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Comparison · AI models

AI model comparison 2026: prices, licence, local use and privacy

The main AI models in a single table, using data from their official pages and the date we checked it. Filter by use, by whether they run on your computer, by price or by privacy.

By Cognenza editorial team · Updated

Benchmarks are the manufacturer’s own figures: they are not Cognenza tests and cannot be compared with each other. API rates in US dollars (USD) per million tokens, as published by each company. Euro prices as published for Spain; they may differ in your country.

Comparison table

Filter the table

8 models

Verified AI models: organisation, licence, context, local use, prices and training on your data
ModelOrganisationOpen weightsContextLocalFreePaid plan fromAPI fromTrains on your data?Sources
Claude Opus 5.5 and Claude Haiku 5.5 Anthropic · United StatesNo · proprietary1,000,000 tokensNoFree planPro: €18 per monthUSD 0.10 per million input tokensOnly if you allow it Sources: 5
DeepSeek-V4.1-Flash-1017 (and DeepSeek-V4-Pro) DeepSeek · ChinaYes · MIT1,000,000 tokensYesFree downloadable weightsnot officially publishedUSD 0.15 per million input tokensIt may; opt out on request or by email Sources: 3
Gemini 4 Argon Google · United StatesNo · proprietary1,048,576 tokensNoPaid onlyGoogle AI Pro: €21.99 per monthUSD 2.00 per million input tokens (from 1 December 2026: USD 4.00)Yes, by default; you can turn it off in settings Sources: 6
GLM-5.3 (and GLM-5.3-Flash) Z.ai (Zhipu) · ChinaYes · GLM-5.3 License (MIT-style; security review for model-as-a-service operators with more than USD 10 billion a year)1,000,000 tokensYesFree downloadable weightsnot officially publishedUSD 0.15 per million input tokensIt may; opt out on request or by email Sources: 6
GPT-6 (Luna, Sol, Astra) and GPT-6.1 Sol OpenAI · United StatesNo · proprietary1,050,000 tokensNoFree planGo: €8 per monthUSD 0.10 per million input tokensYes, by default; you can turn it off in settings Sources: 6
Grok 4.7 xAI (named SpaceXAI LLC in its policy) · United StatesNo · proprietary500,000 tokensNoFree planPlus: USD 8 per monthUSD 2.00 per million input tokensYes; how to turn it off is not officially published Sources: 4
Kimi K3 Moonshot AI · ChinaYes · Kimi K3 License (MIT-style base with conditions)1,048,576 tokensYesFree downloadable weightsnot officially publishednot officially publishedIt may; opt out on request or by email Sources: 6
Qwen3.8-27B Alibaba Cloud (Qwen) · ChinaYes · Apache 2.0262,144 tokensYesFree downloadable weightsnot officially publishednot officially publishedIt may; opt out on request or by email Sources: 3

Recommendation by profile

Students

Office work

Coding

Creative work

Business or SME

  • Claude Opus 5.5 and Claude Haiku 5.5: Haiku 5.5 for repetitive tasks via the API, from USD 0.10 per million input tokens.
  • DeepSeek-V4.1-Flash-1017 (and DeepSeek-V4-Pro): For low-cost automation via the API, bearing in mind that data goes to China; or deploy the MIT weights in your own cloud.
  • Gemini 4 Argon: Google AI Plus (€4.99 per month) is the cheap way in, but it does not include Gemini 4 Argon.
  • GLM-5.3 (and GLM-5.3-Flash): A very permissive licence for almost any company; it can be hosted on your own infrastructure.
  • GPT-6 (Luna, Sol, Astra) and GPT-6.1 Sol: Business, Enterprise and Edu do not train on your data by default; via the API you can choose EU data residency.
  • Grok 4.7: Prices only in USD and excluding VAT; it uses your chats for training unless you change that.
  • Kimi K3: Open weights with a permissive licence up to very high thresholds; for production, better hosted by a European provider.
  • Qwen3.8-27B: Apache 2.0: commercial use with no caps; a good base to host on your own server.

