# Nemotron 3.5 Super VL 120B A12B vs Sarvam 30B > Side-by-side benchmark comparison for Nemotron 3.5 Super VL 120B A12B and Sarvam 30B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks. - Canonical page: https://benchlm.ai/compare/nemotron-3-5-super-vl-120b-a12b-vs-sarvam-30b - Last updated: October 15, 2026 - Shared sourced benchmarks: 2 - HTML indexing: indexable - Ranking lane: BenchAlign v5.8 ## Quick Verdict Evidence is too thin for a benchmark verdict: Nemotron 3.5 Super VL 120B A12B and Sarvam 30B share only 2 sourced benchmark rows. ## Summary - Only 2 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner. - Sarvam 30B has the lower published output-token price. - Nemotron 3.5 Super VL 120B A12B has the larger published context window at 1M. ## Model Snapshot | Property | Nemotron 3.5 Super VL 120B A12B | Sarvam 30B | |----------|----------|----------| | Creator | NVIDIA | Sarvam | | Type | Open Weight | Open Weight | | Reasoning | Reasoning | Reasoning | | Context | 1M | 64K | | Independent public score (not head-to-head) | 49.51 | 28.64 | | Benchmarks Covered | 19 | 9 | | Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.00 / $0.00 | ## Category Breakdown ### Agentic - Winner: Insufficient shared evidence - Nemotron 3.5 Super VL 120B A12B public-lane score: 44.2 (Estimated · #61/127) - Sarvam 30B public-lane score: Coming soon | Benchmark | Nemotron 3.5 Super VL 120B A12B | Sarvam 30B | Winner | |-----------|-----------|-----------|--------| | Terminal-Bench 2.1 | 66.7% | Coming soon | Coming soon | | τ²-bench Airline | 76.5% | Coming soon | Coming soon | | τ³-bench results | 18.9% | Coming soon | Coming soon | | BrowseComp | 78% | 35.5% | Nemotron 3.5 Super VL 120B A12B | ### Coding - Winner: Insufficient shared evidence - Nemotron 3.5 Super VL 120B A12B public-lane score: Coming soon - Sarvam 30B public-lane score: Coming soon | Benchmark | Nemotron 3.5 Super VL 120B A12B | Sarvam 30B | Winner | |-----------|-----------|-----------|--------| | LiveCodeBench v6 | 88.2% | Coming soon | Coming soon | | SWE-bench Verified | 71.1% | 34% | Nemotron 3.5 Super VL 120B A12B | | SWE Multilingual | 67.7% | Coming soon | Coming soon | | SWE-bench Pro | 51.8% | Coming soon | Coming soon | | HumanEval | Coming soon | 92.1% | Coming soon | ### Reasoning - Winner: Insufficient shared evidence - Nemotron 3.5 Super VL 120B A12B public-lane score: 73 (Unranked · 2 rankable rows) - Sarvam 30B public-lane score: 25.9 (Unranked · 3 rankable rows) | Benchmark | Nemotron 3.5 Super VL 120B A12B | Sarvam 30B | Winner | |-----------|-----------|-----------|--------| | CritPt | 10.9% | Coming soon | Coming soon | | GPQA Diamond | Coming soon | 66.5% | Coming soon | ### Multimodal & Grounded - Winner: Insufficient shared evidence - Nemotron 3.5 Super VL 120B A12B public-lane score: 62 (Unranked · 5 rankable rows) - Sarvam 30B public-lane score: Coming soon | Benchmark | Nemotron 3.5 Super VL 120B A12B | Sarvam 30B | Winner | |-----------|-----------|-----------|--------| | BabyVision | 29.6% | Coming soon | Coming soon | | MMLongBench-Doc | 62.8% | Coming soon | Coming soon | | V* | 85.6% | Coming soon | Coming soon | | MathVision | 78.2% | Coming soon | Coming soon | | CharXiv | 80.8% | Coming soon | Coming soon | ### Knowledge - Winner: Insufficient shared evidence - Nemotron 3.5 Super VL 120B A12B public-lane score: 51.8 (Estimated · #73/184) - Sarvam 30B public-lane score: 27.4 (Supported · #165/184) | Benchmark | Nemotron 3.5 Super VL 120B A12B | Sarvam 30B | Winner | |-----------|-----------|-----------|--------| | GPQA-D | 89.5% | Coming soon | Coming soon | | HLE w/o tools | 31.8% | Coming soon | Coming soon | | HLE | 29.2% | Coming soon | Coming soon | | MMLU | Coming soon | 85.1% | Coming soon | | MMLU-Pro | Coming soon | 80% | Coming soon | ### Instruction Following - Winner: Insufficient shared evidence - Nemotron 3.5 Super VL 120B A12B public-lane score: 66.6 (#72/146) - Sarvam 30B public-lane score: 28.8 (#138/146) | Benchmark | Nemotron 3.5 Super VL 120B A12B | Sarvam 30B | Winner | |-----------|-----------|-----------|--------| | IFBench | 70.9% | Coming soon | Coming soon | ### Mathematics - Winner: Insufficient shared evidence - Nemotron 3.5 Super VL 120B A12B public-lane score: Coming soon - Sarvam 30B public-lane score: Coming soon | Benchmark | Nemotron 3.5 Super VL 120B A12B | Sarvam 30B | Winner | |-----------|-----------|-----------|--------| | Apex Shortlist | 88.4% | Coming soon | Coming soon | | MATH-500 | Coming soon | 97% | 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 Nemotron 3.5 Super VL 120B A12B and Sarvam 30B? Not yet. The models share only 2 sourced benchmark rows, 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 - [Nemotron 3.5 Super VL 120B A12B vs Nemotron 3.5 Super VL 120B A12B NVFP4](/compare/nemotron-3-5-super-vl-120b-a12b-vs-nemotron-3-5-super-vl-120b-a12b-nvfp4) - [Sarvam 30B vs Nemotron 3.5 Super VL 120B A12B NVFP4](/compare/nemotron-3-5-super-vl-120b-a12b-nvfp4-vs-sarvam-30b) - [Nemotron 3.5 Super VL 120B A12B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-nemotron-3-5-super-vl-120b-a12b) - [Sarvam 30B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-sarvam-30b) ## Explore More - [Nemotron 3.5 Super VL 120B A12B profile](/models/nemotron-3-5-super-vl-120b-a12b) - [Sarvam 30B profile](/models/sarvam-30b) - [Compare Pricing](/llm-pricing) - [Alternative Finder](/tools/alternative-finder) - [LLM Selector](/tools/llm-selector) - [Overall Rankings](/best/overall)