Best Alternatives to Gemini 3.1 Pro Preview (2026)
Looking for an alternative to Gemini 3.1 Pro Preview by Google? Here are the top 10 alternatives ranked by our composite scoring system across benchmarks, community sentiment, pricing, and adoption data.
Score
By our composite score, the top-ranked alternative is Muse Spark 1.3 Contributor by meta at 90 (-2 vs Gemini 3.1 Pro Preview's 92). Of the 10 alternatives here, 0 score higher than Gemini 3.1 Pro Preview.
Among the priced alternatives, Muse Spark 1.3 Contributor has the lowest output cost at $0.20 per million tokens (98% cheaper than Gemini 3.1 Pro Preview).
GPT-6 Luna Pro (batch) has the largest context window among these alternatives at 1.1M tokens, suited to long documents and large codebases.
Why Consider Alternatives to Gemini 3.1 Pro Preview?
Among the 10 closest llm alternatives to Gemini 3.1 Pro Preview (composite score 92), 0 score higher. 10 cost less per token, and the lowest-priced is Muse Spark 1.3 Contributor at $0.20 per million output tokens. Each card below breaks down how the alternative differs from Gemini 3.1 Pro Preview on price, context window, and capabilities.
Our rankings evaluate each model across multiple signals updated hourly, so you can be confident these recommendations reflect the latest performance data. Browse the full LLM rankings or use our pricing comparison tool to find the best fit for your budget.