Privacy

“X vs Y” comparisons

Model by model

Claude Opus 5.5 and Claude Haiku 5.5

Updated

Organisation
Anthropic · United States
Release
22 September 2026
Open weights
No · proprietary · anthropic.com/legal/commercial-terms
Parameters
not officially published
Context
1,000,000 tokens
Input
text, image
Access
Local use
No
Consumer plans
  • Free: Free
  • Pro: €18 per month
  • Max: from €90 per month
Trains on your data?
Only if you allow it (model-improvement setting), if you choose to take part or if a conversation is flagged for safety review
How to avoid it
Privacy settings: turn off model improvement. Incognito chats are never used for training. Thumbs-up/down ratings are kept for up to 5 years
Where data is stored
not officially published
GDPR
not officially published
Privacy policy
privacy.claude.com/en/articles/10023580-is-my-data-used-for-model-training

API rates (USD per million tokens)

API rates (USD per million tokens): Claude Opus 5.5 and Claude Haiku 5.5
ModelInputCached inputOutput
claude-opus-5-5USD 4.00—USD 20.00
claude-haiku-5-5 (from)USD 0.10—USD 0.50

platform.claude.com/docs/en/models/overview · API rates in USD, 22 October 2026.

Notes

  • The Max 5x and Max 20x tiers have no verified price for Spain; only the Max plan (“from” price) is linked.

Our own tests

Cognenza has not run its own tests on this model yet.

Sources

DeepSeek-V4.1-Flash-1017 (and DeepSeek-V4-Pro)

Updated

Organisation
DeepSeek · China
Release
17 October 2026
Open weights
Yes · MIT · huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash-1017
Parameters
not officially published
Context
1,000,000 tokens
Input
text, image
Access
Local use
Yes · Minimum memory: not officially published · Tools: ollama, lm-studio
Consumer plans
not officially published
Trains on your data?
Yes (the policy includes training and improving models)
How to avoid it
Right to object by email to privacy@deepseek.com
Where data is stored
People’s Republic of China
GDPR
The DPF does not apply (Chinese company); the policy recognises the right to complain to your local data protection authority (in the UK, the ICO)
Privacy policy
cdn.deepseek.com/policies/en-US/deepseek-privacy-policy.html

API rates (USD per million tokens)

API rates (USD per million tokens): DeepSeek-V4.1-Flash-1017 (and DeepSeek-V4-Pro)
ModelInputCached inputOutput
deepseek-flashUSD 0.30 (peak) · USD 0.15 (off-peak)USD 0.006 (peak) · USD 0.003 (off-peak)USD 1.20 (peak) · USD 0.60 (off-peak)
deepseek-v4-proUSD 1.32 (peak) · USD 0.66 (off-peak)USD 0.044 (peak) · USD 0.022 (off-peak)USD 3.96 (peak) · USD 1.98 (off-peak)

Off-peak rate = half the peak rate. Peak: 01:00–04:00 and 06:00–10:00 UTC, Monday to Friday (03:00–06:00 and 08:00–12:00 Madrid time in summer). api-docs.deepseek.com/quick_start/pricing · API rates in USD, 22 October 2026.

Notes

  • Web chat and app are free; whether there are paid plans is still to be confirmed.

Benchmarks

Manufacturer’s figure, not comparable across models.

Our own tests

Cognenza has not run its own tests on this model yet.

Sources

Gemini 4 Argon

Updated

Organisation
Google · United States
Release
13 October 2026
Open weights
No · proprietary · ai.google.dev/gemini-api/terms
Parameters
not officially published
Context
1,048,576 tokens
Input
text, image, video, audio, PDF
Access
Local use
No
Consumer plans
  • Google AI Pro: €21.99 per month
  • Google AI Ultra 5x: €99.99 per month
  • Google AI Ultra 20x: €219.99 per month
Trains on your data?
Yes, with activity saving turned on (with human reviewers; conversations they read are kept for up to 3 years)
How to avoid it
Turn off activity saving: chats are kept for 72 hours and not used for training, unless you send feedback. Temporary chats: no training. Auto-delete by default: 18 months
Where data is stored
not officially published
GDPR
In the EEA the provider is Google Ireland Limited
Privacy policy
support.google.com/gemini/answer/13594961

API rates (USD per million tokens)

API rates (USD per million tokens): Gemini 4 Argon
ModelInputCached inputOutput
gemini-4-argon (Launch price until 30/11/2026. Output includes reasoning tokens. No free tier. Batch and Flex: half price. Google Search: 5,000 free queries a month, then $14 per 1,000)USD 2.00 (from 1 December 2026: USD 4.00)USD 0.10 (from 1 December 2026: USD 0.20)USD 10.00 (from 1 December 2026: USD 20.00)

ai.google.dev/gemini-api/docs/pricing · API rates in USD, 22 October 2026.

