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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

  1. Home
  2. Comparisons
  3. Gemini 3 Flash vs GPT-4o

Pairwise benchmark snapshot · Aug 16, 2026

Gemini 3 Flash vs GPT-4o benchmark

This page compares Gemini 3 Flash (Google) and GPT-4o (OpenAI) using the latest snapshots we have as of Aug 16, 2026. On preference Elo, Gemini 3 Flash is ahead by 160 points (1,495 vs 1,335; seed-bootstrap (Aug 1, 2026)). On SWE-bench coding, Gemini 3 Flash resolves 75.8% versus 54.8% (seed-bootstrap (Aug 1, 2026)). Gemini 3 Flash streams faster (190 tok/s) while Gemini 3 Flash is the cheaper output token ($3/1M). Gemini 3 Flash has the larger context window (1M tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.

Quick answer

Gemini 3 Flash vs GPT-4o is a dated snapshot, not a lab score. Gemini 3 Flash leads preference Elo (1,495 vs 1,335). Gemini 3 Flash leads SWE-bench coding. Gemini 3 Flash is the cheaper output token. Elo is crowd preference, not an exam. Pick the column that matches the job.
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Google

Gemini 3 Flash

Fast Google frontier-adjacent model. Near-top official SWE-bench at a fraction of Opus price.

Elo 1,495$3/1M out

OpenAI

GPT-4o

Previous OpenAI flagship. Still a common compare baseline on legacy pages.

Elo 1,335$10/1M out

Swap or Add Any Model to this Matchup

Instant pairwise benchmark recalculation across 400+ LLMs

Model A
Model B
Quick vs:vs Claude Opus 4.5vs Claude Opus 4.6vs Claude Sonnet 4.5vs Claude 3.7 Sonnet

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Gemini 3 Flash (10)vsGPT-4o (0)
Gemini 3 Flash: 10W (100%)Overall: Gemini 3 FlashGPT-4o: 0W (0%)
← Gemini 3 FlashGPT-4o →
Gemini 3 Flash (5/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Preference Elo
1,495vs1,335
Coding Elo
1,510vs—
SWE-bench
75.8%vs54.8%
LiveBench
66.8%vs54.2%
GPQA Diamond
78.4%vs73.2%
Gemini 3 Flash: 5WGPT-4o: 0W
Gemini 3 Flash (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
190 tok/svs110 tok/s
Time to first token
95 msvs180 ms
Gemini 3 Flash: 2WGPT-4o: 0W
Gemini 3 Flash (3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$3/1Mvs$10/1M
Input price
$0.5/1Mvs$2.5/1M
Context window
1Mvs128k
Gemini 3 Flash: 3WGPT-4o: 0W
Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect
Percentile 0–100
Dimensional AdvantageGemini 3 Flash 6/6
Preference Elo

Gemini 3 Flash

160 pts advantage

Throughput Speed

Gemini 3 Flash

80 tok/s faster

Price Efficiency

Gemini 3 Flash

$7.00/1M cheaper

Full Benchmark Score Matrix

—
Elo
High is better
+12%1,495
EloHigh is better
1,335
Code Elo
High is better
1,510
Code EloHigh is better
—
LiveBench
High is better
+23%66.8%
LiveBenchHigh is better
54.2%
SWE-bench
High is better
+38%75.8%
SWE-benchHigh is better
54.8%
GPQA
High is better
+7%78.4%
GPQAHigh is better
73.2%
TTFT
Low is better
+89%95 ms
TTFTLow is better
180 ms
Speed
High is better
+73%190 tok/s
SpeedHigh is better
110 tok/s
In $
Low is better
+400%$0.5/1M
In $Low is better
$2.5/1M
Out $
Low is better
+233%$3/1M
Out $Low is better
$10/1M
Context
High is better
+719%1M
ContextHigh is better
128k
Interactive Simulator

Workload Cost & Savings Calculator

Simulate monthly production API costs based on published $/1M tokens.

Save up to 74% with Gemini 3 Flash
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Gemini 3 Flash$62.50 / mo
In: $17.50Out: $45.00
GPT-4o$237.50 / mo
In: $87.50Out: $150.00
Estimated Cost Delta

Gemini 3 Flash is estimated to save $175.00/month ($2,100/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Gemini 3 Flash:Pick Gemini 3 Flash when repo-level coding accuracy is the constraint.
  • 2
    Gemini 3 Flash:Pick Gemini 3 Flash when time-to-first-token matters more than peak Elo.
  • 3
    Gemini 3 Flash:Pick Gemini 3 Flash for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsGemini 3 Flash

Higher SWE-bench (75.8%).

High-volume chatGemini 3 Flash

Lower output list price ($3/1M).

Voice / low-latency UIGemini 3 Flash

Lower TTFT (95 ms).

Long-document RAGGemini 3 Flash

Larger window (1M).

Screenshots / visionGemini 3 Flash

Both accept images. Defaulting to the higher-Elo side (Gemini 3 Flash).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsGemini 3 FlashHigher SWE-bench (75.8%).
High-volume chatGemini 3 FlashLower output list price ($3/1M).
Voice / low-latency UIGemini 3 FlashLower TTFT (95 ms).
Long-document RAGGemini 3 FlashLarger window (1M).
Screenshots / visionGemini 3 FlashBoth accept images. Defaulting to the higher-Elo side (Gemini 3 Flash).

Related Editorial Dispatches & Benchmark Notes

View all news
launchMar 16, 2026

Gemini 3 Flash: near-top official SWE-bench at a fraction of Opus

March 2026 speed SKU. Still a useful cheap-coding compare even after 3.6/3.7 Flash.

newsMay 13, 2024

GPT-4o stays as the 2024 compare anchor people still search

Deprecated for buying. Kept because “4o vs sonnet” is still a typed query.

Community Sentiment

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Google

Gemini 3 Flash

Elo 1,495
LiveBench66.8%
SWE-bench75.8%
Speed190 tok/s
Output cost$3/1M
OpenAI

GPT-4o

Elo 1,335
LiveBench54.2%
SWE-bench54.8%
Speed110 tok/s
Output cost$10/1M

Frequently Asked Questions

Which is better overall, Gemini 3 Flash or GPT-4o?
Gemini 3 Flash has the higher preference Elo in our latest snapshot (1,495). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Gemini 3 Flash or GPT-4o?
Gemini 3 Flash leads SWE-bench at 75.8% vs 54.8%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Gemini 3 Flash output tokens are $3/1M versus $10/1M. Input prices and retry rates still move the real bill.
Which is faster, Gemini 3 Flash or GPT-4o?
Gemini 3 Flash has the lower time-to-first-token (95 ms vs 180 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Gemini 3 Flash accepts 1M tokens versus 128k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. Gemini 3 Flash and GPT-4o Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Mar 16, 2026

    Gemini 3 Flash: near-top official SWE-bench at a fraction of Opus

  • news · May 13, 2024

    GPT-4o stays as the 2024 compare anchor people still search

Similar Head-to-Head Comparisons

All Gemini 3 Flash matchups →|All GPT-4o matchups →
Gemini 3 Flash vs Gemini 2.5 Flash (previous gemini-flash)Gemini 3 Flash vs Gemini 3.6 Flash (next gemini-flash)GPT-4o vs GPT-4 Turbo (previous gpt-flagship)GPT-4o vs OpenAI: o1 (next gpt-flagship)Gemini 2.0 Flash Thinking vs Gemini 3 FlashGemini 3.7 Flash vs Gemini 3 Flash