Seed 2.0 wins more areas, narrowly.Gemini 3 Pro is better at reasoning.
Scores updated · 6 tests both models report · How we compare
Where each one wins
Tests won in each of the four areas where both have results. Each piece is one test, so a longer bar means more evidence; grey means the two scored within a point of each other.
Agents, reasoning and math rest on a single test each.
What it costs
Prices per million tokens, roughly 750,000 words. The bars show the cost of a million tokens read plus a million written.
Seed 2.0 costs 75% less for the same work.
The biggest differences
The tests each model wins by the widest margin, up to three each. Scores are out of 100.
Where Seed 2.0 pulls ahead
- Finds hard-to-locate facts by browsing the webBrowseComp+18.1points ahead
- US invitational high-school math exam problemsAIME 2026+2.5points ahead
Where Gemini 3 Pro pulls ahead
- Graduate-level biology, physics and chemistry questionsGPQA Diamond+1.9points ahead
Every test, side by side
All 6 tests both models report. The winning score is in its model's colour; marks a score checked independently.
Other results1 test, not counted
Tests outside the eight areas. They are not counted above: several are summary scores built from other tests, or the same test under another name.
- AIME 2025Gemini 3 Pro by 1.710098.3+1.7
Questions people ask
Which is better, Gemini 3 Pro or Seed 2.0?
Seed 2.0 wins two of the four areas where both have results: agents and math. Gemini 3 Pro wins reasoning. They are level on coding.
Which is better for coding?
Neither. All 2 coding tests both models report are ties.
Which is cheaper?
Gemini 3 Pro costs $2.00 per million input tokens and $12.00 per million output tokens; Seed 2.0 costs $0.50 and $3.00. That makes Seed 2.0 about 75% cheaper for the same work.
How do you compare the two?
We use the 6 benchmark tests both models have published scores on. The verdict counts the 5 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 1 are listed but not counted, because several are summary scores or repeat a test. Each score is the one shown on the model's own page.