# Ling 3.0 Flash vs Qwen3.7 Max > Side-by-side benchmark comparison for Ling 3.0 Flash and Qwen3.7 Max across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks. - Canonical page: https://benchlm.ai/compare/ling-3-0-flash-vs-qwen3-7-max - Last updated: September 4, 2026 - Shared sourced benchmarks: 16 - HTML indexing: indexable - Ranking lane: BenchAlign v5 ## Quick Verdict Pick Qwen3.7 Max if you want the stronger benchmark profile. Ling 3.0 Flash only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score. ## Summary - Qwen3.7 Max leads overall 68.56 to 52.2. - The clearest category separation is in knowledge, where the averages are 45.9 for Ling 3.0 Flash and 62.4 for Qwen3.7 Max. - The biggest single benchmark swing is HLE in Knowledge, with scores of 22.7% and 41.4%. - Qwen3.7 Max also has the larger context window at 1M. ## Model Snapshot | Property | Ling 3.0 Flash | Qwen3.7 Max | |----------|----------|----------| | Creator | InclusionAI | Alibaba | | Type | Open Weight | Proprietary | | Reasoning | Reasoning | Reasoning | | Context | 262K | 1M | | Overall Score | 52.2 | 68.56 | | Benchmarks Covered | 22 | 41 | | Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable | ## Category Breakdown ### Agentic - Winner: Qwen3.7 Max - Ling 3.0 Flash public-lane score: 40 (Supported · #121/151) - Qwen3.7 Max public-lane score: 42.8 (Supported · #110/151) | Benchmark | Ling 3.0 Flash | Qwen3.7 Max | Winner | |-----------|-----------|-----------|--------| | MCP Atlas | 65.5% | 76.4% | Qwen3.7 Max | | skillsBench | 44.8% | Coming soon | Coming soon | | BFCL v4 | 73.0% | 75.0% | Qwen3.7 Max | | WideResearch | 73.6% | Coming soon | Coming soon | | BrowseComp | 72.2% | Coming soon | Coming soon | | DRACO | 70.4% | Coming soon | Coming soon | | Terminal-Bench 2.1 (Vals) | 50.2% | 61.0% | Qwen3.7 Max | | Terminal-Bench 2.0 | Coming soon | 69.7% | Coming soon | | QwenClawBench | Coming soon | 64.3% | Coming soon | | Claw-Eval | Coming soon | 65.2% | Coming soon | | VITA-Bench | Coming soon | 47.9% | Coming soon | | HLE w/ tools | Coming soon | 53.5% | Coming soon | | Gert Labs | Coming soon | 64.27% | Coming soon | | ResearchClawBench | Coming soon | 18.7% | Coming soon | ### Coding - Winner: Coming soon - Ling 3.0 Flash public-lane score: 42.8 (Estimated · #126/183) - Qwen3.7 Max public-lane score: 49.5 (Supported · #77/183) | Benchmark | Ling 3.0 Flash | Qwen3.7 Max | Winner | |-----------|-----------|-----------|--------| | SWE-bench Pro | 56.6% | 60.6% | Qwen3.7 Max | | SWE Multilingual | 72.4% | 78.3% | Qwen3.7 Max | | LiveCodeBench v5 | 82.8% | Coming soon | Coming soon | | SciCode | 41.2% | 53.5% | Qwen3.7 Max | | LiveCodeBench (Vals) | 84.0% | 87.1% | Qwen3.7 Max | | SWE-bench (Vals) | 65.2% | 68.8% | Qwen3.7 Max | | SWE-bench Verified | Coming soon | 80.4% | Coming soon | | NL2Repo | Coming soon | 47.2% | Coming soon | | LiveCodeBench | Coming soon | 91.6% | Coming soon | | Terminal-Bench 2.0 | Coming soon | 69.7% | Coming soon | | OpenHarmony Bench | Coming soon | 53.4% | Coming soon | ### Reasoning - Winner: Coming soon - Ling 3.0 Flash public-lane score: 69.2 (Unranked · 2 rankable rows) - Qwen3.7 Max public-lane score: 74.8 (Unranked · 3 rankable rows) | Benchmark | Ling 3.0 Flash | Qwen3.7 Max | Winner | |-----------|-----------|-----------|--------| | MRCRv2 | Coming soon | 90.4% | Coming soon | | CritPt | Coming soon | 13.4% | Coming soon | ### Knowledge - Winner: Qwen3.7 Max - Ling 3.0 Flash public-lane score: 45.9 (Supported · #112/181) - Qwen3.7 Max public-lane score: 62.4 (Supported · #28/181) | Benchmark | Ling 3.0 Flash | Qwen3.7 Max | Winner | |-----------|-----------|-----------|--------| | GPQA | 85.0% | 92.4% | Qwen3.7 Max | | GPQA-D | 85.0% | 92.4% | Qwen3.7 Max | | HLE | 22.7% | 41.4% | Qwen3.7 Max | | GPQA Diamond (Vals) | 84.8% | 90.2% | Qwen3.7 Max | | MMLU-Pro (Vals) | 82.0% | 89.3% | Qwen3.7 Max | | MMLU-Pro | Coming soon | 89.6% | Coming soon | | MMLU-Redux | Coming soon | 95% | Coming soon | | SuperGPQA | Coming soon | 73.6% | Coming soon | | MMMLU | Coming soon | 90.3% | Coming soon | ### Instruction Following - Winner: Qwen3.7 Max - Ling 3.0 Flash public-lane score: 75.6 (#58/120) - Qwen3.7 Max public-lane score: 91.1 (#16/120) | Benchmark | Ling 3.0 Flash | Qwen3.7 Max | Winner | |-----------|-----------|-----------|--------| | IFBench | 74.5% | 79.1% | Qwen3.7 Max | | IFEval | Coming soon | 94.3% | Coming soon | ### Multilingual - Winner: Coming soon - Ling 3.0 Flash public-lane score: Coming soon - Qwen3.7 Max public-lane score: 100 (#1/12) | Benchmark | Ling 3.0 Flash | Qwen3.7 Max | Winner | |-----------|-----------|-----------|--------| | MMLU-ProX | Coming soon | 87% | Coming soon | | NOVA-63 | Coming soon | 59.0% | Coming soon | | INCLUDE | Coming soon | 86.2% | Coming soon | | MAXIFE | Coming soon | 89.2% | Coming soon | | PolyMath | Coming soon | 86.5% | Coming soon | ### Mathematics - Winner: Coming soon - Ling 3.0 Flash public-lane score: 73.7 (Unranked · 3 rankable rows) - Qwen3.7 Max public-lane score: 82.1 (Unranked · 3 rankable rows) | Benchmark | Ling 3.0 Flash | Qwen3.7 Max | Winner | |-----------|-----------|-----------|--------| | AIME26 | 93.2% | Coming soon | Coming soon | | HMMT Feb 2026 | 87.0% | 97.1% | Qwen3.7 Max | | IMOAnswerBench | 83.7% | 90.0% | Qwen3.7 Max | | Apex | Coming soon | 44.5% | Coming soon | ## FAQ ### Which is better overall, Ling 3.0 Flash or Qwen3.7 Max? Qwen3.7 Max is ahead overall on BenchLM right now. ### Where is the biggest gap between Ling 3.0 Flash and Qwen3.7 Max? The widest category gap is in knowledge, where the averages are 45.9 for Ling 3.0 Flash and 62.4 for Qwen3.7 Max. ### How many benchmarks does Ling 3.0 Flash cover on BenchLM? Ling 3.0 Flash currently has 22 sourced benchmark scores on BenchLM. ### How many benchmarks does Qwen3.7 Max cover on BenchLM? Qwen3.7 Max currently has 41 sourced benchmark scores on BenchLM. ## Related Comparisons - [Ling 3.0 Flash vs Ling 3.0 Flash FP8](/compare/ling-3-0-flash-vs-ling-3-0-flash-fp8) - [Qwen3.7 Max vs Ling 3.0 Flash FP8](/compare/ling-3-0-flash-fp8-vs-qwen3-7-max) - [Ling 3.0 Flash vs Ling 3.0 Flash Fin](/compare/ling-3-0-flash-vs-ling-3-0-flash-fin) - [Qwen3.7 Max vs Ling 3.0 Flash Fin](/compare/ling-3-0-flash-fin-vs-qwen3-7-max) ## Explore More - [Ling 3.0 Flash profile](/models/ling-3-0-flash) - [Qwen3.7 Max profile](/models/qwen3-7-max) - [Compare Pricing](/llm-pricing) - [Alternative Finder](/tools/alternative-finder) - [LLM Selector](/tools/llm-selector) - [Overall Rankings](/best/overall)