Best Alternatives to Gemma 4 31B (batch) (2026)
Looking for an alternative to Gemma 4 31B (batch) by Google? Here are the top 10 alternatives ranked by our composite scoring system across benchmarks, community sentiment, pricing, and adoption data.
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by Google
by Google
by Google
By our composite score, the top-ranked alternative is Muse Spark 1.2 Contributor by meta at 90 (+10 vs Gemma 4 31B (batch)'s 81). Of the 10 alternatives here, 10 score higher than Gemma 4 31B (batch), and Muse Spark 1.2 Contributor offers a 1.0M context.
Among the priced alternatives, Muse Spark 1.2 Contributor has the lowest output cost at $0.20 per million tokens (79% cheaper than Gemma 4 31B (batch)).
Grok 4.20 has the largest context window among these alternatives at 2M tokens, suited to long documents and large codebases.
Why Consider Alternatives to Gemma 4 31B (batch)?
Among the 10 closest llm alternatives to Gemma 4 31B (batch) (composite score 81), 10 score higher, led by Muse Spark 1.2 Contributor at 90. 1 cost less per token, and the lowest-priced is Muse Spark 1.2 Contributor at $0.20 per million output tokens. Each card below breaks down how the alternative differs from Gemma 4 31B (batch) 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.