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SAP’s ABAP-1 Loses Every ABAP Benchmark, Even “Explaining”

Marian Zeis Blog · published 3 March 2026

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Benchmarking LLMs for ABAP: Why ABAP-1 Isn't a Code Generator (Yet) Read at the source ↗
blog.zeis.de
https://abap-llm-benchmark.marianzeis.de/
abap-llm-benchmark.marianzeis.de
https://help.sap.com/docs/sap-ai-core/generative-ai/sap-abap-1?locale=en-US
help.sap.com
https://github.com/marianfoo/LLM-Benchmark-ABAP-Code-Generation/issues?q=sort%3Aupdated-desc%20is%3Aissue
github.com
https://github.com/marianfoo/abap-mcp-server
github.com
https://abaplint.org/
abaplint.org
https://arxiv.org/html/2601.15188v1
arxiv.org
https://github.com/timkoehne/LLM-Benchmark-ABAP-Code-Generation
github.com
https://github.com/timkoehne/LLM-Benchmark-ABAP-Code-Generation/tree/main/dataset
github.com
https://github.com/marianfoo/LLM-Benchmark-ABAP-Code-Generation
github.com
https://github.com/SAP-docs/abap-platform-trial-image
github.com
Batch API guide Read at the source ↗
platform.openai.com
https://docs.anthropic.com/en/docs/build-with-claude/batch-processing
docs.anthropic.com
https://openai.com/api/pricing
openai.com
https://api-docs.deepseek.com/quick_start/pricing/
api-docs.deepseek.com
https://cloud.google.com/gemini-enterprise-agent-platform/generative-ai/pricing
cloud.google.com
https://docs.anthropic.com/en/docs/about-claude/pricing
docs.anthropic.com