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AIMODELRACE
Coding · sub-raceNarrow lead

Backend & APIs race

Services, APIs, databases, auth and business logic, graded by hidden test suites.

Leader
Opus 5.5
Margin
1.0 pts
1.2% ahead
Weeks at #1
4
in a row
Changes
7
in 2026

Warming up the track…

Oct 19, 2026Opus 5.5 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 frontierOpus 5.5Fable 5.1GPT-6 AstraSonnet 5.5GPT-6.1 SolGemini 4 Argon
55.060.065.070.075.080.085.090.095.02025Apr ’25Jul ’25Oct ’252026Apr ’26Jul ’26Oct ’26

Reigns at #1

Longest: Opus 4, 11 weeks (from May 2025).

Sibling races

More coding races

Why this race matters

Most production code is unglamorous server logic. Correctness here is what keeps systems running.

How it is scored

Share of back-end tasks passing hidden unit and integration tests.

Unit: percentHigher is betterPhoto finish under 0.5 ptsDominant over 3.0 pts

Data provenance

  • Aider Polyglot ↗

    Hard exercises across six languages.

  • BaxBench-style suites

    Back-end correctness and security tests.

Scores here are illustrative placeholders that mimic real benchmark patterns. Swap in live data through the score provider. Methodology