Notes

  • In the app, Gemini 4 Argon is only available with Google AI Pro and Ultra; not on the free plan or on Google AI Plus (13 Oct 2026).
  • Google also publishes Gemma 4 under the Apache 2.0 licence; it is not Gemini 4 Argon.

Our own tests

Cognenza has not run its own tests on this model yet.

Sources

GLM-5.3 (and GLM-5.3-Flash)

Updated

Organisation
Z.ai (Zhipu) · China
Release
18 August 2026
Open weights
Yes · GLM-5.3 License (MIT-style; security review for model-as-a-service operators with more than USD 10 billion a year) · huggingface.co/zai-org/GLM-5.3/blob/main/LICENSE
Parameters
GLM-5.3: 753 billion. GLM-5.3-Flash: 320 billion in total, 18 billion active manufacturer’s figure
Context
1,000,000 tokens
Input
text
Access
Local use
Yes · Minimum memory: not officially published · Tools: sglang, vllm, tokenspeed, transformers, ktransformers, unsloth
Consumer plans
not officially published
Trains on your data?
Yes on chat.z.ai (legitimate interest, with a right to object); API: content is processed in real time and not stored
How to avoid it
Right to object by email to user_feedback@z.ai
Where data is stored
Singapore in general
GDPR
not officially published
Privacy policy
chat.z.ai/legal-agreement/privacy-policy

API rates (USD per million tokens)

API rates (USD per million tokens): GLM-5.3 (and GLM-5.3-Flash)
ModelInputCached inputOutput
glm-5.3USD 1.40USD 0.26USD 4.40
glm-5.3-flashUSD 0.15USD 0.03USD 0.50
glm-5.3-flashxUSD 0.37USD 0.075USD 1.25

docs.z.ai/guides/overview/pricing · API rates in USD, 22 October 2026.

Notes

  • GLM-5.3 always reasons; you can choose the effort (low, high, maximum).
  • There is a GLM Coding Plan subscription with a points-based quota; its price has not been verified.

Benchmarks

Manufacturer’s figure, not comparable across models.

Our own tests

Cognenza has not run its own tests on this model yet.

Sources

GPT-6 (Luna, Sol, Astra) and GPT-6.1 Sol

Updated

Organisation
OpenAI · United States
Release
7 October 2026
Open weights
No · proprietary · openai.com/policies/services-agreement
Parameters
not officially published
Context
1,050,000 tokens
Input
text, image, voice
Access
Local use
No
Consumer plans
  • Free: Free
  • Go: €8 per month
  • Plus: €23 per month
  • Pro: from €103 per month
Trains on your data?
Yes on consumer plans unless you turn it off; Business, Enterprise and Edu do not train by default
How to avoid it
Settings > Data controls > “Improve the model for everyone” (also works without logging in; saved per browser). Temporary chats are not used for training and are kept for up to 30 days. Thumbs-up/down feedback may be used for training
Where data is stored
not officially published
GDPR
not officially published
Privacy policy
help.openai.com/en/articles/7730893-data-controls-faq

API rates (USD per million tokens)

API rates (USD per million tokens): GPT-6 (Luna, Sol, Astra) and GPT-6.1 Sol
ModelInputCached inputOutput
gpt-6.1-sol (Above 272K input tokens: input ×2 and output ×1.5. US or EU data residency: +10%)USD 2.00USD 0.10USD 10.00
gpt-6-lunaUSD 0.10—USD 0.50
gpt-6-solUSD 2.00—USD 10.00
gpt-6-astra (Above 272K input tokens: input and cache ×2, output ×1.5 (whole request). Batch and Flex: 50%. Fast: ×2. Regional data residency: +10%)USD 10.00USD 1.00USD 50.00

developers.openai.com/api/docs/pricing · API rates in USD, 22 October 2026.

Notes

  • Free and Go use GPT-6 Luna; Plus, Pro, Business and Enterprise use GPT-6 Sol. GPT-6.1 Sol is in ChatGPT Work and Codex from Plus upwards.

Our own tests

Cognenza has not run its own tests on this model yet.

