10B | Soofi S 30B-A3B | Result |
|---|---|---|---|
| GSM8KSource | — | 86.1% | Not comparable |
Multilingual1 benchmarks
| Benchmark | Qwen3.5-122B-A10B | Soofi S 30B-A3B | Result |
|---|---|---|---|
| MMLU-ProXSource | 82.2% | — | Not comparable |
Multimodal6 benchmarks
Frequently Asked Questions (2)
Which is better, Qwen3.5-122B-A10B or Soofi S 30B-A3B?
Qwen3.5-122B-A10B is ahead on BenchLM's provisional leaderboard, 59 to 45. The biggest single separator in this matchup is GPQA, where the scores are 86.6% and 43.4%.
Which is better for knowledge tasks, Qwen3.5-122B-A10B or Soofi S 30B-A3B?
Qwen3.5-122B-A10B has the edge for knowledge tasks in this comparison, averaging 83.6 versus 49.9. Inside this category, GPQA is the benchmark that creates the most daylight between them.
Related Comparisons
Explore More
The AI models change fast. We track them for you.
A weekly brief for engineers and researchers covering new models, ranking shifts, and pricing changes.
Free. No spam. Unsubscribe anytime.