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ENTERPRISE DNA / MODEL GUIDE

The right model.
For your real work.

Make sense of the AI model landscape. Find your shortlist, compare the tradeoffs and leave with a workflow you can use.

1,412 models to explorePublished benchmarksTransparent API costs
YOUR NEXT MODEL DECISION, EXPLAINED.Latest price record: 2026-10-29 · Check each model’s source before use
Model Pulse· Oct 28 · since yesterday

1 new model, 7 price moves since yesterday.

Particle-1 just landed at $0.25/M in; GLM 5.3 Flash dropped 85.2% on price.

1 new model5 price cuts
See what changed →

UNDERSTAND THE LANDSCAPE

One model landscape. Different jobs.

Start with what you want to produce. Open a group, explore a model and try its checkable exercise.

See where models fit in the industry map ↗
01Reason, write and buildText models for documents, code, analysis and tool-using workflows.18 profiles
02Create and edit imagesImage generation and editing. Compare fidelity, input support and the price unit.3 profiles
03Make videoVideo generation. Duration, resolution and source material affect the result and cost.2 profiles
04Work with soundSpeech, transcription and music have different inputs, outputs and pricing.3 profiles
05Find and rank informationEmbeddings represent meaning; rerankers order retrieved results. Neither is a chat assistant.4 profiles

30 profiles with sourced specifications, checked 2026-10-20. Exercises are prepared, not evaluated model results. Inspect our evaluation method →

THE MODEL GUIDE

A better model for your next job.

Open the ranking board ↗

24 models loaded

Shortlists use listed capabilities and published benchmarks, not Enterprise DNA task tests. Missing scores appear as “Not measured”. API prices are separate from app subscriptions.

Claude Opus 5.5 is Anthropic's flagship model for demanding reasoning, coding, and long-horizon agentic work, succeeding Claude Opus 5.

Input / 1M tokens$4.00
Output / 1M tokens$20.00
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Claude Opus 5.5 is Anthropic's flagship model for demanding reasoning, coding, and long-horizon agentic work, succeeding Claude Opus 5.

Input / 1M tokens$2.00
Output / 1M tokens$10.00
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GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work.

Input / 1M tokens$10.00
Output / 1M tokens$50.00
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Fast-mode variant of Opus 4.8 - identical capabilities with higher output speed at 2x pricing relative to regular Opus 4.8.

Input / 1M tokens$10.00
Output / 1M tokens$50.00
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GPT-6.1 Sol is an upgrade to GPT-6 Sol from OpenAI, positioned below the flagship GPT-6 Astra in the GPT-6 series.

Input / 1M tokens$2.00
Output / 1M tokens$10.00
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GPT-6.1 Sol is an upgrade to GPT-6 Sol from OpenAI, positioned below the flagship GPT-6 Astra in the GPT-6 series.

Input / 1M tokens$1.00
Output / 1M tokens$5.00
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Claude Sonnet 5.5 is Anthropic's Sonnet-class model for well-scoped everyday work, succeeding Claude Sonnet 5 as a direct upgrade.

Input / 1M tokens$2.00
Output / 1M tokens$10.00
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Claude Sonnet 5.5 is Anthropic's Sonnet-class model for well-scoped everyday work, succeeding Claude Sonnet 5 as a direct upgrade.

Input / 1M tokens$1.00
Output / 1M tokens$5.00
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Fast-mode variant of Opus 4.7 - identical capabilities with higher output speed at premium 6x pricing.

Input / 1M tokens$30.00
Output / 1M tokens$150.00
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Qwen3.8 Max is the flagship model in Alibaba's Qwen3.8 series, the general-availability successor to the Qwen3.8 Max Preview.

Input / 1M tokens$2.00
Output / 1M tokens$6.00
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Z.ai (Zhipu) logo

Accounts

GLM 5.2

Flagship GLM model for hybrid reasoning, coding, and agentic engineering.

Input / 1M tokens$1.40
Output / 1M tokens$4.40
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Open flagship GLM for long-horizon coding agents and million-token context work.

Input / 1M tokens$1.40
Output / 1M tokens$4.40
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Z.ai (Zhipu) logo

Hf Zai Org

GLM-5.2

Open flagship GLM for long-horizon coding agents and million-token context work.

Input / 1M tokens$1.40
Output / 1M tokens$4.40
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Z.ai (Zhipu) logo

Subconscious

GLM-5.2

Open flagship GLM for long-horizon coding agents and million-token context work.

Input / 1M tokens$1.40
Output / 1M tokens$4.40
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Z.ai (Zhipu) logo

Zai Org

GLM-5.2

Open flagship GLM for long-horizon coding agents and million-token context work.

Input / 1M tokens$0.850
Output / 1M tokens$3.10
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GPT-6.1 Terra is the mid-tier model in OpenAI's GPT-6.1 series, priced below GPT-6.1 Sol.

Input / 1M tokens$1.00
Output / 1M tokens$5.00
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Gemini 4 Argon is Google's flagship reasoning model, built for complex software engineering, deep mathematical and scientific problem solving, and autonomous multi-step agents.

Input / 1M tokens$2.00
Output / 1M tokens$10.00
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Gemini 4 Argon is Google's flagship reasoning model, built for complex software engineering, deep mathematical and scientific problem solving, and autonomous multi-step agents.

Input / 1M tokens$1.00
Output / 1M tokens$5.00
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Claude Fable 5.1 improves on Claude Fable 5 across the board, with the biggest gains in agentic coding, long-running agentic workflows, and knowledge work: long code refactors.

Input / 1M tokens$10.00
Output / 1M tokens$50.00
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Claude Fable 5.1 improves on Claude Fable 5 across the board, with the biggest gains in agentic coding, long-running agentic workflows, and knowledge work: long code refactors.

Input / 1M tokens$5.00
Output / 1M tokens$25.00
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FROM CHOOSING TO DOING

Turn a model choice into a useful skill.

Understand the numbers, try a practical workflow and build your confidence.
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