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Gemini

Gemini 3.1 Pro (Preview)

Google, United States178/191 correctLast updated May 7, 2026Website

Gemini 3.1 Pro (Preview) by Google achieved an overall score of 92.7% on Appwrite Arena, ranking #8 of 11 benchmarked models. The benchmark tests how well AI models understand Appwrite - the open-source backend platform for authentication, TablesDB, storage, functions, and more. This model answered 178 of 191 questions correctly across categories including Auth, TablesDB, Functions, Storage, and CLI. During the benchmark it consumed 1,305,699 tokens costing $4.4245, averaging 68.0 tokens per second over 44m 27s. Compare Gemini 3.1 Pro (Preview) with other LLMs on the Appwrite Arena leaderboard.

Total tokens
1,305,699Input: 1,124,393 Output: 181,306
Total duration
44m 27s
Avg speed
68.0 tok/s
Total cost
$ 4.4245
Cost/1MOverallFoundationAuthTablesDBFunctionsStorageSitesMessagingRealtimeCLI
$2.00Input: $2.00/1M tokens
Output: $12.00/1M tokens		92.7%99.2%97.8%82.4%100%93.8%83.5%95%88.8%94.6%
Deterministic17/17 correct
AI-Judged95% average score