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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

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  2. Comparisons
  3. GLM-5.2 vs Ideogram 4.0 Open Weights

Pairwise benchmark snapshot · Aug 1, 2026noindex (thin pair)

GLM-5.2 vs Ideogram 4.0 Open Weights benchmark

Comparing verified benchmark accuracy, speed, and token pricing between GLM-5.2 and Ideogram 4.0 Open Weights. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Both GLM-5.2 and Ideogram 4.0 Open Weights present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
Share Analysis:
WhatsAppTelegramXLinkedInReddit
Zhipu
GLM-5.2

Zhipu flagship. Strong Chinese/English coding and agents.

GLM-5.2Img Elo 1,492
Ideogram
Ideogram 4.0 Open Weights

Open-weight release of Ideogram 4.0, bringing world-class text rendering to self-hosted enterprise infrastructure.

Open WeightsImg Elo 1,218$60/1k imgs

GLM-5 Series Lineage & Sibling Variants

3 models

Currently comparing GLM-5.2 vs Ideogram 4.0 Open Weights. Alternative family tiers available.

Active: GLM-5.2
GLM-5V Turbo$0.6GLM-5.3$1.8
Top Rival Showdowns for GLM-5.2
All Matchups
Compare vs:vs GPT Image 2 (High)vs Reve 2.1vs Nano Banana Pro (Gemini 3 Pro Image)vs FLUX.2 [max]vs Ideogram 4.0 (Quality)
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.

GLM-5.2 (0)vsIdeogram 4.0 Open Weights (5)
GLM-5.2: 0W (0%)Overall: Ideogram 4.0 Open WeightsIdeogram 4.0 Open Weights: 5W (100%)
← GLM-5.2Ideogram 4.0 Open Weights →
🏆Ideogram 4.0 Open Weights(3/3)

Visual Quality & Adherence

Arena Preference Elo, prompt fidelity & typography score

Benchmark
GLM-5.2vsIdeogram 4.0 Open Weights
Image Elo
—vs1,218
Prompt adherence
—vs91%
Text rendering
—vs95.8%
GLM-5.2: 0WIdeogram 4.0 Open Weights: 3W
🏆Ideogram 4.0 Open Weights(1/1)

Generation Latency

Time to render full-resolution image snapshot (seconds)

Benchmark
GLM-5.2vsIdeogram 4.0 Open Weights
Generation time
—vs3.8s
GLM-5.2: 0WIdeogram 4.0 Open Weights: 1W
🏆Ideogram 4.0 Open Weights(1/1)

Cost Efficiency

API inference cost per 1,000 generated images

Benchmark
GLM-5.2vsIdeogram 4.0 Open Weights
Price per 1k images
—vs$60/1k
GLM-5.2: 0WIdeogram 4.0 Open Weights: 1W

Side-by-Side Benchmark Matrix

Image Elo
GLM-5.2—
Ideogram 4.0 Open Weights1,218
seed-bootstrap · Aug 1, 2026
Generation time
GLM-5.2—
Ideogram 4.0 Open Weights3.8s
seed-bootstrap · Aug 1, 2026
Price per 1k images
GLM-5.2—
Ideogram 4.0 Open Weights$60/1k
seed-bootstrap · Aug 1, 2026
Prompt adherence
GLM-5.2—
Ideogram 4.0 Open Weights91%
seed-bootstrap · Aug 1, 2026
Text rendering
GLM-5.2—
Ideogram 4.0 Open Weights95.8%
seed-bootstrap · Aug 1, 2026
BenchmarkGLM-5.2Ideogram 4.0 Open WeightsAdvantage Delta
Image Elo—
1,218
seed-bootstrap · Aug 1, 2026
—
Generation time—
3.8s
seed-bootstrap · Aug 1, 2026
—
Price per 1k images—
$60/1k
seed-bootstrap · Aug 1, 2026
—
Prompt adherence—
91%
seed-bootstrap · Aug 1, 2026
—
Text rendering—
95.8%
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 GLM-5.2
Monthly Image Production Volume25k images / month (25000 imgs)
Quick Presets:
GLM-5.2$0.00 / mo
Rate: $0/1k
Ideogram 4.0 Open Weights$1,500.00 / mo
Rate: $60/1k
Estimated Cost Delta

GLM-5.2 is estimated to save $1,500.00/month ($18,000/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 / visioninsufficient data

Both accept images. Defaulting to the higher-Elo side (undefined).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatinsufficient dataNeed list prices.
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGinsufficient dataNeed context sizes.
Screenshots / visioninsufficient dataBoth accept images. Defaulting to the higher-Elo side (undefined).

Related Editorial Dispatches & Benchmark Notes

View all news
launchJun 18, 2026

GLM-5.2 remains the prior Zhipu flagship for upgrade pairs

Strong Chinese/English coding. 5.3 is the new row; 5.2 stays so the delta is visible.

Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Zhipu

GLM-5.2

Elo 1,492
SWE-bench69.3%
Speed (tok/s)84 tok/s
Input / 1M Tokens$0.5/1M
Output / 1M Tokens$1.8/1M
Ideogram

Ideogram 4.0 Open Weights

Elo n/a
SWE-bench—
Speed (tok/s)—
Input / 1M Tokens$60/1k
Output / 1M Tokens$60/1k

Frequently Asked Questions

Which is better overall, GLM-5.2 or Ideogram 4.0 Open Weights?
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, GLM-5.2 or Ideogram 4.0 Open Weights?
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, GLM-5.2 or Ideogram 4.0 Open Weights?
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?
Both GLM-5.2 and Ideogram 4.0 Open Weights are marked open-weights. Hosting cost is not in this table.
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. GLM-5.2 and Ideogram 4.0 Open Weights Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Jun 18, 2026

    GLM-5.2 remains the prior Zhipu flagship for upgrade pairs

Similar Head-to-Head Comparisons

All GLM-5.2 matchups →|All Ideogram 4.0 Open Weights matchups →
GLM-5.2 vs GLM-5V Turbo (next glm)Ideogram 4.0 Open Weights vs Ideogram 4.0 (Quality) (previous ideogram)GLM-5.3 vs GLM-5.2DeepSeek V4 Flash vs GLM-5.2Qwen QwQ 32B vs GLM-5.2MiniMax M2.5 vs GLM-5.2