ScreenSpot Pro with Python (ScreenSpot Pro w/ Python)
We show this table for reference; we do not rank on it.
ScreenSpot Pro GUI grounding on high-resolution professional screenshots, with the model allowed to run Python (for example to crop or zoom) before answering.
Benchmark score on ScreenSpot Pro w/ Python — November 13, 2026
We compile the ScreenSpot Pro w/ Python rows from provider self-reports. Inkling 2 Small leads the table at 91.5%. We do not use these results to rank models overall.
1 modelMultimodal & GroundedCurrentDisplay onlyUpdated November 13, 2026
Benchmark score table (1 model)
The one result on this page was reported by the lab that built the model.
| Rank | Model / configuration | Score | Who ran it | Parameters (B) | Open / closed |
|---|---|---|---|---|---|
| 1 | Inkling 2 SmallThinking Machines LabReported by Thinking Machines Lab | 91.5% | Reported by Thinking Machines Lab | Not reported | Closed |
- Lab-reported
- Benchmark-run
- Independent
How to read this leaderboard
Operator receipt: 1 sourced row is currently displayable on this page; the leading published row is Inkling 2 Small at 91.5%.
Honest limit: Provider-run tool setting; the Python tooling differs between labs.
About ScreenSpot Pro w/ Python
Year
2026
Tasks
1,581 GUI-grounding instructions on professional screenshots
Format
Accuracy (%)
Difficulty
High-resolution GUI grounding with tools
Thinking Machines reports the with-Python setting next to the standard ScreenSpot Pro score in the Inkling 2 Small launch (November 5, 2026): Inkling 2 Small 91.5% (83.8% without tools), GPT-6 Luna 87.6% and Kimi K3 83.2%. The no-tools score stays on the ScreenSpot Pro page.
Freshness and provenance
Version
ScreenSpot Pro w/ Python 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
Questions
What does ScreenSpot Pro w/ Python measure?
ScreenSpot Pro GUI grounding on high-resolution professional screenshots, with the model allowed to run Python (for example to crop or zoom) before answering.
Which model scores highest on ScreenSpot Pro w/ Python?
Inkling 2 Small by Thinking Machines Lab currently leads with a score of 91.5% on ScreenSpot Pro w/ Python.
How many models are evaluated on ScreenSpot Pro w/ Python?
1 AI models have published results on ScreenSpot Pro w/ Python in the BenchLM catalog.
Know when it’s worth switching models
The model to choose, the cheaper alternative, and the release we would wait on.
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