Sources

Grok 4.7

Updated

Organisation
xAI (named SpaceXAI LLC in its policy) · United States
Release
not officially published
Open weights
No · proprietary
Parameters
not officially published
Context
500,000 tokens
Input
text, image
Access
Local use
No
Consumer plans
  • Free: Free
  • Plus: USD 8 per month
  • Premium: USD 30 per month
  • Super: USD 100 per month
  • Ultra: USD 200 per month
  • Teams: from USD 30 per month
Trains on your data?
Yes: user content is used to develop the service, including training models
How to avoid it
not officially published
Where data is stored
not officially published
GDPR
EU representative: Lionheart Squared (Europe), Dublin. Rights via https://x.ai/privacy-portal/. Private chats are deleted after 30 days. Grok inside X has a separate policy
Privacy policy
x.ai/legal/privacy-policy

API rates (USD per million tokens)

API rates (USD per million tokens): Grok 4.7
ModelInputCached inputOutput
grok-4.7 (prompts under 200K tokens)USD 2.00USD 0.50USD 6.00
grok-4.7-200k (same model with prompts of 200K tokens or more)USD 4.00USD 1.00USD 12.00

docs.x.ai/developers/models · API rates in USD, 22 October 2026.

Notes

  • “SuperGrok” no longer appears on the official pricing page (checked 16 Oct 2026); the equivalent plan is called Super (USD 100 per month). The help pages still mention it for older subscriptions.
  • Knowledge cut-off: May 2026, according to xAI’s documentation.

Benchmarks

  • CursorBench 4.0: 46.3% manufacturer’s figure · x.ai/news/grok-4-7 ·
  • DeepSWE v1.1: 71.0% (high effort) manufacturer’s figure · x.ai/news/grok-4-7 ·
  • Terminal-Bench 4.0: 37.6% manufacturer’s figure · x.ai/news/grok-4-7 ·

Manufacturer’s figure, not comparable across models.

Our own tests

Cognenza has not run its own tests on this model yet.

Sources

Kimi K3

Updated

Organisation
Moonshot AI · China
Release
not officially published
Open weights
Yes · Kimi K3 License (MIT-style base with conditions) · huggingface.co/moonshotai/Kimi-K3/blob/main/LICENSE
  • Model-as-a-service operators with more than USD 20 million in revenue over 12 months: separate agreement with Moonshot
  • Products with more than 100 million monthly users or more than USD 20 million a month: show “Kimi K3” in the interface
  • Internal use is exempt
Parameters
2.8 trillion (2.8T) in total, MoE with 16 of 896 experts manufacturer’s figure
Context
1,048,576 tokens
Input
text, image, video
Access
Local use
Yes · Minimum memory: not officially published
Consumer plans
not officially published
Trains on your data?
Yes (consumer app, de-identified data); no (API)
How to avoid it
By email to support@moonshot.cn; account-level opt-out within 5–7 working days; no per-conversation option
Where data is stored
Consumer app: mainland China. International API platform: Singapore
GDPR
not officially published
Privacy policy
kimi.com/user/agreement/userPrivacy

API rates (USD per million tokens)

not officially published

Notes

  • Kimi’s API is pay-as-you-go with no subscription, and its prices exclude taxes (platform.kimi.ai).

Our own tests

Cognenza has not run its own tests on this model yet.

Sources

Qwen3.8-27B

Updated

Organisation
Alibaba Cloud (Qwen) · China
Release
not officially published
Open weights
Yes · Apache 2.0 · huggingface.co/Qwen/Qwen3.8-27B/blob/main/LICENSE
Parameters
27 billion (dense) manufacturer’s figure
Context
262,144 tokens
Input
text, image, video
Access
  • Weights
  • API — API hosted on Qwen Cloud “coming soon”, according to the model card
Local use
Yes · Minimum memory: not officially published · Tools: transformers, vllm, sglang, tokenspeed
Consumer plans
not officially published
Trains on your data?
Qwen service: interactions may be used to improve the services. Locally: not applicable
How to avoid it
On request, according to Qwen
Where data is stored
not officially published
GDPR
not officially published
Privacy policy
qwen.ai/training-data-summary

API rates (USD per million tokens)

not officially published

Notes

  • The large variant (2.4T-A95B) is not covered here: still to be confirmed in an official source.

Benchmarks

Manufacturer’s figure, not comparable across models.

Our own tests

Cognenza has not run its own tests on this model yet.

Sources

Under review

These entries still have data that has not been checked against an official source. We will show their data once it is verified.

How we build this comparison

Every figure comes from the company’s official page and shows the date we checked it. If something is not officially published, we say so; we never estimate it.

Benchmarks are the manufacturer’s own figures: they are not Cognenza tests and cannot be compared with each other.

Euro prices as published for Spain; they may differ in your country.

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