Best Google Models for SQL & Data Analysis
The best Google model for SQL and data analysis is Gemini 3.5 Flash, with a 70.1 Coding Index and structured-output support for valid, parseable queries. Gemini 3.6 Flash (69.2) and Gemini 3.1 Pro Preview (68.8) round out the top three.
The best AI models for writing SQL, analyzing data and powering analytics workflows — ranked by the Artificial Analysis Coding Index among models with structured-output support, so query generation comes back as valid, parseable SQL and JSON.
- 1
gemini-3.5-flashReasoningToolsJSON+250.2 intel · $1.50/M · 1.0M ctx70.1Coding - 2gemini-3.6-flashReasoningToolsJSON+250.1 intel · $1.50/M · 1.0M ctx69.2Coding
- 3gemini-3.1-pro-previewReasoningToolsJSON+246.5 intel · $2.00/M · 1.0M ctx68.8Coding
- 4gemini-3.5-flash-liteReasoningToolsJSON+236.5 intel · $0.300/M · 1.0M ctx49.3Coding
- 5gemini-3.1-flash-liteReasoningToolsJSON+225.0 intel · $0.250/M · 1.0M ctx34.7Coding
- 6gemini-3.1-flash-lite-previewReasoningToolsJSON+225.0 intel · $0.250/M · 1.0M ctx34.7Coding
- 7gemini-2.5-proReasoningToolsJSON+225.8 intel · $1.25/M · 1.0M ctx33.3Coding
Frequently asked
Which Google model writes the best SQL?
The best Google model for SQL and data analysis is Gemini 3.5 Flash, with a 70.1 Coding Index and structured-output support for valid, parseable queries. Gemini 3.6 Flash (69.2) and Gemini 3.1 Pro Preview (68.8) round out the top three.
What's a good alternative to Gemini 3.5 Flash?
Gemini 3.6 Flash (69.2) is the closest alternative on this metric, followed by Gemini 3.1 Pro Preview (68.8). See the full ranking above for the tradeoffs.
How many Google models are there?
modelgrep tracks 30 Google models with live benchmarks, speed, latency and per-provider pricing, led on intelligence by Gemini 3.5 Flash. 7 of them qualify for this ranking.