# Muse Glimmer 30B vs Qwen3.8-Flash-Next > Side-by-side benchmark comparison for Muse Glimmer 30B and Qwen3.8-Flash-Next across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks. - Canonical page: https://benchlm.ai/compare/muse-glimmer-30b-vs-qwen3-8-flash-next - Last updated: October 10, 2026 - Shared sourced benchmarks: 3 - HTML indexing: indexable - Ranking lane: BenchAlign v5.8 ## Quick Verdict Evidence is too thin for a benchmark verdict: Muse Glimmer 30B and Qwen3.8-Flash-Next share only 3 sourced benchmark rows. ## Summary - Only 3 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner. - Qwen3.8-Flash-Next has the larger published context window at 262K. ## Model Snapshot | Property | Muse Glimmer 30B | Qwen3.8-Flash-Next | |----------|----------|----------| | Creator | Meta | Alibaba | | Type | Open Weight | Open Weight | | Reasoning | Reasoning | Reasoning | | Context | 131K | 262K | | Independent public score (not head-to-head) | 42.02 | 64.23 | | Benchmarks Covered | 14 | 24 | | Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 | ## Category Breakdown ### Agentic - Winner: Insufficient shared evidence - Muse Glimmer 30B public-lane score: 24.3 (Estimated · #99/123) - Qwen3.8-Flash-Next public-lane score: 59.5 (Estimated · #24/123) | Benchmark | Muse Glimmer 30B | Qwen3.8-Flash-Next | Winner | |-----------|-----------|-----------|--------| | MCP Atlas | 75.5% | Coming soon | Coming soon | | DeepSearchQA | 74.6% | Coming soon | Coming soon | | skillsBench | 44.3% | Coming soon | Coming soon | | OSWorld-Verified | 65.9% | Coming soon | Coming soon | | CoWorkBench | Coming soon | 73.9% | Coming soon | | JobBench | Coming soon | 55.7% | Coming soon | | Agents' Last Exam | Coming soon | 51.2% | Coming soon | | Toolathlon-Verified | Coming soon | 73.5% | Coming soon | | AndroidWorld | Coming soon | 84.5% | Coming soon | | OSWorld 2.0 | Coming soon | 19.4% | Coming soon | ### Coding - Winner: Insufficient shared evidence - Muse Glimmer 30B public-lane score: 31.4 (Estimated · #89/146) - Qwen3.8-Flash-Next public-lane score: 52.4 (Supported · #37/146) | Benchmark | Muse Glimmer 30B | Qwen3.8-Flash-Next | Winner | |-----------|-----------|-----------|--------| | SWE-bench Pro | 51.2% | 62.5% | Qwen3.8-Flash-Next | | SWE-bench Verified | 76% | Coming soon | Coming soon | | Terminal-Bench 2.1 | 51.7% | Coming soon | Coming soon | | SciCode | 43.6% | Coming soon | Coming soon | | SWE Multilingual | Coming soon | 81% | Coming soon | | NL2Repo | Coming soon | 48.1% | Coming soon | | DeepSWE | Coming soon | 58.7% | Coming soon | | LiveCodeBench v6 | Coming soon | 91.9% | Coming soon | ### Reasoning - Winner: Insufficient shared evidence - Muse Glimmer 30B public-lane score: 83.4 (Unranked · 2 rankable rows) - Qwen3.8-Flash-Next public-lane score: 80.9 (Unranked · 2 rankable rows) ### Multimodal & Grounded - Winner: Insufficient shared evidence - Muse Glimmer 30B public-lane score: 65.1 (#41/54) - Qwen3.8-Flash-Next public-lane score: 87.7 (#8/54) | Benchmark | Muse Glimmer 30B | Qwen3.8-Flash-Next | Winner | |-----------|-----------|-----------|--------| | CharXiv | 78.8% | 90.6% | Qwen3.8-Flash-Next | | ScreenSpot Pro | 75.4% | Coming soon | Coming soon | | OmniDocBench 1.5 | 75.8% | Coming soon | Coming soon | | MMMU-Pro | 74% | Coming soon | Coming soon | | Vision2Web | Coming soon | 64.0% | Coming soon | | ERQA | Coming soon | 72.3% | Coming soon | | LVBench | Coming soon | 76.6% | Coming soon | | RealWorldQA | Coming soon | 88.5% | Coming soon | | MathVision | Coming soon | 90.6% | Coming soon | | MathVision w/ Python | Coming soon | 95.7% | Coming soon | | CharXiv w/o tools | Coming soon | 84.6% | Coming soon | ### Knowledge - Winner: Insufficient shared evidence - Muse Glimmer 30B public-lane score: 44.1 (Supported · #98/177) - Qwen3.8-Flash-Next public-lane score: 59.4 (Supported · #47/177) | Benchmark | Muse Glimmer 30B | Qwen3.8-Flash-Next | Winner | |-----------|-----------|-----------|--------| | GPQA | Coming soon | 91.7% | Coming soon | | GPQA-D | Coming soon | 91.7% | Coming soon | | HLE | Coming soon | 35.9% | Coming soon | | HLE w/o tools | Coming soon | 35.9% | Coming soon | ### Instruction Following - Winner: Insufficient shared evidence - Muse Glimmer 30B public-lane score: 81.1 (#54/127) - Qwen3.8-Flash-Next public-lane score: 91.2 (#22/127) | Benchmark | Muse Glimmer 30B | Qwen3.8-Flash-Next | Winner | |-----------|-----------|-----------|--------| | IFBench | 77% | 81.3% | Qwen3.8-Flash-Next | ### Mathematics - Winner: Insufficient shared evidence - Muse Glimmer 30B public-lane score: 77.9 (Unranked · 1 rankable row) - Qwen3.8-Flash-Next public-lane score: Coming soon | Benchmark | Muse Glimmer 30B | Qwen3.8-Flash-Next | Winner | |-----------|-----------|-----------|--------| | AIME26 | 94.7% | Coming soon | Coming soon | ## FAQ ### Is there enough evidence to pick between Muse Glimmer 30B and Qwen3.8-Flash-Next? Not yet. The models share only 3 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 - [Muse Glimmer 30B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-muse-glimmer-30b) - [Qwen3.8-Flash-Next vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-8-flash-next) - [Muse Glimmer 30B vs GPT-6 Astra](/compare/gpt-6-astra-vs-muse-glimmer-30b) - [Qwen3.8-Flash-Next vs GPT-6 Astra](/compare/gpt-6-astra-vs-qwen3-8-flash-next) ## Explore More - [Muse Glimmer 30B profile](/models/muse-glimmer-30b) - [Qwen3.8-Flash-Next profile](/models/qwen3-8-flash-next) - [Compare Pricing](/llm-pricing) - [Alternative Finder](/tools/alternative-finder) - [LLM Selector](/tools/llm-selector) - [Overall Rankings](/best/overall)