Gemini 3 Flash Preview vs GPT-5.5 Instant
Wins 7 of 8 areas
Agents · Reasoning · Facts · Images and charts · Math · Long documents · Following instructions
Wins 1 of 8 areas
Coding
Gemini 3 Flash Preview is the stronger all-rounder.GPT-5.5 Instant is better at coding.
Scores updated · 24 tests both models report · How we compare
Where each one wins
Tests won in each of the eight areas we test. Each piece is one test, so a longer bar means more evidence; grey means the two scored within a point of each other.
- ReasoningHard problems that need careful thinking30Gemini 3 Flash Preview3 of 3 tests
- AgentsCarrying out multi-step tasks on its own20Gemini 3 Flash Preview2 of 2 tests
- MathCompetition and research-level math20Gemini 3 Flash Preview2 of 2 tests
- FactsGetting facts right instead of making them up21Gemini 3 Flash Preview2 of 3 tests
- Images and chartsUnderstanding pictures, charts and video21Gemini 3 Flash Preview2 of 3 tests
- Long documentsFinding answers in very long texts10Gemini 3 Flash Preview1 of 1 test
- Following instructionsDoing exactly what it is asked10Gemini 3 Flash Preview1 of 1 test
- CodingWriting and fixing software12GPT-5.5 Instant2 of 3 tests
Long documents and following instructions 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.
Gemini 3 Flash Preview costs 90% less for the same work.
The biggest differences
The three tests each model wins by the widest margin. Scores are out of 100.
Where Gemini 3 Flash Preview pulls ahead
- Short factual questions, answered correctlySimpleQA Verified+28.8points ahead
- Unpublished advanced math problemsFrontierMath Tiers 1-3 (v2)+24.9points ahead
- Command-line tasks in a real terminalTerminal-Bench 2.1+23.2points ahead
Where GPT-5.5 Instant pulls ahead
- Avoids making up answers it doesn't knowAA-Omniscience · Non-hallucination+27.7points ahead
- Hard command-line tasks in a real terminalTerminal-Bench Hard+3.8points ahead
- Code for real scientific research problemsSciCode+1.9points ahead
Every test, side by side
All 24 tests both models report. The winning score is in its model's colour; marks a score checked independently.
CodingGPT-5.5 Instant
- Terminal-Bench 2.1Gemini 3 Flash Preview by 23.25834.8+23.2
- Terminal-Bench HardGPT-5.5 Instant by 3.838.642.4+3.8
- SciCodeGPT-5.5 Instant by 1.950.652.5+1.9
AgentsGemini 3 Flash Preview
- GDPValGemini 3 Flash Preview by 35.235.20+35.2
- τ-Bench V3 · BankingGemini 3 Flash Preview by 920.811.8+9
ReasoningGemini 3 Flash Preview
- Humanity's Last ExamGemini 3 Flash Preview by 1536.621.6+15
- CritPtGemini 3 Flash Preview by 68.62.6+6
- GPQA DiamondGemini 3 Flash Preview by 5.289.884.6+5.2
FactsGemini 3 Flash Preview
- SimpleQA VerifiedGemini 3 Flash Preview by 28.866.838+28.8
- AA-Omniscience · Non-hallucinationGPT-5.5 Instant by 27.7734.7+27.7
- AA-Omniscience · AccuracyGemini 3 Flash Preview by 7.153.446.3+7.1
Images and chartsGemini 3 Flash Preview
- MMMU-ProGemini 3 Flash Preview by 3.979.976+3.9
- LMArena · VisionGemini 3 Flash Preview by 35 rating points12851250+35 rating
- CharXiv (RQ)GPT-5.5 Instant by 1.380.381.6+1.3
MathGemini 3 Flash Preview
- FrontierMath Tiers 1-3 (v2)Gemini 3 Flash Preview by 24.951.226.3+24.9
- FrontierMath Tier 4Gemini 3 Flash Preview by 14.717.12.4+14.7
Long documentsGemini 3 Flash Preview
- AA-LCRGemini 3 Flash Preview by 11.77866.3+11.7
Following instructionsGemini 3 Flash Preview
- IFBenchGemini 3 Flash Preview by 6.57871.5+6.5
Other results6 tests, 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.
- τ²-Bench Telecom (AA run)Gemini 3 Flash Preview by 3180.449.4+31
- AA Agentic IndexGemini 3 Flash Preview by 30.549.719.2+30.5
- AIME 2025Gemini 3 Flash Preview by 18.599.781.2+18.5
- AA IntelligenceGemini 3 Flash Preview by 3.626.322.7+3.6
- Artificial Analysis Coding IndexGemini 3 Flash Preview by 3.242.639.4+3.2
- AA-OmniscienceGPT-5.5 Instant by 1.110.111.2+1.1
Questions people ask
Which is better, Gemini 3 Flash Preview or GPT-5.5 Instant?
Gemini 3 Flash Preview wins seven of the eight areas we test: agents, reasoning, facts, images and charts, math, long documents and following instructions. GPT-5.5 Instant wins coding.
Which is better for coding?
GPT-5.5 Instant. It wins 2 of the 3 coding tests both models report; Gemini 3 Flash Preview wins 1.
Which is cheaper?
Gemini 3 Flash Preview costs $0.50 per million input tokens and $3.00 per million output tokens; GPT-5.5 Instant costs $5.00 and $30.00. That makes Gemini 3 Flash Preview about 90% cheaper for the same work.
How do you compare the two?
We use the 24 benchmark tests both models have published scores on. The verdict counts the 18 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 6 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.