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

Ideogram 4.0 (Quality) vs Thinking Machines: Inkling benchmark

Name: Ideogram 4.0 (Quality) vs Thinking Machines: Inkling AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

Comparing verified benchmark accuracy, speed, and token pricing between Ideogram 4.0 (Quality) and Thinking Machines: Inkling. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Share Analysis:

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

thinkingmachines

Thinking Machines: Inkling

Auto-discovered from OpenRouter (thinkingmachines/inkling). Preview until a second source matches.

Top Rival Showdowns for Ideogram 4.0 (Quality)

All Matchups

Compare vs:vs GPT Image 2 (High)vs Reve 2.1 vs Nano Banana Pro (Gemini 3 Pro Image)vs FLUX.2 [max]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

Head-to-Head Comparison

Overall Matchup Breakdown

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

Ideogram 4.0 (Quality) (5)vsThinking Machines: Inkling (0)

Ideogram 4.0 (Quality): 5W (100%)Overall: Ideogram 4.0 (Quality)Thinking Machines: Inkling: 0W (0%)

← Ideogram 4.0 (Quality)Thinking Machines: Inkling →

🏆Ideogram 4.0 (Quality)(3/3)

Visual Quality & Adherence

Arena Preference Elo, prompt fidelity & typography score

Benchmark

Ideogram 4.0 (Quality)vsThinking Machines: Inkling

Image Elo

1,216vs—

Prompt adherence

91.5%vs—

Text rendering

96.5%vs—

Ideogram 4.0 (Quality): 3WThinking Machines: Inkling: 0W

🏆Ideogram 4.0 (Quality)(1/1)

Generation Latency

Time to render full-resolution image snapshot (seconds)

Benchmark

Ideogram 4.0 (Quality)vsThinking Machines: Inkling

Generation time

5svs—

Ideogram 4.0 (Quality): 1WThinking Machines: Inkling: 0W

🏆Ideogram 4.0 (Quality)(1/1)

Cost Efficiency

API inference cost per 1,000 generated images

Benchmark

Ideogram 4.0 (Quality)vsThinking Machines: Inkling

Price per 1k images

$100/1kvs—

Ideogram 4.0 (Quality): 1WThinking Machines: Inkling: 0W

Side-by-Side Benchmark Matrix

Image Elo

Ideogram 4.0 (Quality)1,216

seed-bootstrap · Aug 1, 2026

Thinking Machines: Inkling—

Generation time

Ideogram 4.0 (Quality)5s

seed-bootstrap · Aug 1, 2026

Thinking Machines: Inkling—

Price per 1k images

Ideogram 4.0 (Quality)$100/1k

seed-bootstrap · Aug 1, 2026

Thinking Machines: Inkling—

Prompt adherence

Ideogram 4.0 (Quality)91.5%

seed-bootstrap · Aug 1, 2026

Thinking Machines: Inkling—

Text rendering

Ideogram 4.0 (Quality)96.5%

seed-bootstrap · Aug 1, 2026

Thinking Machines: Inkling—

Benchmark	Ideogram 4.0 (Quality)	Thinking Machines: Inkling	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	—	—

Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 100% with Thinking Machines: Inkling

Monthly Image Production Volume25k images / month (25000 imgs)

Quick Presets:

Ideogram 4.0 (Quality)$2,500.00 / mo

Rate: $100/1k

Thinking Machines: Inkling$0.00 / mo

Rate: $0/1k

Estimated Cost Delta

Thinking Machines: Inkling 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.

Community Sentiment

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!

Social Share Card Preview

Dynamic OpenGraph banner generated at /compare/ideogram-4-quality-vs-inkling/opengraph-image

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK

Ideogram

Ideogram 4.0 (Quality)

Elo n/a

SWE-bench—

Speed (tok/s)—

Input / 1M Tokens$100/1k

Output / 1M Tokens$100/1k

thinkingmachines

Thinking Machines: Inkling

Elo n/a

SWE-bench—

Speed (tok/s)1M

Input / 1M Tokens$0.95/1M

Output / 1M Tokens$4.05/1M

Frequently Asked Questions

Which is better overall, Ideogram 4.0 (Quality) or Thinking Machines: Inkling?: 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, Ideogram 4.0 (Quality) or Thinking Machines: Inkling?: 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, Ideogram 4.0 (Quality) or Thinking Machines: Inkling?: 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. Ideogram 4.0 (Quality) and Thinking Machines: Inkling Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Ideogram 4.0 (Quality) matchups →|All Thinking Machines: Inkling matchups →

Ideogram 4.0 (Quality) vs Ideogram 4.0 Open Weights (next ideogram)

Side-by-Side Benchmark Matrix

Image Elo

Ideogram 4.0 (Quality)1,216

seed-bootstrap · Aug 1, 2026

Thinking Machines: Inkling—

Generation time

Ideogram 4.0 (Quality)5s

seed-bootstrap · Aug 1, 2026

Thinking Machines: Inkling—

Price per 1k images

Ideogram 4.0 (Quality)$100/1k

seed-bootstrap · Aug 1, 2026

Thinking Machines: Inkling—

Prompt adherence

Ideogram 4.0 (Quality)91.5%

seed-bootstrap · Aug 1, 2026

Thinking Machines: Inkling—

Text rendering

Ideogram 4.0 (Quality)96.5%

seed-bootstrap · Aug 1, 2026

Thinking Machines: Inkling—

Benchmark	Ideogram 4.0 (Quality)	Thinking Machines: Inkling	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, Ideogram 4.0 (Quality) or Thinking Machines: Inkling?

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, Ideogram 4.0 (Quality) or Thinking Machines: Inkling?

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, Ideogram 4.0 (Quality) or Thinking Machines: Inkling?

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. Ideogram 4.0 (Quality) and Thinking Machines: Inkling Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.