# GLM-4.7 vs GLM-5.3 > Side-by-side benchmark comparison for GLM-4.7 and GLM-5.3 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks. - Canonical page: https://benchlm.ai/compare/glm-4-7-vs-glm-5-3 - Last updated: September 28, 2026 - Shared sourced benchmarks: 4 - HTML indexing: indexable - Ranking lane: BenchAlign v5.7 ## Quick Verdict Pick GLM-5.3 if you want the stronger benchmark profile. GLM-4.7 only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score. ## Summary - GLM-5.3 leads overall 65.44 to 49.19. - The clearest category separation is in agentic, where the averages are 27.4 for GLM-4.7 and 67.4 for GLM-5.3. - The biggest single benchmark swing is SWE-bench (Vals) in Coding, with scores of 69.4% and 95.4%. - GLM-5.3 also has the larger context window at 1M. ## Model Snapshot | Property | GLM-4.7 | GLM-5.3 | |----------|----------|----------| | Creator | Z.AI | Z.AI | | Type | Open Weight | Open Weight | | Reasoning | Reasoning | Reasoning | | Context | 200K | 1M | | Overall Score | 49.19 | 65.44 | | Benchmarks Covered | 17 | 24 | | Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 | ## Category Breakdown ### Agentic - Winner: Directional only - GLM-4.7 public-lane score: 27.4 (Estimated · #88/117) - GLM-5.3 public-lane score: 67.4 (Supported · #9/117) | Benchmark | GLM-4.7 | GLM-5.3 | Winner | |-----------|-----------|-----------|--------| | Terminal-Bench 2.0 | 41% | Coming soon | Coming soon | | BrowseComp | 52% | Coming soon | Coming soon | | VITA-Bench | 15.5% | Coming soon | Coming soon | | Gert Labs | 39.95% | Coming soon | Coming soon | | Terminal-Bench 2.1 | Coming soon | 88.2% | Coming soon | | terminalBench3 | Coming soon | 28.3% | Coming soon | | CyberGym | Coming soon | 84.5% | Coming soon | | ExploitGym | Coming soon | 15.0% | Coming soon | | Toolathlon-Verified | Coming soon | 73.0% | Coming soon | | AutomationBench | Coming soon | 48.2% | Coming soon | | Agents' Last Exam | Coming soon | 28.5% | Coming soon | | HLE w/ tools | Coming soon | 62.5% | Coming soon | | Terminal-Bench 2.1 (Vals) | Coming soon | 71.5% | Coming soon | ### Coding - Winner: GLM-5.3 - GLM-4.7 public-lane score: 39.4 (Supported · #62/142) - GLM-5.3 public-lane score: 56.8 (Supported · #24/142) | Benchmark | GLM-4.7 | GLM-5.3 | Winner | |-----------|-----------|-----------|--------| | SWE-bench Verified | 73.8% | Coming soon | Coming soon | | LiveCodeBench | 84.9% | Coming soon | Coming soon | | SWE-Rebench | 58.7% | Coming soon | Coming soon | | LiveCodeBench (Vals) | 82.2% | 80.5% | GLM-4.7 | | SWE-bench (Vals) | 69.4% | 95.4% | GLM-5.3 | | Terminal-Bench 2.1 | Coming soon | 88.2% | Coming soon | | terminalBench3 | Coming soon | 28.3% | Coming soon | | DeepSWE | Coming soon | 66.9% | Coming soon | | NL2Repo | Coming soon | 58% | Coming soon | | ProgramBench | Coming soon | 19.0% | Coming soon | | FrontierSWE | Coming soon | 78.1% | Coming soon | | sweMarathon | Coming soon | 42.5% | Coming soon | | PostTrain Bench | Coming soon | 39.8% | Coming soon | | VulcanBench v3 | Coming soon | 78.3% | Coming soon | | OpenHarmony Bench | Coming soon | 60.8% | Coming soon | | FrontierSWE v2 | Coming soon | 30.2% | Coming soon | ### Reasoning - Winner: Not comparable - GLM-4.7 public-lane score: 71.1 (Unranked · 2 rankable rows) - GLM-5.3 public-lane score: 77.1 (#11/27) ### Knowledge - Winner: GLM-5.3 - GLM-4.7 public-lane score: 40.7 (Supported · #97/168) - GLM-5.3 public-lane score: 61.9 (Supported · #35/168) | Benchmark | GLM-4.7 | GLM-5.3 | Winner | |-----------|-----------|-----------|--------| | GPQA | 85.7% | Coming soon | Coming soon | | MMLU-Pro | 84.3% | Coming soon | Coming soon | | HLE | 24.8% | Coming soon | Coming soon | | GPQA Diamond (Vals) | 80.1% | 88.1% | GLM-5.3 | | MMLU-Pro (Vals) | 82.7% | 86.8% | GLM-5.3 | ### Instruction Following - Winner: Not comparable - GLM-4.7 public-lane score: 81.4 (#51/124) - GLM-5.3 public-lane score: Coming soon ### Mathematics - Winner: Not comparable - GLM-4.7 public-lane score: 25.8 (Unranked · 2 rankable rows) - GLM-5.3 public-lane score: Coming soon | Benchmark | GLM-4.7 | GLM-5.3 | Winner | |-----------|-----------|-----------|--------| | AIME 2025 | 95.7% | Coming soon | Coming soon | | FrontierMath v2 (Tiers 1-3) | 2.439% | Coming soon | Coming soon | | FrontierMath v2 (Tier 4) | 0.000% | Coming soon | Coming soon | ## FAQ ### Which is better overall, GLM-4.7 or GLM-5.3? GLM-5.3 is ahead overall on BenchLM right now. ### Where is the biggest gap between GLM-4.7 and GLM-5.3? The widest category gap is in agentic, where the averages are 27.4 for GLM-4.7 and 67.4 for GLM-5.3. ### How many benchmarks does GLM-4.7 cover on BenchLM? GLM-4.7 currently has 17 sourced benchmark scores on BenchLM. ### How many benchmarks does GLM-5.3 cover on BenchLM? GLM-5.3 currently has 24 sourced benchmark scores on BenchLM. ## Related Comparisons - [GLM-4.7 vs GLM-5.2](/compare/glm-4-7-vs-glm-5-2) - [GLM-5.3 vs GLM-5.2](/compare/glm-5-2-vs-glm-5-3) - [GLM-4.7 vs GLM-5.3-Flash](/compare/glm-4-7-vs-glm-5-3-flash) - [GLM-5.3 vs GLM-5.3-Flash](/compare/glm-5-3-vs-glm-5-3-flash) ## Explore More - [GLM-4.7 profile](/models/glm-4-7) - [GLM-5.3 profile](/models/glm-5-3) - [Compare Pricing](/llm-pricing) - [Alternative Finder](/tools/alternative-finder) - [LLM Selector](/tools/llm-selector) - [Overall Rankings](/best/overall)