Gemini 2.0 Flash vs Gemini 3 Pro
Side-by-side benchmark comparison across coding, math, reasoning, speed, and pricing.
Gemini 3 Pro by Google wins on 10 of 15 benchmarks against Gemini 2.0 Flash by Google, which leads on 5. This head-to-head comparison covers coding, math, reasoning, speed, and pricing metrics from our benchmark data.
Category-by-Category Breakdown
General Intelligence: In general intelligence, Gemini 3 Pro scores 1492 on Chatbot Arena ELO compared to Gemini 2.0 Flash's 1240, while Gemini 3 Pro scores 89.8% on MMLU-Pro compared to Gemini 2.0 Flash's 66.0%, while Gemini 3 Pro scores 91.0% on IFEval compared to Gemini 2.0 Flash's 86.6%.
Coding: In coding, Gemini 3 Pro scores 91.0% on HumanEval+ compared to Gemini 2.0 Flash's 76.0%, while Gemini 3 Pro scores 65.0% on SWE-bench Verified compared to Gemini 2.0 Flash's 28.0%, while Gemini 3 Pro scores 72.0% on LiveCodeBench compared to Gemini 2.0 Flash's 32.0%.
Math: In math, Gemini 3 Pro scores 92.0% on MATH compared to Gemini 2.0 Flash's 68.0%, while Gemini 3 Pro scores 97.5% on GSM8K compared to Gemini 2.0 Flash's 86.0%.
Reasoning: In reasoning, Gemini 3 Pro scores 91.9% on GPQA Diamond compared to Gemini 2.0 Flash's 38.0%, while Gemini 3 Pro scores 54.0% on ARC-AGI compared to Gemini 2.0 Flash's 18.0%.
Context: In context, Gemini 2.0 Flash scores 1.0M on Context Length compared to Gemini 3 Pro's 1.0M.
Pricing Comparison
Gemini 2.0 Flash costs $0.10/1M input tokens and $0.40/1M output tokens, while Gemini 3 Pro costs $2.0/1M input and $12.0/1M output. Gemini 2.0 Flash is the more affordable option for API usage.
Speed Comparison
Gemini 2.0 Flash generates output at 220 tok/s compared to Gemini 3 Pro's 60 tok/s, and the time to first token is 85 ms for Gemini 2.0 Flash versus 450 ms for Gemini 3 Pro. Gemini 2.0 Flash delivers faster throughput.
Verdict
For developers prioritizing affordability and speed, Gemini 2.0 Flash has the edge. For those who value coding and general intelligence and math, Gemini 3 Pro is the stronger choice.
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Gemini 2.0 Flash vs Gemini 3 Pro — FAQ
Which is better, Gemini 2.0 Flash or Gemini 3 Pro?
Gemini 3 Pro wins on more benchmarks overall (10 vs 5). However, the best choice depends on your specific needs — each model excels in different areas.
How does Gemini 2.0 Flash compare to Gemini 3 Pro for coding?
Gemini 3 Pro is better for coding, scoring 65.0% on SWE-bench Verified compared to 28.0%. SWE-bench tests real-world software engineering by resolving actual GitHub issues.
Is Gemini 2.0 Flash cheaper than Gemini 3 Pro?
Yes, Gemini 2.0 Flash is cheaper. Gemini 2.0 Flash costs $0.10/1M input and $0.40/1M output tokens. Gemini 3 Pro costs $2.0/1M input and $12.0/1M output tokens.
Which is faster, Gemini 2.0 Flash or Gemini 3 Pro?
Gemini 2.0 Flash is faster, generating output at 220 tok/s compared to 60 tok/s. Faster output speed means shorter wait times for API responses.
What benchmarks does the Gemini 2.0 Flash vs Gemini 3 Pro comparison cover?
This comparison covers 15 benchmarks including Chatbot Arena ELO, MMLU-Pro, HumanEval+, IFEval, MATH, GPQA Diamond, SWE-bench Verified, Output Speed, and more. Metrics span general intelligence, coding, math, reasoning, speed, and cost categories.