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

Google: Gemini 3.5 Flash Lite (batch) vs Ideogram 4.0 (Quality) benchmark

Name: Google: Gemini 3.5 Flash Lite (batch) vs Ideogram 4.0 (Quality) AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

Comparing verified benchmark accuracy, speed, and token pricing between Google: Gemini 3.5 Flash Lite (batch) and Ideogram 4.0 (Quality). Review the complete breakdown below to determine which model best fits your performance and budget requirements.

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Executive Verdict Summary

Google: Gemini 3.5 Flash Lite (batch) holds empirical advantage (0 of 0 metrics)

Coding / SWESWE-bench

Google: Gemini 3.5 Flash Lite (batch)Top code solve rate

ReasoningGPQA / Live

Google: Gemini 3.5 Flash Lite (batch)Top logical accuracy

Best Value$/1M Tok

Google: Gemini 3.5 Flash Lite (batch)Lowest API billing cost

Speed / TokTok/Sec

Google: Gemini 3.5 Flash Lite (batch)Fastest stream rate

Google

Google: Gemini 3.5 Flash Lite (batch)

Auto-discovered from OpenRouter (google/gemini-3.5-flash-lite:batch). Preview until a second source matches.

Ideogram

Ideogram 4.0 (Quality)

Industry-leading typography, graphic design, and in-image text layout model with precise kerning and complex banner generation.

Img Elo 1,216$100/1k imgs

Top Rival Showdowns for Google: Gemini 3.5 Flash Lite (batch)

All Matchups

Compare vs:vs GPT Image 2 (High)vs Reve 2.1 vs FLUX.2 [max]vs Ideogram 4.0 Open Weights vs Recraft V4.1 Utility Pro

Image Quality Leader

No shared data

Single model data

Generation Speed Leader

No shared data

No latency data

Value per Dollar Leader

No shared data

Unpriced

Overall Matchup Breakdown

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

Google: Gemini 3.5 Flash Lite (batch) (0)vsIdeogram 4.0 (Quality) (5)

Google: Gemini 3.5 Flash Lite (batch): 0W (0%)Ideogram 4.0 (Quality): 5W (100%)

← Google: Gemini 3.5 Flash Lite (batch)Ideogram 4.0 (Quality) →

🏆Ideogram 4.0 (Quality) Leads(3/3)

Visual Quality & Adherence

Arena Preference Elo, prompt fidelity & typography score

Benchmark

Google: Gemini 3.5 Flash Lite (batch)vsIdeogram 4.0 (Quality)

Image Elo

—vs1,216

Prompt adherence

—vs91.5%

Text rendering

—vs96.5%

Google: Gemini 3.5 Flash Lite (batch): 0WIdeogram 4.0 (Quality): 3W

🏆Ideogram 4.0 (Quality) Leads(1/1)

Generation Latency

Time to render full-resolution image snapshot (seconds)

Benchmark

Google: Gemini 3.5 Flash Lite (batch)vsIdeogram 4.0 (Quality)

Generation time

—vs5s

Google: Gemini 3.5 Flash Lite (batch): 0WIdeogram 4.0 (Quality): 1W

🏆Ideogram 4.0 (Quality) Leads(1/1)

Cost Efficiency

API inference cost per 1,000 generated images

Benchmark

Google: Gemini 3.5 Flash Lite (batch)vsIdeogram 4.0 (Quality)

Price per 1k images

—vs$100/1k

Google: Gemini 3.5 Flash Lite (batch): 0WIdeogram 4.0 (Quality): 1W

Side-by-Side Benchmark Matrix

Google: Gemini 3.5 Flash Lite (batch)Ideogram 4.0 (Quality)

Image Elo

Google: Gemini 3.5 Flash Lite (batch)—

Ideogram 4.0 (Quality)1,216

Generation time

Google: Gemini 3.5 Flash Lite (batch)—

Ideogram 4.0 (Quality)5s

Price per 1k images

Google: Gemini 3.5 Flash Lite (batch)—

Ideogram 4.0 (Quality)$100/1k

Prompt adherence

Google: Gemini 3.5 Flash Lite (batch)—

Ideogram 4.0 (Quality)91.5%

Text rendering

Google: Gemini 3.5 Flash Lite (batch)—

Ideogram 4.0 (Quality)96.5%

Benchmark	Google: Gemini 3.5 Flash Lite (batch)	Ideogram 4.0 (Quality)	Advantage Delta
Image Elo	—	1,216 seed-bootstrap · Aug 1, 2026	—
Generation time	—	5s seed-bootstrap · Aug 1, 2026	—
Price per 1k images	—	$100/1k seed-bootstrap · Aug 1, 2026	—
Prompt adherence	—	91.5% seed-bootstrap · Aug 1, 2026	—
Text rendering	—	96.5% seed-bootstrap · Aug 1, 2026	—

Workload Cost & Savings Calculator

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

Save 100% with Google: Gemini 3.5 Flash Lite (batch)

Monthly Image Production Volume25k images / month (25000 imgs)

Quick Presets:

Google: Gemini 3.5 Flash Lite (batch)$0.00 / mo

Rate: $0/1k

Ideogram 4.0 (Quality)$2,500.00 / mo

Rate: $100/1k

Estimated Cost Delta

Google: Gemini 3.5 Flash Lite (batch) is estimated to save $2,500.00/month ($30,000/year).

