Leaderboard bars
2 ranked models · higher is better
View accessible chart data
| Model | Rank | Provider | Score |
|---|---|---|---|
| Muse Spark 1.1 | #1 | Meta | 86.3 elo-proxy |
| Kimi K3 | #2 | Moonshot AI | 7.6 elo-proxy |
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Agents · Benchmark profile
Artificial Analysis private agentic knowledge-work evaluation with Elo over rubric pass rate, analytical quality, and presentation quality on business deliverables.
Data verified 15 July 2026 · Methodology 1.2.0
Benchmark score on AA-Briefcase
Muse Spark 1.1 leads at 86.3 elo-proxy, followed by Kimi K3 (7.6 elo-proxy).
Visual analysis
Three views of the same sourced leaderboard: model placement, the score curve, and descriptive provider averages. These visuals never alter ranking calculations.
2 ranked models · higher is better
| Model | Rank | Provider | Score |
|---|---|---|---|
| Muse Spark 1.1 | #1 | Meta | 86.3 elo-proxy |
| Kimi K3 | #2 | Moonshot AI | 7.6 elo-proxy |
Shows how quickly scores separate down the field
| Model | Rank | Provider | Score |
|---|---|---|---|
| Muse Spark 1.1 | #1 | Meta | 86.3 elo-proxy |
| Kimi K3 | #2 | Moonshot AI | 7.6 elo-proxy |
Average within the visible cohort · descriptive only
| Provider | Models | Average score |
|---|---|---|
| Meta | 1 | 86.3 elo-proxy |
| Moonshot AI | 1 | 7.6 elo-proxy |
One best score per model · higher is better
| Rank | Model | Provider | License | Score |
|---|---|---|---|---|
| #1 | Muse Spark 1.1 muse-spark-1-1 | Meta | closed | 86.3 elo-proxy |
| #2 | Kimi K3 kimi-k3 | Moonshot AI | closed | 7.6 elo-proxy |
About AA-Briefcase
Artificial Analysis private agentic knowledge-work evaluation with Elo over rubric pass rate, analytical quality, and presentation quality on business deliverables. Results stay tied to the exact model variant and evaluation system. Multiple systems for the same model use the best published score on this page; overall Lumina scoring uses the median of ranking-eligible rows.
Open benchmark source ↗FAQ
Artificial Analysis private agentic knowledge-work evaluation with Elo over rubric pass rate, analytical quality, and presentation quality on business deliverables.
Muse Spark 1.1 by Meta currently leads with 86.3 elo-proxy.
2 models in the LuminaBench cohort have a qualifying score on this benchmark.
No. This benchmark is display-only and does not enter the overall Lumina composite.
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