API cost decision in 10 seconds

Aion-2.0 vs GLM 5V Turbo

Pick Aion-2.0 for lower cost; pick GLM 5V Turbo only if the larger context window matters more.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Aion-2.0 for lower cost; pick GLM 5V Turbo only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Aion-2.0 is estimated at $1.6 vs $3.2 for GLM 5V Turbo, saving $1.6 (50% lower).

Cost-first pickAion-2.0
Context-first pickGLM 5V Turbo
Sample savings$1.650%
10x traffic gap$16

GLM 5V Turbo has more context, but Aion-2.0 saves $1.6 on the standard workload. At 10x that traffic, the same price gap is about $16. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Aion-2.0 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickAion-2.0GLM 5V Turbo
Input-heavy / RAG5M input + 500K outputAion-2.0$4.8$8
Balanced workload1M input + 1M outputAion-2.0$2.4$5.2
Output-heavy chatbot1M input + 5M outputAion-2.0$8.8$21.2
Cheaper input Aion-2.0 $0.8 vs $1.2 / 1M

Aion-2.0 is $0.4 cheaper per 1M input tokens (33.3% lower; 1.5x difference).

Cheaper output Aion-2.0 $1.6 vs $4 / 1M

Aion-2.0 is $2.4 cheaper per 1M output tokens (60% lower; 2.5x difference).

Larger context GLM 5V Turbo 131.07K vs 202.75K

GLM 5V Turbo has 71.68K more context (1.55x larger).

Sample workload Aion-2.0 $1.6 vs $3.2

Aion-2.0 is $1.6 cheaper on the standard workload (50% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Aion-2.0 Calculating… Estimated API cost
GLM 5V Turbo Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Aion-2.0 has the lower input price; Aion-2.0 has the lower output price; GLM 5V Turbo offers the larger context window. For the 1M input plus 500K output sample, Aion-2.0 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $1.6 for Aion-2.0 and $3.2 for GLM 5V Turbo.

Best Fit

Choose Aion-2.0 when you care most about lower input-token price, and lower output-token price.

Choose GLM 5V Turbo when you care most about larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Aion-2.0 is estimated at $1.6 vs $3.2 for GLM 5V Turbo, saving $1.6 (50% lower).
  • Aion-2.0 is $1.6 cheaper on the standard workload (50% lower).
  • Aion-2.0 is $0.4 cheaper per 1M input tokens (33.3% lower; 1.5x difference).
  • Aion-2.0 is $2.4 cheaper per 1M output tokens (60% lower; 2.5x difference).
  • GLM 5V Turbo has 71.68K more context (1.55x larger).
Head-to-Head Specs
FeatureAion-2.0
(AionLabs)
GLM 5V Turbo
(Z.ai)
Input Price
prompt tokens per 1M
$0.8$1.2
Completion Price
per 1M tokens
$1.6$4
Sample Workload Cost
1M input + 500K output
$1.6$3.2
Context Window131.07K202.75K
Release Date
Popularity#117#136

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionAion-2.0On the standard 1M input plus 500K output workload, Aion-2.0 is estimated at $1.6 vs $3.2 for GLM 5V Turbo, saving $1.6 (50% lower).
High-volume input processingAion-2.0Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsAion-2.0Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGLM 5V TurboA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Aion-1.0-Mini can replace Aion-2.0 when lower sample workload cost matters most: $1.4.
  • GLM 4.5 Air (free) can replace GLM 5V Turbo when lower sample workload cost matters most: $0.
  • GLM 4 32B can replace GLM 5V Turbo when lower sample workload cost matters most: $0.15.
  • GLM 4.7 Flash can replace GLM 5V Turbo when lower sample workload cost matters most: $0.26.
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.
  • Grok 4.20 offers 2M context with $2.5 sample workload cost.
  • Owl Alpha offers 1.05M context with $0 sample workload cost.
  • DeepSeek V4 Flash offers 1.05M context with $0.2 sample workload cost.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

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Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

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Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

Open provider hubs

AionLabs catalog

Review all tracked AionLabs models before deciding whether this matchup is the right shortlist.

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Z.ai catalog

Check other Z.ai models with comparable pricing, context, or release timing.

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Aion-2.0

Aion-2.0 is a variant of DeepSeek V3.2 optimized for immersive roleplaying and storytelling. It is particularly strong at introducing tension, crises, and conflict into stories, making narratives feel more engaging....

GLM 5V Turbo

GLM-5V-Turbo is Z.ai’s first native multimodal agent foundation model, built for vision-based coding and agent-driven tasks. It natively handles image, video, and text inputs, excels at long-horizon planning, complex coding,...