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Every score has a dated snapshot.

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  3. Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) vs OpenAI: o3 Mini

Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)

Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) vs OpenAI: o3 Mini benchmark

In this head-to-head showdown, Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) is more budget-friendly at $3/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Both Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) and OpenAI: o3 Mini present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Google
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)

Auto-discovered from OpenRouter (google/gemini-3.1-flash-image-preview). Preview until a second source matches.

$3/1M out
OpenAI
OpenAI: o3 Mini

Auto-discovered from OpenRouter (openai/o3-mini). Preview until a second source matches.

o3-miniElo 1,560$4.4/1M out

OpenAI: o3 Mini Thinking Depth & Cost Scaler

Simulate accuracy gains vs added response time & token cost

Mode: Medium (Standard)

Reasoning models “think before answering” by generating internal reasoning tokens. Higher effort improves math, coding, and logic accuracy, but increases response delay and token costs.

Thinking Delay
290 ms
Standard speed
Reasoning Depth
~1,500
Internal tokens
Cost / 1k Calls
$8.47
4.5× standard bill
Accuracy Boost
+4.5% accuracy
STEM & SWE-bench
Top Rival Showdowns for Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar Leader

Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)

$3 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

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 AdvantageOpenAI: o3 Mini 5/6
Head-to-Head Comparison

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) (2)vsOpenAI: o3 Mini (8)
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview): 2W (20%)Overall: OpenAI: o3 MiniOpenAI: o3 Mini: 8W (80%)
← Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)OpenAI: o3 Mini →
OpenAI: o3 Mini (5/5)

Intelligence & Reasoning

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

Preference Elo
—vs1,560
Coding Elo
—vs1,585
SWE-bench
—vs78.5%
LiveBench
—vs72.4%
GPQA Diamond
—vs87.2%
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview): 0WOpenAI: o3 Mini: 5W
OpenAI: o3 Mini (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
—vs92 tok/s
Time to first token
—vs290 ms
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview): 0WOpenAI: o3 Mini: 2W
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$3/1Mvs$4.4/1M
Input price
$0.5/1Mvs$1.1/1M
Context window
66kvs200k
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview): 2WOpenAI: o3 Mini: 1W

Side-by-Side Benchmark Matrix

Preference Elo
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)—
OpenAI: o3 Mini1,560
lmarena · Aug 17, 2026
Coding Elo
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)—
OpenAI: o3 Mini1,585
lmarena · Aug 17, 2026
LiveBench
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)—
OpenAI: o3 Mini72.4%
livebench · Aug 17, 2026
SWE-bench
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)—
OpenAI: o3 Mini78.5%
swebench · Aug 17, 2026
GPQA Diamond
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)—
OpenAI: o3 Mini87.2%
seed-bootstrap · Aug 1, 2026
Time to first token
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)—
OpenAI: o3 Mini290 ms
seed-bootstrap · Aug 1, 2026
Output speed
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)—
OpenAI: o3 Mini92 tok/s
seed-bootstrap · Aug 1, 2026
Input priceGoogle: Nano Banana 2 (Gemini 3.1 Flash Image Preview) (+$0.6/1M)
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)$0.5/1M
openrouter · Aug 17, 2026
OpenAI: o3 Mini$1.1/1M
openrouter · Aug 17, 2026
Output priceGoogle: Nano Banana 2 (Gemini 3.1 Flash Image Preview) (+$1.4/1M)
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)$3/1M
openrouter · Aug 17, 2026
OpenAI: o3 Mini$4.4/1M
openrouter · Aug 17, 2026
Context windowOpenAI: o3 Mini (+134k)
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)66k
openrouter · Aug 17, 2026
OpenAI: o3 Mini200k
openrouter · Aug 17, 2026
BenchmarkGoogle: Nano Banana 2 (Gemini 3.1 Flash Image Preview)OpenAI: o3 MiniAdvantage Delta
Preference Elo—
1,560
lmarena · Aug 17, 2026
—
Coding Elo—
1,585
lmarena · Aug 17, 2026
—
LiveBench—
72.4%
livebench · Aug 17, 2026
—
SWE-bench—
78.5%
swebench · Aug 17, 2026
—
GPQA Diamond—
87.2%
seed-bootstrap · Aug 1, 2026
—
Time to first token—
290 ms
seed-bootstrap · Aug 1, 2026
—
Output speed—
92 tok/s
seed-bootstrap · Aug 1, 2026
—
Input price
$0.5/1M
openrouter · Aug 17, 2026
$1.1/1M
openrouter · Aug 17, 2026
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) (+$0.6/1M)
Output price
$3/1M
openrouter · Aug 17, 2026
$4.4/1M
openrouter · Aug 17, 2026
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) (+$1.4/1M)
Context window
66k
openrouter · Aug 17, 2026
200k
openrouter · Aug 17, 2026
OpenAI: o3 Mini (+134k)
Interactive Simulator (USD)

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save up to 40% with Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)$62.50 / mo
In: $17.5Out: $45
OpenAI: o3 Mini$104.50 / mo
In: $38.5Out: $66
Estimated Cost Delta

Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) is estimated to save $42.00/month ($504/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview):Pick Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatGoogle: Nano Banana 2 (Gemini 3.1 Flash Image Preview)

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

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGOpenAI: o3 Mini

Larger window (200k).

Screenshots / visionOpenAI: o3 Mini

OpenAI: o3 Mini is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatGoogle: Nano Banana 2 (Gemini 3.1 Flash Image Preview)Lower output list price ($3/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGOpenAI: o3 MiniLarger window (200k).
Screenshots / visionOpenAI: o3 MiniOpenAI: o3 Mini is the side marked multimodal in the catalog.
Community Sentiment

Cast Your Matchup Vote

0 total votes

Community Discussions (0)

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Google

Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)

Elo n/a
LiveBench—
SWE-bench—
Speed—
Output cost$3/1M
OpenAI

OpenAI: o3 Mini

Elo 1,560
LiveBench72.4%
SWE-bench78.5%
Speed92 tok/s
Output cost$4.4/1M

Frequently Asked Questions

Which is better overall, Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) or OpenAI: o3 Mini?
We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) or OpenAI: o3 Mini?
SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) output tokens are $3/1M versus $4.4/1M. Input prices and retry rates still move the real bill.
Which is faster, Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) or OpenAI: o3 Mini?
We do not have TTFT for both models.
Which has the larger context window?
OpenAI: o3 Mini accepts 200k tokens versus 66k.
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. Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) and OpenAI: o3 Mini Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) matchups →|All OpenAI: o3 Mini matchups →
OpenAI: o3 Mini vs OpenAI o1-mini (previous gpt-mini)OpenAI: o3 Mini vs GPT-5 mini (next gpt-mini)GPT-5 vs OpenAI: o3 MiniGemini 3 Pro vs OpenAI: o3 MiniGemini 3 Flash vs OpenAI: o3 MiniGPT-4.5 Orion vs OpenAI: o3 Mini