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Gemini

Gemini 3.1 Pro (Preview)

Google, United States178/191 correctLast updated Mar 13, 2026Website

Gemini 3.1 Pro (Preview) by Google achieved an overall score of 92.2% on Appwrite Arena, ranking #4 of 10 benchmarked models. The benchmark tests how well AI models understand Appwrite - the open-source backend platform for authentication, databases, storage, functions, and more. This model answered 178 of 191 questions correctly across categories including Auth, Databases, Functions, Storage, and CLI. During the benchmark it consumed 1,309,407 tokens costing $4.8760, averaging 80.0 tokens per second over 47m 1s. Compare Gemini 3.1 Pro (Preview) with other LLMs on the Appwrite Arena leaderboard.

Total tokens
1,309,407Input: 1,083,685 Output: 225,722
Total duration
47m 1s
Avg speed
80.0 tok/s
Total cost
$ 4.8760
Cost/1MOverallFoundationAuthDatabasesFunctionsStorageSitesMessagingRealtimeCLI
$2.00Input: $2.00/1M tokens
Output: $12.00/1M tokens		92.2%100%97.8%80%98.8%94.3%93%95%93.5%83%
Deterministic17/17 correct
AI-Judged100% average score