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  1. Home
  2. Best For
  3. Python Scripting

Best AI for Python Scripting

Find the best AI for writing Python scripts. Ranked across automation tasks, data processing pipelines, and backend development challenges.

Updated Apr 2026
3 challenges
20 models
#1 Claude Opus 4.6

How Python Scripting rankings are computed

Rankings are based on 20 models tested across 3 python scripting challenges. Each model is scored using a five-signal composite: 30% Rival Index (with product-line inheritance for new models), 20% task coverage, 20% challenge-scoped duel performance, 15% model recency, and 15% model tier. Models are deduplicated by product line so only the newest version per model family appears. Claude Opus 4.6 currently leads with a score of 91.2/100. All ranking data is part of Rival's open dataset of 21,000+ human preference votes.

Rival's Pick
#1 Rival IndexGoogle flagshipToo close to call
Gemini 3.1 Pro Preview
Gemini 3.1 Pro Previewgoogle

Neck and neck with Claude Opus 4.6. Gemini 3.1 Pro Preview gets the nod — stronger community consensus in blind votes.

Gemini 3.1 Pro Preview
Gemini 3.1 Pro Preview
google
90score
Claude Opus 4.6
Claude Opus 4.6
anthropic
91score
Z.ai: GLM 5
Z.ai: GLM 5
zhipu
87score

Head-to-Head

Claude Opus 4.6 logo
Claude Opus 4.6
vs
Gemini 3.1 Pro Preview
Gemini 3.1 Pro Preview logo
Claude Opus 4.6 logo
Claude Opus 4.6
vs
Z.ai: GLM 5
Z.ai: GLM 5 logo
Gemini 3.1 Pro Preview logo
Gemini 3.1 Pro Preview
vs
Z.ai: GLM 5
Z.ai: GLM 5 logo

Full Rankings

20 models
#
Model
Coverage
Index
Score
4
Gemini 3 Flash Preview logo
Gemini 3 Flash Previewgoogle
3/3
#7
85
5
Google: Gemma 4 31B logo
Google: Gemma 4 31Bgoogle
3/3
#6
82
6
Claude Haiku 4.5 logo
Claude Haiku 4.5anthropic
3/3
#25
81
7
Claude Sonnet 4.6 logo
Claude Sonnet 4.6anthropic
3/3
#56
80
8
Qwen3 Coder Next logo
Qwen3 Coder Nextqwen
3/3
#16
78
9
Gemini 2.5 Pro Preview 06-05 logo
Gemini 2.5 Pro Preview 06-05google
3/3
#28
77
10
Google: Gemma 4 26B A4B logo
Google: Gemma 4 26B A4Bgoogle
3/3
#10
77
11
GPT OSS 120B logo
GPT OSS 120Bopenai
3/3
#89
75
12
GPT-5.4 logo
GPT-5.4openai
3/3
#46
74
13
Kimi K2.5 logo
Kimi K2.5moonshotai
3/3
#61
74
14
Qwen: Qwen3.6 Plus Preview (free) logo
Qwen: Qwen3.6 Plus Preview (free)qwen
3/3
#2
74
15
Z.ai: GLM 5.1 logo
Z.ai: GLM 5.1z-ai
3/3
73
16
GPT-5.3-Codex logo
GPT-5.3-Codexopenai
3/3
#50
73
17
Mistral Large 3 2512 logo
Mistral Large 3 2512mistral
3/3
#51
72
18
Claude 3.7 Thinking Sonnet logo
Claude 3.7 Thinking Sonnetanthropic
3/3
#20
72
19
Grok 4.20 Multi-Agent Beta logo
Grok 4.20 Multi-Agent Betaxai
3/3
#84
72
20
MoonshotAI: Kimi K2 0905 logo
MoonshotAI: Kimi K2 0905moonshotai
3/3
#68
71
Challenges3
Estimate Complexity
Tests estimation and technical reasoning
Mini LBO Underwrite
Tests leverage modeling, cash flow mechanics, and sensitivity analysis
Debug This Architecture
Tests deep systems thinking with no ceiling on thoroughness
Related
Creative CodingTechnical AnalysisGame Development
vs

Ask them anything yourself

Claude Opus 4.6Gemini 3.1 Pro Preview

Keep exploring

#1 VS #2

Claude Opus 4.6 vs Gemini 3.1 Pro Preview

The top two for Python Scripting, compared directly

RELATED

Best AI for Creative Coding

See which models rank highest here

FAQ

What is the best AI for python scripting?

Rival ranks AI models for python scripting using a five-signal composite algorithm across 3 challenges: 30% Rival Index, 20% task coverage, 20% challenge duels, 15% recency, and 15% model tier. Newer models inherit Rival scores from predecessors within their product line, and only the newest version per model family is shown. As of the latest refresh, Claude Opus 4.6 leads with a composite score of 91.2/100.

How are AI models ranked for python scripting on Rival?

Each model is scored with a multi-signal composite: 30% Rival Index, 20% task coverage, 20% challenge duels, 15% recency, and 15% model tier, plus a small bonus for major AI providers. Rankings are based on 20 models tested across 3 python scripting challenges. Models are deduplicated by product line (e.g., only the latest GLM or GPT version appears). All duel votes are blind: voters see responses without knowing which model produced them.

Can I compare AI models for python scripting?

Yes. Each model in the ranking links to its profile page, and you can compare any two models side-by-side on Rival's Compare page to see their actual responses to python scripting challenges.

How often are the python scripting rankings updated?

Rankings are refreshed every few hours. They incorporate the latest Rival Index scores from community duels, model recency, and any new model responses added to the platform. All ranking data is part of Rival's open dataset.

We compare AI models for a living. On purpose. We chose this.

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