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Gemma 4 31B SDFT Heretic RP vs Step 3.5 Flash

Step 3.5 Flash is cheaper on output tokens. Choose Gemma 4 31B SDFT Heretic RP or Step 3.5 Flash based on the trade-off between cost, context, and the benchmarks that matter for your use case.

SpecGemma 4 31B SDFT Heretic RPStep 3.5 Flash
ProviderNanoGPTStepFun
Input / 1M tokens$0.31$0.10
Output / 1M tokens$0.31$0.30
Context window262K262K
Parameters——
Open weightsYesYes
ReleasedMay 2026Jan 2026
LMArena (Chatbot Arena) Elo score—1403

FAQ

Is Gemma 4 31B SDFT Heretic RP or Step 3.5 Flash cheaper?

Step 3.5 Flash is cheaper on output tokens ($0.30 vs $0.31 per 1M).

Which has the larger context window, Gemma 4 31B SDFT Heretic RP or Step 3.5 Flash?

Both models offer a similar context window.

Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.