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Berget AI vs Z.AI: Token Pricing, Speed & Intelligence

Full comparison of Berget AI and Z.AI — live token pricing, latency, throughput, context window, strengths, weaknesses, and best use cases. Rates sourced from public APIs — verify before use.

Berget AI

European AI inference — Mistral Small and GLM-5.3-Flash, priced in EUR ex-VAT

Berget AI is a Swedish AI inference provider offering open-weight models including Mistral-Small-3.2-24B-Instruct-2506 and GLM-5.3-Flash. Pricing is in EUR and excludes VAT. Continued API use requires a prepaid plan from EUR 25/month — it is not a pure no-plan pay-as-you-go service. Berget AI is positioned as a European-hosted alternative for teams with data-residency or regulatory requirements.

ChatOpen-sourceEuropean complianceCost-efficiency
Open-weight hostHosts open weights

Z.AI

GLM-5.3 frontier model with 1M context — available on Amazon Bedrock

Z.AI (formerly Zhipu AI) develops the GLM series of large language models. GLM-5.3 is the latest generation, supporting a 1M token context window and designed for enterprise-grade chat, coding, and long-document tasks. GLM-5.3 is now available on Amazon Bedrock, expanding its reach to AWS enterprise customers.

ChatCodingLong-document analysisEnterprise AIAWS-native workloads
Proprietary models

Key metric comparison

Cheapest input ($/1M)

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Cheapest output ($/1M)

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Peak throughput

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Best latency (TTFT)

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Intelligence score

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Context window

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Live token pricing

Strengths and weaknesses

Berget AI

European-hosted inference — suitable for EU data-residency and GDPR requirements
Mistral Small 3.2 and GLM-5.3-Flash at competitive EUR rates
EUR-denominated pricing — no FX risk for European teams
Prepaid plan from EUR 25/month required for continued API access — not pure PAYG
Prices exclude VAT — effective cost is higher for non-VAT-registered users
Small catalog compared to global inference APIs

Z.AI

1M token context window on GLM-5.3
Available on Amazon Bedrock for AWS enterprise customers
Strong Chinese and English bilingual performance
Enterprise-grade reliability
Competitive pricing for long-context workloads
Smaller international developer community
Fewer third-party integrations than OpenAI

Key differentiators

Berget AI

European-hosted AI inference with EUR pricing and GDPR-friendly data residency — Mistral Small 3.2 and GLM-5.3-Flash from a Swedish provider.

Z.AI

GLM-5.3 offers a 1M token context window at competitive pricing, now available on Amazon Bedrock — making it accessible to AWS enterprise customers without additional API integrations.

Frequently asked questions

Berget AI FAQs

What is Berget AI?

Berget AI is a Swedish AI inference provider offering open-weight models including Mistral-Small-3.2-24B-Instruct-2506 and GLM-5.3-Flash. Pricing is in EUR and excludes VAT. See berget.ai/en/pricing for current rates.

How much does Berget AI cost?

As of October 2026: Mistral-Small-3.2-24B-Instruct-2506 is EUR 0.30 input / EUR 0.30 output per 1M tokens; GLM-5.3-Flash is EUR 0.25 input / EUR 0.50 output per 1M tokens. Prices exclude VAT. See berget.ai/en/pricing for current rates.

Does Berget AI require a subscription?

Continued API use requires a prepaid plan from EUR 25/month. It is not a pure no-plan pay-as-you-go service. See berget.ai/en/pricing for plan details.

Z.AI FAQs

What is GLM-5.3?

GLM-5.3 is the latest model in Z.AI's GLM series, supporting a 1M token context window. It is designed for long-document analysis, coding, and enterprise chat applications in both Chinese and English.

Is GLM-5.3 available on Amazon Bedrock?

Yes. GLM-5.3 was added to the Amazon Bedrock catalog in 2026, making it accessible to AWS enterprise customers via the standard Bedrock API without a separate Z.AI account.

How does Z.AI compare to other Chinese LLM providers?

Z.AI's GLM models compete with Alibaba's Qwen and Moonshot's Kimi series. GLM-5.3 stands out for its 1M context window and Amazon Bedrock availability, making it the most accessible Chinese LLM for AWS enterprise customers.

Provider resources

Berget AI — European AI inference — Mistral Small and GLM-5.3-Flash, priced in EUR ex-VAT

Berget AI is a Swedish AI inference provider offering open-weight models including Mistral-Small-3.2-24B-Instruct-2506 and GLM-5.3-Flash. Pricing is in EUR and excludes VAT. Continued API use requires a prepaid plan from EUR 25/month — it is not a pure no-plan pay-as-you-go service. Berget AI is positioned as a European-hosted alternative for teams with data-residency or regulatory requirements.

European-hosted AI inference with EUR pricing and GDPR-friendly data residency — Mistral Small 3.2 and GLM-5.3-Flash from a Swedish provider.

Z.AI — GLM-5.3 frontier model with 1M context — available on Amazon Bedrock

Z.AI (formerly Zhipu AI) develops the GLM series of large language models. GLM-5.3 is the latest generation, supporting a 1M token context window and designed for enterprise-grade chat, coding, and long-document tasks. GLM-5.3 is now available on Amazon Bedrock, expanding its reach to AWS enterprise customers.

GLM-5.3 offers a 1M token context window at competitive pricing, now available on Amazon Bedrock — making it accessible to AWS enterprise customers without additional API integrations.

Key strengths compared

Berget AI

  • European-hosted inference — suitable for EU data-residency and GDPR requirements
  • Mistral Small 3.2 and GLM-5.3-Flash at competitive EUR rates
  • EUR-denominated pricing — no FX risk for European teams
  • Prepaid plan from EUR 25/month required for continued API access — not pure PAYG
  • Prices exclude VAT — effective cost is higher for non-VAT-registered users

Z.AI

  • 1M token context window on GLM-5.3
  • Available on Amazon Bedrock for AWS enterprise customers
  • Strong Chinese and English bilingual performance
  • Smaller international developer community
  • Fewer third-party integrations than OpenAI

Key weaknesses compared

Berget AI

  • Prepaid plan from EUR 25/month required for continued API access — not pure PAYG
  • Prices exclude VAT — effective cost is higher for non-VAT-registered users
  • Small catalog compared to global inference APIs

Z.AI

  • Smaller international developer community
  • Fewer third-party integrations than OpenAI

Provider category context

Berget AI is a inference api, founded in 2023. Z.AI is a frontier lab, founded in 2019. Berget AI as an inference API provider hosts open-weight models — typically offering lower prices for equivalent capability tiers. Z.AI as a frontier lab trains and serves proprietary models with capabilities not available elsewhere.

How to choose between them

Choose Berget AI if you need european-hosted inference — suitable for eu data-residency and gdpr requirements. Choose Z.AI if you need 1m token context window on glm-5.3. For high-volume production workloads, run a cost comparison using the token pricing table above with your actual prompt/completion token ratio — the cheapest provider depends heavily on your input-to-output token ratio.