# GLM-4.7 vs GLM-5 > Side-by-side benchmark comparison for GLM-4.7 and GLM-5 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks. - Canonical page: https://benchlm.ai/compare/glm-4-7-vs-glm-5 - Last updated: October 17, 2026 - Shared sourced benchmarks: 10 - HTML indexing: indexable - Ranking lane: BenchAlign v5.8 ## Quick Verdict Pick GLM-5 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 leads overall 54.84 to 48.85. - The clearest category separation is in agentic, where the averages are 31.6 for GLM-4.7 and 41.5 for GLM-5. - The biggest single benchmark swing is Terminal-Bench 2.0 in Agentic, with scores of 41% and 56.2%. - GLM-4.7 is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use. ## Model Snapshot | Property | GLM-4.7 | GLM-5 | |----------|----------|----------| | Creator | Z.AI | Z.AI | | Type | Open Weight | Open Weight | | Reasoning | Reasoning | Non-Reasoning | | Context | 200K | 200K | | Overall Score | 48.85 | 54.84 | | Benchmarks Covered | 17 | 38 | | Pricing (input/output) | $0.00 / $0.00 | $1.00 / $3.20 | ## Category Breakdown ### Agentic - Winner: Directional only - GLM-4.7 public-lane score: 31.6 (Estimated · #91/128) - GLM-5 public-lane score: 41.5 (Estimated · #63/128) | Benchmark | GLM-4.7 | GLM-5 | Winner | |-----------|-----------|-----------|--------| | Terminal-Bench 2.0 | 41% | 56.2% | GLM-5 | | BrowseComp | 52% | 62% | GLM-5 | | VITA-Bench | 15.5% | Coming soon | Coming soon | | Gert Labs | 39.95% | 50.99% | GLM-5 | | HLE w/ tools | Coming soon | 50.4% | Coming soon | | Claw-Eval | Coming soon | 57.7% | Coming soon | | QwenClawBench | Coming soon | 54.1% | Coming soon | | τ³-bench results | Coming soon | 65.6% | Coming soon | | DeepPlanning | Coming soon | 14.6% | Coming soon | | Toolathlon | Coming soon | 38% | Coming soon | | MCP Atlas | Coming soon | 31.1% | Coming soon | | MCP-Tasks | Coming soon | 60.8% | Coming soon | | WideResearch | Coming soon | 69.8% | Coming soon | | CyberGym | Coming soon | 43.2% | Coming soon | ### Coding - Winner: Directional only - GLM-4.7 public-lane score: 37.2 (Supported · #72/150) - GLM-5 public-lane score: 38 (Estimated · #70/150) | Benchmark | GLM-4.7 | GLM-5 | Winner | |-----------|-----------|-----------|--------| | SWE-bench Verified | 73.8% | 77.8% | GLM-5 | | LiveCodeBench v6 | 84.9% | Coming soon | Coming soon | | SWE-Rebench | 58.7% | 62.8% | GLM-5 | | Terminal-Bench 2.0 | 41.0% | 56.2% | GLM-5 | | LiveCodeBench (Vals) | 82.2% | Coming soon | Coming soon | | SWE-bench (Vals) | 69.4% | Coming soon | Coming soon | | SWE-bench Verified* | Coming soon | 72.8% | Coming soon | | SWE-bench Pro | Coming soon | 55.1% | Coming soon | | SWE Multilingual | Coming soon | 73.3% | Coming soon | | NL2Repo | Coming soon | 35.9% | Coming soon | | React Native Evals | Coming soon | 74.8% | Coming soon | ### Reasoning - Winner: Not comparable - GLM-4.7 public-lane score: 74.6 (Unranked · 2 rankable rows) - GLM-5 public-lane score: 70.9 (Unranked · 4 rankable rows) | Benchmark | GLM-4.7 | GLM-5 | Winner | |-----------|-----------|-----------|--------| | LongBench v2 | Coming soon | 60.8% | Coming soon | | AI-Needle | Coming soon | 63.3% | Coming soon | ### Knowledge - Winner: Directional only - GLM-4.7 public-lane score: 44.1 (Supported · #100/184) - GLM-5 public-lane score: 50.4 (Estimated · #79/184) | Benchmark | GLM-4.7 | GLM-5 | Winner | |-----------|-----------|-----------|--------| | GPQA | 85.7% | 86% | GLM-5 | | MMLU-Pro | 84.3% | 85.7% | GLM-5 | | HLE | 24.8% | 30.5% | GLM-5 | | GPQA Diamond (Vals) | 80.1% | Coming soon | Coming soon | | MMLU-Pro (Vals) | 82.7% | Coming soon | Coming soon | | GPQA-D | Coming soon | 86.0% | Coming soon | | SuperGPQA | Coming soon | 66.8% | Coming soon | | MMLU-Pro (Arcee) | Coming soon | 85.8% | Coming soon | ### Multilingual - Winner: Not comparable - GLM-4.7 public-lane score: Coming soon - GLM-5 public-lane score: 89.5 (#6/17) | Benchmark | GLM-4.7 | GLM-5 | Winner | |-----------|-----------|-----------|--------| | MMLU-ProX | Coming soon | 83.1% | Coming soon | | NOVA-63 | Coming soon | 55.1% | Coming soon | ### Instruction Following - Winner: Directional only - GLM-4.7 public-lane score: 82.8 (#54/148) - GLM-5 public-lane score: 88.6 (#35/148) | Benchmark | GLM-4.7 | GLM-5 | Winner | |-----------|-----------|-----------|--------| | IFEval | Coming soon | 92.6% | Coming soon | ### Mathematics - Winner: Not comparable - GLM-4.7 public-lane score: Coming soon - GLM-5 public-lane score: 83 (Unranked · 6 rankable rows) | Benchmark | GLM-4.7 | GLM-5 | Winner | |-----------|-----------|-----------|--------| | AIME 2025 | 95.7% | Coming soon | Coming soon | | HMMT Feb 2025 | 97.1% | 97.5% | GLM-5 | | AIME26 | Coming soon | 95.8% | Coming soon | | AIME25 (Arcee) | Coming soon | 93.3% | Coming soon | | HMMT Nov 2025 | Coming soon | 96.9% | Coming soon | | HMMT Feb 2026 | Coming soon | 86.4% | Coming soon | | MMAnswerBench | Coming soon | 82.5% | Coming soon | ## FAQ ### Which is better overall, GLM-4.7 or GLM-5? GLM-5 is ahead overall on BenchLM right now. ### Where is the biggest gap between GLM-4.7 and GLM-5? The widest category gap is in agentic, where the averages are 31.6 for GLM-4.7 and 41.5 for GLM-5. ### 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 cover on BenchLM? GLM-5 currently has 38 sourced benchmark scores on BenchLM. ## Related Comparisons - [GLM-4.7 vs GLM-5.3](/compare/glm-4-7-vs-glm-5-3) - [GLM-5 vs GLM-5.3](/compare/glm-5-vs-glm-5-3) - [GLM-4.7 vs GLM-5.2](/compare/glm-4-7-vs-glm-5-2) - [GLM-5 vs GLM-5.2](/compare/glm-5-vs-glm-5-2) ## Explore More - [GLM-4.7 profile](/models/glm-4-7) - [GLM-5 profile](/models/glm-5) - [Compare Pricing](/llm-pricing) - [Alternative Finder](/tools/alternative-finder) - [LLM Selector](/tools/llm-selector) - [Overall Rankings](/best/overall)