TimeSage-MT - Analytical Quality: leaderboard
Metric: Analytical quality (%): GPT-5.4 judge score for correctness, depth and conclusion soundness against the actual data and reference output, averaged over the applicable tasks; Code-Enabled Reasoning setting (the model writes Python, a sandbox runs it, the model answers from stdout; 240 multi-turn time-series analysis tasks over 8 domains), temperature 0, reasoning effort high where supported and medium for GPT-5.3-Codex; higher is better. Source: arxiv.org. Saturation forecast: Around 2028. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.3 Codex | 35.14 |
| 2 | Gemini 3 Flash (Preview) | 31.1 |
| 3 | Qwen 3.5 122B A10B | 29.89 |
| 4 | GLM-5.1 | 29.48 |
| 5 | Claude Sonnet 4.6 | 28.75 |
| 6 | MiniMax-M2.7 | 27.87 |
Interactive version: theaggregate.ai/benchmark?slug=timesage-mt-analytical-quality · How It Works · Data refreshed daily, snapshot 2026-09-29.