Coding · sub-racePhoto finish
Data Science & SQL race
Pandas, SQL, notebooks and analysis pipelines that produce the right numbers.
- Leader
- GPT-6 Astra
- Margin
- 0.1 pts
- 0.1% ahead
- Weeks at #1
- 1
- in a row
- Changes
- 7
- in 2026
Warming up the track…
Oct 19, 2026GPT-6 Astra leads
2025Apr ’25Jul ’25Oct ’252026Apr ’26Jul ’26Oct ’26
Score history
Top 6 today over the leader's frontier · click to jump to a week
#1 frontierGPT-6 AstraGPT-6.1 SolFable 5.1Opus 5.5Qwen3.6-MaxGemini 4 Argon
Reigns at #1
Longest: Qwen3.6-Max, 16 weeks (from Apr 2026).
Sibling races
More coding races
Why this race matters
Analysts are among the heaviest AI users, and a wrong join silently ruins a report.
How it is scored
Execution-accuracy on analysis and SQL tasks.
Unit: percentHigher is betterPhoto finish under 0.5 ptsDominant over 3.0 pts
Data provenance
BIRD-SQL / Spider 2.0
Text-to-SQL on large enterprise schemas.
DSBench-style suites
Notebook data-analysis tasks.
Scores here are illustrative placeholders that mimic real benchmark patterns. Swap in live data through the score provider. Methodology