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  3. Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) vs Grok 3

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

Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) vs Grok 3 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 Grok 3 present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Executive Verdict Summary

Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) holds empirical advantage (2 of 3 metrics)

Coding / SWESWE-bench
Grok 3Top code solve rate
ReasoningGPQA / Live
Grok 3Top logical accuracy
Best Value$/1M Tok
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)Lowest API billing cost
Speed / TokTok/Sec
Grok 3Fastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) (2)Grok 3 (1)
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)
2 of 3 Wins
✓Input price✓Output price
Grok 3
1 of 3 Wins
✓Context window
Google
Leads 2 of 3
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.

In: $0.5 · Out: $3/1M
xAI
Leads 1 of 3
Grok 3

Previous xAI generation before Grok 4. Kept for grok 3 vs grok 4.

Elo 1,405In: $3 · Out: $15/1M
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 LeaderGoogle: Nano Banana 2 (Gemini 3.1 Flash Image Preview) Wins

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.

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

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

Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) (2)vsGrok 3 (7)
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview): 2W (22%)Overall: Grok 3Grok 3: 7W (78%)
← Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)Grok 3 →
🏆Grok 3 Leads(4/5)

Intelligence & Reasoning

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

Benchmark
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)vsGrok 3
Preference Elo
—vs1,405
Coding Elo
—vs—
SWE-bench
—vs51.4%
LiveBench
—vs60.2%
GPQA Diamond
—vs74.2%
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview): 0WGrok 3: 4W
🏆Grok 3 Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)vsGrok 3
Output speed
—vs88 tok/s
Time to first token
—vs250 ms
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview): 0WGrok 3: 2W
🏆Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)vsGrok 3
Output price
$3/1Mvs$15/1M+$12/1M
Input price
$0.5/1Mvs$3/1M+$2.5/1M
Context window
66kvs131k+66k
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview): 2WGrok 3: 1W

Side-by-Side Benchmark Matrix

Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)Grok 3
Preference Elo
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)—
Grok 31,405
LiveBench
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)—
Grok 360.2%
SWE-bench
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)—
Grok 351.4%
GPQA Diamond
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)—
Grok 374.2%
Time to first token
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)—
Grok 3250 ms
Output speed
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)—
Grok 388 tok/s
Input priceGoogle: Nano Banana 2 (Gemini 3.1 Flash Image Preview) +$2.5/1M
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)$0.5/1M
Grok 3$3/1M
Output priceGoogle: Nano Banana 2 (Gemini 3.1 Flash Image Preview) +$12/1M
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)$3/1M
Grok 3$15/1M
Context windowGrok 3 +66k
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)66k
Grok 3131k
BenchmarkGoogle: Nano Banana 2 (Gemini 3.1 Flash Image Preview)Grok 3Advantage Delta
Preference Elo—
1,405
lmarena · Aug 17, 2026
—
LiveBench—
60.2%
livebench · Aug 17, 2026
—
SWE-bench—
51.4%
swebench · Aug 17, 2026
—
GPQA Diamond—
74.2%
seed-bootstrap · Aug 1, 2026
—
Time to first token—
250 ms
seed-bootstrap · Aug 1, 2026
—
Output speed—
88 tok/s
seed-bootstrap · Aug 1, 2026
—
Input price
$0.5/1M
openrouter · Aug 17, 2026
$3/1M
seed-bootstrap · Aug 1, 2026
+$2.5/1M
Output price
$3/1M
openrouter · Aug 17, 2026
$15/1M
seed-bootstrap · Aug 1, 2026
+$12/1M
Context window
66k
openrouter · Aug 17, 2026
131k
seed-bootstrap · Aug 1, 2026
+66k

Workload Cost & Savings Calculator

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

Save 81% 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
Grok 3$330.00 / mo
In: $105Out: $225
Estimated Cost Delta

Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) is estimated to save $267.50/month ($3,210/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 RAGGrok 3

Larger window (131k).

Screenshots / visionGrok 3

Grok 3 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 RAGGrok 3Larger window (131k).
Screenshots / visionGrok 3Grok 3 is the side marked multimodal in the catalog.

Cast Your Matchup Vote

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Google

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

Elo n/a
SWE-bench—
Speed (tok/s)66k
Input / 1M Tokens$0.5/1M
Output / 1M Tokens$3/1M
xAI

Grok 3

Elo 1,405
SWE-bench51.4%
Speed (tok/s)88 tok/s
Input / 1M Tokens$3/1M
Output / 1M Tokens$15/1M

Frequently Asked Questions

Which is better overall, Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) or Grok 3?
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 Grok 3?
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 $15/1M. Input prices and retry rates still move the real bill.
Which is faster, Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) or Grok 3?
We do not have TTFT for both models.
Which has the larger context window?
Grok 3 accepts 131k 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 Grok 3 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 Grok 3 matchups →
Grok 3 vs Grok 4 (next grok)Gemini 3 Pro vs Grok 3Gemini 3 Flash vs Grok 3Grok 4.6 vs Grok 3Gemini 2.0 Flash Thinking vs Grok 3Gemini 3.6 Pro vs Grok 3