Based on 25k images generated

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatinsufficient data

Need list prices.

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGinsufficient data

Need context sizes.

Screenshots / visionIdeogram 4.0 (Quality)

Ideogram 4.0 (Quality) is the side marked multimodal in the catalog.

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	insufficient data	Need SWE-bench on both sides.
High-volume chat	insufficient data	Need list prices.
Voice / low-latency UI	insufficient data	Need TTFT on both sides.
Long-document RAG	insufficient data	Need context sizes.
Screenshots / vision	Ideogram 4.0 (Quality)	Ideogram 4.0 (Quality) is the side marked multimodal in the catalog.

Cast Your Matchup Vote

0 total votes

Community Discussions (0)

No comments posted on this matchup yet. Be the first to share an evaluation note!

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK

Google

Google: Gemini 3.5 Flash Lite (batch)

Elo n/a

SWE-bench—

Speed (tok/s)1M

Input / 1M Tokens$0.15/1M

Output / 1M Tokens$1.25/1M

Ideogram

Ideogram 4.0 (Quality)

Elo n/a

SWE-bench—

Speed (tok/s)—

Input / 1M Tokens$100/1k

Output / 1M Tokens$100/1k

Frequently Asked Questions

Which is better overall, Google: Gemini 3.5 Flash Lite (batch) or Ideogram 4.0 (Quality)?: 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: Gemini 3.5 Flash Lite (batch) or Ideogram 4.0 (Quality)?: 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?: List prices are missing for at least one model.
Which is faster, Google: Gemini 3.5 Flash Lite (batch) or Ideogram 4.0 (Quality)?: We do not have TTFT for both models.
Which has the larger context window?: Context window is missing for at least one model.
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: Gemini 3.5 Flash Lite (batch) and Ideogram 4.0 (Quality) Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Google: Gemini 3.5 Flash Lite (batch) matchups →|All Ideogram 4.0 (Quality) matchups →

Ideogram 4.0 (Quality) vs Ideogram 4.0 Open Weights (next ideogram)Nano Banana Pro (Gemini 3 Pro Image) vs Ideogram 4.0 (Quality)Nano Banana 2 (Gemini 3.1 Flash Image) vs Ideogram 4.0 (Quality)Nano Banana 2 Lite vs Ideogram 4.0 (Quality)GPT Image 2 (High) vs Ideogram 4.0 (Quality)Reve 2.1 vs Ideogram 4.0 (Quality)

Side-by-Side Benchmark Matrix

Google: Gemini 3.5 Flash Lite (batch)Ideogram 4.0 (Quality)

Image Elo

Google: Gemini 3.5 Flash Lite (batch)—

Ideogram 4.0 (Quality)1,216

Generation time

Google: Gemini 3.5 Flash Lite (batch)—

Ideogram 4.0 (Quality)5s

Price per 1k images

Google: Gemini 3.5 Flash Lite (batch)—

Ideogram 4.0 (Quality)$100/1k

Prompt adherence

Google: Gemini 3.5 Flash Lite (batch)—

Ideogram 4.0 (Quality)91.5%

Text rendering

Google: Gemini 3.5 Flash Lite (batch)—

Ideogram 4.0 (Quality)96.5%

Benchmark	Google: Gemini 3.5 Flash Lite (batch)	Ideogram 4.0 (Quality)	Advantage Delta
Image Elo	—	1,216 seed-bootstrap · Aug 1, 2026	—
Generation time	—	5s seed-bootstrap · Aug 1, 2026	—
Price per 1k images	—	$100/1k seed-bootstrap · Aug 1, 2026	—
Prompt adherence	—	91.5% seed-bootstrap · Aug 1, 2026	—
Text rendering	—	96.5% seed-bootstrap · Aug 1, 2026	—

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatinsufficient data

Need list prices.

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGinsufficient data

Need context sizes.

Screenshots / visionIdeogram 4.0 (Quality)

Ideogram 4.0 (Quality) is the side marked multimodal in the catalog.

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	insufficient data	Need SWE-bench on both sides.
High-volume chat	insufficient data	Need list prices.
Voice / low-latency UI	insufficient data	Need TTFT on both sides.
Long-document RAG	insufficient data	Need context sizes.
Screenshots / vision	Ideogram 4.0 (Quality)	Ideogram 4.0 (Quality) is the side marked multimodal in the catalog.

Frequently Asked Questions

Which is better overall, Google: Gemini 3.5 Flash Lite (batch) or Ideogram 4.0 (Quality)?

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: Gemini 3.5 Flash Lite (batch) or Ideogram 4.0 (Quality)?

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?

List prices are missing for at least one model.

Which is faster, Google: Gemini 3.5 Flash Lite (batch) or Ideogram 4.0 (Quality)?

We do not have TTFT for both models.

Which has the larger context window?

Context window is missing for at least one model.

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: Gemini 3.5 Flash Lite (batch) and Ideogram 4.0 (Quality) Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.