BlogLLM Benchmark Scores as Published, Side by Side
GLM-4.7: Benchmark Scores as Published
Every result the catalog holds for GLM-4.7: 21 tests in 8 areas, from 3 pages. All were printed by Z.ai itself. Each number is as printed; nothing is ranked or rescored.
Developer Z.aiReleased 2025-12-22Context window 200KMax output 128KInput TextOutput TextWeights Open (MIT)Data version 2026103001, as of 2026-10-30
Knowledge Work
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Vending-Bench 2 (final balance in USD) | $2376.82 | Z.ai, GLM-5 model cardchecked 2026-10-15 | - |
Agentic Coding
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| SWE-bench Verified | 73.8% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 1 more page | - |
| SWE-bench Multilingual | 66.7% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 1 more page | - |
| Terminal-Bench 2.0 | 41% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 1 more page | - |
| Terminal-Bench Hard | 33.3% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | - |
Science and Math
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPQA Diamond | 85.7% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 1 more page | - |
| AIME 2025 | 95.7% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | - |
| HMMT February 2025 | 97.1% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | - |
| IMO-AnswerBench | 82% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 1 more page | - |
| AIME 2026 | 92.9% | Z.ai, GLM-5 model cardchecked 2026-10-15 | - |
| HMMT November 2025 | 93.5% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 1 more page | - |
Cybersecurity
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| CyberGym | 23.5% | Z.ai, GLM-5 model cardchecked 2026-10-15 | Harness: Claude Code 2.1.18 |
General Knowledge and Reasoning
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Humanity's Last Exam (no tools) | 24.8% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 1 more page | Tools: none |
| MMLU-Pro | 84.3% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | - |
| Humanity's Last Exam (with tools) | 42.8% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 1 more page | Tools: tools |
Code Generation
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| LiveCodeBench v6 | 84.9% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | - |
Tool Use and Workflows
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Toolathlon | 23.8% | Z.ai, GLM-5 model cardchecked 2026-10-15 | - |
| MCP Atlas (public set) | 52% | Z.ai, GLM-5 model cardchecked 2026-10-15 | - |
| τ²-bench (domain not stated) | 87.4% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 1 more page | - |
Web Search and Research
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| BrowseComp | 52% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 1 more page | Tools: browsing |
| 67.5% | Z.ai, GLM-4.7 model cardchecked 2026-10-15 | Tools: browsing with context management | |
| BrowseComp-ZH | 66.6% | Z.ai, GLM-4.7 model cardchecked 2026-10-15; printed on 1 more page | Tools: browsing |
Price
API list prices in US dollars per one million tokens, as printed on the developer's pricing page on the day checked.
| Price | Value | Printed by | Setup as printed |
|---|---|---|---|
| Input | $0.6 | Z.ai, Z.AI API pricingchecked 2026-10-15 | - |
| Cached input | $0.11 | Z.ai, Z.AI API pricingchecked 2026-10-15 | - |
| Output | $2.2 | Z.ai, Z.AI API pricingchecked 2026-10-15 | - |
More from Z.ai
Every number here is read from the same catalog file as the benchmark table, data version 2026103001. Where one page printed the model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.