| Claude Opus 4.8 as published by Z.AI claude-opus-4-8-max | Claude Opus 4.8 | 48.8% | 1.1Z.AI GLM-5.3 official comparison table | Relative comparison · not standard direct provider-reported | GLM-5.3: Frontier Coding with Emergent Cyber Capabilities ↗Observed 2026-08-14 · checked 2026-08-15 |
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| Kimi K3 as published by Z.AI kimi-k3-max | Kimi K3 | 48.1% | 1.1Z.AI GLM-5.3 official comparison table | Relative comparison · not standard direct provider-reported | GLM-5.3: Frontier Coding with Emergent Cyber Capabilities ↗Observed 2026-08-14 · checked 2026-08-15 |
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| GLM-5.3 (max) glm-5-3-max | GLM-5.3 | 42.5% | 1.1Z.AI GLM-5.3 official comparison table | Public reference · not scored provider-reported | GLM-5.3: Frontier Coding with Emergent Cyber Capabilities ↗Observed 2026-08-14 · checked 2026-08-15 |
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| GPT-5.6 Sol as published by Z.AI gpt-5-6-sol-max | GPT-5.6 Sol | 42.5% | 1.1Z.AI GLM-5.3 official comparison table | Relative comparison · not standard direct provider-reported | GLM-5.3: Frontier Coding with Emergent Cyber Capabilities ↗Observed 2026-08-14 · checked 2026-08-15 |
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| Claude Fable 5 w/ fallback as published by Z.AI claude-fable-5-max | Claude Fable 5 | 33.1% | 1.1Z.AI GLM-5.3 official comparison table | Relative comparison · not standard direct provider-reported | GLM-5.3: Frontier Coding with Emergent Cyber Capabilities ↗Observed 2026-08-14 · checked 2026-08-15 |
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| GLM-5.2 as published by Z.AI glm-5-2-max | GLM-5.2 | 19.4% | 1.1Z.AI GLM-5.3 official comparison table | Relative comparison · not standard direct provider-reported | GLM-5.3: Frontier Coding with Emergent Cyber Capabilities ↗Observed 2026-08-14 · checked 2026-08-15 |
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| Exact BenchLM registry variant Kimi K3; bulk export does not retain a complete upstream harness configuration. source label without registered configuration ID | Kimi K3 | 42% | 2026Source-native system | Source carrier · no additional scoring weight source-checked | BenchLM public datasets — 2026-08-01 ↗Observed 2026-08-01 · checked 2026-08-01 |
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| Exact BenchLM registry variant Kimi K3; bulk export does not retain a complete upstream harness configuration. source label without registered configuration ID | Kimi K3 | 42% | 2026Source-native system | Source carrier · no additional scoring weight source-checked | BenchLM public datasets — 2026-07-27 ↗Observed 2026-07-27 · checked 2026-07-27 |
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| Exact BenchLM registry variant Kimi K3; bulk export does not retain a complete upstream harness configuration. source label without registered configuration ID | Kimi K3 | 42% | 2026Source-native system | Source carrier · no additional scoring weight source-checked | BenchLM public datasets — 21 July 2026 ↗Observed 2026-07-21 · checked 2026-07-21 |
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| Claude Code harness; SWE Marathon v1.1 H20-calibrated branch; max reasoning. kimi-k3-max | Kimi K3 | 42% | v1.1Claude Code | Public reference · not scored provider-reported | Kimi K3: Open Frontier Intelligence ↗Observed 2026-07-16 · checked 2026-07-21 |
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