quantum-api-drift B
AI benchmark
- Built by
- Mohammad Arif Rasyidi Syahirul Faiz
- Tier
- B why
- Snapshot
What is quantum-api-drift?
Measures whether LLMs generate quantum SDK (Qiskit) code that executes correctly on the specific requested SDK version, plus cross-version compatibility, failure modes and documentation-guided repair.
Coding mostly
“a benchmark for measuring version fidelity, defined here as execution success on the requested SDK version, cross-version compatibility, failure modes, and documentation-guided repair”
arxiv.org/abs/2607.04072v1 ↗“A reproducible benchmark measuring how LLM-generated Qiskit code degrades across SDK versions”
github.com/arasyi/quantum-api-drift ↗
Who built quantum-api-drift
Led by Mohammad Arif Rasyidi and Syahirul Faiz.
Paper: arxiv.org/abs/2607.04072v1 ↗
Tier B
Established: 15 or more models scored, or curated RL directories rate it.
How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.
- 15 models scored
- in curated RL directories (1 pt)
How we got to tier B
- Adoption: 15 models scored. Tier B.
- Not yet read on X.
- In curated RL directories: 1 point, a floor of none.
- Confirmed: a line from its own site or paper places it.
A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.
Where quantum-api-drift sits
Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map
Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-19 snapshot.