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Gemini

Gemini 3.1 Pro (Preview)

Google, United States179/191 correctLast updated May 20, 2026Website

Gemini 3.1 Pro (Preview) by Google achieved an overall score of 92.7% on Appwrite Arena, ranking #9 of 12 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 179 of 191 questions correctly across categories including Auth, TablesDB, Functions, Storage, and CLI. During the benchmark it consumed 1,314,207 tokens costing $4.4436, averaging 67.9 tokens per second over 44m 33s. Compare Gemini 3.1 Pro (Preview) with other LLMs on the Appwrite Arena leaderboard.

Total tokens
1,314,207Input: 1,132,691 Output: 181,516
Total duration
44m 33s
Avg speed
67.9 tok/s
Total cost
$ 4.4436
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%94.8%
Deterministic17/17 correct
AI-Judged95% average score