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Every score has a dated snapshot.

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  3. Claude 3.5 Haiku vs Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)

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

Claude 3.5 Haiku vs Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) benchmark

In this head-to-head showdown, Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is more budget-friendly at $1.5/1M 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: Choose Claude 3.5 Haiku if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Executive Verdict Summary

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

Coding / SWESWE-bench
Claude 3.5 HaikuTop code solve rate
ReasoningGPQA / Live
Claude 3.5 HaikuTop logical accuracy
Best Value$/1M Tok
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)Lowest API billing cost
Speed / TokTok/Sec
Claude 3.5 HaikuFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

Claude 3.5 Haiku (1)Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) (2)
Claude 3.5 Haiku
1 of 3 Wins
✓Context window
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
2 of 3 Wins
✓Input price✓Output price
Anthropic
Leads 1 of 3
Claude 3.5 Haiku

Previous cheap Claude. Haiku 4.5 is the current $1/$5 SKU.

Elo 1,224In: $0.8 · Out: $4/1M
Google
Leads 2 of 3
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)

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

In: $0.25 · Out: $1.5/1M
Top Rival Showdowns for Claude 3.5 Haiku
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs 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 Lite (Gemini 3.1 Flash Lite Image) Wins

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

$1.5 / 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.

Claude 3.5 Haiku (7)vsGoogle: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) (2)
Claude 3.5 Haiku: 7W (78%)Overall: Claude 3.5 HaikuGoogle: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image): 2W (22%)
← Claude 3.5 HaikuGoogle: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) →
🏆Claude 3.5 Haiku Leads(4/5)

Intelligence & Reasoning

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

Benchmark
Claude 3.5 HaikuvsGoogle: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
Preference Elo
1,224vs—
Coding Elo
—vs—
SWE-bench
36.2%vs—
LiveBench
44.8%vs—
GPQA Diamond
54.1%vs—
Claude 3.5 Haiku: 4WGoogle: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image): 0W
🏆Claude 3.5 Haiku Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude 3.5 HaikuvsGoogle: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
Output speed
140 tok/svs—
Time to first token
110 msvs—
Claude 3.5 Haiku: 2WGoogle: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image): 0W
🏆Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Claude 3.5 HaikuvsGoogle: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
Output price
$4/1Mvs$1.5/1M+$2.5/1M
Input price
$0.8/1Mvs$0.25/1M+$0.55/1M
Context window
200kvs66k+134k
Claude 3.5 Haiku: 1WGoogle: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image): 2W

Side-by-Side Benchmark Matrix

Claude 3.5 HaikuGoogle: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
Preference Elo
Claude 3.5 Haiku1,224
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)—
LiveBench
Claude 3.5 Haiku44.8%
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)—
SWE-bench
Claude 3.5 Haiku36.2%
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)—
GPQA Diamond
Claude 3.5 Haiku54.1%
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)—
Time to first token
Claude 3.5 Haiku110 ms
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)—
Output speed
Claude 3.5 Haiku140 tok/s
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)—
Input priceGoogle: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) +$0.55/1M
Claude 3.5 Haiku$0.8/1M
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)$0.25/1M
Output priceGoogle: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) +$2.5/1M
Claude 3.5 Haiku$4/1M
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)$1.5/1M
Context windowClaude 3.5 Haiku +134k
Claude 3.5 Haiku200k
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)66k
BenchmarkClaude 3.5 HaikuGoogle: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)Advantage Delta
Preference Elo
1,224
lmarena · Aug 17, 2026
——
LiveBench
44.8%
livebench · Aug 17, 2026
——
SWE-bench
36.2%
swebench · Aug 17, 2026
——
GPQA Diamond
54.1%
seed-bootstrap · Aug 1, 2026
——
Time to first token
110 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
140 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$0.8/1M
seed-bootstrap · Aug 1, 2026
$0.25/1M
openrouter · Aug 17, 2026
+$0.55/1M
Output price
$4/1M
seed-bootstrap · Aug 1, 2026
$1.5/1M
openrouter · Aug 17, 2026
+$2.5/1M
Context window
200k
seed-bootstrap · Aug 1, 2026
66k
openrouter · Aug 17, 2026
+134k

Workload Cost & Savings Calculator

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

Save 64% with Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Claude 3.5 Haiku$88.00 / mo
In: $28Out: $60
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)$31.25 / mo
In: $8.75Out: $22.5
Estimated Cost Delta

Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is estimated to save $56.75/month ($681/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image):Pick Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) 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 Lite (Gemini 3.1 Flash Lite Image)

Lower output list price ($1.5/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGClaude 3.5 Haiku

Larger window (200k).

Screenshots / visionClaude 3.5 Haiku

Claude 3.5 Haiku 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 Lite (Gemini 3.1 Flash Lite Image)Lower output list price ($1.5/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGClaude 3.5 HaikuLarger window (200k).
Screenshots / visionClaude 3.5 HaikuClaude 3.5 Haiku is the side marked multimodal in the catalog.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Anthropic

Claude 3.5 Haiku

Elo 1,224
SWE-bench36.2%
Speed (tok/s)140 tok/s
Input / 1M Tokens$0.8/1M
Output / 1M Tokens$4/1M
Google

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

Elo n/a
SWE-bench—
Speed (tok/s)66k
Input / 1M Tokens$0.25/1M
Output / 1M Tokens$1.5/1M

Frequently Asked Questions

Which is better overall, Claude 3.5 Haiku or Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)?
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, Claude 3.5 Haiku or Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)?
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 Lite (Gemini 3.1 Flash Lite Image) output tokens are $1.5/1M versus $4/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude 3.5 Haiku or Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)?
We do not have TTFT for both models.
Which has the larger context window?
Claude 3.5 Haiku 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. Claude 3.5 Haiku and Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Claude 3.5 Haiku matchups →|All Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) matchups →
Claude 3.5 Haiku vs Claude Haiku 4.5 (next haiku)Claude Opus 4.5 vs Claude 3.5 HaikuClaude Opus 4.6 vs Claude 3.5 HaikuClaude Sonnet 4.5 vs Claude 3.5 HaikuGemini 3 Pro vs Claude 3.5 HaikuGemini 3 Flash vs Claude 3.5 Haiku