Design Bench (Internal, Elo) (Design Bench)
We show this table for reference; we do not rank on it.
Moonshot AI's internal graphic-design benchmark using direct and reference-image few-shot prompting, reported as Elo.
Benchmark score on Design Bench — October 29, 2026
We compile the Design Bench rows from provider self-reports. Kimi K3.1 Pro leads the table at 957. We do not use these results to rank models overall.
1 modelAgenticCurrentDisplay onlyUpdated October 29, 2026
Benchmark score table (1 model)
| Rank | Model / configuration | Score | Parameters (B) | Open / closed |
|---|---|---|---|---|
| 1 | Kimi K3.1 ProMoonshot AI | 957 | Not reported | Pending |
About Design Bench
Year
2026
Tasks
Graphic design requests
Format
Elo
Difficulty
Professional graphic design
Uses the same harness and calibrated automated grader as DECK-Arena. BenchLM stores the provider-published internal benchmark value as display-only launch evidence and does not treat it as an independently reproducible score.
Freshness and provenance
Version
Design Bench 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 Design Bench measure?
Moonshot AI's internal graphic-design benchmark using direct and reference-image few-shot prompting, reported as Elo.
Which model scores highest on Design Bench?
Kimi K3.1 Pro by Moonshot AI currently leads with a score of 957 on Design Bench.
How many models are evaluated on Design Bench?
1 AI models have published results on Design Bench 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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